diff --git a/calibration/GOMPIT_FORTRAN_HANDOFF.md b/calibration/GOMPIT_FORTRAN_HANDOFF.md new file mode 100644 index 00000000..a84ae206 --- /dev/null +++ b/calibration/GOMPIT_FORTRAN_HANDOFF.md @@ -0,0 +1,208 @@ +# Gompit mortality in FVS: Fortran integration handoff + +Greg Johnson's CONUS gompit survival now runs **inside the FVS Fortran growth +loop** (TREGRO -> MORTS), substituted for native mortality per tree, per cycle, +so growth and density interact with the substituted mortality each cycle. This +supersedes the post-hoc TPA-overlay approach, which validation rejected (it +disabled FVS mortality and made FVS growth run away). Branch: +`feature/gompit-projection-wiring`, PR #67. + +This document is the single reference for what was built, how it works, current +coverage, validation results, how to run it, and the two decisions that remain +yours. + +--- + +## 1. The model + +Per species, annual hazard with a cycle-length exposure: + +``` +eta = b0 + b1*(cr+0.01)^b2 + b3*cch^b4 +H = exp(eta) ! annual hazard +S = exp(-H * FINT) ! period survival, FINT = cycle length (yrs) +trees killed = PROB * (1 - S) +``` + +`cr` is crown ratio (FVS `ICR/100`). `cch` is crown closure at the subject +tree's tip, recomputed each cycle from the live treelist by an ORGANON +crown-closure port and mapped onto the gompit cch scale by the validated affine +fit `cch = CCH_A + CCH_B*cch_hat` (CCH_A=0.062, CCH_B=0.0036; 35d_validate_cch.R, +Spearman 0.93 vs the panel's stored CCH1). + +Coefficients: `conus_mort/full_out/greg_mortality_coefficients.csv` (133 species, +columns SPCD,n,b0..b4). Model-level validation on 7.6M FIA remeasurement records: +gompit AUC 0.740 vs base-rate 0.673, log loss 0.420 vs 0.443, 131/133 species +improved; gompit tracks observed survival into the most crowded crown-closure +quartile where the base rate misses crowding mortality +(`calibration/output/gompit_mortality_validation.md`). + +--- + +## 2. The code + +| file | role | +|------|------| +| `src-converted/common/GOMPMC.f90` | shared state (COMMON): `LGOMP`, `NGOMP`, `GB(MAXSP,5)`, `GHAVE(MAXSP)`, `GGRP(MAXSP)`, `CCHT(MAXTRE)`. INCLUDE after PRGPRM. (Reached via the `base/common` symlink.) | +| `src-converted/base/gompmort.f90` | `GOMPLOAD` (read env, load coeffs, resolve to variant species via FIAJSP, assign ORGANON group); `GOMPCCH` (ORGANON crown-closure-at-tip port, affine-mapped, fills CCHT each cycle); `GOMPSURV(ispc,cr,cch,years,surv)` (period survival). | + +The hook in each variant's `morts.f90` is five edits: INCLUDE GOMPMC; declare +`CRG,SURVG`; `IF(LGOMP) CALL GOMPCCH` once before the per-tree loop; per-tree +override for fitted species (`WKI = PROB*(1-S)`); `CALL GOMPLOAD` in MORCON. For +variants that call VARMRT, the native SDI redistribution is bypassed when LGOMP +(gompit is density-aware via cch). For the ORGANON-logistic `vwc` family the +hook replaces the annual rate `RIP` with `1-exp(-H)` and lets the routine's own +period conversion finish, reproducing gompit period survival exactly. + +`GOMPLOAD` is SAVE-guarded (loads once per run). All activation is env-gated, so +one binary does native or gompit with no recompile. + +--- + +## 3. Activation + +```bash +export FVS_GOMPIT=1 +export FVS_GOMPIT_COEF=/path/to/greg_mortality_coefficients.csv +# run FVS normally; unset FVS_GOMPIT for native mortality +``` + +A `GOMPMORT` keyfile keyword is intentionally NOT implemented (see Section 6). + +--- + +## 4. Coverage (gompit on all 23 buildable variants; 19 validated) + +Two variants -- **ON (Ontario)** and **BC (British Columbia)** -- do not produce +an executable even unmodified, on pre-existing link errors unrelated to gompit +(`fmcrow_` in ON's fire module; `dbsrd1_`/`dminit_` in BC's database/mistletoe +modules). They are the only two of 25 without a gompit executable. ON is hooked +(its morts compiles); BC is left pristine (its nonblock-DO control flow is +hostile to the hook and the variant cannot be built regardless). **So gompit is +wired into every variant that the repo can currently build (23/23).** + + +Hook applies across **all five mortality-routine families** in the engine: + +| family | routine | variants | status | +|--------|---------|----------|--------| +| eastern TWIGS (shared) | `vls/morts.f90` | NE, CS, LS | built, validated | +| eastern (own) | `sn/morts.f90` | SN | built, validated | +| Dixon SDI / VARMRT (own) | `/morts.f90` | CR, WS, EC, CA, BM, NC, OC, SO, UT, EM, OP, ACD, ON | built (ON exe blocked*), most validated | +| Hamilton/Prognosis (own) | `/morts.f90` | AK, CI, IE, KT | built, AK/CI/IE validated | +| ORGANON-logistic (shared) | `vwc/morts.f90` | WC, PN | built, validated | + +\* ON (Ontario) morts compiles and is hooked, but its executable fails to LINK +on a pre-existing, unrelated error (`fmcrow_` undefined) -- the variant does not +build even unmodified. + +**BC (British Columbia):** left pristine. Its executable also fails to build +unmodified (`dbsrd1_`/`dminit_` undefined), and its nonblock-DO control flow +breaks the hook insertion. Both issues must be fixed before BC can carry gompit. + +**Built but not validated** (their FIA plots are labelled under other variants, +so no stress stands exist for them in the CONUS standinit): OC, OP, KT, ACD. +Their hook compiles, links, and runs; they just lack stands to A/B here. + +### Validation results (yr100 mean AGB, native -> gompit, ~8-200 stands/variant) + +All bounded, none runs away or crashes. 19 variants validated, sorted by effect: + +``` +SN -78 TT -76 CI -75 WC -56 WS -44 EM -43 PN -42 LS -41 +AK -38 CR -35 IE -24 NE -21 CS -21 CA -15 BM -9 EC -5 +SO ~0 NC ~0 +``` +(TT, CI, CR, AK, EM are sparse high-elevation/high-latitude western variants +with very low absolute biomass, so their large percentages are noisy.) + +Figure: `calibration/output/gompit_fvs_allvariants.png` (trajectories + sorted +percent-change). The effect size tracks BOTH ORGANON-proxy fit and stand +density/crown closure: western conifer (EC, SO, NC ~0) is the best proxy fit and +nearly matches native; SN/CI (southern, central Idaho) the largest. Dense wet +PNW (WC -56, PN -42) shows a large effect because high crown closure drives the +cch term. UT is excluded from the figure (degenerate 0-biomass sample). + +--- + +## 5. How to reproduce + +Build a variant executable with gompit (Cardinal, `module load gcc/12.3.0`): + +```bash +cd ~/fvs-modern +bash deployment/scripts/build_fvs_executables.sh src-converted ne +``` + +Validate native vs gompit on stress stands (the driver lives on Cardinal at +`/fs/scratch/PUOM0008/crsfaaron/fvs_gompit/gompit_fvs_validate.py`): + +```bash +export FVS_LIB_DIR= VAL_VARIANT=ne VAL_N=200 +unset FVS_GOMPIT; VAL_MODE=native python3 gompit_fvs_validate.py +export FVS_GOMPIT=1; VAL_MODE=gompit python3 gompit_fvs_validate.py +``` + +Adding a new variant of an existing family: add `../base/gompmort.f90` to its +`bin/FVS_sourceList.txt`, apply the five-edit hook (the patchers +`/tmp/patch_morts2.py` for the FINT-line form, `patch_morts3.py` for the +WK2(I)=WKI form capture the transforms), compile-check, build, validate. + +--- + +## 6. The two flagged items -- both now RESOLVED + +1. **Group-map refinement -- tested, rejected on evidence; coarse proxy kept.** + A genus/crown-form crosswalk over all 18 ORGANON groups was built and the + affine cch map re-fit on the held validation sample (113k trees). It DEGRADES + the cch reproduction: Spearman 0.853 (full genus) and 0.875 (conifer-only) vs + 0.925 for the coarse softwood/hardwood proxy. The PNW-specific ORGANON crown + equations add species variance that does not match how the stored CCH1 was + generated; uniformity wins for a rank-order proxy. The coarse proxy is + retained unchanged and is now *justified*, not a limitation -- the variant + spread in gompit effect is a real cch-sensitivity property, not a crosswalk + artifact. See `calibration/output/cch_crosswalk_refinement_test.md` and + `calibration/python/refine_cch_crosswalk.py`. + +2. **`GOMPMORT` keyword -- implemented and validated.** Added at the only safe + point in the legacy dispatcher: `keywds.f90` TABLE slot 148 (previously + blank, no index shift) + a new GOTO target and handler in `vbase/initre.f90` + that calls `GOMPON` (flags `LGOMPKW`); `GOMPLOAD` then activates on (env OR + keyword); `BLOCK DATA GOMPBD` initialises the flags. Coeff path stays in + `FVS_GOMPIT_COEF`. Validated on NE: native 211.1, env-gompit 175.5, + keyword-gompit 175.5 (byte-identical to env). + +## 6b. Stress test (robustness pass) + +19 variants x ~60 stands x native/gompit (~45,000 projection-years) produced +**zero** NaN/inf/negative/>2000-t-ac gompit values and no crashes; gompit effect +ranges NC -4% to UT -82%, with productive variants in a tight -13% to -27% band. +See `calibration/output/gompit_stress_test.md` + `gompit_stress_summary.csv`. + +--- + +## 7. Suggested next steps (safe to autopilot) + +* Hand-hook BC; rebuild ON once the unrelated fire-link issue is resolved. +* A/B the built-but-unvalidated variants (OC, OP, TT, KT, ACD) once stress + stands exist. +* Scale every variant's A/B to a few hundred stands for manuscript tables. +* After the group map is settled, re-run the full sweep so all variants share + the refined crosswalk and affine map. + +--- + +## 8. Artifact index (all under PR #67) + +* Fortran: `src-converted/base/gompmort.f90`, `src-converted/common/GOMPMC.f90`, + the hooked `*/morts.f90`, updated `bin/FVS*_sourceList.txt`. +* Model-level validation: `calibration/output/gompit_mortality_validation.{md,png}`, + `calibration/R/40_gompit_mortality_validation_figure.R`. +* In-engine validation: `calibration/output/gompit_fvs_integration_validation.md`, + `gompit_fvs_inengine.png`, `gompit_fvs_allvariants.png`, + `calibration/R/41_*`, `calibration/R/42_*`, per-variant CSVs under + `calibration/output/gompit_fvs_csls/`. +* Rejected post-hoc approach (kept as the negative-result record): + `calibration/python/run_gompit_projection.py`, + `calibration/python/GOMPIT_INTEGRATION_FINDINGS.md`, and the gompit helper + modules `greg_mortality.py`, `cch_organon.py`, `project_mortality.py`. diff --git a/calibration/PERSEUS_SCALING_SCOPE.md b/calibration/PERSEUS_SCALING_SCOPE.md new file mode 100644 index 00000000..d5333b57 --- /dev/null +++ b/calibration/PERSEUS_SCALING_SCOPE.md @@ -0,0 +1,204 @@ +# Scaling FVS projections into PERSEUS: scenarios, statewide estimates, TreeMap + +Scoping memo for: (1) the three-way CONUS FVS comparison, (2) disturbance + +harvest scenario runs feeding statewide estimates to the PERSEUS dashboard, and +(3) a TreeMap2022 spatially-explicit track with a FIADB-vs-TreeMap comparison. +Grounded in what is already on Cardinal (June 2026). + +## 0. What is already in place (so we build, not rebuild) + +* **FIADB campaign running now.** SLURM array 11228741, 381 tasks = the full + FIADB (~1.8M stands, 5000/batch), each stand projected 100 yr in **default + and calibrated** FVS (AGB via NSBE). Idempotent reruns. This is the per-plot + trajectory engine everything else reuses. +* **gompit "national" FVS** validated in-engine across 23 buildable variants + (env or `GOMPMORT` keyword). This is the third arm. +* **PERSEUS dashboard data model** (`perseus_wire/api`, schema `perseus_api_v1`): + per-**state** series JSON, 70 metrics (agb_dry, agc_live_total, vol_stem, + harvest_c_yr, nbp_yr, mean_stand_age, old_forest_share_120, disturbance rates, + diversity...), each metric -> scenario class (currently only + `managed (harvest)`) -> engine (currently only **CEM**, with RCP45/85 + econ + variants), time series `[year, mean, lo, hi]` 2004-2099. **FVS is not yet an + engine.** So our work plugs in as new engines. +* **Disturbance rasters**: `p_disturbance_{2016,2020,2022}.tif`, 30 m CONUS + (154179 x 97279), per-pixel **probability** 0.014-0.719, mean 0.178. +* **TreeMap2022**: `reference_rasters/TREEMAP/TM2022/TreeMap2022_CONUS.tif` (30 m, + official USFS), `TreeMap2022_CONUS_Tree_Table.csv` (donor-plot tree lists), + data dictionary; plus `TREEMAP_outputs_v5/attrs/2022/tm_id_plain.tif` = the + **donor plot ID per pixel**, and `qmd/topht/fortypcd/ecoregion` attribute + rasters. +* **Maine prototype**: `ME_AGB_Map_Comparison/` (fia, hexagons, lidar, processed + maps) -- a seed for the multi-scale FIADB-vs-map comparison. + +## 1. Three FVS engines into the dashboard (near-term, low cost) + +Default (status quo), calibrated (Bayesian), gompit (national mortality) become +three FVS engines. Per arm: take each stand's AGB trajectory, convert to the +dashboard metrics (AGC = AGB x ~0.47; add stem volume and mean age from the FVS +summary tables), expand by FIA plot weight (TPA/EXPNS) to per-acre -> total, +aggregate to **state x year x metric**, emit as `series/.json` engine +class `FVS`, scenario `potential (no management)` with a MC/uncertainty band. + +* Default + calibrated: data is being produced now; aggregation is the only new + piece (reuses NSBE + FIA expansion already in the harness). +* gompit arm: rerun the same campaign with `FVS_LIB_DIR=fvs_gompit/lib` + + `FVS_GOMPIT=1`, config = default growth (gompit owns mortality). ~Same compute + as one campaign arm. + +Cost: LOW. Deliverable: FVS as a first-class engine alongside CEM, three +parameterizations, no-management baseline, all states. + +## 2. Disturbance + harvest scenarios -> statewide estimates + +The current runs are the **potential** (no disturbance, no harvest) trajectory. +To populate the dashboard's scenario axis: + +**Disturbance (data in hand).** For each stand, sample its pixel value from +`p_disturbance_2022.tif` (annual/periodic disturbance probability). Per 5-yr +cycle draw a Bernoulli event; on an event apply an FVS disturbance pulse +(mortality fraction by disturbance agent via `FIXMORT`/fire-fuels extension, or +a partial stand-replacing event). Monte Carlo N draws -> the `[mean, lo, hi]` +band the dashboard expects. Maps directly to metrics `any_disturbance_rate_pct`, +`insect/disease/animal/human_rate_state_pct`. + +**Harvest -- the model already exists** (`conus_hcs`, Harvest Choice System, +canonical rd-corrected v4, 2026-05-31). It is a fitted, CV-validated, CONUS-wide, +two-stage harvest model conditioned on **price, ownership, region, and relative +density** -- exactly the data-driven, landowner/region/forest-type-specific, +market-aligned, repeatable spec. Delivered both as fitted models and as 240 m +CONUS annual-probability + intensity **rasters** +(`conus_hcs/data/analytic/maps_conus_canonical/`): + +* occurrence: `conus_p_partial_annual`, `conus_p_clearcut_annual`, + `conus_p_stand_replacement_annual` (each + SD; per-region; +50%-price + sensitivity layer); +* intensity: `conus_intensity_partial/clearcut`, + `conus_expected_ba_removed_annual`, `conus_vol_removed_annual`; +* class/value: `conus_hcs_class_*`, `conus_value_at_risk*`; +* prices: `conus_stumpage_panel.parquet` (state x year x product, 2020 USD/m3, + RPA subregion, source-aware western prices). + +So harvest is a **coupling** task, not a modelling task: per FVS stand, sample +its pixel's `p_partial`/`p_clearcut`/`p_stand_replacement` (and intensity); per +5-yr cycle convert annual->period prob and draw; on a partial event apply an FVS +thinning to the modelled residual (`expected_ba_removed`/`intensity_partial`), +on a clearcut/stand-replacement event apply FVS clearcut+regen; Monte Carlo for +bands; price scenarios via the stumpage panel + the +50%-price layer. Output +`harvest_c_yr` flux + post-harvest stock. This *is* the layered +BAU/FIA-derived/stumpage approach you wanted, already estimated. + +`conus_svi` (stand vulnerability index) is the natural-disturbance companion +surface to pair with `p_disturbance` for the disturbance scenario. + +Cost: MEDIUM, and lower than a from-scratch build -- the harvest probabilities +are done; new work is the FVS scenario-keyword injection, per-stand raster +sampling, and the MC wrapper. + +## 3. TreeMap2022 spatially-explicit -- the key feasibility result + +Naive per-pixel FVS over ~5 billion forested 30 m pixels is infeasible. **But +TreeMap is an imputation: every pixel carries a donor FIA plot ID +(`tm_id_plain.tif`), and the donor set is essentially the FIA plots the campaign +is already projecting.** So: + +> spatially-explicit TreeMap projection = run FVS **once per unique donor plot** +> (already happening in the FIADB campaign) + a raster **join** painting each +> 30 m pixel with its donor plot's trajectory. + +Compute for the FVS side is therefore ~**zero marginal** over the running +campaign -- the cost is the tm_id -> plot-CN join and writing per-cycle AGB/AGC +rasters (~1-2 GB each x 20 cycles, the cspi `aligned_30m`/`conus_tiles` infra +already exists). Full independent per-pixel FVS is the infeasible path and is +**not** needed. + +Cost: MEDIUM (raster join + storage), not the "billions of runs" people fear. +Recommend a 1-2 state pilot first (ME, where the comparison prototype exists) +before CONUS-wide rasters. + +## 4. FIADB vs TreeMap comparison across spatial scales + +* **FIADB**: design-based plot-expansion estimates -- statistically rigorous at + state/region; no sub-county spatial detail. +* **TreeMap**: wall-to-wall 30 m, aggregable to any polygon; carries imputation + error. + +Comparison design: aggregate both to **state** (should agree if TreeMap is +unbiased -> validates the painting), then to **county / HUC / AOI** (TreeMap adds +detail FIADB cannot resolve; quantify where imputation bias emerges by comparing +TreeMap areal sums to FIA design estimates at progressively finer scales). The +Maine prototype (`ME_AGB_Map_Comparison`, with lidar) is the calibration anchor. +Deliverable: a multi-scale agreement curve -- where TreeMap adds value vs FIADB, +and the scale below which imputation error dominates. + +## 5. Recommended sequence (cost-ordered, autopilot-able where marked) + +1. [running] finish FIADB default + calibrated. **AUTO** +2. add gompit arm (rerun w/ gompit lib + env). **AUTO**, ~1 campaign-arm cost +3. aggregate 3 arms -> `perseus_api_v1` state series JSON (FVS engine). **AUTO** +4. disturbance scenario (raster-driven MC) on FIADB. MED; design then auto +5. harvest scenario -- start BAU to match CEM. MED; needs decision (3b) +6. TreeMap pilot (ME): tm_id -> CN join, paint, per-cycle rasters. MED +7. FIADB-vs-TreeMap multi-scale comparison (ME -> CONUS). MED + +Steps 1-3 I can run on autopilot now. 4-7 each have one design decision below. + +## 6. Decisions (resolved 2026-06-03) + +* **Harvest**: RESOLVED -- use the existing `conus_hcs` canonical v4 probability + + intensity rasters (data-driven, ownership/region/price-aware, repeatable). + Couple to FVS as above; no new harvest model needed. +* **Climate**: RESOLVED -- FVS engines stay climate-static (clean attribution of + the default vs calibrated vs gompit difference). +* **TreeMap scope**: RESOLVED -- ME/region pilot first, then CONUS. +* **Disturbance application** (step 4, open): mortality-pulse magnitude per agent + -- pair `p_disturbance` with `conus_svi`; use FIA DSTRBCD-implied severities, or + a single generic severity to start. (Minor; can default and refine.) + +## 6c. Integration architecture (FVS is a drop-in growth engine for `ycx`) + +The PERSEUS dashboard is already fed by a complete projection engine: the +**empirical yield-curve engine** (`perseus_wire/scripts/yield_curve_engine`, +`ycx_*`), which projects the current FIA inventory forward and produces the +per-state series. Crucially, the surrounding machinery the user is asking for is +**already built around it**: + +* `ycx_02_perseus.R` -- FIA inventory -> per-state calendar-year series (AGC, + AGB, vol + harvest flux), with **owner-specific harvest scenarios already + coded**: Industrial clearcut 45 yr; NIPF partial 20 yr/30%; State 25 yr/25%; + Public-Other 30 yr/15%; plus reserve (no harvest). Climate +/-10% ribbon. +* `ycx_merge_perseus.py` -- injects an engine (cls "YC") into `api/series`; + **FIA expansion = n_plots x A0** (A0 calibrated so AGC totals match + `fia.json`). This is the state-total method; FVS reuses it. +* `ycx_fiadb_vs_treemap.R` -- the **FIADB-vs-TreeMap comparison already exists**: + same curves expanded two ways, `yc_fia_empirical_v1` (n_plots x A0) vs + `yc_treemap_spatial_v1` (actual TreeMap 30 m pixel-area per imputed plot). +* `ycx_treemap_*.R` -- TreeMap spatial expansion already implemented. + +So **FVS (default/calibrated/gompit) is a drop-in alternative growth engine**: +its per-plot AGB(year) trajectories replace the Chapman-Richards yield curves, +then flow through the SAME expansion (FIADB and TreeMap), harvest scenarios, and +merge. Confirmed join: TreeMap pixel -> `TM_ID` -> (VAT) `PLT_CN` = +campaign `STAND_CN` -> FVS trajectory. + +Concrete integration steps (both tracks, reusing `ycx`): + 1. FVS aggregator: campaign `conus__b.csv` -> per-plot AGB(year) -> + per-state series in the `ycx` schema (state, scenario, metric, year, val), + engine cls `FVS`, models `fvs_default|fvs_calibrated|fvs_gompit`. + 2. PERSEUS wiring: run the `ycx_merge_perseus.py` pattern on the FVS series -> + FVS engines appear on the dashboard beside YC and CEM. + 3. ME TreeMap pilot: feed FVS ME-plot trajectories into the existing + `ycx_treemap_*` + `ycx_fiadb_vs_treemap.R` to paint ME and produce the + FIADB-vs-TreeMap multi-scale comparison with FVS as the engine. + +This is integration, not greenfield. The gating input is the running FVS +campaign (per-plot trajectories); the expansion/scenario/TreeMap code exists. + +## 7. Bottom line + +All four threads are feasible and most of the data + harness already exist. The +two non-obvious wins: (a) the three FVS arms plug into PERSEUS as engines with +low marginal effort, and (b) **TreeMap spatially-explicit reuses the running +FIADB per-plot compute almost for free via the donor-plot join** -- so the +FIADB-vs-TreeMap comparison is within reach without a separate billion-run +campaign. The realism step that needs your input is the harvest/disturbance +scenario definition. diff --git a/calibration/R/40_gompit_mortality_validation_figure.R b/calibration/R/40_gompit_mortality_validation_figure.R new file mode 100644 index 00000000..cc887ff3 --- /dev/null +++ b/calibration/R/40_gompit_mortality_validation_figure.R @@ -0,0 +1,100 @@ +#!/usr/bin/env Rscript +# Gompit mortality validation figure (manuscript). +# +# Visualises the model-level comparison of Greg Johnson's gompit survival +# (hazard on crown ratio + crown closure at tree tip) against a per-species base +# survival rate, computed by compare_new_mortality.R on the held national FIA +# remeasurement panel (7.6M tree records, 133 species). No FVS engine is +# involved, so there is no growth / density-feedback confound: this is a pure +# prediction check of the mortality model. +# +# Inputs (from conus_mort/full_out/): +# mortality_compare_overall.csv n, obs/pred survival, AUC, logloss (new vs base) +# mortality_compare_by_cch.csv survival by crown-closure-at-tip quartile +# +# Output: gompit_mortality_validation.png (two panels) +# A survival by cch quartile: the base rate misses crowding mortality; gompit +# tracks observed survival down into the most crowded quartile. +# B discrimination (AUC) and calibration (log loss), gompit vs base. +# +# Usage: +# Rscript 40_gompit_mortality_validation_figure.R \ +# --indir conus_mort/full_out --out gompit_mortality_validation.png + +suppressWarnings(suppressMessages({ + library(tidyverse) + library(patchwork) +})) + +args <- commandArgs(trailingOnly = TRUE) +ga <- function(f, d = NULL) { + i <- grep(paste0("^--", f, "="), args, value = TRUE) + if (!length(i)) return(d) + sub(paste0("^--", f, "="), "", i[1]) +} +INDIR <- ga("indir", ".") +OUT <- ga("out", "gompit_mortality_validation.png") + +overall <- read_csv(file.path(INDIR, "mortality_compare_overall.csv"), + show_col_types = FALSE) +by_cch <- read_csv(file.path(INDIR, "mortality_compare_by_cch.csv"), + show_col_types = FALSE) + +# colour-blind-safe palette +col_obs <- "#222222" +col_new <- "#0072B2" # gompit +col_base <- "#D55E00" # base rate + +# ---- Panel A: survival by crown-closure-at-tip quartile ---- +qlev <- by_cch$cch_q +panelA_long <- by_cch %>% + mutate(cch_q = factor(cch_q, levels = qlev)) %>% + select(cch_q, Observed = obs_surv, Gompit = pred_new, `Base rate` = pred_base) %>% + pivot_longer(-cch_q, names_to = "series", values_to = "surv") %>% + mutate(series = factor(series, levels = c("Observed", "Gompit", "Base rate"))) + +pA <- ggplot(panelA_long, aes(cch_q, surv, colour = series, group = series)) + + geom_line(linewidth = 0.9) + + geom_point(size = 2.6) + + scale_colour_manual(values = c(Observed = col_obs, Gompit = col_new, + `Base rate` = col_base), name = NULL) + + scale_y_continuous(labels = scales::number_format(accuracy = 0.01)) + + labs(x = "Crown closure at tree tip (quartile)", + y = "Period survival probability", + title = "A Survival tracks crown closure", + subtitle = "Base rate misses crowding mortality; gompit follows observed") + + theme_minimal(base_size = 12) + + theme(legend.position = c(0.02, 0.05), legend.justification = c(0, 0), + legend.background = element_rect(fill = "white", colour = NA), + panel.grid.minor = element_blank(), + plot.title = element_text(face = "bold"), + axis.text.x = element_text(angle = 20, hjust = 1)) + +# ---- Panel B: discrimination + calibration ---- +panelB <- tibble( + metric = c("AUC", "AUC", "Log loss", "Log loss"), + model = c("Gompit", "Base rate", "Gompit", "Base rate"), + value = c(overall$auc_new, overall$auc_base, + overall$logloss_new, overall$logloss_base) +) %>% mutate(model = factor(model, levels = c("Gompit", "Base rate"))) + +pB <- ggplot(panelB, aes(model, value, fill = model)) + + geom_col(width = 0.62) + + geom_text(aes(label = sprintf("%.3f", value)), vjust = -0.4, size = 3.6) + + facet_wrap(~metric, scales = "free_y") + + scale_fill_manual(values = c(Gompit = col_new, `Base rate` = col_base), + guide = "none") + + scale_y_continuous(expand = expansion(mult = c(0, 0.15))) + + labs(x = NULL, y = NULL, + title = "B Discrimination and calibration", + subtitle = sprintf("National FIA remeasurement panel (n = %s, %d species)", + format(overall$n, big.mark = ","), 133L)) + + theme_minimal(base_size = 12) + + theme(panel.grid.major.x = element_blank(), + panel.grid.minor = element_blank(), + strip.text = element_text(face = "bold"), + plot.title = element_text(face = "bold")) + +fig <- pA + pB + plot_layout(widths = c(1.15, 1)) +ggsave(OUT, fig, width = 11, height = 4.6, dpi = 300, bg = "white") +cat("wrote", OUT, "\n") diff --git a/calibration/R/41_gompit_fvs_inengine_figure.R b/calibration/R/41_gompit_fvs_inengine_figure.R new file mode 100644 index 00000000..adb924b2 --- /dev/null +++ b/calibration/R/41_gompit_fvs_inengine_figure.R @@ -0,0 +1,60 @@ +#!/usr/bin/env Rscript +# In-engine gompit vs native FVS mortality: AGB trajectories, NE / CS / LS. +# +# Reads the per-variant, per-mode validation CSVs produced by +# gompit_fvs_validate.py (native vs gompit, same FVS binary, env-toggled) and +# draws mean above-ground biomass over a 100-yr no-harvest projection. The +# point is that gompit mortality, substituted INSIDE the FVS growth loop, gives +# bounded, realistic biomass (no runaway), trimming late-rotation stocking as +# crown closure rises. +# +# Usage: +# Rscript 41_gompit_fvs_inengine_figure.R --indir --out gompit_fvs_inengine.png + +suppressWarnings(suppressMessages(library(tidyverse))) + +args <- commandArgs(trailingOnly = TRUE) +ga <- function(f, d = NULL) { + i <- grep(paste0("^--", f, "="), args, value = TRUE) + if (!length(i)) return(d) + sub(paste0("^--", f, "="), "", i[1]) +} +INDIR <- ga("indir", ".") +OUT <- ga("out", "gompit_fvs_inengine.png") + +files <- list.files(INDIR, pattern = "^val_(ne|cs|ls|sn)_(native|gompit)\\.csv$", + full.names = TRUE) +dat <- map_dfr(files, read_csv, show_col_types = FALSE) + +vlab <- c(ne = "NE (Northeast)", cs = "CS (Central States)", + ls = "LS (Lake States)", sn = "SN (Southern, n=10*)") +summ <- dat %>% + mutate(variant = factor(tolower(VARIANT), levels = c("ne","cs","ls","sn")), + mode = factor(MODE, levels = c("native","gompit"), + labels = c("Native FVS","Gompit-in-FVS"))) %>% + group_by(variant, mode, PROJ_YEAR) %>% + summarise(AGB = mean(AGB), .groups = "drop") + +col_nat <- "#999999"; col_gom <- "#0072B2" + +p <- ggplot(summ, aes(PROJ_YEAR, AGB, colour = mode)) + + geom_line(linewidth = 1.0) + + geom_point(size = 1.6) + + facet_wrap(~variant, nrow = 1, scales = "free_y", + labeller = labeller(variant = vlab)) + + scale_colour_manual(values = c("Native FVS" = col_nat, + "Gompit-in-FVS" = col_gom), name = NULL) + + labs(x = "Projection year", y = "Mean AGB (short tons / ac)", + title = "Gompit mortality substituted inside the FVS growth loop", + subtitle = "100-yr no-harvest projection, same binary, env-toggled; bounded and realistic, no runaway") + + theme_minimal(base_size = 12) + + theme(legend.position = "top", + panel.grid.minor = element_blank(), + plot.title = element_text(face = "bold"), + strip.text = element_text(face = "bold")) + +ggsave(OUT, p, width = 11, height = 4.2, dpi = 300, bg = "white") +cat("wrote", OUT, "\n") +# terminal-year table +summ %>% filter(PROJ_YEAR == max(PROJ_YEAR)) %>% + pivot_wider(names_from = mode, values_from = AGB) %>% print() diff --git a/calibration/R/42_gompit_fvs_allvariants_figure.R b/calibration/R/42_gompit_fvs_allvariants_figure.R new file mode 100644 index 00000000..cf9dc023 --- /dev/null +++ b/calibration/R/42_gompit_fvs_allvariants_figure.R @@ -0,0 +1,68 @@ +#!/usr/bin/env Rscript +# Gompit-in-FVS across eight variants (four mortality-routine families): +# eastern (vls/morts.f90): NE, CS, LS eastern (own): SN +# western (own Dixon/VARMRT): CR, WS, EC, CA +# Reads the per-variant native/gompit validation CSVs and produces two panels: +# A small-multiple AGB trajectories (native vs gompit), free y per variant +# B percent change in AGB at projection year 100, by variant, coloured by +# region -- the headline that the in-engine substitution is bounded and +# behaves variant-sensibly everywhere it was wired. +# +# Usage: Rscript 42_gompit_fvs_allvariants_figure.R --indir --out + +suppressWarnings(suppressMessages({library(tidyverse); library(patchwork)})) +args <- commandArgs(trailingOnly = TRUE) +ga <- function(f,d=NULL){i<-grep(paste0("^--",f,"="),args,value=TRUE);if(!length(i))return(d);sub(paste0("^--",f,"="),"",i[1])} +INDIR <- ga("indir","."); OUT <- ga("out","gompit_fvs_allvariants.png") + +vorder <- c("ne","cs","ls","sn","bm","em","ak", + "cr","ws","ec","ca","wc","pn","ci","ie","nc","so","tt") +region <- c(ne="East",cs="East",ls="East",sn="East",bm="West",em="West",ak="West", + cr="West",ws="West",ec="West",ca="West",wc="West",pn="West", + ci="West",ie="West",nc="West",so="West",tt="West") +vlab <- setNames(toupper(vorder), vorder) + +files <- list.files(INDIR, pattern="^val_(ne|cs|ls|sn|bm|em|ak|cr|ws|ec|ca|wc|pn|ci|ie|nc|so|tt)_(native|gompit)\\.csv$", full.names=TRUE) +dat <- map_dfr(files, read_csv, show_col_types=FALSE) %>% + mutate(v=tolower(VARIANT), + variant=factor(v, levels=vorder, labels=vlab[vorder]), + mode=factor(MODE, levels=c("native","gompit"), labels=c("Native FVS","Gompit-in-FVS"))) + +summ <- dat %>% group_by(variant, mode, PROJ_YEAR) %>% + summarise(AGB=mean(AGB), .groups="drop") + +col_nat<-"#999999"; col_gom<-"#0072B2" +pA <- ggplot(summ, aes(PROJ_YEAR, AGB, colour=mode)) + + geom_line(linewidth=0.8) + + facet_wrap(~variant, nrow=3, scales="free_y") + + scale_colour_manual(values=c("Native FVS"=col_nat,"Gompit-in-FVS"=col_gom), name=NULL) + + labs(x="Projection year", y="Mean AGB (tons/ac)", + title="A In-engine gompit vs native, 18 validated variants", + subtitle="100-yr no-harvest; bounded and realistic everywhere, no runaway") + + theme_minimal(base_size=11) + + theme(legend.position="top", panel.grid.minor=element_blank(), + plot.title=element_text(face="bold"), strip.text=element_text(face="bold")) + +chg <- dat %>% filter(PROJ_YEAR==100) %>% + group_by(v, variant, mode) %>% summarise(AGB=mean(AGB), .groups="drop") %>% + pivot_wider(names_from=mode, values_from=AGB) %>% + mutate(pct=(`Gompit-in-FVS`/`Native FVS`-1)*100, + Region=region[v]) %>% + arrange(pct) +chg$variant <- factor(chg$variant, levels=chg$variant) + +pB <- ggplot(chg, aes(variant, pct, fill=Region)) + + geom_col(width=0.7) + + geom_text(aes(label=sprintf("%+.0f%%", pct)), vjust=ifelse(chg$pct<0,1.2,-0.4), size=3.2) + + scale_fill_manual(values=c(East="#D55E00", West="#009E73")) + + scale_y_continuous(expand=expansion(mult=c(0.12,0.08))) + + labs(x=NULL, y="AGB change at yr 100 (gompit vs native)", + title="B Variant-specific effect", + subtitle="EC (PNW conifer) smallest: ORGANON crown proxy best-fit there") + + theme_minimal(base_size=11) + + theme(panel.grid.major.x=element_blank(), panel.grid.minor=element_blank(), + plot.title=element_text(face="bold"), legend.position="top") + +fig <- pA / pB + plot_layout(heights=c(1.6,1)) +ggsave(OUT, fig, width=12, height=9.5, dpi=300, bg="white") +cat("wrote", OUT, "\n"); print(chg %>% select(variant, Region, pct) %>% mutate(pct=round(pct))) diff --git a/calibration/R/63_conus_sf_to_variant_json.R b/calibration/R/63_conus_sf_to_variant_json.R new file mode 100644 index 00000000..35632649 --- /dev/null +++ b/calibration/R/63_conus_sf_to_variant_json.R @@ -0,0 +1,371 @@ +#!/usr/bin/env Rscript +# ============================================================================= +# 63_conus_sf_to_variant_json.R +# +# Land CONUS species-free (Leg B, trait-driven) component fits into per-variant +# config JSON files under a new `categories_conus_sf.{component}` block. This is +# the Leg B counterpart to 62_conus_to_variant_json.R (Leg A, per-species). +# +# Where Leg A gives every species its own random intercept, Leg B replaces the +# per-species intercept with a trait fixed-effect block (standardized traits +# times gamma) plus nested ecoregion random effects (L1 > L2 > L3) and, where +# fit, a forest-type random effect. The result generalizes to species that have +# no per-species fit, which is the point of the "species-independent equations" +# option in the CONUS single variant. +# +# Unlike Leg A, this script does the extract and the serialize in one pass: the +# species-free blocks are compact (one trait_effect per species, small RE +# tables, no multi-GB draws CSV), so there is no separate 61-style extractor. +# +# Reads (per component, on Cardinal where the fits live): +# {OUT_DIR}/{model}_fit.rds cmdstanr fit object +# {OUT_DIR}/{model}_meta.rds prep_meta (sp, L1, L2, L3), trait_cols, ... +# calibration/traits/species_traits.rds raw species trait table +# config/calibrated/{variant}.json (existing, must already carry categories) +# +# Writes: +# config/calibrated/{variant}.json with categories_conus_sf.{component} block, +# in the exact shape config_loader.py get_conus_sf_runtime_block() decodes: +# model +# fixed_effects {param, mean, sd} +# trait_gamma {trait_col, gamma_mean, scale_mean, scale_sd} +# species {SPCD, trait_effect_mean, raw_..., std_...} +# re_L1 / re_L2 / re_L3 / re_FT {level, mean} +# hybrid_source_map {SPCD, source} leg_a where a reliable per-species fit +# exists in categories_conus, else leg_b +# +# Usage: +# Rscript 63_conus_sf_to_variant_json.R --variant all --component dg +# Rscript 63_conus_sf_to_variant_json.R --variant ne --component all --dry-run +# Rscript 63_conus_sf_to_variant_json.R --variant all --component dg \ +# --outdir calibration/output/conus/dg/speciesfree_pilot \ +# --model dg_kuehne_cspi_traits1_b1 +# +# Notes +# ----- +# - The trait standardization is recomputed here from species_traits.rds using +# the SAME logic as the fitting script (median-impute NA, then z-score over +# the fit's species set). This must stay in lockstep with +# 32_fit_dg_kuehne_speciesfree.R; if the fit changes its standardization, +# change it here too. scale_mean / scale_sd are stored so the loader can +# standardize traits for species outside the fit at runtime. +# - Existing categories.* and categories_conus.* blocks are left untouched. +# - Only components whose species-free fit is actually present are written; a +# missing fit is logged and skipped (Leg B is being rolled out component by +# component, DG first). +# ============================================================================= + +suppressPackageStartupMessages({ + library(tidyverse) + library(jsonlite) + library(logger) +}) + +# --------------------------------------------------------------------------- +# Configuration +# --------------------------------------------------------------------------- + +project_root <- Sys.getenv("FVS_PROJECT_ROOT", normalizePath("..")) +calibration_dir <- file.path(project_root, "calibration") +conus_dir <- file.path(calibration_dir, "output", "conus") +config_dir <- file.path(project_root, "config") +calibrated_dir <- file.path(config_dir, "calibrated") +traits_file <- file.path(calibration_dir, "traits", "species_traits.rds") + +# Component -> (default speciesfree output dir, default model name). Override +# either via --outdir / --model. DG is the landed pilot; the others follow the +# same OUT_DIR / OUT_NAME convention as their fitting scripts once fit. +SF_DEFAULTS <- list( + diameter_growth = list( + outdir = file.path(conus_dir, "dg", "speciesfree_pilot"), + model = "dg_kuehne_cspi_traits1_b1"), + height_growth = list( + outdir = file.path(conus_dir, "hg", "speciesfree"), + model = "hg_organon_fixedK_cspi_traits1_sf"), + height_diameter = list( + outdir = file.path(conus_dir, "ht_dbh", "speciesfree"), + model = "htdbh_wykoff_lognormal_cspi_traits1_sf"), + height_crown_base = list( + outdir = file.path(conus_dir, "hcb", "speciesfree"), + model = "hcb_organon_cspi_traits1_sf"), + mortality = list( + outdir = file.path(conus_dir, "mortality", "speciesfree"), + model = "mort_logit_simple_cspi_traits1_sf"), + crown_recession = list( + outdir = file.path(conus_dir, "crown_recession", "speciesfree"), + model = "cr_recession_cspi_traits1_sf") +) + +COMPONENT_ALIASES <- list( + dg = "diameter_growth", hg = "height_growth", ht_dbh = "height_diameter", + hcb = "height_crown_base", mort = "mortality", mortality = "mortality", + cr = "crown_recession", crown_recession = "crown_recession" +) + +ALL_VARIANTS <- c("acd","ak","bm","ca","ci","cr","cs","ec","em","ie","kt", + "ls","nc","ne","oc","on","op","pn","sn","so","tt","ut", + "wc","ws","bc") + +`%||%` <- function(a, b) if (is.null(a) || length(a) == 0) b else a + +# --------------------------------------------------------------------------- +# Argument parsing +# --------------------------------------------------------------------------- + +parse_args <- function(args) { + out <- list(variant = NULL, component = NULL, model = NULL, + outdir = NULL, dry_run = FALSE) + i <- 1 + while (i <= length(args)) { + a <- args[i] + if (a == "--variant" && i < length(args)) { out$variant <- args[i+1]; i <- i+2 } + else if (a == "--component" && i < length(args)) { out$component <- args[i+1]; i <- i+2 } + else if (a == "--model" && i < length(args)) { out$model <- args[i+1]; i <- i+2 } + else if (a == "--outdir" && i < length(args)) { out$outdir <- args[i+1]; i <- i+2 } + else if (a == "--dry-run") { out$dry_run <- TRUE; i <- i+1 } + else i <- i+1 + } + out +} + +resolve_component <- function(name) { + if (name == "all") return(names(SF_DEFAULTS)) + if (!is.null(COMPONENT_ALIASES[[name]])) return(COMPONENT_ALIASES[[name]]) + if (name %in% names(SF_DEFAULTS)) return(name) + stop("Unknown component: ", name) +} + +resolve_variant <- function(name) { + if (name == "all") return(ALL_VARIANTS) + if (name %in% ALL_VARIANTS) return(name) + stop("Unknown variant: ", name) +} + +# --------------------------------------------------------------------------- +# Trait standardization (must match 32_fit_dg_kuehne_speciesfree.R lines 148-161) +# --------------------------------------------------------------------------- + +build_trait_scaling <- function(sp_levels, trait_cols) { + if (!file.exists(traits_file)) { + stop("species_traits.rds not found at ", traits_file, + " — required to recompute trait standardization for Leg B.") + } + traits <- as.data.frame(readRDS(traits_file)) + sub <- traits[match(sp_levels, traits$SPCD), c("SPCD", trait_cols), drop = FALSE] + W_raw <- as.matrix(sub[, trait_cols, drop = FALSE]) + + scale_mean <- numeric(length(trait_cols)) + scale_sd <- numeric(length(trait_cols)) + W_std <- W_raw + for (j in seq_along(trait_cols)) { + col <- W_raw[, j] + na <- is.na(col) + if (any(na)) col[na] <- median(col[!na], na.rm = TRUE) # median-impute + m <- mean(col); s <- sd(col) + scale_mean[j] <- m + scale_sd[j] <- s + W_std[, j] <- (col - m) / s + W_raw[, j] <- col # keep the imputed raw value so raw_/std_ stay consistent + } + list(SPCD = sp_levels, trait_cols = trait_cols, + scale_mean = scale_mean, scale_sd = scale_sd, + W_raw = W_raw, W_std = W_std) +} + +# --------------------------------------------------------------------------- +# Fit readers +# --------------------------------------------------------------------------- + +# Summarise a set of posterior variables to mean/sd. Uses the fit's own +# $summary() so this works on any cmdstanr fit without loading all draws. +summ <- function(fit, vars) { + s <- fit$summary(variables = vars, "mean", "sd") + tibble(variable = s$variable, mean = s$mean, sd = s$sd) +} + +read_sf_component <- function(component, outdir, model) { + fit_path <- file.path(outdir, paste0(model, "_fit.rds")) + meta_path <- file.path(outdir, paste0(model, "_meta.rds")) + if (!file.exists(fit_path) || !file.exists(meta_path)) { + log_warn("Species-free fit/meta missing for {component}: {fit_path}") + return(NULL) + } + log_info("Reading {component} SF fit: {model}") + fit <- readRDS(fit_path) + meta <- readRDS(meta_path) + + sp_levels <- meta$prep_meta$sp + L1_levels <- meta$prep_meta$L1 %||% character(0) + L2_levels <- meta$prep_meta$L2 %||% character(0) + L3_levels <- meta$prep_meta$L3 %||% character(0) + FT_levels <- meta$prep_meta$FT %||% character(0) + trait_cols <- meta$trait_cols + + # Fixed effects: intercept + covariate coefficients + sigmas. Grab everything + # that is not indexed and not the per-species trait_effect vector. + all_vars <- fit$metadata()$model_params %||% fit$summary()$variable + fe_vars <- all_vars[!grepl("\\[", all_vars) & + !all_vars %in% c("lp__") & + !grepl("^(z_|trait_effect|log_lik|mu_|y_rep)", all_vars)] + fixed <- summ(fit, fe_vars) + + # Trait gamma vector, aligned to trait_cols order (gamma[1]..gamma[P]). + P <- length(trait_cols) + gamma <- summ(fit, paste0("gamma[", seq_len(P), "]"))$mean + + # Per-species trait effect (posterior mean of W_std %*% gamma). + te <- summ(fit, paste0("trait_effect[", seq_along(sp_levels), "]"))$mean + + # Nested ecoregion random-effect means. Level order matches *_levels. + re_means <- function(prefix, levels) { + if (length(levels) == 0) return(tibble(level = character(0), mean = numeric(0))) + v <- paste0(prefix, "[", seq_along(levels), "]") + tibble(level = as.character(levels), mean = summ(fit, v)$mean) + } + re_L1 <- re_means("z_L1", L1_levels) + re_L2 <- re_means("z_L2", L2_levels) + re_L3 <- re_means("z_L3", L3_levels) + re_FT <- re_means("z_FT", FT_levels) + + scaling <- build_trait_scaling(sp_levels, trait_cols) + + list(model = model, sp = sp_levels, trait_cols = trait_cols, + fixed = fixed, gamma = gamma, trait_effect = te, + re_L1 = re_L1, re_L2 = re_L2, re_L3 = re_L3, re_FT = re_FT, + scaling = scaling) +} + +# --------------------------------------------------------------------------- +# Block builder (per variant, per component) +# --------------------------------------------------------------------------- + +build_sf_block <- function(sf, variant_spcds, legA_spcds) { + # Keep the national species table but flag which SPCDs the variant actually + # uses via the hybrid source map; runtime looks up by SPCD, not by position. + sp <- sf$sp + sc <- sf$scaling + + species_block <- list(SPCD = as.integer(sp), + trait_effect_mean = as.numeric(sf$trait_effect)) + for (j in seq_along(sf$trait_cols)) { + col <- sf$trait_cols[j] + species_block[[paste0("raw_", col)]] <- as.numeric(sc$W_raw[, j]) + species_block[[paste0("std_", col)]] <- as.numeric(sc$W_std[, j]) + } + + # leg_a where the variant has a reliable per-species fit for this component + # (SPCD present in categories_conus.{component}.species_intercepts), else leg_b. + src <- ifelse(sp %in% legA_spcds, "leg_a", "leg_b") + # Restrict the source map to species the variant actually carries, when known. + if (!is.null(variant_spcds)) { + keep <- sp %in% variant_spcds + hybrid_map <- list(SPCD = as.integer(sp[keep]), source = src[keep]) + } else { + hybrid_map <- list(SPCD = as.integer(sp), source = src) + } + + re_to_list <- function(re) list(level = as.character(re$level), + mean = as.numeric(re$mean)) + + list( + model = sf$model, + fixed_effects = list(param = sf$fixed$variable, + mean = as.numeric(sf$fixed$mean), + sd = as.numeric(sf$fixed$sd)), + trait_gamma = list(trait_col = sf$trait_cols, + gamma_mean = as.numeric(sf$gamma), + scale_mean = as.numeric(sc$scale_mean), + scale_sd = as.numeric(sc$scale_sd)), + species = species_block, + re_L1 = re_to_list(sf$re_L1), + re_L2 = re_to_list(sf$re_L2), + re_L3 = re_to_list(sf$re_L3), + re_FT = re_to_list(sf$re_FT), + hybrid_source_map = hybrid_map, + notes = "Species-free (Leg B): species effect = standardized traits x gamma." + ) +} + +# --------------------------------------------------------------------------- +# Per-variant integration +# --------------------------------------------------------------------------- + +integrate_variant <- function(variant, sf_by_component, dry_run) { + json_path <- file.path(calibrated_dir, paste0(variant, ".json")) + if (!file.exists(json_path)) { + log_error("Variant config not found: {json_path}"); return(invisible(FALSE)) + } + cfg <- fromJSON(json_path, simplifyVector = FALSE) + + variant_spcds <- cfg$categories$species_definitions$FIAJSP + if (!is.null(variant_spcds)) { + variant_spcds <- as.integer(unlist(variant_spcds)) + variant_spcds <- variant_spcds[!is.na(variant_spcds)] + } + + if (is.null(cfg$categories_conus_sf)) cfg$categories_conus_sf <- list() + + for (component in names(sf_by_component)) { + sf <- sf_by_component[[component]] + if (is.null(sf)) next + + # Leg A species set for this variant/component (for the hybrid source map). + legA <- cfg$categories_conus[[component]]$species_intercepts$SPCD + legA_spcds <- if (!is.null(legA)) as.integer(unlist(legA)) else integer(0) + + block <- build_sf_block(sf, variant_spcds, legA_spcds) + cfg$categories_conus_sf[[component]] <- block + log_info(" {variant}/{component}: {length(sf$sp)} species, {length(sf$trait_cols)} traits, L1/L2/L3 = {nrow(sf$re_L1)}/{nrow(sf$re_L2)}/{nrow(sf$re_L3)}") + } + + cfg$categories_conus_sf$metadata <- list( + integration_date = format(Sys.Date()), + pipeline_version = "fvs-conus phase 4 species-free (Leg B)", + components_present = setdiff(names(cfg$categories_conus_sf), "metadata") + ) + + if (dry_run) { log_info("[dry-run] would write {json_path}"); return(invisible(TRUE)) } + + backup <- paste0(json_path, ".pre_sf_", format(Sys.time(), "%Y%m%d_%H%M%S")) + file.copy(json_path, backup) + write_json(cfg, json_path, pretty = TRUE, auto_unbox = TRUE, na = "null") + log_info("Wrote {json_path} (backup {backup})") + invisible(TRUE) +} + +# --------------------------------------------------------------------------- +# Main +# --------------------------------------------------------------------------- + +main <- function() { + args <- parse_args(commandArgs(trailingOnly = TRUE)) + if (is.null(args$variant) || is.null(args$component)) { + stop("Usage: --variant --component [--outdir D] [--model M] [--dry-run]") + } + + variants <- resolve_variant(args$variant) + components <- resolve_component(args$component) + + # Read each component's SF fit once (fits are national; variants only differ + # in which species they carry and their Leg A coverage for the source map). + sf_by_component <- list() + for (component in components) { + d <- SF_DEFAULTS[[component]] + outdir <- args$outdir %||% d$outdir + model <- if (!is.null(args$model) && length(components) == 1) args$model else d$model + sf_by_component[[component]] <- read_sf_component(component, outdir, model) + } + if (all(map_lgl(sf_by_component, is.null))) { + stop("No species-free fits found for the requested component(s). ", + "Check --outdir / --model or run the Leg B fits first.") + } + + log_info("Landing Leg B for {length(components)} component(s) into {length(variants)} variant(s)") + ok <- 0 + for (v in variants) { + if (integrate_variant(v, sf_by_component, args$dry_run)) ok <- ok + 1 + } + log_info("{ok}/{length(variants)} variants updated") +} + +if (!interactive()) main() diff --git a/calibration/output/FVS_PERSEUS_HANDOFF.docx b/calibration/output/FVS_PERSEUS_HANDOFF.docx new file mode 100644 index 00000000..91ea637f Binary files /dev/null and b/calibration/output/FVS_PERSEUS_HANDOFF.docx differ diff --git a/calibration/output/FVS_PERSEUS_HANDOFF.md b/calibration/output/FVS_PERSEUS_HANDOFF.md new file mode 100644 index 00000000..d057ee8a --- /dev/null +++ b/calibration/output/FVS_PERSEUS_HANDOFF.md @@ -0,0 +1,196 @@ +# FVS x PERSEUS integration -- handoff + +Status: the full-FIADB CONUS FVS projection system is built, validated, and +**live** on the PERSEUS dashboard (https://holoros.github.io/perseus-forest-intelligence/). +This document is the single reference for what exists, how it fits together, the +key findings, and what is left. + +**Data deposit (Zenodo):** the processed projection products, pipeline code, and +findings docs are archived and citable. +Concept DOI (latest version): https://doi.org/10.5281/zenodo.20555666 | +v1.0.0: https://doi.org/10.5281/zenodo.20555667 (CC-BY-4.0). +Derived from the fvs-modern software (DOI 10.5281/zenodo.19802672). + +## 0. Executive summary + +A modernized, Bayesian-calibrated Forest Vegetation Simulator was run over the +entire USDA FIA database (49 states, every plot, to 2125) and wired into the +PERSEUS Forest Intelligence dashboard as three growth/mortality engines +(default, calibrated, gompit), each under four management scenarios anchored to +FIA carbon. The single most consequential moment was a QA catch *before* +publication: the DataMart tree lists silently under-expanded overstory ~6.5x, +making the first campaign's biomass ~6x too light. That was diagnosed against the +raw FIA TREE table, fixed, and the whole campaign re-run. On top of the corrected +projections we added: a data-driven harvest+disturbance managed scenario with +intensive management confined to FIADB plantations; a CONUS TreeMap +spatially-explicit layer and a FIADB-vs-TreeMap multi-scale comparison; bootstrap +trend breakdowns by landowner, ecoregion, state, and forest type; and a Bayesian +posterior-draw parameter-uncertainty band (34 states). The headline scientific +result: structural (engine-choice) uncertainty of 30-60% dominates parameter +uncertainty of 0-18%, so the mortality model matters far more than the calibrated +coefficients. Everything is live, passes both the project's API-integrity check +and a dedicated invariant stress test (0 violations), is archived on Zenodo with +a DOI, and is reproducible from raw FIA via one pipeline script. + +## 0b. Deliverables (all live / committed) + +* **Dashboard (live):** 3 FVS engines x 4 scenarios x 49 states + `harvest_c_yr`, + with a calibrated posterior band on 34 states. cls `FVS` on + holoros.github.io/perseus-forest-intelligence. Passes `check_api_integrity.py`. +* **Zenodo dataset:** concept DOI 10.5281/zenodo.20555666 (v1.0.0 .20555667), + 21 files, CC-BY-4.0, cross-linked to the fvs-modern software DOI. +* **Reproducible pipeline:** `run_fvs_perseus_pipeline.sh` (raw FIA -> dashboard). +* **Analysis products (repo + Zenodo):** owner/ecoregion/state/forest-type trends + with bootstrap CI; FIADB-vs-TreeMap multi-scale comparison; posterior CI table. +* **Documentation:** this handoff + eight findings docs + a roadmap. + +## 1. What is live + +Three national FVS engines, each with four management scenarios, anchored to FIA +carbon, for all 49 forested states (cls `FVS` on the dashboard): + +| engine | model id | character | +|--------|----------|-----------| +| default | `fvs_national_default_v1` | native (Dixon/VARMRT) mortality; over-accumulates with no harvest | +| calibrated | `fvs_national_calibrated_v1` | Bayesian-calibrated growth; 13-32% below default; carries a posterior parameter band on 34 calibrated states | +| gompit | `fvs_national_gompit_v1` | Johnson national density-dependent mortality; caps and gently declines in late succession | + +Scenarios (buckets) per engine: `reserve (no harvest)`, `managed (conservation)` +(lightest), `managed (harvest)` (realistic), `managed (intensive)`, plus +`harvest_c_yr`. +Metrics: `agc_live_total` (Tg C) and `agb_dry` (Tg). The invariant stress test +(`fvs_dashboard_stress.py`) passes with 0 violations. + +The canonical dataset is **v3** (treeinit_h, 100% tree heights). Live commit +chain on `holoros/perseus-forest-intelligence` ends at the v3 refresh. + +## 2. The data pipeline (raw FIA -> dashboard) + +`run_fvs_perseus_pipeline.sh` chains all of it. Stages: + +1. **treeinit fix** (`treeinit_fix_v2.py`): the DataMart `FVS_TREEINIT_PLOT` + under-expands overstory TPA ~6.5x and is ~30% short on heights. Rejoin each + row by `TREE_CN` to the raw FIA `_TREE.csv` to restore `TPA_UNADJ` and fill + `HT` (FIA modeled height + per-species H-D imputation for the rest). Output + `FIA_fresh/treeinit_h/`. **Always run this first.** It is the single most + important fix -- without it the campaign biomass is ~6x too light. +2. **strata inputs**: `build_plantation_flag.py` (STDORGCD -> plt_plantation.csv); + `build_state_harvest_rates.R` (conus_hcs rasters sampled at plot locations -> + state_harvest_rates.csv). +3. **campaign** (SLURM arrays, `submit_conus_fvs_v3.slurm`, + `submit_conus_gompit_v3.slurm`, `--array=0-380%40`): runs every FIA plot + through the proper regional FVS variant, default + calibrated + gompit arms, + 20x5yr cycles, AGB via NSBE. Output `out_fvs_v3/`, `out_gompit_v3/` + (`conus__b.csv`). Median batch ~45 min; whole thing overnight. +4. **aggregate** (`fvs_perseus_aggregate.py`): per-state density series + (Mg/ha), 10/90 plot-percentile band. -> `perseus_series__v3/`. +5. **managed scenarios** (`fvs_managed_v2.py`): plantation-aware. Intensive + regime only on plantation plots; extensive on natural; calibrated so the area + blend reproduces the sampled rate. -> `managed3_/`. +6. **posterior CI** (`fvs_posterior_uncertainty.py`, SLURM array over + state x variant x draw; `manifest_post.tsv`): parameter uncertainty per + anchored state. -> `posterior_ci_all.csv`. +7. **merge + ribbon + stress + push** (on a CLEAN `origin/main` checkout so + unreleased feature work never leaks): `fvs_perseus_merge.py` (FVS_MANAGED_ROOT + set) injects engines x scenarios; `fvs_posterior_ribbon.py` applies the + calibrated parameter band; `fvs_dashboard_stress.py` MUST report 0 before push. + +Area model: each state's totals use a fixed area anchored so the 2030 reserve +carbon reproduces `fia.json` tg_agc (7 anchored states: ME GA IN ID MN OR WA; +median ha/plot fallback elsewhere). Series anchored at **2030** because FVS +reports the 2025 inventory treelist before its H-D model runs (the height fix +does not change this -- it is a reporting-order artifact, confirmed). + +## 3. Key findings + +* **Treeinit expansion bug (the big one):** `FVS_TREEINIT_PLOT` TREE_COUNT + under-expands overstory ~6.5x, concentrated in eastern variants; caught via a + QA check before anything went public; fixed against the raw FIA TREE table. +* **gompit caps carbon:** density-dependent national mortality plateaus and + gently declines late-succession biomass -- the most realistic ceiling of the + three engines, and why it sits lowest at 2125. +* **Plantation-confined intensive management:** intensive harvest only on FIADB + plantations (STDORGCD=1, 10.2% of CONUS forest). Where plantations are common + (GA 28%, OR 20%) the realistic managed path drops below extensive; where + forests are natural (ME 2.4%) they coincide. +* **Uncertainty hierarchy:** parameter uncertainty (posterior draws) is 0-18% at + 2075, far inside the 30-60% structural spread between engines. The + mortality-model choice dominates, not the calibrated parameters. The calibrated + engine is nonetheless informative everywhere (13-32% below default). +* **FIADB vs TreeMap across scales:** the area-expansion choice is negligible at + CONUS (~2%) but grows with resolution (state 0.36-1.39, forest type 0.23-1.96). + FVS-on-TreeMap CONUS carbon cross-validates to within 9% of TreeMap's own + imputed carbon. + +## 4. Tooling (calibration/stress/) + +| script | role | +|--------|------| +| `treeinit_fix_v2.py` | TPA + height treeinit repair (stage 1) | +| `build_plantation_flag.py` | STDORGCD plantation flag | +| `build_state_harvest_rates.R` | conus_hcs harvest + disturbance rates at plots | +| `run_conus_task_fvstreeinit.py` | per-batch campaign task | +| `fvs_perseus_aggregate.py` | campaign -> per-state density series | +| `fvs_managed_v2.py` | plantation-aware managed scenarios | +| `fvs_perseus_merge.py` | inject engines x scenarios into dashboard series | +| `fvs_posterior_uncertainty.py` | posterior-draw parameter CI (array, --draw-idx) | +| `fvs_posterior_ribbon.py` | apply parameter band to calibrated engine | +| `fvs_strata_trends.py` | landowner/ecoregion/state trends + bootstrap CI | +| `fvs_treemap_conus_compare.py` | FIADB vs TreeMap multi-scale | +| `fvs_dashboard_stress.py` | invariant validator (must be 0 before push) | +| `run_fvs_perseus_pipeline.sh` | orchestrates all stages | + +Findings docs: `calibration/output/conus_treeinit_expansion_bug.md`, +`fvs_managed_scenario.md`, `fvs_plantation_scenarios.md`, +`fvs_treemap_conus.md`, `fvs_strata_trends.md`, `fvs_posterior_uncertainty.md`, +`fvs_dashboard_stress.md`, `fvs_perseus_next_steps.md`. + +## 5. Cardinal locations + +* campaign output: `/fs/scratch/PUOM0008/crsfaaron/fvs_stress/out_fvs_v3`, + `out_gompit_v3` (v2 retained for comparison) +* fixed treeinit: `/fs/scratch/.../FIA_fresh/treeinit_h/` +* series / managed / posterior: `perseus_series_*_v3`, `managed3_*`, + `post_/`, `posterior_ci_all.csv` under `fvs_stress/` +* dashboard repo: `/fs/scratch/.../perseus_wire` (origin + `holoros/perseus-forest-intelligence`, deploy from `main` via Vite -> Pages) +* TreeMap VAT areas: `plt_area_treemap.csv`; harvest rates: + `state_harvest_rates.csv`; plantation flag: `plt_plantation.csv` + +## 5b. Scenario buckets + coexistence with the DB->API regeneration + +FVS engines expose the canonical scenario taxonomy: `reserve (no harvest)`, +`managed (harvest)` (realistic, intensive-on-plantations), `managed (intensive)` +(all-intensive bound), `managed (conservation)` (lightest; internally "extensive"). +The disturbance-exposed / mortality-stressed bucket variants are produced by the +master pipeline for other engines, not FVS. + +Operational note: the three FVS national models are **direct-injected** into +`public/api/series/*.json` by `fvs_perseus_merge.py`, not generated by the master +database->API pipeline. They have survived the master regenerations to date (the +regen is additive by model id), but a full series rebuild from the database would +not recreate them -- after any such rebuild, re-run pipeline STAGE 7 (merge + +ribbon + stress). Both gates must pass before a push: `fvs_dashboard_stress.py` +(0 violations) and the repo's `scripts/check_api_integrity.py` (PASS). The +parameter-CI band currently covers 34 calibrated states (posterior_ci_all.csv); the carbon-dominant states are covered, the ~15 omitted are sparse-forest (negligible carbon). + +## 6. To refresh / reproduce + +Run `run_fvs_perseus_pipeline.sh` stage by stage. The push step always uses a +clean `git reset --hard origin/main` so Aaron's `feature/ecoregion-layer` work is +never disturbed; the working tree is restored to that branch afterward. The +stress test gates the push. + +## 7. Remaining roadmap (none blocking; all in fvs_perseus_next_steps.md) + +* **Dashboard UI cut** to expose the landowner / ecoregion / forest-type + breakdowns (data + bootstrap CIs already computed; needs a frontend view). +* **HWP carry-over**: route `harvest_c_yr` into a harvested-wood-products pool + for total-system carbon (the ecoregion-economics layer already models HWP). +* **Stand-age / rotation-aware harvest**: couple the YC owner-rotation logic so + harvest responds to maturity, and reconcile FVS-managed vs YC-managed. +* **Disturbance temporal basis**: confirm the p_disturbance window (currently + annualized over 20 yr); fit an annual hazard from the dated layers if possible. +* **Posterior CI for multi-variant western states** (OR/WA span several variants; + current CI uses the dominant variant only). +* **Climate-sensitive variant** (current runs are climate-static, by agreed scope). diff --git a/calibration/output/build_handoff_docx.js b/calibration/output/build_handoff_docx.js new file mode 100644 index 00000000..a40a6cf4 --- /dev/null +++ b/calibration/output/build_handoff_docx.js @@ -0,0 +1,118 @@ +const { Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell, + Footer, AlignmentType, LevelFormat, HeadingLevel, BorderStyle, + WidthType, ShadingType, PageNumber, ExternalHyperlink } = require("docx"); +const fs = require("fs"); + +const BLUE = "1F4E79", GREY = "595959", LINE = "CCCCCC"; +const border = { style: BorderStyle.SINGLE, size: 1, color: LINE }; +const borders = { top: border, bottom: border, left: border, right: border }; +const cmarg = { top: 80, bottom: 80, left: 120, right: 120 }; + +function p(runs) { + if (typeof runs === "string") runs = [new TextRun(runs)]; + return new Paragraph({ spacing: { after: 120 }, children: runs }); +} +function bullet(text) { + return new Paragraph({ numbering: { reference: "b", level: 0 }, + spacing: { after: 40 }, children: [new TextRun(text)] }); +} +function numd(text) { + return new Paragraph({ numbering: { reference: "n", level: 0 }, + spacing: { after: 40 }, children: [new TextRun(text)] }); +} +function h(text, level) { return new Paragraph({ heading: level, children: [new TextRun(text)] }); } +function cell(text, w, fill, bold) { + return new TableCell({ borders, width: { size: w, type: WidthType.DXA }, margins: cmarg, + shading: fill ? { fill, type: ShadingType.CLEAR } : undefined, + children: [new Paragraph({ children: [new TextRun({ text, bold: !!bold, size: 20 })] })] }); +} +function table(headers, rows, widths) { + const hr = new TableRow({ tableHeader: true, children: headers.map((t, i) => cell(t, widths[i], "D5E8F0", true)) }); + const body = rows.map(r => new TableRow({ children: r.map((t, i) => cell(t, widths[i], null, false)) })); + return new Table({ width: { size: widths.reduce((a, b) => a + b, 0), type: WidthType.DXA }, columnWidths: widths, rows: [hr, ...body] }); +} + +const doc = new Document({ + styles: { + default: { document: { run: { font: "Arial", size: 22 } } }, + paragraphStyles: [ + { id: "Title", name: "Title", basedOn: "Normal", next: "Normal", run: { size: 40, bold: true, font: "Arial", color: BLUE }, paragraph: { spacing: { after: 120 } } }, + { id: "Heading1", name: "Heading 1", basedOn: "Normal", next: "Normal", quickFormat: true, run: { size: 28, bold: true, font: "Arial", color: BLUE }, paragraph: { spacing: { before: 260, after: 120 }, outlineLevel: 0 } }, + { id: "Heading2", name: "Heading 2", basedOn: "Normal", next: "Normal", quickFormat: true, run: { size: 24, bold: true, font: "Arial", color: GREY }, paragraph: { spacing: { before: 160, after: 80 }, outlineLevel: 1 } }, + ], + }, + numbering: { config: [ + { reference: "b", levels: [{ level: 0, format: LevelFormat.BULLET, text: "•", alignment: AlignmentType.LEFT, style: { paragraph: { indent: { left: 540, hanging: 270 } } } }] }, + { reference: "n", levels: [{ level: 0, format: LevelFormat.DECIMAL, text: "%1.", alignment: AlignmentType.LEFT, style: { paragraph: { indent: { left: 540, hanging: 270 } } } }] }, + ] }, + sections: [{ + properties: { page: { size: { width: 12240, height: 15840 }, margin: { top: 1440, right: 1440, bottom: 1440, left: 1440 } } }, + footers: { default: new Footer({ children: [new Paragraph({ alignment: AlignmentType.CENTER, children: [ + new TextRun({ text: "FVS × PERSEUS handoff — page ", size: 16, color: GREY }), + new TextRun({ children: [PageNumber.CURRENT], size: 16, color: GREY })] })] }) }, + children: [ + new Paragraph({ style: "Title", children: [new TextRun("CONUS Forest Vegetation Simulator → PERSEUS")] }), + p([new TextRun({ text: "Integration handoff — calibrated FVS forest-carbon projections on the PERSEUS Forest Intelligence dashboard", italics: true, color: GREY })]), + p([new TextRun({ text: "Aaron Weiskittel, University of Maine (Center for Research on Sustainable Forests). June 2026.", size: 20, color: GREY })]), + p([new TextRun({ text: "Live: ", bold: true }), + new ExternalHyperlink({ link: "https://holoros.github.io/perseus-forest-intelligence/", children: [new TextRun({ text: "holoros.github.io/perseus-forest-intelligence", style: "Hyperlink" })] }), + new TextRun(" • Data DOI: "), + new ExternalHyperlink({ link: "https://doi.org/10.5281/zenodo.20555666", children: [new TextRun({ text: "10.5281/zenodo.20555666", style: "Hyperlink" })] })]), + + h("Executive summary", HeadingLevel.HEADING_1), + p("A modernized, Bayesian-calibrated Forest Vegetation Simulator was run over the entire USDA FIA database (49 states, every plot, to 2125) and wired into the PERSEUS dashboard as three growth/mortality engines (default, calibrated, gompit), each under four management scenarios anchored to FIA carbon."), + p("The most consequential moment was a QA catch before publication: the DataMart tree lists silently under-expanded overstory stem counts by about 6.5x, making the first campaign's biomass roughly 6x too light. That was diagnosed against the raw FIA TREE table, fixed, and the whole campaign re-run. On the corrected projections we added a data-driven harvest-plus-disturbance managed scenario with intensive management confined to FIADB plantations; a CONUS TreeMap spatially-explicit layer and a FIADB-vs-TreeMap multi-scale comparison; bootstrap trend breakdowns by landowner, ecoregion, state, and forest type; and a Bayesian posterior-draw parameter-uncertainty band."), + p([new TextRun("Headline result: "), new TextRun({ text: "structural (engine-choice) uncertainty of 30 to 60% dominates parameter uncertainty of 0 to 18%", bold: true }), new TextRun(" — the mortality model matters far more than the calibrated coefficients. Everything is live, passes the project API-integrity check and a dedicated invariant stress test (0 violations), is archived on Zenodo with a DOI, and is reproducible from raw FIA via one pipeline script.")]), + + h("What is live on the dashboard", HeadingLevel.HEADING_1), + table(["Engine", "Character"], + [["default", "Native (Dixon/VARMRT) mortality; over-accumulates with no harvest"], + ["calibrated", "Bayesian-calibrated growth; 13 to 32% below default; carries a posterior parameter band on 34+ states"], + ["gompit", "Johnson national density-dependent mortality; caps and gently declines in late succession"]], + [2200, 7160]), + p(""), + p([new TextRun({ text: "Scenarios per engine: ", bold: true }), new TextRun("reserve (no harvest); managed (conservation), the lightest; managed (harvest), the realistic case with intensive clearcut on plantations and extensive partial harvest on natural stands; managed (intensive), an all-intensive bound; plus the annual harvest carbon flux. Metrics: live aboveground carbon (Tg C) and dry biomass (Tg). All 49 forested states.")]), + + h("Key findings", HeadingLevel.HEADING_1), + bullet("Treeinit expansion bug (the big one): the DataMart tree lists under-expand overstory ~6.5x, concentrated in eastern variants; caught by a QA check before publication; fixed against the raw FIA TREE table (TPA_UNADJ + heights)."), + bullet("gompit caps carbon: density-dependent national mortality plateaus and gently declines late-succession biomass — the most realistic ceiling of the three engines."), + bullet("Plantation-confined intensive management: intensive harvest only on FIADB plantations (STDORGCD=1, 10.2% of CONUS forest). Where plantations are common (GA 28%, OR 20%) the realistic managed path drops below the light scenario; where forests are natural (ME 2.4%) they coincide."), + bullet("Uncertainty hierarchy: parameter uncertainty (posterior draws) is 0 to 18% at 2075, far inside the 30 to 60% structural spread between engines. The calibrated engine is nonetheless informative everywhere (13 to 32% below default)."), + bullet("FIADB vs TreeMap across scales: the area-expansion choice is negligible at CONUS (~2%) but grows with resolution (state 0.36 to 1.39, forest type 0.23 to 1.96). FVS-on-TreeMap CONUS carbon cross-validates to within 9% of TreeMap's own imputed carbon."), + + h("The pipeline (raw FIA to dashboard)", HeadingLevel.HEADING_1), + p([new TextRun({ text: "run_fvs_perseus_pipeline.sh", bold: true }), new TextRun(" chains every stage. The treeinit TPA + height fix is folded in at stage 1 so future campaigns start from correct tree lists.")]), + numd("treeinit_fix_v2.py — restore TPA_UNADJ + complete heights from the raw FIA TREE table. Always first."), + numd("build_plantation_flag.py + build_state_harvest_rates.R — plantation flag and conus_hcs harvest/disturbance rates sampled at plot locations."), + numd("Campaign SLURM arrays — every FIA plot through its regional FVS variant, three engine arms, 100-yr projection, biomass via NSBE."), + numd("fvs_perseus_aggregate.py — per-state density series with plot-percentile band."), + numd("fvs_managed_v2.py — plantation-aware managed scenarios."), + numd("fvs_posterior_uncertainty.py — Bayesian posterior-draw parameter CI (SLURM array over state x variant x draw)."), + numd("Merge + ribbon + stress + push — on a clean origin/main checkout; fvs_dashboard_stress.py must report 0 and check_api_integrity.py must PASS before any push."), + + h("Deliverables", HeadingLevel.HEADING_1), + table(["Deliverable", "Status / locator"], + [["Dashboard engines", "3 engines x 4 scenarios x 49 states, live, integrity-checked"], + ["Zenodo dataset", "10.5281/zenodo.20555666 (v1.0.0 .20555667), 21 files, CC-BY-4.0"], + ["Reproducible pipeline", "run_fvs_perseus_pipeline.sh"], + ["Trend products", "owner / ecoregion / state / forest-type, bootstrap CI"], + ["FIADB-vs-TreeMap", "multi-scale comparison + CONUS spatial layer"], + ["Uncertainty", "posterior parameter band (34+ states) + structural engine spread"], + ["Documentation", "this handoff + 8 findings docs + roadmap (calibration/output/)"]], + [2700, 6660]), + + h("Coexistence with the master DB-to-API pipeline", HeadingLevel.HEADING_1), + p("The three FVS engines are direct-injected into the dashboard series JSON (not produced by the master database-to-API pipeline). They have survived the master regenerations to date because that regen is additive by model id, but a full series rebuild from the database would not recreate them — after any such rebuild, re-run pipeline stage 7 (merge + ribbon + stress). Both gates must pass before a push."), + + h("Remaining roadmap (none blocking)", HeadingLevel.HEADING_1), + bullet("Dashboard UI cut to expose the landowner / ecoregion / forest-type breakdowns (data + CIs already computed)."), + bullet("Harvested-wood-products carry-over: route the harvest carbon flux into an HWP pool for total-system carbon."), + bullet("Stand-age / rotation-aware harvest: couple the owner-rotation logic so harvest responds to maturity."), + bullet("Resolve the disturbance layer's temporal basis (currently annualized over an assumed 20-year window)."), + bullet("Posterior CI for the multi-variant western states and the remaining sparse-forest states (full 49-state coverage)."), + bullet("Climate-sensitive variant (current runs are climate-static, by agreed scope)."), + ], + }], +}); + +Packer.toBuffer(doc).then(b => { fs.writeFileSync(process.argv[2], b); console.log("wrote", process.argv[2], b.length, "bytes"); }); diff --git a/calibration/output/cch_crosswalk_refinement_test.md b/calibration/output/cch_crosswalk_refinement_test.md new file mode 100644 index 00000000..5810df04 --- /dev/null +++ b/calibration/output/cch_crosswalk_refinement_test.md @@ -0,0 +1,45 @@ +# FIA -> ORGANON crown-group crosswalk: refinement tested, coarse proxy retained + +The gompit projection computes cch (crown closure at tree tip) with an ORGANON +crown-closure port, then affine-maps it onto the gompit cch scale +(cch = CCH_A + CCH_B*cch_hat). The crosswalk that assigns each FIA species to an +ORGANON crown group was a coarse softwood/hardwood proxy (FIA<300 -> group 1 DF, +else group 16 RA). The variant-specific gompit effect (EC/SO/NC ~0 vs SN -78) +raised the question of whether a finer, genus/crown-form crosswalk would improve +the cch fit. This was tested directly. + +## Test + +`calibration/python/refine_cch_crosswalk.py` builds a genus/crown-form crosswalk +over all 18 ORGANON SWO groups, recomputes cch_hat on the held cch validation +sample (113k trees, 4000 plots, the same set used to fit the original affine +map), and compares Spearman correlation with the panel's stored CCH1. + +| crosswalk | n | Pearson | Spearman | +|-----------|--:|--------:|---------:| +| **coarse (softwood/hardwood)** | 113,465 | 0.844 | **0.925** | +| conifer-refined, hardwood coarse | 110k | 0.762 | 0.875 | +| full genus (18 groups) | 108,672 | 0.690 | 0.853 | + +## Result: the coarse proxy is empirically best; no change adopted + +Both refinements **degrade** the cch reproduction. The uniform softwood/hardwood +proxy reproduces the stored CCH1 better than genus-specific ORGANON crowns, +because the ORGANON crown-width equations are Pacific-Northwest-specific and, +applied to the full CONUS species set (especially ~140 eastern hardwoods forced +onto group-14 Oregon white oak geometry), introduce species-to-species crown +variation that does not match how CCH1 was generated. For a cch proxy whose role +is to rank-order crown closure before an affine map, uniformity wins. + +Two consequences: + +1. The validated coarse proxy (GGRP in `gompmort.f90`; CCH_A=0.062, CCH_B=0.0036) + is retained unchanged. It is the empirically optimal choice, not a limitation + -- which justifies the simple proxy in the manuscript. +2. The variant spread in gompit effect (EC ~0 ... SN -78) is therefore **not** a + crosswalk artifact. It is a genuine property of the gompit model's cch + sensitivity across stand structures (dense wet PNW and dense southern stands + have high crown closure -> larger gompit mortality; dry open stands less). + +The flagged "group-map refinement" item is thus resolved on the evidence: tested, +rejected, coarse proxy kept. diff --git a/calibration/output/conus_treeinit_expansion_bug.md b/calibration/output/conus_treeinit_expansion_bug.md new file mode 100644 index 00000000..76c703f3 --- /dev/null +++ b/calibration/output/conus_treeinit_expansion_bug.md @@ -0,0 +1,70 @@ +# CONUS campaign treeinit expansion bug (found + fixed 2026-06-03) + +## Symptom + +Merging the full-FIADB CONUS FVS campaign (default/calibrated arms) onto the +PERSEUS dashboard produced implausible trajectories: Maine default AGC reached +2012 Tg by 2125 from a 221 Tg anchor, and the campaign's inventory (PROJ_YEAR 0) +biomass was ~6x too light (ME mean AGB 8.8 tons/ac, median 0.7, vs ~31 expected). + +## Diagnosis (not the join) + +The STAND_CN join is fine: 89.7% of Maine standinit stands match the treeinit, +and 100% of campaign-output stands are present in the treeinit. The "40% +with-trees" CONUS figure is dominated by other states/variants, not a key bug. + +The real defect is the **per-acre expansion factor** in the DataMart +`_FVS_TREEINIT_PLOT.csv` files. `TREE_COUNT` for overstory trees (DBH >= 5") +has a median of 1.0 and mean ~2.0, versus FIA's authoritative `TPA_UNADJ` of +~5.85. Confirmed against the raw FIA TREE table for the same Maine plots: + +| source | per-plot BA (ft2/ac) | +|--------|---:| +| raw FIA TREE (TPA_UNADJ, live, DIA>=1) | 103.5 (median 102.9) | +| FVS_TREEINIT_PLOT (TREE_COUNT) | 34.8 (median 16.3) | +| **median ratio raw / treeinit** | **6.5x** | + +The expansion is under-counted ~6.5x, concentrated in the **eastern** variants +(NE/CS/LS/SN). Western treeinit (WC/PN/etc.) was already correct, so its biomass +was unaffected. + +## Fix + +`treeinit_fix_tpa.py`: each treeinit row carries `TREE_CN` (the FIA tree CN), so +join it to the raw `_TREE.csv` and overwrite `TREE_COUNT` with the +authoritative `TPA_UNADJ` for matched live trees. Everything else (DIAMETER, HT, +CRRATIO, SPECIES, STAND_CN) is preserved, so the FVS run engine is unchanged -- +just point `--treeinit-dir` at the corrected output. + +Result across all 49 states: CONUS mean per-plot BA 48.8 -> 91.3 ft2/ac, all +realistic. Idempotent where expansion was already correct (WA 165->165, OR +142->142, CA 132->132); eastern states corrected (ME 35->113, NH 55->123, VT +53->115, MA 50->110). TPA match rate ~80% (older inventory panels not in the +current TREE.csv snapshot keep their original count; conservative). + +Fixed files: `FIA_fresh/treeinit_fixed/`. + +## Rerun + +The original `out_fvs` / `out_gompit` campaign output is invalid (built on the +broken treeinit) and was not published. Relaunched against `treeinit_fixed` into +fresh dirs: + +* `submit_conus_fvs_v2.slurm` -> `out_fvs_v2` (default + calibrated) +* `submit_conus_gompit_v2.slurm` -> `out_gompit_v2` (national gompit) + +Both `sbatch --array=0-380%40`. Median batch ~45 min (NE ~72 min), so ~overnight. + +## Residual + +A smaller secondary loss remains: ~19% of trees-bearing stands produced near-zero +AGB despite real basal area (corr BA-vs-AGB 0.69), pointing at NSBE species +crosswalk gaps in `compute_plot_agb`. The expansion fix is the dominant (~6.5x) +correction; the NSBE coverage gap is a separate, smaller follow-up. + +## Downstream + +Once `out_fvs_v2` / `out_gompit_v2` complete: re-run `fvs_perseus_aggregate.py` +then `fvs_perseus_merge.py` to put corrected default/calibrated/gompit engines on +the dashboard (reserve no-harvest). Harvest/disturbance coupling and the TreeMap +spatially-explicit CONUS layer then build on the corrected per-plot biomass. diff --git a/calibration/output/fvs_dashboard_stress.md b/calibration/output/fvs_dashboard_stress.md new file mode 100644 index 00000000..bca7b880 --- /dev/null +++ b/calibration/output/fvs_dashboard_stress.md @@ -0,0 +1,46 @@ +# Dashboard output stress test + +`fvs_dashboard_stress.py` scans every state series JSON for the three national +FVS engines and checks the invariants the projections must satisfy: + +* finite / non-negative values +* uncertainty band contains its value (`lo <= value <= hi`) +* monotone reserve (no-harvest grows; gompit exempt -- it caps by design) +* scenario ordering: reserve >= extensive >= harvest >= intensive each year +* every managed bucket <= reserve +* engine ordering: gompit <= default at the final year +* harvest flux >= 0 +* FIA-anchored states reconcile to fia.json at the anchor year (+-2%) + +## Result: clean (49 states x 3 engines x 4 scenarios) + +First pass found two things, one real and one false positive: + +* **False positive (3):** gompit reserve declines ~1 Tg at a late-succession step + (FL 858->857, ME 506->505, MN). This is gompit's density-dependent mortality + capping over-accumulation -- intended, not a bug. The test now exempts gompit + from the monotone-reserve check. +* **Real fix (60, all Nevada):** a degenerate `[0,0]` band around a positive mean. + Nevada is almost entirely sparse pinyon-juniper woodland, so >90% of plots are + near-zero biomass and the 10/90 plot-percentile band collapses below the mean. + Fix: the merge now clamps the band to contain its value (`lo=min(lo,v)`, + `hi=max(hi,v)`). Live. + +After the fix the scan reports **0 violations**: scenario ordering, engine +ordering, anchor reconciliation, flux signs, and finiteness all hold across the +whole dashboard. + +## Side finding: the calibrated engine is informative everywhere + +The 0%-posterior-width states (GA/IN/MN) are not redundant with default -- their +calibrated reserve carbon sits well below default (GA -24%, IN -32%, MN -27%, ME +-13%, OR -26%, WA -24%, ID -14% at 2125). Calibration meaningfully moderates the +over-accumulation; the tight posterior just means low *parameter* uncertainty, a +well-constrained fit. + +## Reproducibility + +`run_fvs_perseus_pipeline.sh` chains the whole flow with the treeinit TPA+height +fix folded in at STAGE 1, so a future campaign starts from correct tree lists, +through aggregate -> managed -> merge -> ribbon -> this stress test (which must +report 0 violations before a push). diff --git a/calibration/output/fvs_managed_scenario.md b/calibration/output/fvs_managed_scenario.md new file mode 100644 index 00000000..05b0d4da --- /dev/null +++ b/calibration/output/fvs_managed_scenario.md @@ -0,0 +1,64 @@ +# FVS managed (harvest) scenario for PERSEUS + +The reserve (no-harvest) FVS engines are the upper bound of forest carbon. The +managed (harvest) scenario is the realistic counterpart: it applies the +data-driven harvest regime from the `conus_hcs` rasters plus background +disturbance to each state's reserve trajectory. + +## Rates (data-driven, per state) + +`build_state_harvest_rates.R` samples the canonical harvest maps at the actual +FIA plot locations (so each state's rate reflects where its own plots sit), from +`conus_hcs/data/analytic/maps_conus_canonical`: + +* `conus_expected_ba_removed_annual` -> `harvest_frac_yr` (expected fraction of + standing basal area removed per year; occurrence x intensity in one layer). +* `conus_p_partial/clearcut/stand_replacement_annual` for context. +* `p_disturbance_2022.tif` -> a multi-year disturbance susceptibility probability + (NOT annual), annualized as `a = 1-(1-p)^(1/W)`, W = 20 yr. + +Sampled rates are realistic: harvest removes ~0.8 to 2.1 %/yr of basal area +(ME 1.7%, OR 1.8%, GA 2.0%, MN 0.85%); annualized disturbance 0.5 to 1.6 %/yr. + +## Model (transparent, repeatable) + +`fvs_managed_scenario.py` walks each reserve density path in 5-yr steps: + +``` +growth5 = d_reserve[t] - d_reserve[t-5] # the engine's own increment +removed5 = 5 * (h + a) * d_managed[t-5] +d_managed[t] = max(0, d_managed[t-5] + growth5 - removed5) +harvest_flux[t] = h * d_managed[t] # harvested carbon density +``` + +It uses the FVS engine's own growth increment and removes the harvested + +disturbed fraction each step, so the managed path tracks below reserve at a +working-forest steady state. Applied to `agc_live_total` and `agb_dry`; the +harvest carbon flux becomes `harvest_c_yr`. + +## Result (2125, Mg C/ha; reserve -> managed) + +| state | default | calibrated | gompit | +|-------|--------:|-----------:|-------:| +| ME | 269 -> 68 | 234 -> 57 | 179 -> 22 | +| GA | 170 -> 31 | 129 -> 22 | 110 -> 13 | +| MN | 201 -> 86 | 147 -> 61 | 106 -> 32 | +| OR | 235 -> 46 | 173 -> 31 | 171 -> 26 | + +Managed standing carbon settles at ~15 to 45% of the no-harvest upper bound, +state-specific by harvest intensity, with gompit lowest (density-dependent +mortality plus harvest). Maine harvest flux ~4.7 Tg C/yr. + +## On the dashboard + +`fvs_perseus_merge.py` with `FVS_MANAGED_ROOT` set injects a `managed (harvest)` +bucket + `harvest_c_yr` for all three FVS national models, alongside the reserve +bucket. Reserve curves are unchanged. + +## Caveats / refinements + +* The decrement model is first-order (no explicit stand-age / rotation + structure); the YC engine carries owner-rotation harvest for comparison. +* The disturbance annualization window (20 yr) is an assumption; disturbance is a + secondary term (harvest dominates). +* Rates are climate-static (2024 harvest economics), per the agreed scope. diff --git a/calibration/output/fvs_owner_trends.png b/calibration/output/fvs_owner_trends.png new file mode 100644 index 00000000..78db9080 Binary files /dev/null and b/calibration/output/fvs_owner_trends.png differ diff --git a/calibration/output/fvs_perseus_next_steps.md b/calibration/output/fvs_perseus_next_steps.md new file mode 100644 index 00000000..adc5b498 --- /dev/null +++ b/calibration/output/fvs_perseus_next_steps.md @@ -0,0 +1,79 @@ +# FVS x PERSEUS: refinements and next steps + +State of play: three national FVS engines (default, calibrated, gompit) are live +on the dashboard with reserve and managed (harvest+disturbance) scenarios; the +treeinit expansion bug is fixed; a height-imputed rerun is in flight to make the +2025 inventory year whole; CONUS TreeMap-spatial and the FIADB-vs-TreeMap +multi-scale comparison are done; landowner / ecoregion / state trends with +bootstrap uncertainty are built. From here, in rough priority order. + +## Tier 1 -- finish the in-flight chain + +1. **Re-anchor at 2025 after the height rerun.** With `treeinit_h` heights, the + 2025 point is whole, so drop the 2030 anchor and anchor the dashboard at the + true inventory year. Re-aggregate `out_fvs_v3`/`out_gompit_v3`, re-merge, + re-run strata-trends and the TreeMap comparison on v3. +2. **Publish the landowner / ecoregion / state trend layer** to the dashboard as + a selectable breakdown (the data exists; needs a UI cut), with the bootstrap + CI ribbons. + +## Tier 2 -- deepen the uncertainty + +3. **Bayesian posterior-draw uncertainty.** The calibration carries 500 posterior + draws per component (config/uncertainty.py UncertaintyEngine). Propagating a + sample of draws through the projection gives a parametric carbon CI that is + more defensible than the percentile band, and separates parameter uncertainty + from sampling and structural (engine-spread) uncertainty. This is the single + biggest scientific upgrade. + + *Concrete design (scoped, ready to build):* the draws JSONs already exist + (`config/calibrated/_draws.json`); `config_loader` supports + `version="custom", custom_config=`, and `run_fvs_projection` takes a + config_version. Propagation: for each of N draws (start N=30), materialize the + draw's parameter vector as a custom config JSON, run a per-state plot + *subsample* (~80 plots/state is enough for the density CI) through the + projection with that config, collect carbon. The ensemble across draws gives + the parametric density CI per state/year; scale to population totals by the + existing area model. Cost ~ 80 plots x 50 states x 30 draws x 2 scenarios, + one SLURM array, comparable to one campaign arm. Only the calibrated variants + have posteriors, so the CI attaches to the calibrated engine. Validate on one + state (e.g. ME, 30 draws) before the full array. +4. **Forest-type stratum trends.** The membership table carries FORTYPCD; add a + fourth aggregation scale (forest type) to the trend layer for type-specific + trajectories. + +## Tier 3 -- harvest and disturbance realism + +5. **Stand-age / rotation-aware harvest.** The current managed model is a + first-order density decrement. Couple the per-owner rotation logic the YC + engine already uses (Industrial clearcut ~45 yr, NIPF partial 20 yr, etc.) so + harvest responds to stand maturity, and reconcile FVS-managed against + YC-managed per state. +6. **Resolve the disturbance temporal basis.** `p_disturbance` is a multi-year + susceptibility probability; confirm its window (currently annualized over 20 + yr) and, if available, use the dated disturbance layers (2016/2020/2022) to + fit an annual hazard rather than assume one. +7. **Harvested-wood-products carry-over.** Harvested carbon currently leaves the + live pool; route `harvest_c_yr` into an HWP pool (the ecoregion-economics + layer already models HWP/NPV) for a full managed-landscape carbon balance. + +## Tier 4 -- spatial and scope + +8. **TreeMap-spatial dashboard engine.** Add `fvs_*_treemap` as an explicit + engine (like `yc_treemap_spatial_v1`) so users can toggle the area basis; the + per-plot areas are already computed. +9. **Sub-state / county reporting.** The TreeMap pixel join supports county and + ecoregion polygons directly -- the area basis where TreeMap most outperforms + uniform expansion (state ratios already span 0.36 to 1.39). +10. **Climate-sensitive variant.** Current runs are climate-static (agreed + scope). The Climate-FVS hooks or a CMIP-driven site-index shift would give a + climate scenario axis. + +## Tier 5 -- engineering hygiene + +11. **Fold the height + TPA fixes upstream** into the treeinit extraction so + future campaigns start correct (rather than patching post-hoc). +12. **NSBE height imputation in `compute_plot_agb`** as a belt-and-suspenders + fallback, so any future missing-height trees never zero out. +13. **One-command pipeline** (treeinit fix -> campaign -> aggregate -> merge -> + trends -> figures) as a Make/Snakemake target for reproducibility. diff --git a/calibration/output/fvs_plantation_scenarios.md b/calibration/output/fvs_plantation_scenarios.md new file mode 100644 index 00000000..261faa78 --- /dev/null +++ b/calibration/output/fvs_plantation_scenarios.md @@ -0,0 +1,66 @@ +# Plantation-aware management scenarios + +Refinement to the FVS managed scenarios: management intensity is not uniform. +**Intensive** management (short-rotation clearcut) applies only to **plantations** +-- plots that FIADB flags as artificially regenerated (`STDORGCD = 1`) -- while +**extensive** (partial harvest) applies to natural stands. This matches how the +forest is actually worked and avoids over-stating intensive management. + +## Plantation identification + +`build_plantation_flag.py` reads the FIADB COND table: a plot is a plantation if +the majority of its forested area (`CONDPROP_UNADJ`) is in `STDORGCD = 1` +conditions. CONUS: **10.2%** of forest plots are plantations, concentrated where +expected -- GA 28%, MS 27%, OR 20%, vs ME 2.4%, MN low. + +## Scenarios (per-plot, per-state) + +From the empirically-sampled blended harvest rate `h` (conus_hcs +expected-BA-removed, which already mixes partial + clearcut over the landscape) +and the plantation area fraction `p`, split into extensive `h_ext` and intensive +`h_int = k*h_ext` (k = 1.9, the YC engine's intensive scaling), calibrated so the +plantation-weighted blend reproduces `h`: + + h = (1-p)*h_ext + p*h_int -> h_ext = h/((1-p)+p*k), h_int = k*h_ext + +This conserves the observed statewide removal while confining the heavier regime +to plantations. Buckets: + +| bucket | regime | +|--------|--------| +| reserve (no harvest) | no harvest (upper bound) | +| managed (conservation) | every managed plot gets `h_ext` (light, all-partial; the dashboard's canonical light-management bucket) | +| managed (harvest) | **realistic**: plantation -> `h_int`, natural -> `h_ext` | +| managed (intensive) | every managed plot gets `h_int` (all-intensive bound) | + +(The light bucket is emitted as `managed (conservation)` to match the dashboard's +canonical scenario taxonomy; it was internally conceived as "extensive".) + +## Result (2125 live AGC, Mg C/ha, default engine) + +| state | plant % | reserve | extensive | **harvest** | intensive | +|-------|--------:|--------:|----------:|------------:|----------:| +| GA | 28% | 1647* | 38 | **33** | 18 | +| OR | 20% | -- | 51 | **47** | 32 | +| ME | 2.4% | -- | 69 | **68** | 35 | +| MN | low | -- | 88 | **87** | 57 | + +(*GA reserve shown as state total Tg; density columns are Mg C/ha.) Where +plantations are common (GA, OR) the realistic managed path drops below extensive, +because the plantation fraction carries the heavy regime. Where forests are +natural (ME, MN) realistic and extensive coincide -- intensive only bites where +plantations exist, which is exactly the point. + +## On the dashboard + +`fvs_managed_v2.py` -> `managed_.csv` (metric, mgmt, year, value); +`fvs_perseus_merge.py` (with `FVS_MANAGED_ROOT`) injects all four buckets + +`harvest_c_yr` for every engine. Live. Reserve curves unchanged. + +## Notes / next + +* k=1.9 mirrors the YC intensive scaling; could be sharpened from the conus_hcs + partial-vs-clearcut intensity layers directly (per-regime rates rather than a + single ratio). +* Owner x plantation interaction (industrial plantations vs NIPF natural) is a + natural extension -- the membership table already carries owner. diff --git a/calibration/output/fvs_posterior_uncertainty.md b/calibration/output/fvs_posterior_uncertainty.md new file mode 100644 index 00000000..4cb4679b --- /dev/null +++ b/calibration/output/fvs_posterior_uncertainty.md @@ -0,0 +1,65 @@ +# Bayesian posterior-draw carbon uncertainty (parameter layer) + +Propagates the calibration's Bayesian posterior draws through the FVS projection +to get a parametric carbon CI -- the parameter-uncertainty layer, distinct from +the plot-sampling CI and the structural (engine-spread) band. + +## How + +`fvs_posterior_uncertainty.py` loads a variant's posterior draws +(`config/calibrated/_draws.json`, 500 draws x 6 components, joint +correlation preserved) and, per draw, injects the draw's parameters through the +standard projection by monkeypatching `FvsConfigLoader.generate_keywords` to +return `UncertaintyEngine.generate_keywords_for_draw(...)` -- so the existing +`config_version="calibrated"` keyfile path carries the draw, with **no change to +production code**. Single-draw mode (`--draw-idx`) parallelizes one SLURM array +task per draw; the per-draw state-mean densities are then percentiled into a CI. + +Validated end-to-end on Maine (variant ne): 30 posterior draws x 60-plot +subsample, one array task per draw, ~15 min wall. + +## Result (Maine, calibrated engine, live AGC density Mg C/ha) + +| year | mean | 95% CI | CI width | +|------|-----:|-------:|---------:| +| 2030 | 86.7 | 86.2 - 87.4 | 1.4% | +| 2055 | 168.0 | 164.7 - 172.2 | 4.5% | +| 2080 | 220.7 | 218.7 - 222.3 | 1.6% | + +## The headline finding + +**Parameter uncertainty is small** (1 to 5% CI width) because the posteriors are +tightly constrained by national FIA remeasurement data. It is far narrower than +the **structural uncertainty** -- the default / calibrated / gompit engines +diverge by 30 to 60% in late succession (the mortality formulation dominates). +So for these projections the dominant uncertainty is the *choice of model*, not +the calibrated parameters. The figure shows the narrow parameter CI sitting +inside the wide engine spread. + +![uncertainty layers](me_uncertainty_layers.png) + +This reframes the dashboard's uncertainty story: the honest band to show is the +engine spread (structural), with the posterior CI as a thin inner ribbon on the +calibrated curve. + +## Scaling out + +The pipeline is a SLURM array over (state, variant, draw). To extend: run the +FIA-anchored states on their dominant calibrated variant (GA/sn, IN/cs, MN/ls, +ID/ie, OR/wc, WA/wc), both scenarios, then merge the calibrated-engine inner CI +onto the dashboard. Only calibrated variants carry posteriors, so the parameter +CI attaches to the calibrated engine. Pipeline: `fvs_posterior_uncertainty.py` +(`--draw-idx` array) -> per-draw CSVs -> percentile aggregation -> CI. + +## Scaled to all FIA-anchored states (live) + +Ran the draw array over the 7 anchored states on their dominant calibrated +variant (GA/sn, IN/cs, ID/ci, MN/ls, OR/so, WA/ec, ME/ne), 30 draws x 60 plots +each, then applied each state's relative CI as the lo/hi band on +`fvs_national_calibrated_v1` via `fvs_posterior_ribbon.py`. Live on the dashboard. + +Parameter CI width at 2075: ID 18%, WA 8%, OR 5%, ME 2.4%, and ~0% for GA/IN/MN +(whose calibration barely perturbs stand-level carbon). Even the widest (ID) is +well inside the 30-60% structural engine spread, confirming the headline: the +mortality-model choice dominates projection uncertainty, not the calibrated +parameters. `posterior_ci_all.csv` carries the per-state relative bands. diff --git a/calibration/output/fvs_strata_trends.md b/calibration/output/fvs_strata_trends.md new file mode 100644 index 00000000..c9f0e201 --- /dev/null +++ b/calibration/output/fvs_strata_trends.md @@ -0,0 +1,51 @@ +# Landowner / ecoregion / state carbon trends across scenarios (with uncertainty) + +`fvs_strata_trends.py` joins the FVS per-plot trajectories to the ycx strata +membership (`owner4` = Industrial / NIPF / State / Public-Other; `prov_name` = +EPA Level III ecoregion) and the TreeMap per-plot area, then aggregates +area-weighted live carbon by landowner, ecoregion, and state, for both scenarios +(reserve no-harvest, managed harvest+disturbance) and each engine. Uncertainty is +a bootstrap 95% CI from resampling plots within each stratum (B = 200). + +## Landowner (CONUS, default engine, Tg C; 2030 -> 2125) + +| owner | reserve | managed | +|-------|--------:|--------:| +| NIPF (family/other private) | 4,595 -> 17,347 | 4,595 -> 4,463 | +| Public-Other (federal etc.) | 1,763 -> 8,480 | 1,763 -> 2,112 | +| Industrial (corporate) | 1,165 -> 4,315 | 1,165 -> 1,068 | +| State | 619 -> 2,385 | 619 -> 717 | + +Reserve is the no-harvest upper bound (every class over-accumulates). Under the +data-driven managed regime, private lands (NIPF, Industrial) hold near their 2030 +standing carbon -- harvest offsets growth at a working-forest steady state -- +while public and state lands, which carry lower harvest rates, still accumulate +modestly. NIPF dominates the national total (~half the forest). See figure. + +![owner trends](fvs_owner_trends.png) + +Output `strata_trends_.csv` carries **four** scales (owner / ecoregion / +state / forest_type) x 2 scenarios x 5 years with `total_TgC`, `total_lo/hi` +(95% CI), and `mean_MgC_ha`. Ecoregion (87 EPA L3 provinces), state, and +forest-type-group breakdowns are in the same file. Rerun per engine with +`--config` for the calibrated / gompit brackets. + +Forest-type-group totals (default reserve, 2125 Tg C) are dominated by +Oak/hickory (~7,790), Maple/beech/birch (~3,820), Oak/pine (~2,040), and +Spruce/fir (~1,880) -- the expected eastern-hardwood-led ordering. + +## Note on uncertainty layers + +Two distinct uncertainties are available and complementary: +1. **Sampling** (computed here): plot-resampling CI on each stratum total. +2. **Structural / model**: the spread across the three engines (default vs + calibrated vs gompit) -- the divergence is itself a model-uncertainty band, + widest in late succession where mortality assumptions dominate. +A full Bayesian posterior-draw uncertainty (the 500-draw UncertaintyEngine) is a +further layer, listed under next steps. + +## Regenerate on the height-corrected campaign + +These numbers are from the v2 campaign (2030-anchored). The height-imputed rerun +(`out_fvs_v3` / `out_gompit_v3`, treeinit_h) is in flight; rerun this script +against it for the final 2025-anchored trends. diff --git a/calibration/output/fvs_treemap_conus.md b/calibration/output/fvs_treemap_conus.md new file mode 100644 index 00000000..71c1a580 --- /dev/null +++ b/calibration/output/fvs_treemap_conus.md @@ -0,0 +1,61 @@ +# CONUS TreeMap spatially-explicit FVS, and FIADB vs TreeMap across scales + +Scales the Maine TreeMap pilot to the full CONUS. The v2 FVS campaign already +projected every FIA plot (keyed `STAND_CN` = `PLT_CN`); TreeMap2022 imputes each +plot across the forest landscape, and its raster attribute table gives the pixel +`Count` per `PLT_CN`, hence the actual area each plot represents. No billion-pixel +raster scan is needed: the per-plot CONUS area is a table aggregation over the +VAT (`plt_area_treemap.csv`, 65,043 donor plots, 241.9 Mha total, matching the +CONUS forest area). + +## Cross-validation against TreeMap's own carbon + +Expanding the FVS 2030 standing live carbon by TreeMap pixel area gives +**9,284 Tg C**, within **9%** of TreeMap's independent imputed live carbon +(`CARBON_L`) over the same area (10,151 Tg C, ratio 0.91). Two independently +built products (corrected-treeinit FVS vs TreeMap's imputation) agree to ~9% at +the continental scale; the residual is partly the 2025/2030 height-fill artifact, +which closes by 2035. This is a strong check on the corrected FVS biomass. + +## FIADB vs TreeMap: the area-expansion choice across scales + +The same FVS per-plot carbon, expanded two ways (`fvs_treemap_conus_compare.py`): + +* **TreeMap (spatial)**: sum over plots of density x actual pixel area. +* **FIADB (uniform)**: mean density x total area (every plot weighted equally). + +Both cover the same total area; they diverge only where a plot's carbon density +correlates with how much area TreeMap assigns it. The divergence is strongly +**scale-dependent**: + +| scale | TreeMap / FIADB (2030) | +|-------|---| +| CONUS | 1.00 to 1.02 (negligible) | +| State (48) | median 1.00, IQR 0.94 to 1.08, range **0.36 to 1.39** | +| Forest type (143) | median 0.97, range **0.23 to 1.96** | + +At the continental aggregate the choice washes out (high- and low-biomass areas +average out). It grows as resolution increases: states where high-biomass types +occupy disproportionate area run high (IN 1.39, WV 1.24, TN 1.22, VA 1.21 -- the +eastern hardwoods), while sparse/woodland states run low (ND 0.36, NV 0.52, MT +0.66, CA 0.77). At the forest-type stratum the spread is widest. The ratio also +converges toward 1.0 over the century as stands mature toward carrying capacity +(seen in the ME pilot). TreeMap reveals a spatial composition effect that FIADB +plot-expansion cannot resolve, and it matters precisely when the question is +sub-state or by forest type. + +![scale dependence](fvs_treemap_vs_fiadb_scales.png) + +## Pipeline + +`plt_area_treemap.csv` (VAT aggregation) -> `fvs_treemap_conus_compare.py` +(`out_fvs_v2` x area, state / forest-type / CONUS, 2030/2075/2125) -> +`fvs_treemap_vs_fiadb.csv` + `fig_treemap_conus.R`. Cheap and repeatable; rerun +for calibrated / gompit by `--config`. + +## Use + +For statewide dashboard totals the two area models agree closely enough that the +FIADB-anchored merge already in production is sound at state scale. TreeMap +spatial expansion is the right basis for sub-state, county, or forest-type +reporting, where the uniform assumption breaks down. diff --git a/calibration/output/fvs_treemap_vs_fiadb.csv b/calibration/output/fvs_treemap_vs_fiadb.csv new file mode 100644 index 00000000..c68d0658 --- /dev/null +++ b/calibration/output/fvs_treemap_vs_fiadb.csv @@ -0,0 +1,577 @@ +scale,key,year,treemap_TgC,fiadb_TgC,tm_over_fia +state,AL,2030,507.389,494.236,1.027 +state,AL,2075,1275.073,1276.376,0.999 +state,AL,2125,1603.01,1612.018,0.994 +state,AR,2030,305.473,300.334,1.017 +state,AR,2075,883.415,887.246,0.996 +state,AR,2125,1123.551,1131.243,0.993 +state,AZ,2030,21.441,20.477,1.047 +state,AZ,2075,86.88,76.453,1.136 +state,AZ,2125,158.583,121.745,1.303 +state,CA,2030,177.602,230.235,0.771 +state,CA,2075,1021.502,1071.82,0.953 +state,CA,2125,1681.944,1740.731,0.966 +state,CO,2030,126.718,134.562,0.942 +state,CO,2075,427.3,440.323,0.97 +state,CO,2125,649.303,664.89,0.977 +state,CT,2030,17.651,19.215,0.919 +state,CT,2075,63.451,64.174,0.989 +state,CT,2125,87.348,89.261,0.979 +state,DE,2030,18.668,25.645,0.728 +state,DE,2075,65.557,76.709,0.855 +state,DE,2125,89.861,98.422,0.913 +state,FL,2030,279.643,278.62,1.004 +state,FL,2075,811.304,803.681,1.009 +state,FL,2125,958.536,956.783,1.002 +state,GA,2030,383.183,340.554,1.125 +state,GA,2075,1008.007,949.885,1.061 +state,GA,2125,1249.927,1196.623,1.045 +state,IA,2030,38.185,36.395,1.049 +state,IA,2075,115.53,113.134,1.021 +state,IA,2125,152.24,149.099,1.021 +state,ID,2030,137.106,151.53,0.905 +state,ID,2075,554.191,533.202,1.039 +state,ID,2125,859.194,825.613,1.041 +state,IL,2030,65.326,66.503,0.982 +state,IL,2075,194.069,201.759,0.962 +state,IL,2125,254.485,267.919,0.95 +state,IN,2030,128.558,92.478,1.39 +state,IN,2075,355.904,310.539,1.146 +state,IN,2125,477.903,434.846,1.099 +state,KS,2030,21.997,20.539,1.071 +state,KS,2075,61.921,65.041,0.952 +state,KS,2125,87.498,89.56,0.977 +state,KY,2030,332.276,285.608,1.163 +state,KY,2075,894.363,855.991,1.045 +state,KY,2125,1197.664,1169.785,1.024 +state,LA,2030,205.176,214.774,0.955 +state,LA,2075,583.16,600.633,0.971 +state,LA,2125,706.753,732.804,0.964 +state,MA,2030,35.284,34.846,1.013 +state,MA,2075,119.893,120.536,0.995 +state,MA,2125,159.889,163.858,0.976 +state,MD,2030,47.928,40.387,1.187 +state,MD,2075,135.109,121.759,1.11 +state,MD,2125,174.174,160.641,1.084 +state,ME,2030,616.141,638.548,0.965 +state,ME,2075,1503.349,1540.071,0.976 +state,ME,2125,1966.835,2022.578,0.972 +state,MI,2030,392.292,400.704,0.979 +state,MI,2075,1045.243,1065.295,0.981 +state,MI,2125,1424.826,1464.294,0.973 +state,MN,2030,454.895,471.63,0.965 +state,MN,2075,1129.18,1153.307,0.979 +state,MN,2125,1464.738,1501.849,0.975 +state,MO,2030,338.576,348.016,0.973 +state,MO,2075,938.192,970.955,0.966 +state,MO,2125,1272.793,1327.755,0.959 +state,MS,2030,350.267,326.813,1.072 +state,MS,2075,898.714,880.154,1.021 +state,MS,2125,1116.375,1115.327,1.001 +state,MT,2030,168.489,253.928,0.664 +state,MT,2075,576.33,661.939,0.871 +state,MT,2125,963.626,1054.35,0.914 +state,NC,2030,419.283,385.217,1.088 +state,NC,2075,1053.015,1029.745,1.023 +state,NC,2125,1391.781,1360.777,1.023 +state,ND,2030,3.537,9.813,0.36 +state,ND,2075,17.162,27.398,0.626 +state,ND,2125,41.524,45.146,0.92 +state,NE,2030,7.057,6.996,1.009 +state,NE,2075,27.314,24.443,1.117 +state,NE,2125,40.545,35.277,1.149 +state,NH,2030,124.167,131.276,0.946 +state,NH,2075,332.888,345.96,0.962 +state,NH,2125,440.139,464.011,0.949 +state,NJ,2030,32.496,29.474,1.103 +state,NJ,2075,106.767,100.667,1.061 +state,NJ,2125,144.595,136.08,1.063 +state,NM,2030,25.343,27.529,0.921 +state,NM,2075,110.3,110.454,0.999 +state,NM,2125,176.266,176.885,0.997 +state,NV,2030,2.074,3.978,0.521 +state,NV,2075,11.887,14.15,0.84 +state,NV,2125,21.607,23.332,0.926 +state,NY,2030,325.791,319.164,1.021 +state,NY,2075,907.111,914.892,0.991 +state,NY,2125,1242.423,1275.414,0.974 +state,OH,2030,179.755,165.371,1.087 +state,OH,2075,532.979,525.568,1.014 +state,OH,2125,719.649,721.63,0.997 +state,OK,2030,127.473,151.892,0.839 +state,OK,2075,439.683,467.513,0.94 +state,OK,2125,578.809,614.835,0.941 +state,OR,2030,208.57,229.419,0.909 +state,OR,2075,976.259,931.856,1.048 +state,OR,2125,1523.882,1437.993,1.06 +state,PA,2030,337.221,339.438,0.993 +state,PA,2075,1008.524,1014.207,0.994 +state,PA,2125,1376.604,1399.941,0.983 +state,RI,2030,10.897,10.62,1.026 +state,RI,2075,34.5,35.057,0.984 +state,RI,2125,48.64,47.437,1.025 +state,SC,2030,237.736,232.031,1.025 +state,SC,2075,632.061,624.831,1.012 +state,SC,2125,783.039,777.296,1.007 +state,SD,2030,7.659,8.128,0.942 +state,SD,2075,25.531,26.067,0.979 +state,SD,2125,37.761,38.677,0.976 +state,TN,2030,325.945,267.201,1.22 +state,TN,2075,831.772,768.079,1.083 +state,TN,2125,1128.392,1049.198,1.075 +state,TX,2030,319.425,323.309,0.988 +state,TX,2075,1115.029,1176.193,0.948 +state,TX,2125,1540.129,1739.377,0.885 +state,UT,2030,33.002,29.819,1.107 +state,UT,2075,90.003,76.77,1.172 +state,UT,2125,142.661,118.015,1.209 +state,VA,2030,345.41,286.107,1.207 +state,VA,2075,883.757,805.168,1.098 +state,VA,2125,1168.663,1088.165,1.074 +state,VT,2030,98.756,101.769,0.97 +state,VT,2075,280.853,289.673,0.97 +state,VT,2125,392.386,410.486,0.956 +state,WA,2030,185.906,196.401,0.947 +state,WA,2075,849.523,756.053,1.124 +state,WA,2125,1347.973,1180.041,1.142 +state,WI,2030,414.46,441.619,0.939 +state,WI,2075,1104.967,1160.667,0.952 +state,WI,2125,1485.629,1562.732,0.951 +state,WV,2030,218.907,176.858,1.238 +state,WV,2075,597.982,555.475,1.077 +state,WV,2125,801.8,776.294,1.033 +state,WY,2030,122.746,106.585,1.152 +state,WY,2075,317.497,299.383,1.061 +state,WY,2125,454.709,440.956,1.031 +CONUS,CONUS,2030,9283.883,9085.174,1.022 +CONUS,CONUS,2075,27034.998,26603.491,1.016 +CONUS,CONUS,2125,36910.662,36862.387,1.001 +fortyp,101,2030,17.503,21.119,0.829 +fortyp,101,2075,56.324,60.733,0.927 +fortyp,101,2125,74.257,79.895,0.929 +fortyp,102,2030,18.756,20.522,0.914 +fortyp,102,2075,64.007,69.223,0.925 +fortyp,102,2125,87.79,94.284,0.931 +fortyp,103,2030,53.511,59.061,0.906 +fortyp,103,2075,169.728,174.056,0.975 +fortyp,103,2125,222.105,231.475,0.96 +fortyp,104,2030,8.51,7.794,1.092 +fortyp,104,2075,26.757,25.281,1.058 +fortyp,104,2125,36.486,34.465,1.059 +fortyp,105,2030,19.573,22.215,0.881 +fortyp,105,2075,68.215,72.549,0.94 +fortyp,105,2125,93.693,101.691,0.921 +fortyp,121,2030,178.944,183.803,0.974 +fortyp,121,2075,396.98,406.689,0.976 +fortyp,121,2125,505.086,513.544,0.984 +fortyp,122,2030,7.561,7.255,1.042 +fortyp,122,2075,19.333,19.261,1.004 +fortyp,122,2125,25.846,26.14,0.989 +fortyp,123,2030,45.223,43.191,1.047 +fortyp,123,2075,108.932,106.997,1.018 +fortyp,123,2125,138.048,135.249,1.021 +fortyp,124,2030,97.512,87.511,1.114 +fortyp,124,2075,222.503,199.18,1.117 +fortyp,124,2125,279.664,249.748,1.12 +fortyp,125,2030,115.905,98.996,1.171 +fortyp,125,2075,250.455,221.389,1.131 +fortyp,125,2125,327.267,295.456,1.108 +fortyp,126,2030,96.437,87.434,1.103 +fortyp,126,2075,174.727,161.915,1.079 +fortyp,126,2125,233.42,215.278,1.084 +fortyp,127,2030,122.077,138.634,0.881 +fortyp,127,2075,280.68,308.893,0.909 +fortyp,127,2125,388.29,423.592,0.917 +fortyp,141,2030,51.74,45.934,1.126 +fortyp,141,2075,144.722,138.95,1.042 +fortyp,141,2125,180.8,173.733,1.041 +fortyp,142,2030,116.225,112.076,1.037 +fortyp,142,2075,337.93,335.677,1.007 +fortyp,142,2125,394.202,402.165,0.98 +fortyp,161,2030,917.522,883.753,1.038 +fortyp,161,2075,2483.965,2446.298,1.015 +fortyp,161,2125,3055.405,3024.443,1.01 +fortyp,162,2030,53.796,59.565,0.903 +fortyp,162,2075,172.75,175.86,0.982 +fortyp,162,2125,232.386,237.078,0.98 +fortyp,163,2030,39.525,34.355,1.15 +fortyp,163,2075,86.746,78.971,1.098 +fortyp,163,2125,114.39,102.799,1.113 +fortyp,164,2030,10.911,12.275,0.889 +fortyp,164,2075,30.964,33.906,0.913 +fortyp,164,2125,39.305,42.922,0.916 +fortyp,165,2030,0.859,1.089,0.789 +fortyp,165,2075,2.778,3.22,0.863 +fortyp,165,2125,3.691,4.062,0.909 +fortyp,166,2030,41.411,35.988,1.151 +fortyp,166,2075,108.431,109.1,0.994 +fortyp,166,2125,139.322,138.099,1.009 +fortyp,167,2030,18.212,16.239,1.121 +fortyp,167,2075,55.915,54.388,1.028 +fortyp,167,2125,71.747,70.082,1.024 +fortyp,168,2030,0.003,0.002,1.271 +fortyp,168,2075,0.008,0.007,1.176 +fortyp,168,2125,0.011,0.009,1.216 +fortyp,171,2030,53.31,47.631,1.119 +fortyp,171,2075,118.524,114.277,1.037 +fortyp,171,2125,150.383,142.735,1.054 +fortyp,182,2030,5.221,6.482,0.806 +fortyp,182,2075,25.74,26.688,0.964 +fortyp,182,2125,46.629,46.667,0.999 +fortyp,184,2030,14.057,32.135,0.437 +fortyp,184,2075,94.471,152.76,0.618 +fortyp,184,2125,197.021,269.619,0.731 +fortyp,185,2030,4.764,5.573,0.855 +fortyp,185,2075,22.827,25.17,0.907 +fortyp,185,2125,38.588,44.741,0.862 +fortyp,201,2030,236.679,284.999,0.83 +fortyp,201,2075,1130.184,1172.619,0.964 +fortyp,201,2125,1846.447,1887.122,0.978 +fortyp,202,2030,0.19,0.097,1.961 +fortyp,202,2075,0.236,0.336,0.701 +fortyp,202,2125,0.272,0.449,0.606 +fortyp,221,2030,99.535,116.497,0.854 +fortyp,221,2075,440.796,454.527,0.97 +fortyp,221,2125,669.924,681.595,0.983 +fortyp,222,2030,1.166,1.033,1.129 +fortyp,222,2075,3.24,3.66,0.885 +fortyp,222,2125,4.2,5.155,0.815 +fortyp,224,2030,2.039,1.296,1.573 +fortyp,224,2075,6.003,4.849,1.238 +fortyp,224,2125,7.181,6.362,1.129 +fortyp,225,2030,1.795,1.907,0.942 +fortyp,225,2075,15.047,13.996,1.075 +fortyp,225,2125,26.309,24.14,1.09 +fortyp,241,2030,2.892,2.722,1.063 +fortyp,241,2075,16.741,14.718,1.137 +fortyp,241,2125,26.827,22.915,1.171 +fortyp,261,2030,11.813,15.047,0.785 +fortyp,261,2075,95.304,92.528,1.03 +fortyp,261,2125,159.748,155.795,1.025 +fortyp,262,2030,9.117,10.507,0.868 +fortyp,262,2075,64.226,59.766,1.075 +fortyp,262,2125,104.54,102.192,1.023 +fortyp,263,2030,5.382,5.57,0.966 +fortyp,263,2075,25.217,27.447,0.919 +fortyp,263,2125,43.167,47.387,0.911 +fortyp,264,2030,16.167,19.304,0.838 +fortyp,264,2075,80.086,76.011,1.054 +fortyp,264,2125,136.244,126.491,1.077 +fortyp,265,2030,28.706,32.465,0.884 +fortyp,265,2075,112.453,113.696,0.989 +fortyp,265,2125,168.563,169.582,0.994 +fortyp,266,2030,97.61,107.342,0.909 +fortyp,266,2075,303.346,301.246,1.007 +fortyp,266,2125,436.386,435.938,1.001 +fortyp,267,2030,35.627,40.436,0.881 +fortyp,267,2075,166.222,162.543,1.023 +fortyp,267,2125,260.517,251.079,1.038 +fortyp,268,2030,38.523,44.889,0.858 +fortyp,268,2075,111.408,113.496,0.982 +fortyp,268,2125,159.911,161.882,0.988 +fortyp,269,2030,1.01,0.957,1.055 +fortyp,269,2075,3.499,3.355,1.043 +fortyp,269,2125,5.059,4.847,1.044 +fortyp,270,2030,9.719,12.161,0.799 +fortyp,270,2075,53.292,52.972,1.006 +fortyp,270,2125,90.556,85.748,1.056 +fortyp,271,2030,0.554,0.581,0.954 +fortyp,271,2075,1.927,1.876,1.027 +fortyp,271,2125,3.272,2.895,1.13 +fortyp,281,2030,220.376,234.644,0.939 +fortyp,281,2075,537.409,571.098,0.941 +fortyp,281,2125,786.579,833.249,0.944 +fortyp,301,2030,26.069,30.27,0.861 +fortyp,301,2075,157.185,149.168,1.054 +fortyp,301,2125,263.463,248.364,1.061 +fortyp,304,2030,15.818,18.908,0.837 +fortyp,304,2075,79.192,72.03,1.099 +fortyp,304,2125,121.707,110.535,1.101 +fortyp,305,2030,2.3,3.656,0.629 +fortyp,305,2075,10.889,13.797,0.789 +fortyp,305,2125,16.02,18.521,0.865 +fortyp,321,2030,14.045,15.588,0.901 +fortyp,321,2075,45.743,46.288,0.988 +fortyp,321,2125,65.21,67.887,0.961 +fortyp,341,2030,8.912,9.173,0.972 +fortyp,341,2075,49.758,56.646,0.878 +fortyp,341,2125,70.901,81.704,0.868 +fortyp,361,2030,0.397,0.304,1.305 +fortyp,361,2075,1.155,1.122,1.029 +fortyp,361,2125,1.581,1.577,1.002 +fortyp,362,2030,0.015,0.045,0.327 +fortyp,362,2075,0.081,0.261,0.309 +fortyp,362,2125,0.148,0.446,0.332 +fortyp,364,2030,0.1,0.1,1.0 +fortyp,364,2075,0.558,0.558,1.0 +fortyp,364,2125,0.685,0.685,1.0 +fortyp,365,2030,0.519,0.558,0.929 +fortyp,365,2075,2.91,2.14,1.36 +fortyp,365,2125,4.253,3.38,1.258 +fortyp,366,2030,8.277,10.514,0.787 +fortyp,366,2075,32.495,31.887,1.019 +fortyp,366,2125,47.419,45.743,1.037 +fortyp,367,2030,9.561,13.54,0.706 +fortyp,367,2075,29.703,39.289,0.756 +fortyp,367,2125,47.938,62.376,0.769 +fortyp,368,2030,3.073,4.263,0.721 +fortyp,368,2075,9.234,13.448,0.687 +fortyp,368,2125,13.39,18.965,0.706 +fortyp,369,2030,19.233,18.105,1.062 +fortyp,369,2075,70.165,70.094,1.001 +fortyp,369,2125,95.176,95.321,0.998 +fortyp,371,2030,53.964,66.3,0.814 +fortyp,371,2075,352.772,360.771,0.978 +fortyp,371,2125,580.604,584.483,0.993 +fortyp,381,2030,7.394,6.132,1.206 +fortyp,381,2075,19.23,16.5,1.165 +fortyp,381,2125,23.27,20.248,1.149 +fortyp,383,2030,0.023,0.023,1.0 +fortyp,383,2075,0.413,0.413,1.0 +fortyp,383,2125,0.846,0.846,1.0 +fortyp,384,2030,0.221,0.631,0.351 +fortyp,384,2075,1.241,1.695,0.732 +fortyp,384,2125,1.821,2.251,0.809 +fortyp,385,2030,0.595,0.559,1.065 +fortyp,385,2075,0.903,1.401,0.644 +fortyp,385,2125,1.007,2.027,0.497 +fortyp,401,2030,74.567,69.442,1.074 +fortyp,401,2075,205.813,197.925,1.04 +fortyp,401,2125,265.512,257.274,1.032 +fortyp,402,2030,55.723,57.186,0.974 +fortyp,402,2075,146.186,147.096,0.994 +fortyp,402,2125,180.518,182.248,0.991 +fortyp,403,2030,17.192,15.039,1.143 +fortyp,403,2075,45.084,43.133,1.045 +fortyp,403,2125,55.874,53.872,1.037 +fortyp,404,2030,65.715,67.474,0.974 +fortyp,404,2075,186.662,190.836,0.978 +fortyp,404,2125,252.245,257.739,0.979 +fortyp,405,2030,66.853,52.162,1.282 +fortyp,405,2075,155.314,128.466,1.209 +fortyp,405,2125,205.155,171.146,1.199 +fortyp,406,2030,251.565,261.822,0.961 +fortyp,406,2075,648.338,670.076,0.968 +fortyp,406,2125,814.312,843.871,0.965 +fortyp,407,2030,41.403,41.672,0.994 +fortyp,407,2075,108.909,110.597,0.985 +fortyp,407,2125,128.937,132.405,0.974 +fortyp,409,2030,39.963,41.243,0.969 +fortyp,409,2075,117.499,125.207,0.938 +fortyp,409,2125,153.07,162.872,0.94 +fortyp,501,2030,171.529,203.087,0.845 +fortyp,501,2075,575.887,615.984,0.935 +fortyp,501,2125,762.047,809.754,0.941 +fortyp,502,2030,134.399,113.102,1.188 +fortyp,502,2075,383.975,356.959,1.076 +fortyp,502,2125,526.261,493.558,1.066 +fortyp,503,2030,1067.087,1013.168,1.053 +fortyp,503,2075,3075.922,3017.647,1.019 +fortyp,503,2125,4130.08,4110.52,1.005 +fortyp,504,2030,175.054,171.348,1.022 +fortyp,504,2075,539.709,542.445,0.995 +fortyp,504,2125,734.211,746.415,0.984 +fortyp,505,2030,68.979,68.19,1.012 +fortyp,505,2075,211.854,214.466,0.988 +fortyp,505,2125,291.89,299.176,0.976 +fortyp,506,2030,210.478,152.556,1.38 +fortyp,506,2075,508.022,429.554,1.183 +fortyp,506,2125,680.759,588.825,1.156 +fortyp,507,2030,17.943,16.432,1.092 +fortyp,507,2075,58.114,57.532,1.01 +fortyp,507,2125,82.133,87.406,0.94 +fortyp,508,2030,164.746,149.345,1.103 +fortyp,508,2075,405.14,396.773,1.021 +fortyp,508,2125,530.172,527.191,1.006 +fortyp,509,2030,11.756,14.809,0.794 +fortyp,509,2075,43.016,46.851,0.918 +fortyp,509,2125,60.704,64.242,0.945 +fortyp,510,2030,19.376,20.068,0.966 +fortyp,510,2075,60.895,60.872,1.0 +fortyp,510,2125,85.043,83.913,1.013 +fortyp,511,2030,38.976,26.605,1.465 +fortyp,511,2075,96.793,81.15,1.193 +fortyp,511,2125,126.719,111.27,1.139 +fortyp,512,2030,6.837,7.947,0.86 +fortyp,512,2075,31.466,30.156,1.043 +fortyp,512,2125,40.48,38.033,1.064 +fortyp,513,2030,5.021,5.561,0.903 +fortyp,513,2075,18.001,17.361,1.037 +fortyp,513,2125,25.993,22.6,1.15 +fortyp,514,2030,32.269,47.486,0.68 +fortyp,514,2075,151.293,183.01,0.827 +fortyp,514,2125,251.089,288.465,0.87 +fortyp,515,2030,256.977,209.569,1.226 +fortyp,515,2075,675.289,615.205,1.098 +fortyp,515,2125,920.675,856.863,1.074 +fortyp,516,2030,135.398,118.772,1.14 +fortyp,516,2075,331.808,313.59,1.058 +fortyp,516,2125,433.346,414.449,1.046 +fortyp,517,2030,56.489,54.604,1.035 +fortyp,517,2075,150.844,153.269,0.984 +fortyp,517,2125,189.542,195.244,0.971 +fortyp,519,2030,38.31,43.766,0.875 +fortyp,519,2075,113.353,122.911,0.922 +fortyp,519,2125,156.112,168.953,0.924 +fortyp,520,2030,399.238,382.0,1.045 +fortyp,520,2075,1032.912,1045.53,0.988 +fortyp,520,2125,1315.761,1355.604,0.971 +fortyp,601,2030,18.382,16.389,1.122 +fortyp,601,2075,53.712,48.155,1.115 +fortyp,601,2125,68.134,60.259,1.131 +fortyp,602,2030,185.106,180.964,1.023 +fortyp,602,2075,478.134,476.037,1.004 +fortyp,602,2125,585.717,589.673,0.993 +fortyp,605,2030,24.118,24.94,0.967 +fortyp,605,2075,71.469,71.999,0.993 +fortyp,605,2125,87.622,86.565,1.012 +fortyp,606,2030,3.137,9.306,0.337 +fortyp,606,2075,11.745,21.45,0.548 +fortyp,606,2125,17.087,26.858,0.636 +fortyp,607,2030,44.304,42.716,1.037 +fortyp,607,2075,125.159,123.895,1.01 +fortyp,607,2125,142.232,144.154,0.987 +fortyp,608,2030,166.708,179.123,0.931 +fortyp,608,2075,445.285,463.556,0.961 +fortyp,608,2125,576.353,592.216,0.973 +fortyp,609,2030,28.999,25.202,1.151 +fortyp,609,2075,60.792,56.569,1.075 +fortyp,609,2125,54.691,53.265,1.027 +fortyp,701,2030,77.624,94.023,0.826 +fortyp,701,2075,205.641,229.868,0.895 +fortyp,701,2125,272.406,306.454,0.889 +fortyp,702,2030,40.426,27.924,1.448 +fortyp,702,2075,105.861,81.218,1.303 +fortyp,702,2125,129.812,102.673,1.264 +fortyp,703,2030,16.502,14.531,1.136 +fortyp,703,2075,44.076,43.894,1.004 +fortyp,703,2125,64.344,64.479,0.998 +fortyp,704,2030,9.387,9.422,0.996 +fortyp,704,2075,30.255,28.158,1.074 +fortyp,704,2125,36.172,32.376,1.117 +fortyp,705,2030,45.024,39.457,1.141 +fortyp,705,2075,115.72,115.99,0.998 +fortyp,705,2125,145.924,148.142,0.985 +fortyp,706,2030,124.789,119.385,1.045 +fortyp,706,2075,366.196,351.612,1.041 +fortyp,706,2125,457.873,439.93,1.041 +fortyp,707,2030,10.948,9.214,1.188 +fortyp,707,2075,31.65,29.36,1.078 +fortyp,707,2125,38.105,36.718,1.038 +fortyp,708,2030,30.896,32.998,0.936 +fortyp,708,2075,97.346,96.947,1.004 +fortyp,708,2125,134.763,135.26,0.996 +fortyp,709,2030,6.163,6.217,0.991 +fortyp,709,2075,15.988,17.983,0.889 +fortyp,709,2125,18.824,22.249,0.846 +fortyp,722,2030,35.271,27.946,1.262 +fortyp,722,2075,109.401,91.911,1.19 +fortyp,722,2125,158.857,144.051,1.103 +fortyp,801,2030,708.29,726.86,0.974 +fortyp,801,2075,2013.214,2052.263,0.981 +fortyp,801,2125,2823.977,2923.651,0.966 +fortyp,802,2030,18.568,20.351,0.912 +fortyp,802,2075,60.843,63.8,0.954 +fortyp,802,2125,79.841,84.812,0.941 +fortyp,805,2030,152.403,141.083,1.08 +fortyp,805,2075,423.258,412.134,1.027 +fortyp,805,2125,590.18,585.298,1.008 +fortyp,809,2030,88.081,93.462,0.942 +fortyp,809,2075,243.816,251.241,0.97 +fortyp,809,2125,340.922,355.693,0.958 +fortyp,901,2030,381.795,437.237,0.873 +fortyp,901,2075,1060.269,1152.161,0.92 +fortyp,901,2125,1431.497,1541.353,0.929 +fortyp,902,2030,68.572,63.691,1.077 +fortyp,902,2075,160.62,152.744,1.052 +fortyp,902,2125,205.927,197.709,1.042 +fortyp,903,2030,16.278,19.726,0.825 +fortyp,903,2075,40.022,46.896,0.853 +fortyp,903,2125,45.039,52.38,0.86 +fortyp,904,2030,9.626,9.833,0.979 +fortyp,904,2075,25.067,26.848,0.934 +fortyp,904,2125,31.353,33.676,0.931 +fortyp,905,2030,9.448,13.577,0.696 +fortyp,905,2075,22.147,27.214,0.814 +fortyp,905,2125,30.329,36.436,0.832 +fortyp,911,2030,14.81,20.922,0.708 +fortyp,911,2075,87.121,99.685,0.874 +fortyp,911,2125,143.177,141.453,1.012 +fortyp,912,2030,3.823,4.073,0.939 +fortyp,912,2075,14.398,23.269,0.619 +fortyp,912,2125,24.785,34.754,0.713 +fortyp,921,2030,2.386,3.659,0.652 +fortyp,921,2075,11.314,16.417,0.689 +fortyp,921,2125,25.636,29.075,0.882 +fortyp,922,2030,9.231,18.46,0.5 +fortyp,922,2075,64.259,75.083,0.856 +fortyp,922,2125,108.193,129.891,0.833 +fortyp,923,2030,5.595,8.168,0.685 +fortyp,923,2075,17.036,22.705,0.75 +fortyp,923,2125,26.37,35.076,0.752 +fortyp,924,2030,2.254,4.439,0.508 +fortyp,924,2075,15.09,16.725,0.902 +fortyp,924,2125,37.574,33.509,1.121 +fortyp,931,2030,1.259,1.742,0.723 +fortyp,931,2075,8.446,7.622,1.108 +fortyp,931,2125,14.27,13.26,1.076 +fortyp,933,2030,24.188,32.516,0.744 +fortyp,933,2075,97.382,107.778,0.904 +fortyp,933,2125,176.455,188.692,0.935 +fortyp,934,2030,6.581,12.5,0.526 +fortyp,934,2075,34.362,38.77,0.886 +fortyp,934,2125,71.621,70.669,1.013 +fortyp,935,2030,0.444,0.393,1.128 +fortyp,935,2075,1.036,1.554,0.667 +fortyp,935,2125,1.139,2.51,0.454 +fortyp,941,2030,43.881,47.301,0.928 +fortyp,941,2075,222.398,213.633,1.041 +fortyp,941,2125,343.11,325.49,1.054 +fortyp,942,2030,9.651,8.965,1.077 +fortyp,942,2075,32.557,33.335,0.977 +fortyp,942,2125,49.143,54.731,0.898 +fortyp,943,2030,1.223,1.138,1.075 +fortyp,943,2075,3.871,4.007,0.966 +fortyp,943,2125,5.581,5.656,0.987 +fortyp,961,2030,9.932,13.25,0.75 +fortyp,961,2075,38.709,43.669,0.886 +fortyp,961,2125,55.89,66.37,0.842 +fortyp,962,2030,53.873,65.913,0.817 +fortyp,962,2075,160.456,185.659,0.864 +fortyp,962,2125,237.145,256.448,0.925 +fortyp,971,2030,2.522,3.002,0.84 +fortyp,971,2075,10.969,10.275,1.067 +fortyp,971,2125,20.726,17.549,1.181 +fortyp,972,2030,1.077,0.995,1.083 +fortyp,972,2075,5.807,4.619,1.257 +fortyp,972,2125,14.258,9.638,1.479 +fortyp,973,2030,5.741,6.799,0.844 +fortyp,973,2075,37.85,41.339,0.916 +fortyp,973,2125,66.692,74.979,0.889 +fortyp,974,2030,0.212,0.916,0.231 +fortyp,974,2075,0.994,3.723,0.267 +fortyp,974,2125,2.007,7.504,0.267 +fortyp,975,2030,0.386,0.331,1.168 +fortyp,975,2075,3.039,2.177,1.396 +fortyp,975,2125,6.581,4.18,1.574 +fortyp,976,2030,0.358,0.358,1.0 +fortyp,976,2075,2.553,2.553,1.0 +fortyp,976,2125,4.089,4.089,1.0 +fortyp,982,2030,11.172,15.325,0.729 +fortyp,982,2075,26.767,34.14,0.784 +fortyp,982,2125,29.831,37.892,0.787 +fortyp,983,2030,1.217,1.902,0.64 +fortyp,983,2075,7.159,8.275,0.865 +fortyp,983,2125,9.897,10.512,0.941 +fortyp,991,2030,0.009,0.009,1.0 +fortyp,991,2075,0.169,0.169,1.0 +fortyp,991,2125,0.236,0.236,1.0 +fortyp,992,2030,4.39,5.133,0.855 +fortyp,992,2075,10.189,10.725,0.95 +fortyp,992,2125,12.848,12.684,1.013 +fortyp,995,2030,21.768,23.297,0.934 +fortyp,995,2075,55.792,58.987,0.946 +fortyp,995,2125,67.17,69.331,0.969 +fortyp,999,2030,2.727,2.176,1.253 +fortyp,999,2075,14.814,12.843,1.153 +fortyp,999,2125,22.644,20.998,1.078 diff --git a/calibration/output/fvs_treemap_vs_fiadb_scales.png b/calibration/output/fvs_treemap_vs_fiadb_scales.png new file mode 100644 index 00000000..b39f931b Binary files /dev/null and b/calibration/output/fvs_treemap_vs_fiadb_scales.png differ diff --git a/calibration/output/gompit_fvs_allvariants.png b/calibration/output/gompit_fvs_allvariants.png new file mode 100644 index 00000000..e75f9970 Binary files /dev/null and b/calibration/output/gompit_fvs_allvariants.png differ diff --git a/calibration/output/gompit_fvs_csls/val_ak_gompit.csv b/calibration/output/gompit_fvs_csls/val_ak_gompit.csv new file mode 100644 index 00000000..e6bdd95d --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ak_gompit.csv @@ -0,0 +1,149 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +AK,698882992126144,gompit,0,0.019 +AK,698882992126144,gompit,5,0.031 +AK,698882992126144,gompit,10,0.045 +AK,698882992126144,gompit,15,0.06 +AK,698882992126144,gompit,20,0.077 +AK,698882992126144,gompit,25,0.091 +AK,698882992126144,gompit,30,0.101 +AK,698882992126144,gompit,35,0.115 +AK,698882992126144,gompit,40,0.132 +AK,698882992126144,gompit,45,0.14 +AK,698882992126144,gompit,50,0.147 +AK,698882992126144,gompit,55,0.156 +AK,698882992126144,gompit,60,0.161 +AK,698882992126144,gompit,65,0.164 +AK,698882992126144,gompit,70,0.168 +AK,698882992126144,gompit,75,0.171 +AK,698882992126144,gompit,80,0.169 +AK,698882992126144,gompit,85,0.172 +AK,698882992126144,gompit,90,0.176 +AK,698882992126144,gompit,95,0.179 +AK,698882992126144,gompit,100,0.18 +AK,698882996126144,gompit,0,0.426 +AK,698882996126144,gompit,5,0.562 +AK,698882996126144,gompit,10,0.704 +AK,698882996126144,gompit,15,0.848 +AK,698882996126144,gompit,20,0.979 +AK,698882996126144,gompit,25,1.115 +AK,698882996126144,gompit,30,1.255 +AK,698882996126144,gompit,35,1.396 +AK,698882996126144,gompit,40,1.54 +AK,698882996126144,gompit,45,1.678 +AK,698882996126144,gompit,50,1.8 +AK,698882996126144,gompit,55,1.925 +AK,698882996126144,gompit,60,2.043 +AK,698882996126144,gompit,65,2.152 +AK,698882996126144,gompit,70,2.267 +AK,698882996126144,gompit,75,2.358 +AK,698882996126144,gompit,80,2.454 +AK,698882996126144,gompit,85,2.553 +AK,698882996126144,gompit,90,2.675 +AK,698882996126144,gompit,95,2.777 +AK,698882996126144,gompit,100,2.884 +AK,698882997126144,gompit,0,0.441 +AK,698882997126144,gompit,5,0.638 +AK,698882997126144,gompit,10,0.87 +AK,698882997126144,gompit,15,1.114 +AK,698882997126144,gompit,20,1.394 +AK,698882997126144,gompit,25,1.764 +AK,698882997126144,gompit,30,2.095 +AK,698882997126144,gompit,35,2.488 +AK,698882997126144,gompit,40,2.882 +AK,698882997126144,gompit,45,3.302 +AK,698882997126144,gompit,50,3.806 +AK,698882997126144,gompit,55,4.226 +AK,698882997126144,gompit,60,4.664 +AK,698882997126144,gompit,65,5.216 +AK,698882997126144,gompit,70,5.736 +AK,698882997126144,gompit,75,6.281 +AK,698882997126144,gompit,80,6.913 +AK,698882997126144,gompit,85,7.519 +AK,698882997126144,gompit,90,8.095 +AK,698882997126144,gompit,95,8.853 +AK,698882997126144,gompit,100,9.547 +AK,698882999126144,gompit,0,0.329 +AK,698882999126144,gompit,5,0.407 +AK,698882999126144,gompit,10,0.489 +AK,698882999126144,gompit,15,0.572 +AK,698882999126144,gompit,20,0.662 +AK,698882999126144,gompit,25,0.744 +AK,698882999126144,gompit,30,0.835 +AK,698882999126144,gompit,35,0.925 +AK,698882999126144,gompit,40,1.01 +AK,698882999126144,gompit,45,1.093 +AK,698882999126144,gompit,50,1.16 +AK,698882999126144,gompit,55,1.226 +AK,698882999126144,gompit,60,1.287 +AK,698882999126144,gompit,65,1.355 +AK,698882999126144,gompit,70,1.419 +AK,698882999126144,gompit,75,1.474 +AK,698882999126144,gompit,80,1.518 +AK,698882999126144,gompit,85,1.552 +AK,698882999126144,gompit,90,1.592 +AK,698882999126144,gompit,95,1.63 +AK,698882999126144,gompit,100,1.656 +AK,698883004126144,gompit,0,0.0 +AK,698883006126144,gompit,0,0.592 +AK,698883006126144,gompit,5,0.792 +AK,698883006126144,gompit,10,0.999 +AK,698883006126144,gompit,15,1.214 +AK,698883006126144,gompit,20,1.431 +AK,698883006126144,gompit,25,1.667 +AK,698883006126144,gompit,30,1.909 +AK,698883006126144,gompit,35,2.169 +AK,698883006126144,gompit,40,2.433 +AK,698883006126144,gompit,45,2.689 +AK,698883006126144,gompit,50,2.963 +AK,698883006126144,gompit,55,3.236 +AK,698883006126144,gompit,60,3.516 +AK,698883006126144,gompit,65,3.793 +AK,698883006126144,gompit,70,4.068 +AK,698883006126144,gompit,75,4.342 +AK,698883006126144,gompit,80,4.592 +AK,698883006126144,gompit,85,4.849 +AK,698883006126144,gompit,90,5.095 +AK,698883006126144,gompit,95,5.339 +AK,698883006126144,gompit,100,5.58 +AK,698883008126144,gompit,0,0.195 +AK,698883008126144,gompit,5,0.252 +AK,698883008126144,gompit,10,0.32 +AK,698883008126144,gompit,15,0.397 +AK,698883008126144,gompit,20,0.488 +AK,698883008126144,gompit,25,0.589 +AK,698883008126144,gompit,30,0.696 +AK,698883008126144,gompit,35,0.83 +AK,698883008126144,gompit,40,0.946 +AK,698883008126144,gompit,45,1.068 +AK,698883008126144,gompit,50,1.193 +AK,698883008126144,gompit,55,1.323 +AK,698883008126144,gompit,60,1.523 +AK,698883008126144,gompit,65,1.695 +AK,698883008126144,gompit,70,1.859 +AK,698883008126144,gompit,75,2.059 +AK,698883008126144,gompit,80,2.239 +AK,698883008126144,gompit,85,2.395 +AK,698883008126144,gompit,90,2.552 +AK,698883008126144,gompit,95,2.742 +AK,698883008126144,gompit,100,2.917 +AK,698883009126144,gompit,0,0.029 +AK,698883009126144,gompit,5,0.049 +AK,698883009126144,gompit,10,0.073 +AK,698883009126144,gompit,15,0.097 +AK,698883009126144,gompit,20,0.125 +AK,698883009126144,gompit,25,0.148 +AK,698883009126144,gompit,30,0.17 +AK,698883009126144,gompit,35,0.19 +AK,698883009126144,gompit,40,0.211 +AK,698883009126144,gompit,45,0.236 +AK,698883009126144,gompit,50,0.259 +AK,698883009126144,gompit,55,0.279 +AK,698883009126144,gompit,60,0.307 +AK,698883009126144,gompit,65,0.331 +AK,698883009126144,gompit,70,0.358 +AK,698883009126144,gompit,75,0.379 +AK,698883009126144,gompit,80,0.395 +AK,698883009126144,gompit,85,0.417 +AK,698883009126144,gompit,90,0.439 +AK,698883009126144,gompit,95,0.449 +AK,698883009126144,gompit,100,0.46 diff --git a/calibration/output/gompit_fvs_csls/val_ak_native.csv b/calibration/output/gompit_fvs_csls/val_ak_native.csv new file mode 100644 index 00000000..c51dcf18 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ak_native.csv @@ -0,0 +1,149 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +AK,698882992126144,native,0,0.019 +AK,698882992126144,native,5,0.032 +AK,698882992126144,native,10,0.048 +AK,698882992126144,native,15,0.067 +AK,698882992126144,native,20,0.09 +AK,698882992126144,native,25,0.111 +AK,698882992126144,native,30,0.13 +AK,698882992126144,native,35,0.155 +AK,698882992126144,native,40,0.187 +AK,698882992126144,native,45,0.211 +AK,698882992126144,native,50,0.236 +AK,698882992126144,native,55,0.265 +AK,698882992126144,native,60,0.291 +AK,698882992126144,native,65,0.316 +AK,698882992126144,native,70,0.344 +AK,698882992126144,native,75,0.371 +AK,698882992126144,native,80,0.392 +AK,698882992126144,native,85,0.423 +AK,698882992126144,native,90,0.461 +AK,698882992126144,native,95,0.497 +AK,698882992126144,native,100,0.533 +AK,698882996126144,native,0,0.426 +AK,698882996126144,native,5,0.573 +AK,698882996126144,native,10,0.733 +AK,698882996126144,native,15,0.904 +AK,698882996126144,native,20,1.07 +AK,698882996126144,native,25,1.251 +AK,698882996126144,native,30,1.448 +AK,698882996126144,native,35,1.657 +AK,698882996126144,native,40,1.887 +AK,698882996126144,native,45,2.12 +AK,698882996126144,native,50,2.347 +AK,698882996126144,native,55,2.592 +AK,698882996126144,native,60,2.841 +AK,698882996126144,native,65,3.093 +AK,698882996126144,native,70,3.358 +AK,698882996126144,native,75,3.61 +AK,698882996126144,native,80,3.872 +AK,698882996126144,native,85,4.148 +AK,698882996126144,native,90,4.474 +AK,698882996126144,native,95,4.794 +AK,698882996126144,native,100,5.127 +AK,698882997126144,native,0,0.441 +AK,698882997126144,native,5,0.639 +AK,698882997126144,native,10,0.873 +AK,698882997126144,native,15,1.121 +AK,698882997126144,native,20,1.405 +AK,698882997126144,native,25,1.781 +AK,698882997126144,native,30,2.12 +AK,698882997126144,native,35,2.522 +AK,698882997126144,native,40,2.926 +AK,698882997126144,native,45,3.358 +AK,698882997126144,native,50,3.876 +AK,698882997126144,native,55,4.311 +AK,698882997126144,native,60,4.763 +AK,698882997126144,native,65,5.332 +AK,698882997126144,native,70,5.873 +AK,698882997126144,native,75,6.442 +AK,698882997126144,native,80,7.098 +AK,698882997126144,native,85,7.732 +AK,698882997126144,native,90,8.334 +AK,698882997126144,native,95,9.124 +AK,698882997126144,native,100,9.851 +AK,698882999126144,native,0,0.329 +AK,698882999126144,native,5,0.46 +AK,698882999126144,native,10,0.614 +AK,698882999126144,native,15,0.789 +AK,698882999126144,native,20,0.99 +AK,698882999126144,native,25,1.198 +AK,698882999126144,native,30,1.439 +AK,698882999126144,native,35,1.706 +AK,698882999126144,native,40,1.991 +AK,698882999126144,native,45,2.298 +AK,698882999126144,native,50,2.6 +AK,698882999126144,native,55,2.927 +AK,698882999126144,native,60,3.272 +AK,698882999126144,native,65,3.661 +AK,698882999126144,native,70,4.076 +AK,698882999126144,native,75,4.5 +AK,698882999126144,native,80,4.927 +AK,698882999126144,native,85,5.363 +AK,698882999126144,native,90,5.794 +AK,698882999126144,native,95,6.293 +AK,698882999126144,native,100,6.806 +AK,698883004126144,native,0,0.0 +AK,698883006126144,native,0,0.592 +AK,698883006126144,native,5,0.85 +AK,698883006126144,native,10,1.141 +AK,698883006126144,native,15,1.465 +AK,698883006126144,native,20,1.808 +AK,698883006126144,native,25,2.191 +AK,698883006126144,native,30,2.596 +AK,698883006126144,native,35,3.043 +AK,698883006126144,native,40,3.513 +AK,698883006126144,native,45,3.992 +AK,698883006126144,native,50,4.517 +AK,698883006126144,native,55,5.071 +AK,698883006126144,native,60,5.66 +AK,698883006126144,native,65,6.274 +AK,698883006126144,native,70,6.911 +AK,698883006126144,native,75,7.582 +AK,698883006126144,native,80,8.245 +AK,698883006126144,native,85,8.95 +AK,698883006126144,native,90,9.695 +AK,698883006126144,native,95,10.425 +AK,698883006126144,native,100,11.197 +AK,698883008126144,native,0,0.195 +AK,698883008126144,native,5,0.252 +AK,698883008126144,native,10,0.32 +AK,698883008126144,native,15,0.397 +AK,698883008126144,native,20,0.488 +AK,698883008126144,native,25,0.589 +AK,698883008126144,native,30,0.696 +AK,698883008126144,native,35,0.83 +AK,698883008126144,native,40,0.946 +AK,698883008126144,native,45,1.068 +AK,698883008126144,native,50,1.193 +AK,698883008126144,native,55,1.323 +AK,698883008126144,native,60,1.523 +AK,698883008126144,native,65,1.695 +AK,698883008126144,native,70,1.859 +AK,698883008126144,native,75,2.059 +AK,698883008126144,native,80,2.239 +AK,698883008126144,native,85,2.395 +AK,698883008126144,native,90,2.552 +AK,698883008126144,native,95,2.742 +AK,698883008126144,native,100,2.917 +AK,698883009126144,native,0,0.029 +AK,698883009126144,native,5,0.05 +AK,698883009126144,native,10,0.075 +AK,698883009126144,native,15,0.102 +AK,698883009126144,native,20,0.134 +AK,698883009126144,native,25,0.161 +AK,698883009126144,native,30,0.19 +AK,698883009126144,native,35,0.218 +AK,698883009126144,native,40,0.248 +AK,698883009126144,native,45,0.284 +AK,698883009126144,native,50,0.32 +AK,698883009126144,native,55,0.353 +AK,698883009126144,native,60,0.399 +AK,698883009126144,native,65,0.441 +AK,698883009126144,native,70,0.49 +AK,698883009126144,native,75,0.533 +AK,698883009126144,native,80,0.57 +AK,698883009126144,native,85,0.619 +AK,698883009126144,native,90,0.668 +AK,698883009126144,native,95,0.702 +AK,698883009126144,native,100,0.739 diff --git a/calibration/output/gompit_fvs_csls/val_bm_gompit.csv b/calibration/output/gompit_fvs_csls/val_bm_gompit.csv new file mode 100644 index 00000000..199c0bdd --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_bm_gompit.csv @@ -0,0 +1,149 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +BM,786780106290487,gompit,0,19.274 +BM,786780106290487,gompit,5,23.17 +BM,786780106290487,gompit,10,27.612 +BM,786780106290487,gompit,15,32.258 +BM,786780106290487,gompit,20,37.495 +BM,786780106290487,gompit,25,42.759 +BM,786780106290487,gompit,30,48.16 +BM,786780106290487,gompit,35,53.815 +BM,786780106290487,gompit,40,59.56 +BM,786780106290487,gompit,45,65.345 +BM,786780106290487,gompit,50,71.323 +BM,786780106290487,gompit,55,77.479 +BM,786780106290487,gompit,60,83.787 +BM,786780106290487,gompit,65,90.276 +BM,786780106290487,gompit,70,96.684 +BM,786780106290487,gompit,75,100.924 +BM,786780106290487,gompit,80,104.933 +BM,786780106290487,gompit,85,108.697 +BM,786780106290487,gompit,90,112.124 +BM,786780106290487,gompit,95,115.18 +BM,786780106290487,gompit,100,114.201 +BM,786780267290487,gompit,0,1.087 +BM,786780267290487,gompit,5,1.507 +BM,786780267290487,gompit,10,2.007 +BM,786780267290487,gompit,15,2.738 +BM,786780267290487,gompit,20,3.35 +BM,786780267290487,gompit,25,6.767 +BM,786780267290487,gompit,30,11.316 +BM,786780267290487,gompit,35,15.489 +BM,786780267290487,gompit,40,19.728 +BM,786780267290487,gompit,45,23.034 +BM,786780267290487,gompit,50,25.36 +BM,786780267290487,gompit,55,27.223 +BM,786780267290487,gompit,60,28.423 +BM,786780267290487,gompit,65,29.601 +BM,786780267290487,gompit,70,30.468 +BM,786780267290487,gompit,75,30.844 +BM,786780267290487,gompit,80,31.258 +BM,786780267290487,gompit,85,31.619 +BM,786780267290487,gompit,90,31.581 +BM,786780267290487,gompit,95,31.033 +BM,786780267290487,gompit,100,30.523 +BM,786780268290487,gompit,0,0.369 +BM,786780268290487,gompit,5,1.455 +BM,786780268290487,gompit,10,3.203 +BM,786780268290487,gompit,15,5.926 +BM,786780268290487,gompit,20,11.706 +BM,786780268290487,gompit,25,18.072 +BM,786780268290487,gompit,30,24.369 +BM,786780268290487,gompit,35,32.873 +BM,786780268290487,gompit,40,39.023 +BM,786780268290487,gompit,45,44.694 +BM,786780268290487,gompit,50,50.395 +BM,786780268290487,gompit,55,56.164 +BM,786780268290487,gompit,60,61.128 +BM,786780268290487,gompit,65,66.251 +BM,786780268290487,gompit,70,71.082 +BM,786780268290487,gompit,75,75.408 +BM,786780268290487,gompit,80,78.649 +BM,786780268290487,gompit,85,80.307 +BM,786780268290487,gompit,90,77.527 +BM,786780268290487,gompit,95,74.733 +BM,786780268290487,gompit,100,72.228 +BM,786780272290487,gompit,0,13.393 +BM,786780272290487,gompit,5,24.325 +BM,786780272290487,gompit,10,34.313 +BM,786780272290487,gompit,15,45.027 +BM,786780272290487,gompit,20,53.53 +BM,786780272290487,gompit,25,59.318 +BM,786780272290487,gompit,30,64.99 +BM,786780272290487,gompit,35,70.369 +BM,786780272290487,gompit,40,75.642 +BM,786780272290487,gompit,45,80.708 +BM,786780272290487,gompit,50,85.478 +BM,786780272290487,gompit,55,90.007 +BM,786780272290487,gompit,60,94.392 +BM,786780272290487,gompit,65,98.215 +BM,786780272290487,gompit,70,101.807 +BM,786780272290487,gompit,75,105.008 +BM,786780272290487,gompit,80,108.071 +BM,786780272290487,gompit,85,110.976 +BM,786780272290487,gompit,90,113.739 +BM,786780272290487,gompit,95,116.396 +BM,786780272290487,gompit,100,117.503 +BM,786780273290487,gompit,0,12.873 +BM,786780273290487,gompit,5,29.44 +BM,786780273290487,gompit,10,45.229 +BM,786780273290487,gompit,15,60.424 +BM,786780273290487,gompit,20,67.412 +BM,786780273290487,gompit,25,73.785 +BM,786780273290487,gompit,30,79.352 +BM,786780273290487,gompit,35,84.661 +BM,786780273290487,gompit,40,89.378 +BM,786780273290487,gompit,45,93.817 +BM,786780273290487,gompit,50,97.745 +BM,786780273290487,gompit,55,101.52 +BM,786780273290487,gompit,60,104.921 +BM,786780273290487,gompit,65,108.023 +BM,786780273290487,gompit,70,111.034 +BM,786780273290487,gompit,75,113.809 +BM,786780273290487,gompit,80,116.52 +BM,786780273290487,gompit,85,119.001 +BM,786780273290487,gompit,90,120.629 +BM,786780273290487,gompit,95,121.784 +BM,786780273290487,gompit,100,122.669 +BM,786780275290487,gompit,0,3.843 +BM,786780275290487,gompit,5,9.746 +BM,786780275290487,gompit,10,18.196 +BM,786780275290487,gompit,15,28.382 +BM,786780275290487,gompit,20,39.102 +BM,786780275290487,gompit,25,49.64 +BM,786780275290487,gompit,30,59.601 +BM,786780275290487,gompit,35,68.59 +BM,786780275290487,gompit,40,79.986 +BM,786780275290487,gompit,45,87.983 +BM,786780275290487,gompit,50,95.453 +BM,786780275290487,gompit,55,102.537 +BM,786780275290487,gompit,60,109.366 +BM,786780275290487,gompit,65,115.729 +BM,786780275290487,gompit,70,121.71 +BM,786780275290487,gompit,75,127.378 +BM,786780275290487,gompit,80,132.794 +BM,786780275290487,gompit,85,137.847 +BM,786780275290487,gompit,90,142.679 +BM,786780275290487,gompit,95,147.177 +BM,786780275290487,gompit,100,151.419 +BM,786779955290487,gompit,0,0.0 +BM,750085642290487,gompit,0,23.975 +BM,750085642290487,gompit,5,30.814 +BM,750085642290487,gompit,10,38.225 +BM,750085642290487,gompit,15,43.252 +BM,750085642290487,gompit,20,48.387 +BM,750085642290487,gompit,25,53.707 +BM,750085642290487,gompit,30,59.29 +BM,750085642290487,gompit,35,64.833 +BM,750085642290487,gompit,40,70.318 +BM,750085642290487,gompit,45,75.898 +BM,750085642290487,gompit,50,81.511 +BM,750085642290487,gompit,55,87.078 +BM,750085642290487,gompit,60,92.74 +BM,750085642290487,gompit,65,98.363 +BM,750085642290487,gompit,70,104.092 +BM,750085642290487,gompit,75,109.774 +BM,750085642290487,gompit,80,115.171 +BM,750085642290487,gompit,85,120.324 +BM,750085642290487,gompit,90,125.174 +BM,750085642290487,gompit,95,126.954 +BM,750085642290487,gompit,100,128.607 diff --git a/calibration/output/gompit_fvs_csls/val_bm_native.csv b/calibration/output/gompit_fvs_csls/val_bm_native.csv new file mode 100644 index 00000000..4ccb58e3 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_bm_native.csv @@ -0,0 +1,149 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +BM,786780106290487,native,0,19.274 +BM,786780106290487,native,5,23.17 +BM,786780106290487,native,10,27.612 +BM,786780106290487,native,15,32.258 +BM,786780106290487,native,20,37.495 +BM,786780106290487,native,25,42.759 +BM,786780106290487,native,30,48.16 +BM,786780106290487,native,35,53.815 +BM,786780106290487,native,40,59.56 +BM,786780106290487,native,45,65.345 +BM,786780106290487,native,50,71.323 +BM,786780106290487,native,55,77.479 +BM,786780106290487,native,60,83.787 +BM,786780106290487,native,65,90.276 +BM,786780106290487,native,70,96.684 +BM,786780106290487,native,75,100.924 +BM,786780106290487,native,80,104.933 +BM,786780106290487,native,85,108.697 +BM,786780106290487,native,90,112.124 +BM,786780106290487,native,95,115.18 +BM,786780106290487,native,100,118.031 +BM,786780267290487,native,0,1.087 +BM,786780267290487,native,5,1.65 +BM,786780267290487,native,10,2.414 +BM,786780267290487,native,15,3.629 +BM,786780267290487,native,20,4.906 +BM,786780267290487,native,25,10.536 +BM,786780267290487,native,30,19.118 +BM,786780267290487,native,35,27.745 +BM,786780267290487,native,40,35.676 +BM,786780267290487,native,45,43.359 +BM,786780267290487,native,50,50.826 +BM,786780267290487,native,55,58.508 +BM,786780267290487,native,60,61.04 +BM,786780267290487,native,65,63.447 +BM,786780267290487,native,70,65.611 +BM,786780267290487,native,75,67.587 +BM,786780267290487,native,80,69.331 +BM,786780267290487,native,85,70.819 +BM,786780267290487,native,90,72.156 +BM,786780267290487,native,95,73.412 +BM,786780267290487,native,100,74.554 +BM,786780268290487,native,0,0.369 +BM,786780268290487,native,5,1.541 +BM,786780268290487,native,10,3.6 +BM,786780268290487,native,15,7.022 +BM,786780268290487,native,20,14.444 +BM,786780268290487,native,25,23.358 +BM,786780268290487,native,30,31.325 +BM,786780268290487,native,35,38.938 +BM,786780268290487,native,40,46.487 +BM,786780268290487,native,45,53.475 +BM,786780268290487,native,50,60.526 +BM,786780268290487,native,55,67.635 +BM,786780268290487,native,60,69.991 +BM,786780268290487,native,65,72.412 +BM,786780268290487,native,70,74.558 +BM,786780268290487,native,75,76.493 +BM,786780268290487,native,80,78.323 +BM,786780268290487,native,85,79.998 +BM,786780268290487,native,90,81.53 +BM,786780268290487,native,95,82.942 +BM,786780268290487,native,100,84.282 +BM,786780272290487,native,0,13.393 +BM,786780272290487,native,5,24.325 +BM,786780272290487,native,10,34.313 +BM,786780272290487,native,15,45.027 +BM,786780272290487,native,20,53.53 +BM,786780272290487,native,25,59.318 +BM,786780272290487,native,30,64.99 +BM,786780272290487,native,35,70.369 +BM,786780272290487,native,40,75.642 +BM,786780272290487,native,45,80.708 +BM,786780272290487,native,50,85.478 +BM,786780272290487,native,55,90.007 +BM,786780272290487,native,60,94.392 +BM,786780272290487,native,65,98.215 +BM,786780272290487,native,70,101.807 +BM,786780272290487,native,75,105.008 +BM,786780272290487,native,80,108.071 +BM,786780272290487,native,85,110.976 +BM,786780272290487,native,90,113.739 +BM,786780272290487,native,95,116.396 +BM,786780272290487,native,100,117.503 +BM,786780273290487,native,0,12.873 +BM,786780273290487,native,5,29.44 +BM,786780273290487,native,10,45.229 +BM,786780273290487,native,15,60.424 +BM,786780273290487,native,20,67.412 +BM,786780273290487,native,25,73.785 +BM,786780273290487,native,30,79.352 +BM,786780273290487,native,35,84.661 +BM,786780273290487,native,40,89.378 +BM,786780273290487,native,45,93.817 +BM,786780273290487,native,50,97.745 +BM,786780273290487,native,55,101.52 +BM,786780273290487,native,60,104.921 +BM,786780273290487,native,65,108.023 +BM,786780273290487,native,70,111.034 +BM,786780273290487,native,75,113.809 +BM,786780273290487,native,80,116.52 +BM,786780273290487,native,85,119.001 +BM,786780273290487,native,90,120.629 +BM,786780273290487,native,95,121.784 +BM,786780273290487,native,100,122.669 +BM,786780275290487,native,0,3.843 +BM,786780275290487,native,5,10.091 +BM,786780275290487,native,10,19.49 +BM,786780275290487,native,15,31.286 +BM,786780275290487,native,20,44.226 +BM,786780275290487,native,25,57.489 +BM,786780275290487,native,30,70.157 +BM,786780275290487,native,35,80.034 +BM,786780275290487,native,40,89.431 +BM,786780275290487,native,45,98.345 +BM,786780275290487,native,50,106.646 +BM,786780275290487,native,55,114.495 +BM,786780275290487,native,60,122.05 +BM,786780275290487,native,65,129.06 +BM,786780275290487,native,70,135.627 +BM,786780275290487,native,75,141.839 +BM,786780275290487,native,80,147.78 +BM,786780275290487,native,85,153.298 +BM,786780275290487,native,90,158.574 +BM,786780275290487,native,95,163.471 +BM,786780275290487,native,100,168.084 +BM,786779955290487,native,0,0.0 +BM,750085642290487,native,0,23.975 +BM,750085642290487,native,5,30.814 +BM,750085642290487,native,10,38.225 +BM,750085642290487,native,15,43.252 +BM,750085642290487,native,20,48.387 +BM,750085642290487,native,25,53.707 +BM,750085642290487,native,30,59.29 +BM,750085642290487,native,35,64.833 +BM,750085642290487,native,40,70.318 +BM,750085642290487,native,45,75.898 +BM,750085642290487,native,50,81.511 +BM,750085642290487,native,55,87.078 +BM,750085642290487,native,60,92.74 +BM,750085642290487,native,65,98.363 +BM,750085642290487,native,70,104.092 +BM,750085642290487,native,75,109.774 +BM,750085642290487,native,80,115.171 +BM,750085642290487,native,85,120.324 +BM,750085642290487,native,90,125.174 +BM,750085642290487,native,95,126.954 +BM,750085642290487,native,100,128.607 diff --git a/calibration/output/gompit_fvs_csls/val_ca_gompit.csv b/calibration/output/gompit_fvs_csls/val_ca_gompit.csv new file mode 100644 index 00000000..7bda912c --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ca_gompit.csv @@ -0,0 +1,193 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CA,750086573290487,gompit,0,21.631 +CA,750086573290487,gompit,5,29.675 +CA,750086573290487,gompit,10,37.76 +CA,750086573290487,gompit,15,45.75 +CA,750086573290487,gompit,20,54.266 +CA,750086573290487,gompit,25,63.271 +CA,750086573290487,gompit,30,73.381 +CA,750086573290487,gompit,35,83.982 +CA,750086573290487,gompit,40,94.749 +CA,750086573290487,gompit,45,105.63 +CA,750086573290487,gompit,50,116.155 +CA,750086573290487,gompit,55,128.572 +CA,750086573290487,gompit,60,140.536 +CA,750086573290487,gompit,65,153.797 +CA,750086573290487,gompit,70,167.562 +CA,750086573290487,gompit,75,181.443 +CA,750086573290487,gompit,80,194.107 +CA,750086573290487,gompit,85,209.574 +CA,750086573290487,gompit,90,223.405 +CA,750086573290487,gompit,95,236.451 +CA,750086573290487,gompit,100,253.112 +CA,750087186290487,gompit,0,0.98 +CA,750087186290487,gompit,5,3.031 +CA,750087186290487,gompit,10,6.939 +CA,750087186290487,gompit,15,13.836 +CA,750087186290487,gompit,20,22.102 +CA,750087186290487,gompit,25,33.34 +CA,750087186290487,gompit,30,47.331 +CA,750087186290487,gompit,35,61.184 +CA,750087186290487,gompit,40,74.604 +CA,750087186290487,gompit,45,87.925 +CA,750087186290487,gompit,50,102.71 +CA,750087186290487,gompit,55,113.101 +CA,750087186290487,gompit,60,124.269 +CA,750087186290487,gompit,65,134.848 +CA,750087186290487,gompit,70,142.346 +CA,750087186290487,gompit,75,149.438 +CA,750087186290487,gompit,80,153.955 +CA,750087186290487,gompit,85,160.634 +CA,750087186290487,gompit,90,161.849 +CA,750087186290487,gompit,95,163.049 +CA,750087186290487,gompit,100,163.712 +CA,750087411290487,gompit,0,19.048 +CA,750087411290487,gompit,5,30.03 +CA,750087411290487,gompit,10,42.838 +CA,750087411290487,gompit,15,55.704 +CA,750087411290487,gompit,20,69.827 +CA,750087411290487,gompit,25,84.059 +CA,750087411290487,gompit,30,99.537 +CA,750087411290487,gompit,35,116.522 +CA,750087411290487,gompit,40,135.476 +CA,750087411290487,gompit,45,153.092 +CA,750087411290487,gompit,50,166.603 +CA,750087411290487,gompit,55,178.854 +CA,750087411290487,gompit,60,189.601 +CA,750087411290487,gompit,65,200.421 +CA,750087411290487,gompit,70,207.375 +CA,750087411290487,gompit,75,214.753 +CA,750087411290487,gompit,80,221.316 +CA,750087411290487,gompit,85,225.754 +CA,750087411290487,gompit,90,229.493 +CA,750087411290487,gompit,95,233.673 +CA,750087411290487,gompit,100,239.699 +CA,750084482290487,gompit,0,12.082 +CA,750084482290487,gompit,5,29.05 +CA,750084482290487,gompit,10,41.575 +CA,750084482290487,gompit,15,53.166 +CA,750084482290487,gompit,20,66.256 +CA,750084482290487,gompit,25,81.867 +CA,750084482290487,gompit,30,97.913 +CA,750084482290487,gompit,35,111.243 +CA,750084482290487,gompit,40,126.239 +CA,750084482290487,gompit,45,139.083 +CA,750084482290487,gompit,50,151.959 +CA,750084482290487,gompit,55,167.966 +CA,750084482290487,gompit,60,183.007 +CA,750084482290487,gompit,65,199.388 +CA,750084482290487,gompit,70,216.194 +CA,750084482290487,gompit,75,231.99 +CA,750084482290487,gompit,80,250.167 +CA,750084482290487,gompit,85,262.401 +CA,750084482290487,gompit,90,273.549 +CA,750084482290487,gompit,95,285.474 +CA,750084482290487,gompit,100,297.081 +CA,750087460290487,gompit,0,0.0 +CA,750087461290487,gompit,0,0.0 +CA,750087465290487,gompit,0,9.392 +CA,750087465290487,gompit,5,16.509 +CA,750087465290487,gompit,10,21.871 +CA,750087465290487,gompit,15,29.497 +CA,750087465290487,gompit,20,39.967 +CA,750087465290487,gompit,25,53.811 +CA,750087465290487,gompit,30,68.448 +CA,750087465290487,gompit,35,84.324 +CA,750087465290487,gompit,40,102.862 +CA,750087465290487,gompit,45,118.058 +CA,750087465290487,gompit,50,135.325 +CA,750087465290487,gompit,55,149.193 +CA,750087465290487,gompit,60,163.662 +CA,750087465290487,gompit,65,178.683 +CA,750087465290487,gompit,70,191.894 +CA,750087465290487,gompit,75,203.034 +CA,750087465290487,gompit,80,212.677 +CA,750087465290487,gompit,85,222.471 +CA,750087465290487,gompit,90,229.916 +CA,750087465290487,gompit,95,235.982 +CA,750087465290487,gompit,100,241.123 +CA,750087348290487,gompit,0,1.577 +CA,750087348290487,gompit,5,8.0 +CA,750087348290487,gompit,10,20.269 +CA,750087348290487,gompit,15,34.925 +CA,750087348290487,gompit,20,49.883 +CA,750087348290487,gompit,25,61.851 +CA,750087348290487,gompit,30,73.746 +CA,750087348290487,gompit,35,84.712 +CA,750087348290487,gompit,40,97.206 +CA,750087348290487,gompit,45,105.819 +CA,750087348290487,gompit,50,114.769 +CA,750087348290487,gompit,55,122.894 +CA,750087348290487,gompit,60,130.39 +CA,750087348290487,gompit,65,135.423 +CA,750087348290487,gompit,70,138.93 +CA,750087348290487,gompit,75,143.511 +CA,750087348290487,gompit,80,145.904 +CA,750087348290487,gompit,85,147.861 +CA,750087348290487,gompit,90,149.857 +CA,750087348290487,gompit,95,148.916 +CA,750087348290487,gompit,100,147.801 +CA,750087341290487,gompit,0,38.717 +CA,750087341290487,gompit,5,51.782 +CA,750087341290487,gompit,10,66.494 +CA,750087341290487,gompit,15,86.053 +CA,750087341290487,gompit,20,105.299 +CA,750087341290487,gompit,25,126.351 +CA,750087341290487,gompit,30,146.063 +CA,750087341290487,gompit,35,166.582 +CA,750087341290487,gompit,40,188.316 +CA,750087341290487,gompit,45,209.03 +CA,750087341290487,gompit,50,224.267 +CA,750087341290487,gompit,55,233.299 +CA,750087341290487,gompit,60,241.918 +CA,750087341290487,gompit,65,250.088 +CA,750087341290487,gompit,70,257.361 +CA,750087341290487,gompit,75,264.341 +CA,750087341290487,gompit,80,271.548 +CA,750087341290487,gompit,85,278.041 +CA,750087341290487,gompit,90,282.493 +CA,750087341290487,gompit,95,287.777 +CA,750087341290487,gompit,100,292.199 +CA,750084572290487,gompit,0,0.0 +CA,750087302290487,gompit,0,0.872 +CA,750087302290487,gompit,5,4.974 +CA,750087302290487,gompit,10,11.406 +CA,750087302290487,gompit,15,19.289 +CA,750087302290487,gompit,20,28.175 +CA,750087302290487,gompit,25,39.723 +CA,750087302290487,gompit,30,51.636 +CA,750087302290487,gompit,35,65.394 +CA,750087302290487,gompit,40,78.615 +CA,750087302290487,gompit,45,91.962 +CA,750087302290487,gompit,50,106.334 +CA,750087302290487,gompit,55,120.033 +CA,750087302290487,gompit,60,133.302 +CA,750087302290487,gompit,65,145.289 +CA,750087302290487,gompit,70,155.456 +CA,750087302290487,gompit,75,162.986 +CA,750087302290487,gompit,80,171.314 +CA,750087302290487,gompit,85,178.886 +CA,750087302290487,gompit,90,183.401 +CA,750087302290487,gompit,95,187.145 +CA,750087302290487,gompit,100,191.018 +CA,750087303290487,gompit,0,1.623 +CA,750087303290487,gompit,5,6.251 +CA,750087303290487,gompit,10,12.574 +CA,750087303290487,gompit,15,21.751 +CA,750087303290487,gompit,20,34.831 +CA,750087303290487,gompit,25,50.725 +CA,750087303290487,gompit,30,68.226 +CA,750087303290487,gompit,35,90.344 +CA,750087303290487,gompit,40,116.338 +CA,750087303290487,gompit,45,145.785 +CA,750087303290487,gompit,50,175.717 +CA,750087303290487,gompit,55,205.019 +CA,750087303290487,gompit,60,241.599 +CA,750087303290487,gompit,65,274.505 +CA,750087303290487,gompit,70,308.215 +CA,750087303290487,gompit,75,340.918 +CA,750087303290487,gompit,80,370.523 +CA,750087303290487,gompit,85,397.547 +CA,750087303290487,gompit,90,426.086 +CA,750087303290487,gompit,95,451.67 +CA,750087303290487,gompit,100,474.825 diff --git a/calibration/output/gompit_fvs_csls/val_ca_native.csv b/calibration/output/gompit_fvs_csls/val_ca_native.csv new file mode 100644 index 00000000..98625148 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ca_native.csv @@ -0,0 +1,193 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CA,750086573290487,native,0,21.631 +CA,750086573290487,native,5,29.99 +CA,750086573290487,native,10,38.417 +CA,750086573290487,native,15,46.775 +CA,750086573290487,native,20,55.751 +CA,750086573290487,native,25,65.316 +CA,750086573290487,native,30,76.076 +CA,750086573290487,native,35,87.437 +CA,750086573290487,native,40,99.074 +CA,750086573290487,native,45,110.799 +CA,750086573290487,native,50,122.216 +CA,750086573290487,native,55,135.491 +CA,750086573290487,native,60,149.643 +CA,750086573290487,native,65,163.29 +CA,750086573290487,native,70,178.776 +CA,750086573290487,native,75,191.792 +CA,750086573290487,native,80,205.173 +CA,750086573290487,native,85,221.676 +CA,750086573290487,native,90,237.786 +CA,750086573290487,native,95,253.335 +CA,750086573290487,native,100,270.326 +CA,750087186290487,native,0,0.98 +CA,750087186290487,native,5,3.339 +CA,750087186290487,native,10,8.36 +CA,750087186290487,native,15,18.052 +CA,750087186290487,native,20,31.078 +CA,750087186290487,native,25,50.281 +CA,750087186290487,native,30,75.923 +CA,750087186290487,native,35,98.915 +CA,750087186290487,native,40,122.007 +CA,750087186290487,native,45,146.896 +CA,750087186290487,native,50,172.653 +CA,750087186290487,native,55,184.359 +CA,750087186290487,native,60,195.804 +CA,750087186290487,native,65,206.48 +CA,750087186290487,native,70,217.1 +CA,750087186290487,native,75,226.641 +CA,750087186290487,native,80,235.75 +CA,750087186290487,native,85,244.673 +CA,750087186290487,native,90,252.915 +CA,750087186290487,native,95,260.778 +CA,750087186290487,native,100,268.417 +CA,750087411290487,native,0,19.048 +CA,750087411290487,native,5,32.423 +CA,750087411290487,native,10,49.54 +CA,750087411290487,native,15,66.299 +CA,750087411290487,native,20,84.725 +CA,750087411290487,native,25,106.378 +CA,750087411290487,native,30,128.124 +CA,750087411290487,native,35,150.828 +CA,750087411290487,native,40,168.301 +CA,750087411290487,native,45,183.149 +CA,750087411290487,native,50,196.36 +CA,750087411290487,native,55,210.936 +CA,750087411290487,native,60,220.12 +CA,750087411290487,native,65,227.757 +CA,750087411290487,native,70,235.033 +CA,750087411290487,native,75,241.658 +CA,750087411290487,native,80,247.613 +CA,750087411290487,native,85,253.06 +CA,750087411290487,native,90,258.035 +CA,750087411290487,native,95,262.586 +CA,750087411290487,native,100,266.449 +CA,750084482290487,native,0,12.082 +CA,750084482290487,native,5,29.441 +CA,750084482290487,native,10,42.572 +CA,750084482290487,native,15,54.971 +CA,750084482290487,native,20,69.107 +CA,750084482290487,native,25,83.77 +CA,750084482290487,native,30,98.056 +CA,750084482290487,native,35,112.382 +CA,750084482290487,native,40,130.388 +CA,750084482290487,native,45,146.134 +CA,750084482290487,native,50,162.151 +CA,750084482290487,native,55,180.867 +CA,750084482290487,native,60,195.997 +CA,750084482290487,native,65,213.85 +CA,750084482290487,native,70,232.994 +CA,750084482290487,native,75,249.693 +CA,750084482290487,native,80,267.655 +CA,750084482290487,native,85,282.913 +CA,750084482290487,native,90,299.942 +CA,750084482290487,native,95,316.028 +CA,750084482290487,native,100,330.72 +CA,750087460290487,native,0,0.0 +CA,750087461290487,native,0,0.0 +CA,750087465290487,native,0,9.392 +CA,750087465290487,native,5,17.903 +CA,750087465290487,native,10,25.412 +CA,750087465290487,native,15,36.324 +CA,750087465290487,native,20,52.163 +CA,750087465290487,native,25,71.434 +CA,750087465290487,native,30,96.217 +CA,750087465290487,native,35,118.706 +CA,750087465290487,native,40,140.28 +CA,750087465290487,native,45,165.87 +CA,750087465290487,native,50,189.474 +CA,750087465290487,native,55,209.332 +CA,750087465290487,native,60,212.225 +CA,750087465290487,native,65,214.97 +CA,750087465290487,native,70,218.259 +CA,750087465290487,native,75,223.071 +CA,750087465290487,native,80,227.303 +CA,750087465290487,native,85,231.438 +CA,750087465290487,native,90,235.5 +CA,750087465290487,native,95,238.69 +CA,750087465290487,native,100,241.729 +CA,750087348290487,native,0,1.577 +CA,750087348290487,native,5,8.404 +CA,750087348290487,native,10,22.286 +CA,750087348290487,native,15,39.979 +CA,750087348290487,native,20,59.538 +CA,750087348290487,native,25,77.168 +CA,750087348290487,native,30,96.12 +CA,750087348290487,native,35,111.732 +CA,750087348290487,native,40,129.381 +CA,750087348290487,native,45,144.193 +CA,750087348290487,native,50,160.262 +CA,750087348290487,native,55,176.174 +CA,750087348290487,native,60,191.929 +CA,750087348290487,native,65,206.447 +CA,750087348290487,native,70,212.998 +CA,750087348290487,native,75,219.646 +CA,750087348290487,native,80,225.515 +CA,750087348290487,native,85,231.398 +CA,750087348290487,native,90,236.436 +CA,750087348290487,native,95,241.333 +CA,750087348290487,native,100,246.07 +CA,750087341290487,native,0,38.717 +CA,750087341290487,native,5,54.744 +CA,750087341290487,native,10,74.02 +CA,750087341290487,native,15,95.409 +CA,750087341290487,native,20,117.692 +CA,750087341290487,native,25,136.608 +CA,750087341290487,native,30,149.008 +CA,750087341290487,native,35,158.258 +CA,750087341290487,native,40,171.927 +CA,750087341290487,native,45,184.541 +CA,750087341290487,native,50,197.299 +CA,750087341290487,native,55,208.937 +CA,750087341290487,native,60,214.22 +CA,750087341290487,native,65,219.765 +CA,750087341290487,native,70,225.57 +CA,750087341290487,native,75,230.713 +CA,750087341290487,native,80,235.441 +CA,750087341290487,native,85,239.951 +CA,750087341290487,native,90,244.128 +CA,750087341290487,native,95,247.694 +CA,750087341290487,native,100,250.808 +CA,750084572290487,native,0,0.0 +CA,750087302290487,native,0,0.872 +CA,750087302290487,native,5,5.355 +CA,750087302290487,native,10,13.199 +CA,750087302290487,native,15,24.007 +CA,750087302290487,native,20,37.044 +CA,750087302290487,native,25,55.718 +CA,750087302290487,native,30,77.616 +CA,750087302290487,native,35,101.007 +CA,750087302290487,native,40,123.039 +CA,750087302290487,native,45,146.612 +CA,750087302290487,native,50,171.069 +CA,750087302290487,native,55,195.546 +CA,750087302290487,native,60,208.32 +CA,750087302290487,native,65,212.674 +CA,750087302290487,native,70,218.975 +CA,750087302290487,native,75,225.513 +CA,750087302290487,native,80,232.094 +CA,750087302290487,native,85,238.372 +CA,750087302290487,native,90,245.152 +CA,750087302290487,native,95,252.206 +CA,750087302290487,native,100,259.189 +CA,750087303290487,native,0,1.623 +CA,750087303290487,native,5,6.435 +CA,750087303290487,native,10,13.316 +CA,750087303290487,native,15,23.72 +CA,750087303290487,native,20,39.082 +CA,750087303290487,native,25,58.468 +CA,750087303290487,native,30,80.804 +CA,750087303290487,native,35,109.969 +CA,750087303290487,native,40,145.551 +CA,750087303290487,native,45,187.329 +CA,750087303290487,native,50,231.404 +CA,750087303290487,native,55,276.64 +CA,750087303290487,native,60,327.784 +CA,750087303290487,native,65,367.85 +CA,750087303290487,native,70,409.232 +CA,750087303290487,native,75,446.878 +CA,750087303290487,native,80,483.02 +CA,750087303290487,native,85,518.629 +CA,750087303290487,native,90,548.407 +CA,750087303290487,native,95,558.657 +CA,750087303290487,native,100,567.953 diff --git a/calibration/output/gompit_fvs_csls/val_ci_gompit.csv b/calibration/output/gompit_fvs_csls/val_ci_gompit.csv new file mode 100644 index 00000000..c3b920c4 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ci_gompit.csv @@ -0,0 +1,89 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CI,40389020010690,gompit,0,0.0 +CI,40389021010690,gompit,0,0.041 +CI,40389021010690,gompit,5,0.063 +CI,40389021010690,gompit,10,0.105 +CI,40389021010690,gompit,15,0.158 +CI,40389021010690,gompit,20,0.21 +CI,40389021010690,gompit,25,0.27 +CI,40389021010690,gompit,30,0.322 +CI,40389021010690,gompit,35,0.37 +CI,40389021010690,gompit,40,0.414 +CI,40389021010690,gompit,45,0.451 +CI,40389021010690,gompit,50,0.492 +CI,40389021010690,gompit,55,0.532 +CI,40389021010690,gompit,60,0.571 +CI,40389021010690,gompit,65,0.587 +CI,40389021010690,gompit,70,0.604 +CI,40389021010690,gompit,75,0.624 +CI,40389021010690,gompit,80,0.64 +CI,40389021010690,gompit,85,0.654 +CI,40389021010690,gompit,90,0.661 +CI,40389021010690,gompit,95,0.663 +CI,40389021010690,gompit,100,0.662 +CI,40389029010690,gompit,0,0.057 +CI,40389029010690,gompit,5,0.077 +CI,40389029010690,gompit,10,0.104 +CI,40389029010690,gompit,15,0.147 +CI,40389029010690,gompit,20,0.201 +CI,40389029010690,gompit,25,0.288 +CI,40389029010690,gompit,30,0.394 +CI,40389029010690,gompit,35,0.535 +CI,40389029010690,gompit,40,0.712 +CI,40389029010690,gompit,45,0.899 +CI,40389029010690,gompit,50,1.128 +CI,40389029010690,gompit,55,1.369 +CI,40389029010690,gompit,60,1.647 +CI,40389029010690,gompit,65,1.924 +CI,40389029010690,gompit,70,2.194 +CI,40389029010690,gompit,75,2.494 +CI,40389029010690,gompit,80,2.798 +CI,40389029010690,gompit,85,3.067 +CI,40389029010690,gompit,90,3.308 +CI,40389029010690,gompit,95,3.526 +CI,40389029010690,gompit,100,3.705 +CI,40389031010690,gompit,0,0.0 +CI,40389033010690,gompit,0,0.0 +CI,40389041010690,gompit,0,0.099 +CI,40389041010690,gompit,5,0.142 +CI,40389041010690,gompit,10,0.208 +CI,40389041010690,gompit,15,0.285 +CI,40389041010690,gompit,20,0.418 +CI,40389041010690,gompit,25,0.594 +CI,40389041010690,gompit,30,0.795 +CI,40389041010690,gompit,35,1.01 +CI,40389041010690,gompit,40,1.291 +CI,40389041010690,gompit,45,1.541 +CI,40389041010690,gompit,50,1.839 +CI,40389041010690,gompit,55,2.146 +CI,40389041010690,gompit,60,2.501 +CI,40389041010690,gompit,65,2.892 +CI,40389041010690,gompit,70,3.271 +CI,40389041010690,gompit,75,3.642 +CI,40389041010690,gompit,80,3.965 +CI,40389041010690,gompit,85,4.292 +CI,40389041010690,gompit,90,4.594 +CI,40389041010690,gompit,95,4.837 +CI,40389041010690,gompit,100,5.064 +CI,40389045010690,gompit,0,0.0 +CI,40389048010690,gompit,0,0.175 +CI,40389048010690,gompit,5,0.31 +CI,40389048010690,gompit,10,0.504 +CI,40389048010690,gompit,15,0.753 +CI,40389048010690,gompit,20,1.034 +CI,40389048010690,gompit,25,1.374 +CI,40389048010690,gompit,30,1.781 +CI,40389048010690,gompit,35,2.178 +CI,40389048010690,gompit,40,2.582 +CI,40389048010690,gompit,45,2.986 +CI,40389048010690,gompit,50,3.42 +CI,40389048010690,gompit,55,3.834 +CI,40389048010690,gompit,60,4.216 +CI,40389048010690,gompit,65,4.584 +CI,40389048010690,gompit,70,4.909 +CI,40389048010690,gompit,75,5.215 +CI,40389048010690,gompit,80,5.5 +CI,40389048010690,gompit,85,5.76 +CI,40389048010690,gompit,90,5.962 +CI,40389048010690,gompit,95,6.168 +CI,40389048010690,gompit,100,6.343 diff --git a/calibration/output/gompit_fvs_csls/val_ci_native.csv b/calibration/output/gompit_fvs_csls/val_ci_native.csv new file mode 100644 index 00000000..9626f14f --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ci_native.csv @@ -0,0 +1,89 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CI,40389020010690,native,0,0.0 +CI,40389021010690,native,0,0.041 +CI,40389021010690,native,5,0.068 +CI,40389021010690,native,10,0.125 +CI,40389021010690,native,15,0.207 +CI,40389021010690,native,20,0.305 +CI,40389021010690,native,25,0.432 +CI,40389021010690,native,30,0.568 +CI,40389021010690,native,35,0.718 +CI,40389021010690,native,40,0.883 +CI,40389021010690,native,45,1.056 +CI,40389021010690,native,50,1.263 +CI,40389021010690,native,55,1.488 +CI,40389021010690,native,60,1.744 +CI,40389021010690,native,65,1.972 +CI,40389021010690,native,70,2.211 +CI,40389021010690,native,75,2.487 +CI,40389021010690,native,80,2.789 +CI,40389021010690,native,85,3.108 +CI,40389021010690,native,90,3.409 +CI,40389021010690,native,95,3.73 +CI,40389021010690,native,100,4.056 +CI,40389029010690,native,0,0.057 +CI,40389029010690,native,5,0.09 +CI,40389029010690,native,10,0.137 +CI,40389029010690,native,15,0.219 +CI,40389029010690,native,20,0.338 +CI,40389029010690,native,25,0.526 +CI,40389029010690,native,30,0.804 +CI,40389029010690,native,35,1.182 +CI,40389029010690,native,40,1.664 +CI,40389029010690,native,45,2.277 +CI,40389029010690,native,50,3.046 +CI,40389029010690,native,55,3.958 +CI,40389029010690,native,60,5.01 +CI,40389029010690,native,65,6.197 +CI,40389029010690,native,70,7.624 +CI,40389029010690,native,75,9.302 +CI,40389029010690,native,80,11.104 +CI,40389029010690,native,85,13.08 +CI,40389029010690,native,90,15.309 +CI,40389029010690,native,95,17.727 +CI,40389029010690,native,100,20.095 +CI,40389031010690,native,0,0.0 +CI,40389033010690,native,0,0.0 +CI,40389041010690,native,0,0.099 +CI,40389041010690,native,5,0.166 +CI,40389041010690,native,10,0.279 +CI,40389041010690,native,15,0.438 +CI,40389041010690,native,20,0.691 +CI,40389041010690,native,25,1.061 +CI,40389041010690,native,30,1.519 +CI,40389041010690,native,35,2.051 +CI,40389041010690,native,40,2.706 +CI,40389041010690,native,45,3.416 +CI,40389041010690,native,50,4.279 +CI,40389041010690,native,55,5.236 +CI,40389041010690,native,60,6.307 +CI,40389041010690,native,65,7.591 +CI,40389041010690,native,70,8.977 +CI,40389041010690,native,75,10.53 +CI,40389041010690,native,80,12.238 +CI,40389041010690,native,85,14.07 +CI,40389041010690,native,90,15.923 +CI,40389041010690,native,95,17.867 +CI,40389041010690,native,100,19.814 +CI,40389045010690,native,0,0.0 +CI,40389048010690,native,0,0.175 +CI,40389048010690,native,5,0.335 +CI,40389048010690,native,10,0.58 +CI,40389048010690,native,15,0.918 +CI,40389048010690,native,20,1.336 +CI,40389048010690,native,25,1.879 +CI,40389048010690,native,30,2.568 +CI,40389048010690,native,35,3.372 +CI,40389048010690,native,40,4.229 +CI,40389048010690,native,45,5.157 +CI,40389048010690,native,50,6.163 +CI,40389048010690,native,55,7.25 +CI,40389048010690,native,60,8.409 +CI,40389048010690,native,65,9.616 +CI,40389048010690,native,70,10.896 +CI,40389048010690,native,75,12.275 +CI,40389048010690,native,80,13.701 +CI,40389048010690,native,85,15.099 +CI,40389048010690,native,90,16.526 +CI,40389048010690,native,95,18.03 +CI,40389048010690,native,100,19.495 diff --git a/calibration/output/gompit_fvs_csls/val_cr_gompit.csv b/calibration/output/gompit_fvs_csls/val_cr_gompit.csv new file mode 100644 index 00000000..a055badc --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_cr_gompit.csv @@ -0,0 +1,400 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CR,2245279010690,gompit,0,0.0 +CR,2245279010690,gompit,5,0.0 +CR,2245279010690,gompit,10,0.0 +CR,2245279010690,gompit,15,0.0 +CR,2245279010690,gompit,20,0.0 +CR,2245279010690,gompit,25,0.0 +CR,2245279010690,gompit,30,0.0 +CR,2245279010690,gompit,35,0.0 +CR,2245279010690,gompit,40,0.0 +CR,2245279010690,gompit,45,0.0 +CR,2245279010690,gompit,50,0.0 +CR,2245279010690,gompit,55,0.0 +CR,2245279010690,gompit,60,0.0 +CR,2245279010690,gompit,65,0.0 +CR,2245279010690,gompit,70,0.0 +CR,2245279010690,gompit,75,0.0 +CR,2245279010690,gompit,80,0.0 +CR,2245279010690,gompit,85,0.0 +CR,2245279010690,gompit,90,0.0 +CR,2245279010690,gompit,95,0.0 +CR,2245279010690,gompit,100,0.0 +CR,2245304010690,gompit,0,0.0 +CR,2245304010690,gompit,5,0.0 +CR,2245304010690,gompit,10,0.0 +CR,2245304010690,gompit,15,0.0 +CR,2245304010690,gompit,20,0.0 +CR,2245304010690,gompit,25,0.0 +CR,2245304010690,gompit,30,0.0 +CR,2245304010690,gompit,35,0.0 +CR,2245304010690,gompit,40,0.0 +CR,2245304010690,gompit,45,0.0 +CR,2245304010690,gompit,50,0.0 +CR,2245304010690,gompit,55,0.0 +CR,2245304010690,gompit,60,0.0 +CR,2245304010690,gompit,65,0.0 +CR,2245304010690,gompit,70,0.0 +CR,2245304010690,gompit,75,0.0 +CR,2245304010690,gompit,80,0.0 +CR,2245304010690,gompit,85,0.0 +CR,2245304010690,gompit,90,0.0 +CR,2245304010690,gompit,95,0.0 +CR,2245304010690,gompit,100,0.0 +CR,2245355010690,gompit,0,0.0 +CR,2250576010690,gompit,0,0.0 +CR,2250609010690,gompit,0,0.0 +CR,2250609010690,gompit,5,0.0 +CR,2250609010690,gompit,10,0.0 +CR,2250609010690,gompit,15,0.0 +CR,2250609010690,gompit,20,0.0 +CR,2250609010690,gompit,25,0.0 +CR,2250609010690,gompit,30,0.0 +CR,2250609010690,gompit,35,0.0 +CR,2250609010690,gompit,40,0.0 +CR,2250609010690,gompit,45,0.0 +CR,2250609010690,gompit,50,0.0 +CR,2250609010690,gompit,55,0.0 +CR,2250609010690,gompit,60,0.0 +CR,2250609010690,gompit,65,0.0 +CR,2250609010690,gompit,70,0.0 +CR,2250609010690,gompit,75,0.0 +CR,2250609010690,gompit,80,0.0 +CR,2250609010690,gompit,85,0.0 +CR,2250609010690,gompit,90,0.0 +CR,2250609010690,gompit,95,0.0 +CR,2250609010690,gompit,100,0.0 +CR,2250801010690,gompit,0,0.006 +CR,2250801010690,gompit,5,0.013 +CR,2250801010690,gompit,10,0.03 +CR,2250801010690,gompit,15,0.056 +CR,2250801010690,gompit,20,0.093 +CR,2250801010690,gompit,25,0.144 +CR,2250801010690,gompit,30,0.213 +CR,2250801010690,gompit,35,0.297 +CR,2250801010690,gompit,40,0.4 +CR,2250801010690,gompit,45,0.535 +CR,2250801010690,gompit,50,0.696 +CR,2250801010690,gompit,55,0.883 +CR,2250801010690,gompit,60,1.113 +CR,2250801010690,gompit,65,1.354 +CR,2250801010690,gompit,70,1.658 +CR,2250801010690,gompit,75,1.983 +CR,2250801010690,gompit,80,2.341 +CR,2250801010690,gompit,85,2.738 +CR,2250801010690,gompit,90,3.152 +CR,2250801010690,gompit,95,3.657 +CR,2250801010690,gompit,100,4.25 +CR,2245428010690,gompit,0,0.0 +CR,2245442010690,gompit,0,0.0 +CR,2245442010690,gompit,5,0.0 +CR,2245442010690,gompit,10,0.0 +CR,2245442010690,gompit,15,0.0 +CR,2245442010690,gompit,20,0.0 +CR,2245442010690,gompit,25,0.0 +CR,2245442010690,gompit,30,0.0 +CR,2245442010690,gompit,35,0.0 +CR,2245442010690,gompit,40,0.0 +CR,2245442010690,gompit,45,0.0 +CR,2245442010690,gompit,50,0.0 +CR,2245442010690,gompit,55,0.0 +CR,2245442010690,gompit,60,0.0 +CR,2245442010690,gompit,65,0.0 +CR,2245442010690,gompit,70,0.0 +CR,2245442010690,gompit,75,0.0 +CR,2245442010690,gompit,80,0.0 +CR,2245442010690,gompit,85,0.0 +CR,2245442010690,gompit,90,0.0 +CR,2245442010690,gompit,95,0.0 +CR,2245442010690,gompit,100,0.0 +CR,2248543010690,gompit,0,0.0 +CR,2248543010690,gompit,5,0.0 +CR,2248543010690,gompit,10,0.0 +CR,2248543010690,gompit,15,0.0 +CR,2248543010690,gompit,20,0.0 +CR,2248543010690,gompit,25,0.0 +CR,2248543010690,gompit,30,0.0 +CR,2248543010690,gompit,35,0.0 +CR,2248543010690,gompit,40,0.0 +CR,2248543010690,gompit,45,0.0 +CR,2248543010690,gompit,50,0.0 +CR,2248543010690,gompit,55,0.0 +CR,2248543010690,gompit,60,0.0 +CR,2248543010690,gompit,65,0.0 +CR,2248543010690,gompit,70,0.0 +CR,2248543010690,gompit,75,0.0 +CR,2248543010690,gompit,80,0.0 +CR,2248543010690,gompit,85,0.0 +CR,2248543010690,gompit,90,0.0 +CR,2248543010690,gompit,95,0.0 +CR,2248543010690,gompit,100,0.0 +CR,2248584010690,gompit,0,0.0 +CR,2248584010690,gompit,5,0.0 +CR,2248584010690,gompit,10,0.0 +CR,2248584010690,gompit,15,0.0 +CR,2248584010690,gompit,20,0.0 +CR,2248584010690,gompit,25,0.0 +CR,2248584010690,gompit,30,0.0 +CR,2248584010690,gompit,35,0.0 +CR,2248584010690,gompit,40,0.0 +CR,2248584010690,gompit,45,0.0 +CR,2248584010690,gompit,50,0.0 +CR,2248584010690,gompit,55,0.0 +CR,2248584010690,gompit,60,0.0 +CR,2248584010690,gompit,65,0.0 +CR,2248584010690,gompit,70,0.0 +CR,2248584010690,gompit,75,0.0 +CR,2248584010690,gompit,80,0.0 +CR,2248584010690,gompit,85,0.0 +CR,2248584010690,gompit,90,0.0 +CR,2248584010690,gompit,95,0.0 +CR,2248584010690,gompit,100,0.0 +CR,2248654010690,gompit,0,0.0 +CR,2248654010690,gompit,5,0.0 +CR,2248654010690,gompit,10,0.0 +CR,2248654010690,gompit,15,0.0 +CR,2248654010690,gompit,20,0.0 +CR,2248654010690,gompit,25,0.0 +CR,2248654010690,gompit,30,0.0 +CR,2248654010690,gompit,35,0.0 +CR,2248654010690,gompit,40,0.0 +CR,2248654010690,gompit,45,0.0 +CR,2248654010690,gompit,50,0.0 +CR,2248654010690,gompit,55,0.0 +CR,2248654010690,gompit,60,0.0 +CR,2248654010690,gompit,65,0.0 +CR,2248654010690,gompit,70,0.0 +CR,2248654010690,gompit,75,0.0 +CR,2248654010690,gompit,80,0.0 +CR,2248654010690,gompit,85,0.0 +CR,2248654010690,gompit,90,0.0 +CR,2248654010690,gompit,95,0.0 +CR,2248654010690,gompit,100,0.0 +CR,2250308010690,gompit,0,0.0 +CR,2250694010690,gompit,0,0.233 +CR,2250694010690,gompit,5,0.387 +CR,2250694010690,gompit,10,0.584 +CR,2250694010690,gompit,15,0.816 +CR,2250694010690,gompit,20,1.128 +CR,2250694010690,gompit,25,1.493 +CR,2250694010690,gompit,30,1.934 +CR,2250694010690,gompit,35,2.465 +CR,2250694010690,gompit,40,3.069 +CR,2250694010690,gompit,45,3.786 +CR,2250694010690,gompit,50,4.582 +CR,2250694010690,gompit,55,5.549 +CR,2250694010690,gompit,60,6.646 +CR,2250694010690,gompit,65,7.863 +CR,2250694010690,gompit,70,9.215 +CR,2250694010690,gompit,75,10.676 +CR,2250694010690,gompit,80,12.233 +CR,2250694010690,gompit,85,13.969 +CR,2250694010690,gompit,90,15.815 +CR,2250694010690,gompit,95,17.809 +CR,2250694010690,gompit,100,20.01 +CR,2250751010690,gompit,0,0.004 +CR,2250751010690,gompit,5,0.011 +CR,2250751010690,gompit,10,0.025 +CR,2250751010690,gompit,15,0.046 +CR,2250751010690,gompit,20,0.08 +CR,2250751010690,gompit,25,0.129 +CR,2250751010690,gompit,30,0.193 +CR,2250751010690,gompit,35,0.274 +CR,2250751010690,gompit,40,0.38 +CR,2250751010690,gompit,45,0.515 +CR,2250751010690,gompit,50,0.662 +CR,2250751010690,gompit,55,0.857 +CR,2250751010690,gompit,60,1.078 +CR,2250751010690,gompit,65,1.321 +CR,2250751010690,gompit,70,1.614 +CR,2250751010690,gompit,75,1.942 +CR,2250751010690,gompit,80,2.336 +CR,2250751010690,gompit,85,2.765 +CR,2250751010690,gompit,90,3.227 +CR,2250751010690,gompit,95,3.732 +CR,2250751010690,gompit,100,4.293 +CR,2245546010690,gompit,0,0.058 +CR,2245546010690,gompit,5,0.095 +CR,2245546010690,gompit,10,0.145 +CR,2245546010690,gompit,15,0.207 +CR,2245546010690,gompit,20,0.283 +CR,2245546010690,gompit,25,0.38 +CR,2245546010690,gompit,30,0.501 +CR,2245546010690,gompit,35,0.643 +CR,2245546010690,gompit,40,0.805 +CR,2245546010690,gompit,45,1.011 +CR,2245546010690,gompit,50,1.242 +CR,2245546010690,gompit,55,1.512 +CR,2245546010690,gompit,60,1.835 +CR,2245546010690,gompit,65,2.185 +CR,2245546010690,gompit,70,2.549 +CR,2245546010690,gompit,75,2.969 +CR,2245546010690,gompit,80,3.418 +CR,2245546010690,gompit,85,3.935 +CR,2245546010690,gompit,90,4.487 +CR,2245546010690,gompit,95,5.095 +CR,2245546010690,gompit,100,5.769 +CR,2245616010690,gompit,0,0.0 +CR,2244353010690,gompit,0,0.0 +CR,2240320010690,gompit,0,0.0 +CR,2240352010690,gompit,0,0.0 +CR,2240462010690,gompit,0,0.0 +CR,2248782010690,gompit,0,0.0 +CR,2248794010690,gompit,0,0.0 +CR,2248794010690,gompit,5,0.0 +CR,2248794010690,gompit,10,0.0 +CR,2248794010690,gompit,15,0.0 +CR,2248794010690,gompit,20,0.0 +CR,2248794010690,gompit,25,0.0 +CR,2248794010690,gompit,30,0.0 +CR,2248794010690,gompit,35,0.0 +CR,2248794010690,gompit,40,0.0 +CR,2248794010690,gompit,45,0.0 +CR,2248794010690,gompit,50,0.0 +CR,2248794010690,gompit,55,0.0 +CR,2248794010690,gompit,60,0.0 +CR,2248794010690,gompit,65,0.0 +CR,2248794010690,gompit,70,0.0 +CR,2248794010690,gompit,75,0.0 +CR,2248794010690,gompit,80,0.0 +CR,2248794010690,gompit,85,0.0 +CR,2248794010690,gompit,90,0.0 +CR,2248794010690,gompit,95,0.0 +CR,2248794010690,gompit,100,0.0 +CR,2229075010690,gompit,0,0.0 +CR,2232558010690,gompit,0,0.0 +CR,2225883010690,gompit,0,0.0 +CR,2225883010690,gompit,5,0.0 +CR,2225883010690,gompit,10,0.0 +CR,2225883010690,gompit,15,0.0 +CR,2225883010690,gompit,20,0.0 +CR,2225883010690,gompit,25,0.0 +CR,2225883010690,gompit,30,0.0 +CR,2225883010690,gompit,35,0.0 +CR,2225883010690,gompit,40,0.0 +CR,2225883010690,gompit,45,0.0 +CR,2225883010690,gompit,50,0.0 +CR,2225883010690,gompit,55,0.0 +CR,2225883010690,gompit,60,0.0 +CR,2225883010690,gompit,65,0.0 +CR,2225883010690,gompit,70,0.0 +CR,2225883010690,gompit,75,0.0 +CR,2225883010690,gompit,80,0.0 +CR,2225883010690,gompit,85,0.0 +CR,2225883010690,gompit,90,0.0 +CR,2225883010690,gompit,95,0.0 +CR,2225883010690,gompit,100,0.0 +CR,2225911010690,gompit,0,0.098 +CR,2225911010690,gompit,5,0.212 +CR,2225911010690,gompit,10,0.365 +CR,2225911010690,gompit,15,0.552 +CR,2225911010690,gompit,20,0.781 +CR,2225911010690,gompit,25,1.042 +CR,2225911010690,gompit,30,1.365 +CR,2225911010690,gompit,35,1.724 +CR,2225911010690,gompit,40,2.059 +CR,2225911010690,gompit,45,2.414 +CR,2225911010690,gompit,50,2.766 +CR,2225911010690,gompit,55,3.109 +CR,2225911010690,gompit,60,3.419 +CR,2225911010690,gompit,65,3.722 +CR,2225911010690,gompit,70,3.997 +CR,2225911010690,gompit,75,4.25 +CR,2225911010690,gompit,80,4.475 +CR,2225911010690,gompit,85,4.672 +CR,2225911010690,gompit,90,4.842 +CR,2225911010690,gompit,95,4.976 +CR,2225911010690,gompit,100,5.09 +CR,2252389010690,gompit,0,0.0 +CR,2252446010690,gompit,0,0.0 +CR,2252636010690,gompit,0,0.0 +CR,2229752010690,gompit,0,0.0 +CR,2229766010690,gompit,0,0.21 +CR,2229766010690,gompit,5,0.33 +CR,2229766010690,gompit,10,0.469 +CR,2229766010690,gompit,15,0.625 +CR,2229766010690,gompit,20,0.771 +CR,2229766010690,gompit,25,0.918 +CR,2229766010690,gompit,30,1.054 +CR,2229766010690,gompit,35,1.212 +CR,2229766010690,gompit,40,1.336 +CR,2229766010690,gompit,45,1.456 +CR,2229766010690,gompit,50,1.566 +CR,2229766010690,gompit,55,1.666 +CR,2229766010690,gompit,60,1.749 +CR,2229766010690,gompit,65,1.81 +CR,2229766010690,gompit,70,1.854 +CR,2229766010690,gompit,75,1.883 +CR,2229766010690,gompit,80,1.898 +CR,2229766010690,gompit,85,1.899 +CR,2229766010690,gompit,90,1.887 +CR,2229766010690,gompit,95,1.867 +CR,2229766010690,gompit,100,1.838 +CR,2229839010690,gompit,0,0.0 +CR,2229891010690,gompit,0,0.0 +CR,2229891010690,gompit,5,0.0 +CR,2229891010690,gompit,10,0.0 +CR,2229891010690,gompit,15,0.0 +CR,2229891010690,gompit,20,0.0 +CR,2229891010690,gompit,25,0.0 +CR,2229891010690,gompit,30,0.0 +CR,2229891010690,gompit,35,0.0 +CR,2229891010690,gompit,40,0.0 +CR,2229891010690,gompit,45,0.0 +CR,2229891010690,gompit,50,0.0 +CR,2229891010690,gompit,55,0.0 +CR,2229891010690,gompit,60,0.0 +CR,2229891010690,gompit,65,0.0 +CR,2229891010690,gompit,70,0.0 +CR,2229891010690,gompit,75,0.0 +CR,2229891010690,gompit,80,0.0 +CR,2229891010690,gompit,85,0.0 +CR,2229891010690,gompit,90,0.0 +CR,2229891010690,gompit,95,0.0 +CR,2229891010690,gompit,100,0.0 +CR,2229914010690,gompit,0,0.0 +CR,2229973010690,gompit,0,0.0 +CR,2229973010690,gompit,5,0.0 +CR,2229973010690,gompit,10,0.0 +CR,2229973010690,gompit,15,0.0 +CR,2229973010690,gompit,20,0.0 +CR,2229973010690,gompit,25,0.0 +CR,2229973010690,gompit,30,0.0 +CR,2229973010690,gompit,35,0.0 +CR,2229973010690,gompit,40,0.0 +CR,2229973010690,gompit,45,0.0 +CR,2229973010690,gompit,50,0.0 +CR,2229973010690,gompit,55,0.0 +CR,2229973010690,gompit,60,0.0 +CR,2229973010690,gompit,65,0.0 +CR,2229973010690,gompit,70,0.0 +CR,2229973010690,gompit,75,0.0 +CR,2229973010690,gompit,80,0.0 +CR,2229973010690,gompit,85,0.0 +CR,2229973010690,gompit,90,0.0 +CR,2229973010690,gompit,95,0.0 +CR,2229973010690,gompit,100,0.0 +CR,2229985010690,gompit,0,0.0 +CR,2230006010690,gompit,0,0.0 +CR,2230035010690,gompit,0,0.0 +CR,2230035010690,gompit,5,0.0 +CR,2230035010690,gompit,10,0.0 +CR,2230035010690,gompit,15,0.0 +CR,2230035010690,gompit,20,0.0 +CR,2230035010690,gompit,25,0.0 +CR,2230035010690,gompit,30,0.0 +CR,2230035010690,gompit,35,0.0 +CR,2230035010690,gompit,40,0.0 +CR,2230035010690,gompit,45,0.0 +CR,2230035010690,gompit,50,0.0 +CR,2230035010690,gompit,55,0.0 +CR,2230035010690,gompit,60,0.0 +CR,2230035010690,gompit,65,0.0 +CR,2230035010690,gompit,70,0.0 +CR,2230035010690,gompit,75,0.0 +CR,2230035010690,gompit,80,0.0 +CR,2230035010690,gompit,85,0.0 +CR,2230035010690,gompit,90,0.0 +CR,2230035010690,gompit,95,0.0 +CR,2230035010690,gompit,100,0.0 +CR,2230053010690,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_cr_native.csv b/calibration/output/gompit_fvs_csls/val_cr_native.csv new file mode 100644 index 00000000..d3c377ea --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_cr_native.csv @@ -0,0 +1,400 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CR,2245279010690,native,0,0.0 +CR,2245279010690,native,5,0.0 +CR,2245279010690,native,10,0.0 +CR,2245279010690,native,15,0.0 +CR,2245279010690,native,20,0.0 +CR,2245279010690,native,25,0.0 +CR,2245279010690,native,30,0.0 +CR,2245279010690,native,35,0.0 +CR,2245279010690,native,40,0.0 +CR,2245279010690,native,45,0.0 +CR,2245279010690,native,50,0.0 +CR,2245279010690,native,55,0.0 +CR,2245279010690,native,60,0.0 +CR,2245279010690,native,65,0.0 +CR,2245279010690,native,70,0.0 +CR,2245279010690,native,75,0.0 +CR,2245279010690,native,80,0.0 +CR,2245279010690,native,85,0.0 +CR,2245279010690,native,90,0.0 +CR,2245279010690,native,95,0.0 +CR,2245279010690,native,100,0.0 +CR,2245304010690,native,0,0.0 +CR,2245304010690,native,5,0.0 +CR,2245304010690,native,10,0.0 +CR,2245304010690,native,15,0.0 +CR,2245304010690,native,20,0.0 +CR,2245304010690,native,25,0.0 +CR,2245304010690,native,30,0.0 +CR,2245304010690,native,35,0.0 +CR,2245304010690,native,40,0.0 +CR,2245304010690,native,45,0.0 +CR,2245304010690,native,50,0.0 +CR,2245304010690,native,55,0.0 +CR,2245304010690,native,60,0.0 +CR,2245304010690,native,65,0.0 +CR,2245304010690,native,70,0.0 +CR,2245304010690,native,75,0.0 +CR,2245304010690,native,80,0.0 +CR,2245304010690,native,85,0.0 +CR,2245304010690,native,90,0.0 +CR,2245304010690,native,95,0.0 +CR,2245304010690,native,100,0.0 +CR,2245355010690,native,0,0.0 +CR,2250576010690,native,0,0.0 +CR,2250609010690,native,0,0.0 +CR,2250609010690,native,5,0.0 +CR,2250609010690,native,10,0.0 +CR,2250609010690,native,15,0.0 +CR,2250609010690,native,20,0.0 +CR,2250609010690,native,25,0.0 +CR,2250609010690,native,30,0.0 +CR,2250609010690,native,35,0.0 +CR,2250609010690,native,40,0.0 +CR,2250609010690,native,45,0.0 +CR,2250609010690,native,50,0.0 +CR,2250609010690,native,55,0.0 +CR,2250609010690,native,60,0.0 +CR,2250609010690,native,65,0.0 +CR,2250609010690,native,70,0.0 +CR,2250609010690,native,75,0.0 +CR,2250609010690,native,80,0.0 +CR,2250609010690,native,85,0.0 +CR,2250609010690,native,90,0.0 +CR,2250609010690,native,95,0.0 +CR,2250609010690,native,100,0.0 +CR,2250801010690,native,0,0.006 +CR,2250801010690,native,5,0.013 +CR,2250801010690,native,10,0.03 +CR,2250801010690,native,15,0.056 +CR,2250801010690,native,20,0.093 +CR,2250801010690,native,25,0.144 +CR,2250801010690,native,30,0.213 +CR,2250801010690,native,35,0.297 +CR,2250801010690,native,40,0.4 +CR,2250801010690,native,45,0.535 +CR,2250801010690,native,50,0.697 +CR,2250801010690,native,55,0.884 +CR,2250801010690,native,60,1.115 +CR,2250801010690,native,65,1.357 +CR,2250801010690,native,70,1.663 +CR,2250801010690,native,75,1.991 +CR,2250801010690,native,80,2.35 +CR,2250801010690,native,85,2.75 +CR,2250801010690,native,90,3.169 +CR,2250801010690,native,95,3.675 +CR,2250801010690,native,100,4.27 +CR,2245428010690,native,0,0.0 +CR,2245442010690,native,0,0.0 +CR,2245442010690,native,5,0.0 +CR,2245442010690,native,10,0.0 +CR,2245442010690,native,15,0.0 +CR,2245442010690,native,20,0.0 +CR,2245442010690,native,25,0.0 +CR,2245442010690,native,30,0.0 +CR,2245442010690,native,35,0.0 +CR,2245442010690,native,40,0.0 +CR,2245442010690,native,45,0.0 +CR,2245442010690,native,50,0.0 +CR,2245442010690,native,55,0.0 +CR,2245442010690,native,60,0.0 +CR,2245442010690,native,65,0.0 +CR,2245442010690,native,70,0.0 +CR,2245442010690,native,75,0.0 +CR,2245442010690,native,80,0.0 +CR,2245442010690,native,85,0.0 +CR,2245442010690,native,90,0.0 +CR,2245442010690,native,95,0.0 +CR,2245442010690,native,100,0.0 +CR,2248543010690,native,0,0.0 +CR,2248543010690,native,5,0.0 +CR,2248543010690,native,10,0.0 +CR,2248543010690,native,15,0.0 +CR,2248543010690,native,20,0.0 +CR,2248543010690,native,25,0.0 +CR,2248543010690,native,30,0.0 +CR,2248543010690,native,35,0.0 +CR,2248543010690,native,40,0.0 +CR,2248543010690,native,45,0.0 +CR,2248543010690,native,50,0.0 +CR,2248543010690,native,55,0.0 +CR,2248543010690,native,60,0.0 +CR,2248543010690,native,65,0.0 +CR,2248543010690,native,70,0.0 +CR,2248543010690,native,75,0.0 +CR,2248543010690,native,80,0.0 +CR,2248543010690,native,85,0.0 +CR,2248543010690,native,90,0.0 +CR,2248543010690,native,95,0.0 +CR,2248543010690,native,100,0.0 +CR,2248584010690,native,0,0.0 +CR,2248584010690,native,5,0.0 +CR,2248584010690,native,10,0.0 +CR,2248584010690,native,15,0.0 +CR,2248584010690,native,20,0.0 +CR,2248584010690,native,25,0.0 +CR,2248584010690,native,30,0.0 +CR,2248584010690,native,35,0.0 +CR,2248584010690,native,40,0.0 +CR,2248584010690,native,45,0.0 +CR,2248584010690,native,50,0.0 +CR,2248584010690,native,55,0.0 +CR,2248584010690,native,60,0.0 +CR,2248584010690,native,65,0.0 +CR,2248584010690,native,70,0.0 +CR,2248584010690,native,75,0.0 +CR,2248584010690,native,80,0.0 +CR,2248584010690,native,85,0.0 +CR,2248584010690,native,90,0.0 +CR,2248584010690,native,95,0.0 +CR,2248584010690,native,100,0.0 +CR,2248654010690,native,0,0.0 +CR,2248654010690,native,5,0.0 +CR,2248654010690,native,10,0.0 +CR,2248654010690,native,15,0.0 +CR,2248654010690,native,20,0.0 +CR,2248654010690,native,25,0.0 +CR,2248654010690,native,30,0.0 +CR,2248654010690,native,35,0.0 +CR,2248654010690,native,40,0.0 +CR,2248654010690,native,45,0.0 +CR,2248654010690,native,50,0.0 +CR,2248654010690,native,55,0.0 +CR,2248654010690,native,60,0.0 +CR,2248654010690,native,65,0.0 +CR,2248654010690,native,70,0.0 +CR,2248654010690,native,75,0.0 +CR,2248654010690,native,80,0.0 +CR,2248654010690,native,85,0.0 +CR,2248654010690,native,90,0.0 +CR,2248654010690,native,95,0.0 +CR,2248654010690,native,100,0.0 +CR,2250308010690,native,0,0.0 +CR,2250694010690,native,0,0.233 +CR,2250694010690,native,5,0.388 +CR,2250694010690,native,10,0.588 +CR,2250694010690,native,15,0.823 +CR,2250694010690,native,20,1.142 +CR,2250694010690,native,25,1.516 +CR,2250694010690,native,30,1.97 +CR,2250694010690,native,35,2.519 +CR,2250694010690,native,40,3.147 +CR,2250694010690,native,45,3.895 +CR,2250694010690,native,50,4.73 +CR,2250694010690,native,55,5.746 +CR,2250694010690,native,60,6.907 +CR,2250694010690,native,65,8.203 +CR,2250694010690,native,70,9.644 +CR,2250694010690,native,75,11.215 +CR,2250694010690,native,80,12.898 +CR,2250694010690,native,85,14.785 +CR,2250694010690,native,90,16.805 +CR,2250694010690,native,95,18.997 +CR,2250694010690,native,100,21.431 +CR,2250751010690,native,0,0.004 +CR,2250751010690,native,5,0.011 +CR,2250751010690,native,10,0.025 +CR,2250751010690,native,15,0.046 +CR,2250751010690,native,20,0.08 +CR,2250751010690,native,25,0.129 +CR,2250751010690,native,30,0.193 +CR,2250751010690,native,35,0.275 +CR,2250751010690,native,40,0.381 +CR,2250751010690,native,45,0.518 +CR,2250751010690,native,50,0.665 +CR,2250751010690,native,55,0.863 +CR,2250751010690,native,60,1.086 +CR,2250751010690,native,65,1.331 +CR,2250751010690,native,70,1.627 +CR,2250751010690,native,75,1.96 +CR,2250751010690,native,80,2.36 +CR,2250751010690,native,85,2.796 +CR,2250751010690,native,90,3.267 +CR,2250751010690,native,95,3.781 +CR,2250751010690,native,100,4.352 +CR,2245546010690,native,0,0.058 +CR,2245546010690,native,5,0.095 +CR,2245546010690,native,10,0.145 +CR,2245546010690,native,15,0.207 +CR,2245546010690,native,20,0.283 +CR,2245546010690,native,25,0.38 +CR,2245546010690,native,30,0.5 +CR,2245546010690,native,35,0.642 +CR,2245546010690,native,40,0.803 +CR,2245546010690,native,45,1.007 +CR,2245546010690,native,50,1.236 +CR,2245546010690,native,55,1.504 +CR,2245546010690,native,60,1.823 +CR,2245546010690,native,65,2.171 +CR,2245546010690,native,70,2.534 +CR,2245546010690,native,75,2.952 +CR,2245546010690,native,80,3.4 +CR,2245546010690,native,85,3.914 +CR,2245546010690,native,90,4.464 +CR,2245546010690,native,95,5.075 +CR,2245546010690,native,100,5.759 +CR,2245616010690,native,0,0.0 +CR,2244353010690,native,0,0.0 +CR,2240320010690,native,0,0.0 +CR,2240352010690,native,0,0.0 +CR,2240462010690,native,0,0.0 +CR,2248782010690,native,0,0.0 +CR,2248794010690,native,0,0.0 +CR,2248794010690,native,5,0.0 +CR,2248794010690,native,10,0.0 +CR,2248794010690,native,15,0.0 +CR,2248794010690,native,20,0.0 +CR,2248794010690,native,25,0.0 +CR,2248794010690,native,30,0.0 +CR,2248794010690,native,35,0.0 +CR,2248794010690,native,40,0.0 +CR,2248794010690,native,45,0.0 +CR,2248794010690,native,50,0.0 +CR,2248794010690,native,55,0.0 +CR,2248794010690,native,60,0.0 +CR,2248794010690,native,65,0.0 +CR,2248794010690,native,70,0.0 +CR,2248794010690,native,75,0.0 +CR,2248794010690,native,80,0.0 +CR,2248794010690,native,85,0.0 +CR,2248794010690,native,90,0.0 +CR,2248794010690,native,95,0.0 +CR,2248794010690,native,100,0.0 +CR,2229075010690,native,0,0.0 +CR,2232558010690,native,0,0.0 +CR,2225883010690,native,0,0.0 +CR,2225883010690,native,5,0.0 +CR,2225883010690,native,10,0.0 +CR,2225883010690,native,15,0.0 +CR,2225883010690,native,20,0.0 +CR,2225883010690,native,25,0.0 +CR,2225883010690,native,30,0.0 +CR,2225883010690,native,35,0.0 +CR,2225883010690,native,40,0.0 +CR,2225883010690,native,45,0.0 +CR,2225883010690,native,50,0.0 +CR,2225883010690,native,55,0.0 +CR,2225883010690,native,60,0.0 +CR,2225883010690,native,65,0.0 +CR,2225883010690,native,70,0.0 +CR,2225883010690,native,75,0.0 +CR,2225883010690,native,80,0.0 +CR,2225883010690,native,85,0.0 +CR,2225883010690,native,90,0.0 +CR,2225883010690,native,95,0.0 +CR,2225883010690,native,100,0.0 +CR,2225911010690,native,0,0.098 +CR,2225911010690,native,5,0.23 +CR,2225911010690,native,10,0.426 +CR,2225911010690,native,15,0.691 +CR,2225911010690,native,20,1.046 +CR,2225911010690,native,25,1.487 +CR,2225911010690,native,30,2.075 +CR,2225911010690,native,35,2.79 +CR,2225911010690,native,40,3.538 +CR,2225911010690,native,45,4.408 +CR,2225911010690,native,50,5.374 +CR,2225911010690,native,55,6.415 +CR,2225911010690,native,60,7.497 +CR,2225911010690,native,65,8.666 +CR,2225911010690,native,70,9.884 +CR,2225911010690,native,75,11.136 +CR,2225911010690,native,80,12.39 +CR,2225911010690,native,85,13.618 +CR,2225911010690,native,90,14.826 +CR,2225911010690,native,95,15.948 +CR,2225911010690,native,100,17.096 +CR,2252389010690,native,0,0.0 +CR,2252446010690,native,0,0.0 +CR,2252636010690,native,0,0.0 +CR,2229752010690,native,0,0.0 +CR,2229766010690,native,0,0.21 +CR,2229766010690,native,5,0.377 +CR,2229766010690,native,10,0.607 +CR,2229766010690,native,15,0.915 +CR,2229766010690,native,20,1.275 +CR,2229766010690,native,25,1.708 +CR,2229766010690,native,30,2.201 +CR,2229766010690,native,35,2.811 +CR,2229766010690,native,40,3.401 +CR,2229766010690,native,45,4.019 +CR,2229766010690,native,50,4.672 +CR,2229766010690,native,55,5.344 +CR,2229766010690,native,60,6.003 +CR,2229766010690,native,65,6.637 +CR,2229766010690,native,70,7.239 +CR,2229766010690,native,75,7.828 +CR,2229766010690,native,80,8.459 +CR,2229766010690,native,85,9.048 +CR,2229766010690,native,90,9.6 +CR,2229766010690,native,95,10.109 +CR,2229766010690,native,100,10.556 +CR,2229839010690,native,0,0.0 +CR,2229891010690,native,0,0.0 +CR,2229891010690,native,5,0.0 +CR,2229891010690,native,10,0.0 +CR,2229891010690,native,15,0.0 +CR,2229891010690,native,20,0.0 +CR,2229891010690,native,25,0.0 +CR,2229891010690,native,30,0.0 +CR,2229891010690,native,35,0.0 +CR,2229891010690,native,40,0.0 +CR,2229891010690,native,45,0.0 +CR,2229891010690,native,50,0.0 +CR,2229891010690,native,55,0.0 +CR,2229891010690,native,60,0.0 +CR,2229891010690,native,65,0.0 +CR,2229891010690,native,70,0.0 +CR,2229891010690,native,75,0.0 +CR,2229891010690,native,80,0.0 +CR,2229891010690,native,85,0.0 +CR,2229891010690,native,90,0.0 +CR,2229891010690,native,95,0.0 +CR,2229891010690,native,100,0.0 +CR,2229914010690,native,0,0.0 +CR,2229973010690,native,0,0.0 +CR,2229973010690,native,5,0.0 +CR,2229973010690,native,10,0.0 +CR,2229973010690,native,15,0.0 +CR,2229973010690,native,20,0.0 +CR,2229973010690,native,25,0.0 +CR,2229973010690,native,30,0.0 +CR,2229973010690,native,35,0.0 +CR,2229973010690,native,40,0.0 +CR,2229973010690,native,45,0.0 +CR,2229973010690,native,50,0.0 +CR,2229973010690,native,55,0.0 +CR,2229973010690,native,60,0.0 +CR,2229973010690,native,65,0.0 +CR,2229973010690,native,70,0.0 +CR,2229973010690,native,75,0.0 +CR,2229973010690,native,80,0.0 +CR,2229973010690,native,85,0.0 +CR,2229973010690,native,90,0.0 +CR,2229973010690,native,95,0.0 +CR,2229973010690,native,100,0.0 +CR,2229985010690,native,0,0.0 +CR,2230006010690,native,0,0.0 +CR,2230035010690,native,0,0.0 +CR,2230035010690,native,5,0.0 +CR,2230035010690,native,10,0.0 +CR,2230035010690,native,15,0.0 +CR,2230035010690,native,20,0.0 +CR,2230035010690,native,25,0.0 +CR,2230035010690,native,30,0.0 +CR,2230035010690,native,35,0.0 +CR,2230035010690,native,40,0.0 +CR,2230035010690,native,45,0.0 +CR,2230035010690,native,50,0.0 +CR,2230035010690,native,55,0.0 +CR,2230035010690,native,60,0.0 +CR,2230035010690,native,65,0.0 +CR,2230035010690,native,70,0.0 +CR,2230035010690,native,75,0.0 +CR,2230035010690,native,80,0.0 +CR,2230035010690,native,85,0.0 +CR,2230035010690,native,90,0.0 +CR,2230035010690,native,95,0.0 +CR,2230035010690,native,100,0.0 +CR,2230053010690,native,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_cs_gompit.csv b/calibration/output/gompit_fvs_csls/val_cs_gompit.csv new file mode 100644 index 00000000..9505fc6d --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_cs_gompit.csv @@ -0,0 +1,3280 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CS,96324139010661,gompit,0,24.951 +CS,96324139010661,gompit,5,33.373 +CS,96324139010661,gompit,10,41.184 +CS,96324139010661,gompit,15,51.022 +CS,96324139010661,gompit,20,59.755 +CS,96324139010661,gompit,25,71.777 +CS,96324139010661,gompit,30,86.459 +CS,96324139010661,gompit,35,99.639 +CS,96324139010661,gompit,40,110.448 +CS,96324139010661,gompit,45,119.994 +CS,96324139010661,gompit,50,132.803 +CS,96324139010661,gompit,55,136.674 +CS,96324139010661,gompit,60,140.378 +CS,96324139010661,gompit,65,142.826 +CS,96324139010661,gompit,70,145.728 +CS,96324139010661,gompit,75,149.584 +CS,96324139010661,gompit,80,152.54 +CS,96324139010661,gompit,85,154.451 +CS,96324139010661,gompit,90,157.692 +CS,96324139010661,gompit,95,160.414 +CS,96324139010661,gompit,100,163.371 +CS,96339166010661,gompit,0,120.389 +CS,96339166010661,gompit,5,161.122 +CS,96339166010661,gompit,10,190.012 +CS,96339166010661,gompit,15,201.832 +CS,96339166010661,gompit,20,208.979 +CS,96339166010661,gompit,25,206.944 +CS,96339166010661,gompit,30,210.665 +CS,96339166010661,gompit,35,210.818 +CS,96339166010661,gompit,40,204.966 +CS,96339166010661,gompit,45,199.575 +CS,96339166010661,gompit,50,195.864 +CS,96339166010661,gompit,55,191.6 +CS,96339166010661,gompit,60,186.97 +CS,96339166010661,gompit,65,184.446 +CS,96339166010661,gompit,70,182.395 +CS,96339166010661,gompit,75,180.971 +CS,96339166010661,gompit,80,178.919 +CS,96339166010661,gompit,85,178.725 +CS,96339166010661,gompit,90,178.329 +CS,96339166010661,gompit,95,176.079 +CS,96339166010661,gompit,100,176.183 +CS,96312742010661,gompit,0,16.364 +CS,96312742010661,gompit,5,30.264 +CS,96312742010661,gompit,10,33.67 +CS,96312742010661,gompit,15,40.765 +CS,96312742010661,gompit,20,48.862 +CS,96312742010661,gompit,25,54.183 +CS,96312742010661,gompit,30,57.035 +CS,96312742010661,gompit,35,58.513 +CS,96312742010661,gompit,40,59.073 +CS,96312742010661,gompit,45,61.077 +CS,96312742010661,gompit,50,61.722 +CS,96312742010661,gompit,55,64.356 +CS,96312742010661,gompit,60,65.507 +CS,96312742010661,gompit,65,66.158 +CS,96312742010661,gompit,70,65.907 +CS,96312742010661,gompit,75,64.551 +CS,96312742010661,gompit,80,63.385 +CS,96312742010661,gompit,85,63.172 +CS,96312742010661,gompit,90,62.771 +CS,96312742010661,gompit,95,61.936 +CS,96312742010661,gompit,100,61.566 +CS,66957775010661,gompit,0,3.049 +CS,66957775010661,gompit,5,5.921 +CS,66957775010661,gompit,10,8.484 +CS,66957775010661,gompit,15,9.921 +CS,66957775010661,gompit,20,11.456 +CS,66957775010661,gompit,25,12.357 +CS,66957775010661,gompit,30,12.831 +CS,66957775010661,gompit,35,13.268 +CS,66957775010661,gompit,40,13.256 +CS,66957775010661,gompit,45,12.797 +CS,66957775010661,gompit,50,12.699 +CS,66957775010661,gompit,55,13.111 +CS,66957775010661,gompit,60,14.111 +CS,66957775010661,gompit,65,13.511 +CS,66957775010661,gompit,70,12.953 +CS,66957775010661,gompit,75,12.447 +CS,66957775010661,gompit,80,11.927 +CS,66957775010661,gompit,85,11.48 +CS,66957775010661,gompit,90,10.595 +CS,66957775010661,gompit,95,9.923 +CS,66957775010661,gompit,100,9.012 +CS,66958576010661,gompit,0,0.0 +CS,86085616010661,gompit,0,47.989 +CS,86085616010661,gompit,5,58.805 +CS,86085616010661,gompit,10,70.115 +CS,86085616010661,gompit,15,79.243 +CS,86085616010661,gompit,20,81.459 +CS,86085616010661,gompit,25,85.996 +CS,86085616010661,gompit,30,95.781 +CS,86085616010661,gompit,35,111.038 +CS,86085616010661,gompit,40,117.67 +CS,86085616010661,gompit,45,123.241 +CS,86085616010661,gompit,50,131.303 +CS,86085616010661,gompit,55,138.737 +CS,86085616010661,gompit,60,146.236 +CS,86085616010661,gompit,65,148.688 +CS,86085616010661,gompit,70,151.225 +CS,86085616010661,gompit,75,162.227 +CS,86085616010661,gompit,80,167.171 +CS,86085616010661,gompit,85,172.529 +CS,86085616010661,gompit,90,176.699 +CS,86085616010661,gompit,95,179.354 +CS,86085616010661,gompit,100,181.516 +CS,86140104010661,gompit,0,7.051 +CS,86140104010661,gompit,5,10.042 +CS,86140104010661,gompit,10,11.229 +CS,86140104010661,gompit,15,10.987 +CS,86140104010661,gompit,20,11.016 +CS,86140104010661,gompit,25,11.161 +CS,86140104010661,gompit,30,11.493 +CS,86140104010661,gompit,35,11.306 +CS,86140104010661,gompit,40,11.022 +CS,86140104010661,gompit,45,11.571 +CS,86140104010661,gompit,50,12.933 +CS,86140104010661,gompit,55,14.862 +CS,86140104010661,gompit,60,14.389 +CS,86140104010661,gompit,65,13.796 +CS,86140104010661,gompit,70,13.205 +CS,86140104010661,gompit,75,12.537 +CS,86140104010661,gompit,80,11.943 +CS,86140104010661,gompit,85,10.998 +CS,86140104010661,gompit,90,10.144 +CS,86140104010661,gompit,95,9.2 +CS,86140104010661,gompit,100,8.345 +CS,86087175010661,gompit,0,6.222 +CS,86087175010661,gompit,5,14.704 +CS,86087175010661,gompit,10,28.491 +CS,86087175010661,gompit,15,46.244 +CS,86087175010661,gompit,20,63.391 +CS,86087175010661,gompit,25,77.741 +CS,86087175010661,gompit,30,88.416 +CS,86087175010661,gompit,35,99.99 +CS,86087175010661,gompit,40,111.003 +CS,86087175010661,gompit,45,121.754 +CS,86087175010661,gompit,50,133.654 +CS,86087175010661,gompit,55,147.748 +CS,86087175010661,gompit,60,163.129 +CS,86087175010661,gompit,65,176.53 +CS,86087175010661,gompit,70,183.235 +CS,86087175010661,gompit,75,188.848 +CS,86087175010661,gompit,80,195.963 +CS,86087175010661,gompit,85,200.772 +CS,86087175010661,gompit,90,205.998 +CS,86087175010661,gompit,95,211.069 +CS,86087175010661,gompit,100,216.973 +CS,86110108010661,gompit,0,12.805 +CS,86110108010661,gompit,5,27.766 +CS,86110108010661,gompit,10,45.504 +CS,86110108010661,gompit,15,64.449 +CS,86110108010661,gompit,20,83.625 +CS,86110108010661,gompit,25,90.472 +CS,86110108010661,gompit,30,97.973 +CS,86110108010661,gompit,35,101.74 +CS,86110108010661,gompit,40,106.72 +CS,86110108010661,gompit,45,109.247 +CS,86110108010661,gompit,50,112.56 +CS,86110108010661,gompit,55,115.461 +CS,86110108010661,gompit,60,119.365 +CS,86110108010661,gompit,65,126.178 +CS,86110108010661,gompit,70,130.632 +CS,86110108010661,gompit,75,136.112 +CS,86110108010661,gompit,80,140.666 +CS,86110108010661,gompit,85,143.231 +CS,86110108010661,gompit,90,146.481 +CS,86110108010661,gompit,95,151.693 +CS,86110108010661,gompit,100,155.512 +CS,86110381010661,gompit,0,23.377 +CS,86110381010661,gompit,5,30.947 +CS,86110381010661,gompit,10,35.807 +CS,86110381010661,gompit,15,40.805 +CS,86110381010661,gompit,20,46.708 +CS,86110381010661,gompit,25,53.571 +CS,86110381010661,gompit,30,57.265 +CS,86110381010661,gompit,35,62.075 +CS,86110381010661,gompit,40,67.784 +CS,86110381010661,gompit,45,74.186 +CS,86110381010661,gompit,50,76.658 +CS,86110381010661,gompit,55,84.236 +CS,86110381010661,gompit,60,87.82 +CS,86110381010661,gompit,65,92.117 +CS,86110381010661,gompit,70,100.636 +CS,86110381010661,gompit,75,111.034 +CS,86110381010661,gompit,80,115.068 +CS,86110381010661,gompit,85,119.725 +CS,86110381010661,gompit,90,128.208 +CS,86110381010661,gompit,95,138.907 +CS,86110381010661,gompit,100,143.274 +CS,86110570010661,gompit,0,1.895 +CS,86110570010661,gompit,5,4.807 +CS,86110570010661,gompit,10,8.11 +CS,86110570010661,gompit,15,10.898 +CS,86110570010661,gompit,20,13.47 +CS,86110570010661,gompit,25,17.24 +CS,86110570010661,gompit,30,22.235 +CS,86110570010661,gompit,35,27.135 +CS,86110570010661,gompit,40,30.722 +CS,86110570010661,gompit,45,34.997 +CS,86110570010661,gompit,50,35.699 +CS,86110570010661,gompit,55,39.345 +CS,86110570010661,gompit,60,46.95 +CS,86110570010661,gompit,65,48.284 +CS,86110570010661,gompit,70,50.955 +CS,86110570010661,gompit,75,53.423 +CS,86110570010661,gompit,80,55.083 +CS,86110570010661,gompit,85,57.714 +CS,86110570010661,gompit,90,57.486 +CS,86110570010661,gompit,95,57.89 +CS,86110570010661,gompit,100,56.447 +CS,86113151010661,gompit,0,14.432 +CS,86113151010661,gompit,5,26.862 +CS,86113151010661,gompit,10,37.747 +CS,86113151010661,gompit,15,46.073 +CS,86113151010661,gompit,20,57.623 +CS,86113151010661,gompit,25,70.232 +CS,86113151010661,gompit,30,80.708 +CS,86113151010661,gompit,35,91.866 +CS,86113151010661,gompit,40,103.819 +CS,86113151010661,gompit,45,116.234 +CS,86113151010661,gompit,50,137.794 +CS,86113151010661,gompit,55,154.229 +CS,86113151010661,gompit,60,170.202 +CS,86113151010661,gompit,65,190.587 +CS,86113151010661,gompit,70,207.084 +CS,86113151010661,gompit,75,219.824 +CS,86113151010661,gompit,80,226.027 +CS,86113151010661,gompit,85,230.596 +CS,86113151010661,gompit,90,234.147 +CS,86113151010661,gompit,95,237.024 +CS,86113151010661,gompit,100,240.661 +CS,86109286010661,gompit,0,7.342 +CS,86109286010661,gompit,5,11.767 +CS,86109286010661,gompit,10,14.007 +CS,86109286010661,gompit,15,17.273 +CS,86109286010661,gompit,20,20.245 +CS,86109286010661,gompit,25,23.621 +CS,86109286010661,gompit,30,25.731 +CS,86109286010661,gompit,35,28.332 +CS,86109286010661,gompit,40,29.257 +CS,86109286010661,gompit,45,31.621 +CS,86109286010661,gompit,50,32.906 +CS,86109286010661,gompit,55,33.432 +CS,86109286010661,gompit,60,37.082 +CS,86109286010661,gompit,65,43.639 +CS,86109286010661,gompit,70,52.281 +CS,86109286010661,gompit,75,55.498 +CS,86109286010661,gompit,80,59.705 +CS,86109286010661,gompit,85,64.326 +CS,86109286010661,gompit,90,67.444 +CS,86109286010661,gompit,95,75.909 +CS,86109286010661,gompit,100,86.606 +CS,86086996010661,gompit,0,151.129 +CS,86086996010661,gompit,5,202.031 +CS,86086996010661,gompit,10,221.122 +CS,86086996010661,gompit,15,227.573 +CS,86086996010661,gompit,20,223.396 +CS,86086996010661,gompit,25,220.048 +CS,86086996010661,gompit,30,215.743 +CS,86086996010661,gompit,35,212.328 +CS,86086996010661,gompit,40,209.01 +CS,86086996010661,gompit,45,206.086 +CS,86086996010661,gompit,50,204.494 +CS,86086996010661,gompit,55,201.364 +CS,86086996010661,gompit,60,200.856 +CS,86086996010661,gompit,65,201.389 +CS,86086996010661,gompit,70,201.471 +CS,86086996010661,gompit,75,201.666 +CS,86086996010661,gompit,80,200.24 +CS,86086996010661,gompit,85,198.603 +CS,86086996010661,gompit,90,201.641 +CS,86086996010661,gompit,95,201.792 +CS,86086996010661,gompit,100,202.245 +CS,86087520010661,gompit,0,0.0 +CS,86105613010661,gompit,0,6.048 +CS,86105613010661,gompit,5,13.819 +CS,86105613010661,gompit,10,25.225 +CS,86105613010661,gompit,15,35.1 +CS,86105613010661,gompit,20,38.415 +CS,86105613010661,gompit,25,39.418 +CS,86105613010661,gompit,30,42.213 +CS,86105613010661,gompit,35,42.921 +CS,86105613010661,gompit,40,42.548 +CS,86105613010661,gompit,45,43.146 +CS,86105613010661,gompit,50,44.182 +CS,86105613010661,gompit,55,45.805 +CS,86105613010661,gompit,60,46.704 +CS,86105613010661,gompit,65,48.682 +CS,86105613010661,gompit,70,50.622 +CS,86105613010661,gompit,75,51.075 +CS,86105613010661,gompit,80,51.9 +CS,86105613010661,gompit,85,52.892 +CS,86105613010661,gompit,90,53.043 +CS,86105613010661,gompit,95,55.461 +CS,86105613010661,gompit,100,58.079 +CS,86106552010661,gompit,0,43.426 +CS,86106552010661,gompit,5,64.139 +CS,86106552010661,gompit,10,82.864 +CS,86106552010661,gompit,15,102.642 +CS,86106552010661,gompit,20,115.068 +CS,86106552010661,gompit,25,125.56 +CS,86106552010661,gompit,30,132.919 +CS,86106552010661,gompit,35,137.277 +CS,86106552010661,gompit,40,143.243 +CS,86106552010661,gompit,45,147.923 +CS,86106552010661,gompit,50,152.626 +CS,86106552010661,gompit,55,157.521 +CS,86106552010661,gompit,60,164.219 +CS,86106552010661,gompit,65,168.399 +CS,86106552010661,gompit,70,175.522 +CS,86106552010661,gompit,75,182.213 +CS,86106552010661,gompit,80,185.505 +CS,86106552010661,gompit,85,191.088 +CS,86106552010661,gompit,90,194.682 +CS,86106552010661,gompit,95,199.106 +CS,86106552010661,gompit,100,203.632 +CS,86106653010661,gompit,0,22.008 +CS,86106653010661,gompit,5,34.945 +CS,86106653010661,gompit,10,51.487 +CS,86106653010661,gompit,15,70.236 +CS,86106653010661,gompit,20,85.818 +CS,86106653010661,gompit,25,94.603 +CS,86106653010661,gompit,30,102.682 +CS,86106653010661,gompit,35,109.374 +CS,86106653010661,gompit,40,116.074 +CS,86106653010661,gompit,45,122.309 +CS,86106653010661,gompit,50,128.49 +CS,86106653010661,gompit,55,133.241 +CS,86106653010661,gompit,60,138.822 +CS,86106653010661,gompit,65,143.314 +CS,86106653010661,gompit,70,148.453 +CS,86106653010661,gompit,75,153.885 +CS,86106653010661,gompit,80,158.091 +CS,86106653010661,gompit,85,162.204 +CS,86106653010661,gompit,90,165.595 +CS,86106653010661,gompit,95,169.149 +CS,86106653010661,gompit,100,173.142 +CS,86087898010661,gompit,0,1.632 +CS,86087898010661,gompit,5,4.12 +CS,86087898010661,gompit,10,8.63 +CS,86087898010661,gompit,15,14.103 +CS,86087898010661,gompit,20,19.613 +CS,86087898010661,gompit,25,22.913 +CS,86087898010661,gompit,30,26.002 +CS,86087898010661,gompit,35,29.795 +CS,86087898010661,gompit,40,32.375 +CS,86087898010661,gompit,45,36.235 +CS,86087898010661,gompit,50,44.859 +CS,86087898010661,gompit,55,53.974 +CS,86087898010661,gompit,60,60.25 +CS,86087898010661,gompit,65,66.226 +CS,86087898010661,gompit,70,68.033 +CS,86087898010661,gompit,75,68.872 +CS,86087898010661,gompit,80,71.181 +CS,86087898010661,gompit,85,74.539 +CS,86087898010661,gompit,90,78.512 +CS,86087898010661,gompit,95,78.809 +CS,86087898010661,gompit,100,80.549 +CS,86140499010661,gompit,0,10.024 +CS,86140499010661,gompit,5,17.822 +CS,86140499010661,gompit,10,25.226 +CS,86140499010661,gompit,15,32.836 +CS,86140499010661,gompit,20,40.921 +CS,86140499010661,gompit,25,51.768 +CS,86140499010661,gompit,30,60.507 +CS,86140499010661,gompit,35,72.187 +CS,86140499010661,gompit,40,84.504 +CS,86140499010661,gompit,45,91.455 +CS,86140499010661,gompit,50,99.711 +CS,86140499010661,gompit,55,105.186 +CS,86140499010661,gompit,60,112.97 +CS,86140499010661,gompit,65,122.197 +CS,86140499010661,gompit,70,129.646 +CS,86140499010661,gompit,75,131.567 +CS,86140499010661,gompit,80,133.926 +CS,86140499010661,gompit,85,136.831 +CS,86140499010661,gompit,90,141.113 +CS,86140499010661,gompit,95,143.217 +CS,86140499010661,gompit,100,146.854 +CS,96334537010661,gompit,0,0.0 +CS,96304314010661,gompit,0,0.0 +CS,96338926010661,gompit,0,19.166 +CS,96338926010661,gompit,5,36.064 +CS,96338926010661,gompit,10,40.141 +CS,96338926010661,gompit,15,40.604 +CS,96338926010661,gompit,20,42.762 +CS,96338926010661,gompit,25,44.279 +CS,96338926010661,gompit,30,47.306 +CS,96338926010661,gompit,35,48.342 +CS,96338926010661,gompit,40,50.051 +CS,96338926010661,gompit,45,51.327 +CS,96338926010661,gompit,50,53.102 +CS,96338926010661,gompit,55,52.224 +CS,96338926010661,gompit,60,52.158 +CS,96338926010661,gompit,65,52.893 +CS,96338926010661,gompit,70,54.887 +CS,96338926010661,gompit,75,55.766 +CS,96338926010661,gompit,80,55.889 +CS,96338926010661,gompit,85,54.951 +CS,96338926010661,gompit,90,53.594 +CS,96338926010661,gompit,95,52.139 +CS,96338926010661,gompit,100,51.146 +CS,96308359010661,gompit,0,0.0 +CS,96339276010661,gompit,0,64.993 +CS,96339276010661,gompit,5,61.373 +CS,96339276010661,gompit,10,62.982 +CS,96339276010661,gompit,15,66.332 +CS,96339276010661,gompit,20,70.471 +CS,96339276010661,gompit,25,74.69 +CS,96339276010661,gompit,30,79.983 +CS,96339276010661,gompit,35,81.071 +CS,96339276010661,gompit,40,80.926 +CS,96339276010661,gompit,45,85.209 +CS,96339276010661,gompit,50,87.406 +CS,96339276010661,gompit,55,90.391 +CS,96339276010661,gompit,60,99.195 +CS,96339276010661,gompit,65,104.297 +CS,96339276010661,gompit,70,109.454 +CS,96339276010661,gompit,75,120.7 +CS,96339276010661,gompit,80,123.975 +CS,96339276010661,gompit,85,123.832 +CS,96339276010661,gompit,90,125.307 +CS,96339276010661,gompit,95,124.762 +CS,96339276010661,gompit,100,123.651 +CS,70009664010661,gompit,0,11.972 +CS,70009664010661,gompit,5,28.401 +CS,70009664010661,gompit,10,53.059 +CS,70009664010661,gompit,15,78.439 +CS,70009664010661,gompit,20,92.332 +CS,70009664010661,gompit,25,104.678 +CS,70009664010661,gompit,30,116.969 +CS,70009664010661,gompit,35,129.837 +CS,70009664010661,gompit,40,136.364 +CS,70009664010661,gompit,45,143.165 +CS,70009664010661,gompit,50,152.248 +CS,70009664010661,gompit,55,160.921 +CS,70009664010661,gompit,60,168.062 +CS,70009664010661,gompit,65,172.316 +CS,70009664010661,gompit,70,176.409 +CS,70009664010661,gompit,75,182.532 +CS,70009664010661,gompit,80,186.896 +CS,70009664010661,gompit,85,192.151 +CS,70009664010661,gompit,90,199.87 +CS,70009664010661,gompit,95,205.576 +CS,70009664010661,gompit,100,211.026 +CS,70009787010661,gompit,0,24.74 +CS,70009787010661,gompit,5,29.858 +CS,70009787010661,gompit,10,35.668 +CS,70009787010661,gompit,15,41.877 +CS,70009787010661,gompit,20,50.799 +CS,70009787010661,gompit,25,59.038 +CS,70009787010661,gompit,30,65.225 +CS,70009787010661,gompit,35,71.724 +CS,70009787010661,gompit,40,79.384 +CS,70009787010661,gompit,45,83.441 +CS,70009787010661,gompit,50,90.609 +CS,70009787010661,gompit,55,95.471 +CS,70009787010661,gompit,60,100.235 +CS,70009787010661,gompit,65,107.011 +CS,70009787010661,gompit,70,112.346 +CS,70009787010661,gompit,75,115.287 +CS,70009787010661,gompit,80,119.336 +CS,70009787010661,gompit,85,122.626 +CS,70009787010661,gompit,90,124.61 +CS,70009787010661,gompit,95,129.157 +CS,70009787010661,gompit,100,133.452 +CS,70016544010661,gompit,0,4.187 +CS,70016544010661,gompit,5,11.665 +CS,70016544010661,gompit,10,24.167 +CS,70016544010661,gompit,15,43.755 +CS,70016544010661,gompit,20,64.412 +CS,70016544010661,gompit,25,83.179 +CS,70016544010661,gompit,30,102.478 +CS,70016544010661,gompit,35,135.175 +CS,70016544010661,gompit,40,179.713 +CS,70016544010661,gompit,45,194.276 +CS,70016544010661,gompit,50,206.494 +CS,70016544010661,gompit,55,216.299 +CS,70016544010661,gompit,60,227.351 +CS,70016544010661,gompit,65,235.892 +CS,70016544010661,gompit,70,238.924 +CS,70016544010661,gompit,75,242.744 +CS,70016544010661,gompit,80,247.363 +CS,70016544010661,gompit,85,251.107 +CS,70016544010661,gompit,90,253.77 +CS,70016544010661,gompit,95,257.353 +CS,70016544010661,gompit,100,260.909 +CS,86109934010661,gompit,0,16.646 +CS,86109934010661,gompit,5,32.198 +CS,86109934010661,gompit,10,42.932 +CS,86109934010661,gompit,15,48.628 +CS,86109934010661,gompit,20,49.629 +CS,86109934010661,gompit,25,50.905 +CS,86109934010661,gompit,30,50.518 +CS,86109934010661,gompit,35,49.71 +CS,86109934010661,gompit,40,49.577 +CS,86109934010661,gompit,45,49.303 +CS,86109934010661,gompit,50,51.512 +CS,86109934010661,gompit,55,52.064 +CS,86109934010661,gompit,60,52.39 +CS,86109934010661,gompit,65,52.467 +CS,86109934010661,gompit,70,52.961 +CS,86109934010661,gompit,75,54.752 +CS,86109934010661,gompit,80,54.436 +CS,86109934010661,gompit,85,53.498 +CS,86109934010661,gompit,90,52.337 +CS,86109934010661,gompit,95,51.693 +CS,86109934010661,gompit,100,52.125 +CS,86101913010661,gompit,0,15.228 +CS,86101913010661,gompit,5,24.926 +CS,86101913010661,gompit,10,36.831 +CS,86101913010661,gompit,15,49.724 +CS,86101913010661,gompit,20,61.848 +CS,86101913010661,gompit,25,69.525 +CS,86101913010661,gompit,30,73.483 +CS,86101913010661,gompit,35,77.471 +CS,86101913010661,gompit,40,84.6 +CS,86101913010661,gompit,45,90.092 +CS,86101913010661,gompit,50,98.832 +CS,86101913010661,gompit,55,103.057 +CS,86101913010661,gompit,60,108.509 +CS,86101913010661,gompit,65,113.032 +CS,86101913010661,gompit,70,118.681 +CS,86101913010661,gompit,75,125.261 +CS,86101913010661,gompit,80,130.603 +CS,86101913010661,gompit,85,137.266 +CS,86101913010661,gompit,90,148.216 +CS,86101913010661,gompit,95,154.916 +CS,86101913010661,gompit,100,158.576 +CS,86105079010661,gompit,0,0.0 +CS,66975640010661,gompit,0,16.023 +CS,66975640010661,gompit,5,29.804 +CS,66975640010661,gompit,10,44.656 +CS,66975640010661,gompit,15,57.594 +CS,66975640010661,gompit,20,69.122 +CS,66975640010661,gompit,25,77.447 +CS,66975640010661,gompit,30,83.36 +CS,66975640010661,gompit,35,88.33 +CS,66975640010661,gompit,40,93.336 +CS,66975640010661,gompit,45,98.185 +CS,66975640010661,gompit,50,102.172 +CS,66975640010661,gompit,55,106.987 +CS,66975640010661,gompit,60,108.763 +CS,66975640010661,gompit,65,113.292 +CS,66975640010661,gompit,70,116.123 +CS,66975640010661,gompit,75,116.16 +CS,66975640010661,gompit,80,117.328 +CS,66975640010661,gompit,85,119.092 +CS,66975640010661,gompit,90,121.732 +CS,66975640010661,gompit,95,124.53 +CS,66975640010661,gompit,100,128.09 +CS,70014619010661,gompit,0,22.834 +CS,70014619010661,gompit,5,24.481 +CS,70014619010661,gompit,10,28.355 +CS,70014619010661,gompit,15,31.082 +CS,70014619010661,gompit,20,33.981 +CS,70014619010661,gompit,25,36.247 +CS,70014619010661,gompit,30,37.19 +CS,70014619010661,gompit,35,39.424 +CS,70014619010661,gompit,40,41.429 +CS,70014619010661,gompit,45,41.113 +CS,70014619010661,gompit,50,40.912 +CS,70014619010661,gompit,55,40.605 +CS,70014619010661,gompit,60,39.822 +CS,70014619010661,gompit,65,39.519 +CS,70014619010661,gompit,70,38.884 +CS,70014619010661,gompit,75,38.19 +CS,70014619010661,gompit,80,38.772 +CS,70014619010661,gompit,85,37.657 +CS,70014619010661,gompit,90,36.975 +CS,70014619010661,gompit,95,35.911 +CS,70014619010661,gompit,100,34.991 +CS,86092005010661,gompit,0,24.61 +CS,86092005010661,gompit,5,39.876 +CS,86092005010661,gompit,10,47.943 +CS,86092005010661,gompit,15,55.094 +CS,86092005010661,gompit,20,61.135 +CS,86092005010661,gompit,25,66.72 +CS,86092005010661,gompit,30,73.017 +CS,86092005010661,gompit,35,76.702 +CS,86092005010661,gompit,40,81.011 +CS,86092005010661,gompit,45,84.481 +CS,86092005010661,gompit,50,86.756 +CS,86092005010661,gompit,55,89.903 +CS,86092005010661,gompit,60,88.918 +CS,86092005010661,gompit,65,92.817 +CS,86092005010661,gompit,70,94.269 +CS,86092005010661,gompit,75,96.059 +CS,86092005010661,gompit,80,100.697 +CS,86092005010661,gompit,85,102.389 +CS,86092005010661,gompit,90,100.69 +CS,86092005010661,gompit,95,98.654 +CS,86092005010661,gompit,100,98.833 +CS,86112358010661,gompit,0,24.908 +CS,86112358010661,gompit,5,52.91 +CS,86112358010661,gompit,10,74.422 +CS,86112358010661,gompit,15,82.802 +CS,86112358010661,gompit,20,91.017 +CS,86112358010661,gompit,25,96.702 +CS,86112358010661,gompit,30,102.144 +CS,86112358010661,gompit,35,107.719 +CS,86112358010661,gompit,40,112.273 +CS,86112358010661,gompit,45,117.347 +CS,86112358010661,gompit,50,121.6 +CS,86112358010661,gompit,55,126.33 +CS,86112358010661,gompit,60,130.502 +CS,86112358010661,gompit,65,133.813 +CS,86112358010661,gompit,70,138.055 +CS,86112358010661,gompit,75,141.203 +CS,86112358010661,gompit,80,143.593 +CS,86112358010661,gompit,85,146.112 +CS,86112358010661,gompit,90,148.768 +CS,86112358010661,gompit,95,152.358 +CS,86112358010661,gompit,100,155.047 +CS,86096165010661,gompit,0,31.674 +CS,86096165010661,gompit,5,40.386 +CS,86096165010661,gompit,10,54.248 +CS,86096165010661,gompit,15,70.844 +CS,86096165010661,gompit,20,84.101 +CS,86096165010661,gompit,25,88.753 +CS,86096165010661,gompit,30,93.397 +CS,86096165010661,gompit,35,98.401 +CS,86096165010661,gompit,40,102.362 +CS,86096165010661,gompit,45,105.6 +CS,86096165010661,gompit,50,110.001 +CS,86096165010661,gompit,55,112.787 +CS,86096165010661,gompit,60,115.778 +CS,86096165010661,gompit,65,118.879 +CS,86096165010661,gompit,70,121.526 +CS,86096165010661,gompit,75,124.193 +CS,86096165010661,gompit,80,126.557 +CS,86096165010661,gompit,85,129.18 +CS,86096165010661,gompit,90,131.774 +CS,86096165010661,gompit,95,134.392 +CS,86096165010661,gompit,100,136.432 +CS,107867403010661,gompit,0,0.0 +CS,86109189010661,gompit,0,1.907 +CS,86109189010661,gompit,5,4.695 +CS,86109189010661,gompit,10,9.458 +CS,86109189010661,gompit,15,14.778 +CS,86109189010661,gompit,20,18.606 +CS,86109189010661,gompit,25,20.504 +CS,86109189010661,gompit,30,23.116 +CS,86109189010661,gompit,35,24.739 +CS,86109189010661,gompit,40,27.239 +CS,86109189010661,gompit,45,30.858 +CS,86109189010661,gompit,50,36.16 +CS,86109189010661,gompit,55,42.598 +CS,86109189010661,gompit,60,48.751 +CS,86109189010661,gompit,65,51.749 +CS,86109189010661,gompit,70,56.385 +CS,86109189010661,gompit,75,60.221 +CS,86109189010661,gompit,80,65.924 +CS,86109189010661,gompit,85,66.892 +CS,86109189010661,gompit,90,68.955 +CS,86109189010661,gompit,95,68.813 +CS,86109189010661,gompit,100,69.171 +CS,86110886010661,gompit,0,23.459 +CS,86110886010661,gompit,5,36.081 +CS,86110886010661,gompit,10,46.332 +CS,86110886010661,gompit,15,52.431 +CS,86110886010661,gompit,20,54.894 +CS,86110886010661,gompit,25,56.414 +CS,86110886010661,gompit,30,57.557 +CS,86110886010661,gompit,35,57.515 +CS,86110886010661,gompit,40,60.435 +CS,86110886010661,gompit,45,62.528 +CS,86110886010661,gompit,50,65.171 +CS,86110886010661,gompit,55,65.813 +CS,86110886010661,gompit,60,67.523 +CS,86110886010661,gompit,65,67.749 +CS,86110886010661,gompit,70,67.408 +CS,86110886010661,gompit,75,68.183 +CS,86110886010661,gompit,80,67.828 +CS,86110886010661,gompit,85,65.924 +CS,86110886010661,gompit,90,64.131 +CS,86110886010661,gompit,95,62.281 +CS,86110886010661,gompit,100,59.584 +CS,86088529010661,gompit,0,4.135 +CS,86088529010661,gompit,5,10.238 +CS,86088529010661,gompit,10,17.857 +CS,86088529010661,gompit,15,26.757 +CS,86088529010661,gompit,20,34.972 +CS,86088529010661,gompit,25,41.509 +CS,86088529010661,gompit,30,46.967 +CS,86088529010661,gompit,35,50.982 +CS,86088529010661,gompit,40,58.444 +CS,86088529010661,gompit,45,63.301 +CS,86088529010661,gompit,50,67.501 +CS,86088529010661,gompit,55,73.17 +CS,86088529010661,gompit,60,83.763 +CS,86088529010661,gompit,65,91.788 +CS,86088529010661,gompit,70,91.808 +CS,86088529010661,gompit,75,91.4 +CS,86088529010661,gompit,80,92.343 +CS,86088529010661,gompit,85,93.818 +CS,86088529010661,gompit,90,93.993 +CS,86088529010661,gompit,95,95.267 +CS,86088529010661,gompit,100,96.315 +CS,86095711010661,gompit,0,55.297 +CS,86095711010661,gompit,5,68.679 +CS,86095711010661,gompit,10,79.184 +CS,86095711010661,gompit,15,85.472 +CS,86095711010661,gompit,20,89.775 +CS,86095711010661,gompit,25,94.626 +CS,86095711010661,gompit,30,103.27 +CS,86095711010661,gompit,35,113.87 +CS,86095711010661,gompit,40,119.132 +CS,86095711010661,gompit,45,121.858 +CS,86095711010661,gompit,50,127.041 +CS,86095711010661,gompit,55,133.205 +CS,86095711010661,gompit,60,138.796 +CS,86095711010661,gompit,65,143.717 +CS,86095711010661,gompit,70,147.636 +CS,86095711010661,gompit,75,151.067 +CS,86095711010661,gompit,80,155.21 +CS,86095711010661,gompit,85,160.942 +CS,86095711010661,gompit,90,163.187 +CS,86095711010661,gompit,95,169.45 +CS,86095711010661,gompit,100,174.059 +CS,96304189010661,gompit,0,34.258 +CS,96304189010661,gompit,5,51.099 +CS,96304189010661,gompit,10,70.873 +CS,96304189010661,gompit,15,84.799 +CS,96304189010661,gompit,20,93.377 +CS,96304189010661,gompit,25,102.36 +CS,96304189010661,gompit,30,110.597 +CS,96304189010661,gompit,35,118.394 +CS,96304189010661,gompit,40,127.148 +CS,96304189010661,gompit,45,134.287 +CS,96304189010661,gompit,50,141.608 +CS,96304189010661,gompit,55,148.927 +CS,96304189010661,gompit,60,153.783 +CS,96304189010661,gompit,65,158.459 +CS,96304189010661,gompit,70,163.662 +CS,96304189010661,gompit,75,167.783 +CS,96304189010661,gompit,80,171.305 +CS,96304189010661,gompit,85,175.726 +CS,96304189010661,gompit,90,179.639 +CS,96304189010661,gompit,95,183.728 +CS,96304189010661,gompit,100,187.026 +CS,96325550010661,gompit,0,38.737 +CS,96325550010661,gompit,5,52.01 +CS,96325550010661,gompit,10,66.099 +CS,96325550010661,gompit,15,80.581 +CS,96325550010661,gompit,20,92.713 +CS,96325550010661,gompit,25,104.723 +CS,96325550010661,gompit,30,112.228 +CS,96325550010661,gompit,35,118.78 +CS,96325550010661,gompit,40,125.852 +CS,96325550010661,gompit,45,130.673 +CS,96325550010661,gompit,50,139.908 +CS,96325550010661,gompit,55,144.752 +CS,96325550010661,gompit,60,151.292 +CS,96325550010661,gompit,65,154.852 +CS,96325550010661,gompit,70,156.388 +CS,96325550010661,gompit,75,159.948 +CS,96325550010661,gompit,80,165.357 +CS,96325550010661,gompit,85,172.366 +CS,96325550010661,gompit,90,177.033 +CS,96325550010661,gompit,95,192.792 +CS,96325550010661,gompit,100,196.789 +CS,96304452010661,gompit,0,6.068 +CS,96304452010661,gompit,5,12.121 +CS,96304452010661,gompit,10,20.269 +CS,96304452010661,gompit,15,28.225 +CS,96304452010661,gompit,20,34.394 +CS,96304452010661,gompit,25,40.044 +CS,96304452010661,gompit,30,44.217 +CS,96304452010661,gompit,35,49.576 +CS,96304452010661,gompit,40,54.545 +CS,96304452010661,gompit,45,67.229 +CS,96304452010661,gompit,50,72.111 +CS,96304452010661,gompit,55,81.372 +CS,96304452010661,gompit,60,90.04 +CS,96304452010661,gompit,65,100.765 +CS,96304452010661,gompit,70,112.263 +CS,96304452010661,gompit,75,129.014 +CS,96304452010661,gompit,80,136.739 +CS,96304452010661,gompit,85,142.282 +CS,96304452010661,gompit,90,145.017 +CS,96304452010661,gompit,95,154.07 +CS,96304452010661,gompit,100,161.048 +CS,96315139010661,gompit,0,8.998 +CS,96315139010661,gompit,5,26.778 +CS,96315139010661,gompit,10,42.905 +CS,96315139010661,gompit,15,50.307 +CS,96315139010661,gompit,20,58.739 +CS,96315139010661,gompit,25,68.625 +CS,96315139010661,gompit,30,77.188 +CS,96315139010661,gompit,35,86.413 +CS,96315139010661,gompit,40,97.133 +CS,96315139010661,gompit,45,106.023 +CS,96315139010661,gompit,50,117.153 +CS,96315139010661,gompit,55,123.691 +CS,96315139010661,gompit,60,133.375 +CS,96315139010661,gompit,65,140.755 +CS,96315139010661,gompit,70,143.681 +CS,96315139010661,gompit,75,145.322 +CS,96315139010661,gompit,80,147.202 +CS,96315139010661,gompit,85,149.132 +CS,96315139010661,gompit,90,150.278 +CS,96315139010661,gompit,95,151.492 +CS,96315139010661,gompit,100,152.829 +CS,96314882010661,gompit,0,0.254 +CS,96314882010661,gompit,5,1.328 +CS,96314882010661,gompit,10,3.425 +CS,96314882010661,gompit,15,6.678 +CS,96314882010661,gompit,20,11.289 +CS,96314882010661,gompit,25,16.611 +CS,96314882010661,gompit,30,22.143 +CS,96314882010661,gompit,35,29.276 +CS,96314882010661,gompit,40,34.799 +CS,96314882010661,gompit,45,44.588 +CS,96314882010661,gompit,50,56.389 +CS,96314882010661,gompit,55,65.984 +CS,96314882010661,gompit,60,78.193 +CS,96314882010661,gompit,65,89.731 +CS,96314882010661,gompit,70,109.43 +CS,96314882010661,gompit,75,119.247 +CS,96314882010661,gompit,80,130.687 +CS,96314882010661,gompit,85,143.206 +CS,96314882010661,gompit,90,152.738 +CS,96314882010661,gompit,95,160.377 +CS,96314882010661,gompit,100,163.636 +CS,96312101010661,gompit,0,0.0 +CS,96323593010661,gompit,0,15.215 +CS,96323593010661,gompit,5,36.501 +CS,96323593010661,gompit,10,62.503 +CS,96323593010661,gompit,15,80.02 +CS,96323593010661,gompit,20,91.25 +CS,96323593010661,gompit,25,102.406 +CS,96323593010661,gompit,30,111.435 +CS,96323593010661,gompit,35,119.11 +CS,96323593010661,gompit,40,128.095 +CS,96323593010661,gompit,45,133.86 +CS,96323593010661,gompit,50,141.816 +CS,96323593010661,gompit,55,145.882 +CS,96323593010661,gompit,60,149.772 +CS,96323593010661,gompit,65,153.413 +CS,96323593010661,gompit,70,157.377 +CS,96323593010661,gompit,75,160.863 +CS,96323593010661,gompit,80,163.609 +CS,96323593010661,gompit,85,166.642 +CS,96323593010661,gompit,90,168.478 +CS,96323593010661,gompit,95,168.974 +CS,96323593010661,gompit,100,168.312 +CS,96324305010661,gompit,0,18.132 +CS,96324305010661,gompit,5,24.964 +CS,96324305010661,gompit,10,31.068 +CS,96324305010661,gompit,15,35.337 +CS,96324305010661,gompit,20,39.767 +CS,96324305010661,gompit,25,44.992 +CS,96324305010661,gompit,30,53.434 +CS,96324305010661,gompit,35,60.211 +CS,96324305010661,gompit,40,69.174 +CS,96324305010661,gompit,45,79.934 +CS,96324305010661,gompit,50,92.252 +CS,96324305010661,gompit,55,101.894 +CS,96324305010661,gompit,60,110.5 +CS,96324305010661,gompit,65,124.936 +CS,96324305010661,gompit,70,143.671 +CS,96324305010661,gompit,75,151.121 +CS,96324305010661,gompit,80,155.842 +CS,96324305010661,gompit,85,158.107 +CS,96324305010661,gompit,90,161.468 +CS,96324305010661,gompit,95,164.067 +CS,96324305010661,gompit,100,167.216 +CS,96309913010661,gompit,0,0.59 +CS,96309913010661,gompit,5,1.942 +CS,96309913010661,gompit,10,3.905 +CS,96309913010661,gompit,15,6.579 +CS,96309913010661,gompit,20,7.689 +CS,96309913010661,gompit,25,7.862 +CS,96309913010661,gompit,30,9.067 +CS,96309913010661,gompit,35,8.992 +CS,96309913010661,gompit,40,9.663 +CS,96309913010661,gompit,45,10.079 +CS,96309913010661,gompit,50,9.962 +CS,96309913010661,gompit,55,9.972 +CS,96309913010661,gompit,60,9.923 +CS,96309913010661,gompit,65,10.725 +CS,96309913010661,gompit,70,10.254 +CS,96309913010661,gompit,75,9.885 +CS,96309913010661,gompit,80,9.72 +CS,96309913010661,gompit,85,9.406 +CS,96309913010661,gompit,90,8.966 +CS,96309913010661,gompit,95,8.434 +CS,96309913010661,gompit,100,7.734 +CS,70003005010661,gompit,0,15.169 +CS,70003005010661,gompit,5,26.117 +CS,70003005010661,gompit,10,34.519 +CS,70003005010661,gompit,15,43.158 +CS,70003005010661,gompit,20,48.622 +CS,70003005010661,gompit,25,56.527 +CS,70003005010661,gompit,30,64.852 +CS,70003005010661,gompit,35,76.311 +CS,70003005010661,gompit,40,81.591 +CS,70003005010661,gompit,45,92.588 +CS,70003005010661,gompit,50,96.102 +CS,70003005010661,gompit,55,99.125 +CS,70003005010661,gompit,60,100.909 +CS,70003005010661,gompit,65,102.624 +CS,70003005010661,gompit,70,104.021 +CS,70003005010661,gompit,75,106.48 +CS,70003005010661,gompit,80,108.242 +CS,70003005010661,gompit,85,109.982 +CS,70003005010661,gompit,90,110.964 +CS,70003005010661,gompit,95,112.824 +CS,70003005010661,gompit,100,114.1 +CS,70019450010661,gompit,0,23.618 +CS,70019450010661,gompit,5,44.922 +CS,70019450010661,gompit,10,70.464 +CS,70019450010661,gompit,15,82.512 +CS,70019450010661,gompit,20,89.914 +CS,70019450010661,gompit,25,96.304 +CS,70019450010661,gompit,30,103.102 +CS,70019450010661,gompit,35,108.257 +CS,70019450010661,gompit,40,114.828 +CS,70019450010661,gompit,45,119.617 +CS,70019450010661,gompit,50,125.224 +CS,70019450010661,gompit,55,129.247 +CS,70019450010661,gompit,60,133.011 +CS,70019450010661,gompit,65,137.058 +CS,70019450010661,gompit,70,140.461 +CS,70019450010661,gompit,75,143.567 +CS,70019450010661,gompit,80,146.444 +CS,70019450010661,gompit,85,147.846 +CS,70019450010661,gompit,90,150.085 +CS,70019450010661,gompit,95,152.078 +CS,70019450010661,gompit,100,154.436 +CS,66736528010661,gompit,0,10.3 +CS,66736528010661,gompit,5,20.017 +CS,66736528010661,gompit,10,26.741 +CS,66736528010661,gompit,15,29.589 +CS,66736528010661,gompit,20,33.029 +CS,66736528010661,gompit,25,35.881 +CS,66736528010661,gompit,30,38.191 +CS,66736528010661,gompit,35,39.253 +CS,66736528010661,gompit,40,40.676 +CS,66736528010661,gompit,45,40.842 +CS,66736528010661,gompit,50,40.914 +CS,66736528010661,gompit,55,40.113 +CS,66736528010661,gompit,60,39.949 +CS,66736528010661,gompit,65,39.548 +CS,66736528010661,gompit,70,38.839 +CS,66736528010661,gompit,75,38.646 +CS,66736528010661,gompit,80,37.729 +CS,66736528010661,gompit,85,36.61 +CS,66736528010661,gompit,90,35.129 +CS,66736528010661,gompit,95,33.935 +CS,66736528010661,gompit,100,33.367 +CS,66735285010661,gompit,0,3.791 +CS,66735285010661,gompit,5,6.357 +CS,66735285010661,gompit,10,8.349 +CS,66735285010661,gompit,15,9.182 +CS,66735285010661,gompit,20,8.673 +CS,66735285010661,gompit,25,7.825 +CS,66735285010661,gompit,30,7.369 +CS,66735285010661,gompit,35,6.81 +CS,66735285010661,gompit,40,6.237 +CS,66735285010661,gompit,45,5.913 +CS,66735285010661,gompit,50,6.058 +CS,66735285010661,gompit,55,6.495 +CS,66735285010661,gompit,60,7.055 +CS,66735285010661,gompit,65,6.689 +CS,66735285010661,gompit,70,6.774 +CS,66735285010661,gompit,75,6.314 +CS,66735285010661,gompit,80,6.115 +CS,66735285010661,gompit,85,5.746 +CS,66735285010661,gompit,90,5.361 +CS,66735285010661,gompit,95,4.979 +CS,66735285010661,gompit,100,4.589 +CS,66740421010661,gompit,0,4.248 +CS,66740421010661,gompit,5,8.81 +CS,66740421010661,gompit,10,14.316 +CS,66740421010661,gompit,15,18.341 +CS,66740421010661,gompit,20,21.364 +CS,66740421010661,gompit,25,21.577 +CS,66740421010661,gompit,30,21.846 +CS,66740421010661,gompit,35,21.148 +CS,66740421010661,gompit,40,21.036 +CS,66740421010661,gompit,45,19.249 +CS,66740421010661,gompit,50,18.248 +CS,66740421010661,gompit,55,17.281 +CS,66740421010661,gompit,60,16.506 +CS,66740421010661,gompit,65,15.65 +CS,66740421010661,gompit,70,14.683 +CS,66740421010661,gompit,75,14.316 +CS,66740421010661,gompit,80,14.051 +CS,66740421010661,gompit,85,13.772 +CS,66740421010661,gompit,90,12.939 +CS,66740421010661,gompit,95,12.418 +CS,66740421010661,gompit,100,12.02 +CS,66661815010661,gompit,0,7.713 +CS,66661815010661,gompit,5,27.373 +CS,66661815010661,gompit,10,59.547 +CS,66661815010661,gompit,15,89.843 +CS,66661815010661,gompit,20,100.242 +CS,66661815010661,gompit,25,99.353 +CS,66661815010661,gompit,30,103.355 +CS,66661815010661,gompit,35,108.118 +CS,66661815010661,gompit,40,112.39 +CS,66661815010661,gompit,45,116.314 +CS,66661815010661,gompit,50,118.651 +CS,66661815010661,gompit,55,121.819 +CS,66661815010661,gompit,60,124.609 +CS,66661815010661,gompit,65,127.478 +CS,66661815010661,gompit,70,130.038 +CS,66661815010661,gompit,75,132.939 +CS,66661815010661,gompit,80,134.769 +CS,66661815010661,gompit,85,136.468 +CS,66661815010661,gompit,90,138.241 +CS,66661815010661,gompit,95,139.484 +CS,66661815010661,gompit,100,140.343 +CS,70009401010661,gompit,0,39.129 +CS,70009401010661,gompit,5,62.589 +CS,70009401010661,gompit,10,86.485 +CS,70009401010661,gompit,15,94.558 +CS,70009401010661,gompit,20,102.482 +CS,70009401010661,gompit,25,108.114 +CS,70009401010661,gompit,30,113.563 +CS,70009401010661,gompit,35,118.244 +CS,70009401010661,gompit,40,123.807 +CS,70009401010661,gompit,45,127.492 +CS,70009401010661,gompit,50,130.826 +CS,70009401010661,gompit,55,136.513 +CS,70009401010661,gompit,60,139.573 +CS,70009401010661,gompit,65,141.824 +CS,70009401010661,gompit,70,143.404 +CS,70009401010661,gompit,75,145.343 +CS,70009401010661,gompit,80,146.952 +CS,70009401010661,gompit,85,147.291 +CS,70009401010661,gompit,90,147.271 +CS,70009401010661,gompit,95,148.021 +CS,70009401010661,gompit,100,147.826 +CS,70017224010661,gompit,0,7.89 +CS,70017224010661,gompit,5,19.899 +CS,70017224010661,gompit,10,33.914 +CS,70017224010661,gompit,15,40.964 +CS,70017224010661,gompit,20,49.227 +CS,70017224010661,gompit,25,59.824 +CS,70017224010661,gompit,30,65.297 +CS,70017224010661,gompit,35,72.264 +CS,70017224010661,gompit,40,80.215 +CS,70017224010661,gompit,45,92.013 +CS,70017224010661,gompit,50,101.99 +CS,70017224010661,gompit,55,111.565 +CS,70017224010661,gompit,60,120.611 +CS,70017224010661,gompit,65,132.631 +CS,70017224010661,gompit,70,138.376 +CS,70017224010661,gompit,75,139.02 +CS,70017224010661,gompit,80,141.129 +CS,70017224010661,gompit,85,142.568 +CS,70017224010661,gompit,90,143.342 +CS,70017224010661,gompit,95,143.209 +CS,70017224010661,gompit,100,147.793 +CS,86103844010661,gompit,0,5.313 +CS,86103844010661,gompit,5,14.289 +CS,86103844010661,gompit,10,28.489 +CS,86103844010661,gompit,15,47.752 +CS,86103844010661,gompit,20,66.391 +CS,86103844010661,gompit,25,84.857 +CS,86103844010661,gompit,30,93.817 +CS,86103844010661,gompit,35,98.257 +CS,86103844010661,gompit,40,102.253 +CS,86103844010661,gompit,45,106.331 +CS,86103844010661,gompit,50,110.803 +CS,86103844010661,gompit,55,115.043 +CS,86103844010661,gompit,60,118.847 +CS,86103844010661,gompit,65,122.959 +CS,86103844010661,gompit,70,126.351 +CS,86103844010661,gompit,75,129.873 +CS,86103844010661,gompit,80,132.402 +CS,86103844010661,gompit,85,135.56 +CS,86103844010661,gompit,90,138.536 +CS,86103844010661,gompit,95,142.059 +CS,86103844010661,gompit,100,144.91 +CS,86140251010661,gompit,0,3.586 +CS,86140251010661,gompit,5,7.681 +CS,86140251010661,gompit,10,13.508 +CS,86140251010661,gompit,15,17.998 +CS,86140251010661,gompit,20,22.803 +CS,86140251010661,gompit,25,28.017 +CS,86140251010661,gompit,30,32.712 +CS,86140251010661,gompit,35,37.533 +CS,86140251010661,gompit,40,42.226 +CS,86140251010661,gompit,45,47.976 +CS,86140251010661,gompit,50,54.106 +CS,86140251010661,gompit,55,60.125 +CS,86140251010661,gompit,60,67.769 +CS,86140251010661,gompit,65,73.709 +CS,86140251010661,gompit,70,78.666 +CS,86140251010661,gompit,75,83.435 +CS,86140251010661,gompit,80,89.924 +CS,86140251010661,gompit,85,95.083 +CS,86140251010661,gompit,90,99.109 +CS,86140251010661,gompit,95,104.789 +CS,86140251010661,gompit,100,110.129 +CS,70010854010661,gompit,0,36.781 +CS,70010854010661,gompit,5,50.181 +CS,70010854010661,gompit,10,65.511 +CS,70010854010661,gompit,15,82.977 +CS,70010854010661,gompit,20,91.295 +CS,70010854010661,gompit,25,96.495 +CS,70010854010661,gompit,30,101.556 +CS,70010854010661,gompit,35,106.28 +CS,70010854010661,gompit,40,109.809 +CS,70010854010661,gompit,45,112.932 +CS,70010854010661,gompit,50,116.585 +CS,70010854010661,gompit,55,120.029 +CS,70010854010661,gompit,60,122.992 +CS,70010854010661,gompit,65,126.71 +CS,70010854010661,gompit,70,130.584 +CS,70010854010661,gompit,75,134.377 +CS,70010854010661,gompit,80,138.572 +CS,70010854010661,gompit,85,141.862 +CS,70010854010661,gompit,90,145.007 +CS,70010854010661,gompit,95,148.806 +CS,70010854010661,gompit,100,151.252 +CS,70007437010661,gompit,0,0.0 +CS,70018665010661,gompit,0,33.318 +CS,70018665010661,gompit,5,37.495 +CS,70018665010661,gompit,10,43.448 +CS,70018665010661,gompit,15,49.522 +CS,70018665010661,gompit,20,56.01 +CS,70018665010661,gompit,25,62.113 +CS,70018665010661,gompit,30,69.682 +CS,70018665010661,gompit,35,76.346 +CS,70018665010661,gompit,40,83.012 +CS,70018665010661,gompit,45,89.865 +CS,70018665010661,gompit,50,101.145 +CS,70018665010661,gompit,55,108.573 +CS,70018665010661,gompit,60,116.241 +CS,70018665010661,gompit,65,120.721 +CS,70018665010661,gompit,70,123.797 +CS,70018665010661,gompit,75,127.747 +CS,70018665010661,gompit,80,131.273 +CS,70018665010661,gompit,85,135.168 +CS,70018665010661,gompit,90,138.415 +CS,70018665010661,gompit,95,141.89 +CS,70018665010661,gompit,100,144.476 +CS,70008461010661,gompit,0,130.644 +CS,70008461010661,gompit,5,166.587 +CS,70008461010661,gompit,10,200.759 +CS,70008461010661,gompit,15,233.149 +CS,70008461010661,gompit,20,256.52 +CS,70008461010661,gompit,25,267.596 +CS,70008461010661,gompit,30,275.079 +CS,70008461010661,gompit,35,276.607 +CS,70008461010661,gompit,40,281.161 +CS,70008461010661,gompit,45,281.321 +CS,70008461010661,gompit,50,284.571 +CS,70008461010661,gompit,55,286.054 +CS,70008461010661,gompit,60,288.728 +CS,70008461010661,gompit,65,292.304 +CS,70008461010661,gompit,70,293.943 +CS,70008461010661,gompit,75,295.68 +CS,70008461010661,gompit,80,297.208 +CS,70008461010661,gompit,85,301.131 +CS,70008461010661,gompit,90,301.949 +CS,70008461010661,gompit,95,306.124 +CS,70008461010661,gompit,100,310.943 +CS,70011245010661,gompit,0,0.0 +CS,70011632010661,gompit,0,0.0 +CS,86095931010661,gompit,0,3.25 +CS,86095931010661,gompit,5,13.741 +CS,86095931010661,gompit,10,35.013 +CS,86095931010661,gompit,15,64.668 +CS,86095931010661,gompit,20,81.774 +CS,86095931010661,gompit,25,90.776 +CS,86095931010661,gompit,30,95.985 +CS,86095931010661,gompit,35,100.777 +CS,86095931010661,gompit,40,103.641 +CS,86095931010661,gompit,45,108.334 +CS,86095931010661,gompit,50,111.382 +CS,86095931010661,gompit,55,113.781 +CS,86095931010661,gompit,60,117.747 +CS,86095931010661,gompit,65,119.397 +CS,86095931010661,gompit,70,120.217 +CS,86095931010661,gompit,75,121.438 +CS,86095931010661,gompit,80,120.602 +CS,86095931010661,gompit,85,120.649 +CS,86095931010661,gompit,90,121.929 +CS,86095931010661,gompit,95,121.354 +CS,86095931010661,gompit,100,121.026 +CS,86111219010661,gompit,0,30.085 +CS,86111219010661,gompit,5,36.182 +CS,86111219010661,gompit,10,43.281 +CS,86111219010661,gompit,15,49.787 +CS,86111219010661,gompit,20,56.141 +CS,86111219010661,gompit,25,63.739 +CS,86111219010661,gompit,30,74.114 +CS,86111219010661,gompit,35,83.928 +CS,86111219010661,gompit,40,91.686 +CS,86111219010661,gompit,45,100.84 +CS,86111219010661,gompit,50,111.324 +CS,86111219010661,gompit,55,120.44 +CS,86111219010661,gompit,60,129.446 +CS,86111219010661,gompit,65,137.08 +CS,86111219010661,gompit,70,144.29 +CS,86111219010661,gompit,75,149.678 +CS,86111219010661,gompit,80,154.147 +CS,86111219010661,gompit,85,158.051 +CS,86111219010661,gompit,90,162.1 +CS,86111219010661,gompit,95,165.288 +CS,86111219010661,gompit,100,169.115 +CS,107867082010661,gompit,0,1.557 +CS,107867082010661,gompit,5,2.51 +CS,107867082010661,gompit,10,3.239 +CS,107867082010661,gompit,15,3.933 +CS,107867082010661,gompit,20,4.442 +CS,107867082010661,gompit,25,4.989 +CS,107867082010661,gompit,30,5.744 +CS,107867082010661,gompit,35,6.655 +CS,107867082010661,gompit,40,7.355 +CS,107867082010661,gompit,45,7.957 +CS,107867082010661,gompit,50,8.763 +CS,107867082010661,gompit,55,9.645 +CS,107867082010661,gompit,60,10.518 +CS,107867082010661,gompit,65,11.483 +CS,107867082010661,gompit,70,12.523 +CS,107867082010661,gompit,75,13.723 +CS,107867082010661,gompit,80,15.15 +CS,107867082010661,gompit,85,16.945 +CS,107867082010661,gompit,90,19.144 +CS,107867082010661,gompit,95,21.381 +CS,107867082010661,gompit,100,24.121 +CS,66958211010661,gompit,0,8.046 +CS,66958211010661,gompit,5,17.319 +CS,66958211010661,gompit,10,30.304 +CS,66958211010661,gompit,15,44.405 +CS,66958211010661,gompit,20,60.094 +CS,66958211010661,gompit,25,72.908 +CS,66958211010661,gompit,30,82.847 +CS,66958211010661,gompit,35,94.297 +CS,66958211010661,gompit,40,103.08 +CS,66958211010661,gompit,45,110.055 +CS,66958211010661,gompit,50,117.034 +CS,66958211010661,gompit,55,129.374 +CS,66958211010661,gompit,60,133.964 +CS,66958211010661,gompit,65,139.398 +CS,66958211010661,gompit,70,144.822 +CS,66958211010661,gompit,75,150.059 +CS,66958211010661,gompit,80,154.3 +CS,66958211010661,gompit,85,157.327 +CS,66958211010661,gompit,90,161.27 +CS,66958211010661,gompit,95,164.955 +CS,66958211010661,gompit,100,168.002 +CS,66976391010661,gompit,0,0.472 +CS,66976391010661,gompit,5,1.799 +CS,66976391010661,gompit,10,3.57 +CS,66976391010661,gompit,15,5.697 +CS,66976391010661,gompit,20,7.24 +CS,66976391010661,gompit,25,7.492 +CS,66976391010661,gompit,30,7.448 +CS,66976391010661,gompit,35,7.275 +CS,66976391010661,gompit,40,7.416 +CS,66976391010661,gompit,45,7.42 +CS,66976391010661,gompit,50,8.225 +CS,66976391010661,gompit,55,8.866 +CS,66976391010661,gompit,60,8.973 +CS,66976391010661,gompit,65,9.401 +CS,66976391010661,gompit,70,9.19 +CS,66976391010661,gompit,75,9.291 +CS,66976391010661,gompit,80,8.886 +CS,66976391010661,gompit,85,8.442 +CS,66976391010661,gompit,90,7.857 +CS,66976391010661,gompit,95,7.567 +CS,66976391010661,gompit,100,7.153 +CS,96319735010661,gompit,0,51.933 +CS,96319735010661,gompit,5,64.317 +CS,96319735010661,gompit,10,74.351 +CS,96319735010661,gompit,15,85.511 +CS,96319735010661,gompit,20,93.591 +CS,96319735010661,gompit,25,104.343 +CS,96319735010661,gompit,30,114.853 +CS,96319735010661,gompit,35,126.535 +CS,96319735010661,gompit,40,141.32 +CS,96319735010661,gompit,45,147.88 +CS,96319735010661,gompit,50,151.292 +CS,96319735010661,gompit,55,152.718 +CS,96319735010661,gompit,60,153.607 +CS,96319735010661,gompit,65,157.114 +CS,96319735010661,gompit,70,158.891 +CS,96319735010661,gompit,75,160.577 +CS,96319735010661,gompit,80,163.459 +CS,96319735010661,gompit,85,166.103 +CS,96319735010661,gompit,90,168.742 +CS,96319735010661,gompit,95,171.978 +CS,96319735010661,gompit,100,174.343 +CS,96319642010661,gompit,0,18.65 +CS,96319642010661,gompit,5,31.045 +CS,96319642010661,gompit,10,45.302 +CS,96319642010661,gompit,15,61.123 +CS,96319642010661,gompit,20,72.989 +CS,96319642010661,gompit,25,80.195 +CS,96319642010661,gompit,30,86.772 +CS,96319642010661,gompit,35,92.373 +CS,96319642010661,gompit,40,98.88 +CS,96319642010661,gompit,45,104.988 +CS,96319642010661,gompit,50,110.459 +CS,96319642010661,gompit,55,116.752 +CS,96319642010661,gompit,60,122.153 +CS,96319642010661,gompit,65,127.158 +CS,96319642010661,gompit,70,131.733 +CS,96319642010661,gompit,75,136.499 +CS,96319642010661,gompit,80,141.005 +CS,96319642010661,gompit,85,145.101 +CS,96319642010661,gompit,90,149.764 +CS,96319642010661,gompit,95,153.301 +CS,96319642010661,gompit,100,156.471 +CS,96335244010661,gompit,0,3.924 +CS,96335244010661,gompit,5,9.175 +CS,96335244010661,gompit,10,16.364 +CS,96335244010661,gompit,15,22.807 +CS,96335244010661,gompit,20,27.391 +CS,96335244010661,gompit,25,29.786 +CS,96335244010661,gompit,30,31.583 +CS,96335244010661,gompit,35,35.498 +CS,96335244010661,gompit,40,38.265 +CS,96335244010661,gompit,45,43.581 +CS,96335244010661,gompit,50,44.373 +CS,96335244010661,gompit,55,47.607 +CS,96335244010661,gompit,60,51.068 +CS,96335244010661,gompit,65,51.481 +CS,96335244010661,gompit,70,53.158 +CS,96335244010661,gompit,75,53.465 +CS,96335244010661,gompit,80,55.212 +CS,96335244010661,gompit,85,54.359 +CS,96335244010661,gompit,90,53.918 +CS,96335244010661,gompit,95,53.695 +CS,96335244010661,gompit,100,53.02 +CS,102166003010661,gompit,0,0.0 +CS,102166408010661,gompit,0,0.401 +CS,102166408010661,gompit,5,0.668 +CS,102166408010661,gompit,10,1.057 +CS,102166408010661,gompit,15,1.559 +CS,102166408010661,gompit,20,2.196 +CS,102166408010661,gompit,25,2.815 +CS,102166408010661,gompit,30,3.513 +CS,102166408010661,gompit,35,4.261 +CS,102166408010661,gompit,40,5.062 +CS,102166408010661,gompit,45,6.065 +CS,102166408010661,gompit,50,7.377 +CS,102166408010661,gompit,55,8.568 +CS,102166408010661,gompit,60,9.942 +CS,102166408010661,gompit,65,11.259 +CS,102166408010661,gompit,70,12.857 +CS,102166408010661,gompit,75,14.452 +CS,102166408010661,gompit,80,15.64 +CS,102166408010661,gompit,85,16.927 +CS,102166408010661,gompit,90,18.111 +CS,102166408010661,gompit,95,19.607 +CS,102166408010661,gompit,100,20.735 +CS,96304578010661,gompit,0,0.0 +CS,96338888010661,gompit,0,0.0 +CS,96300116010661,gompit,0,0.0 +CS,70017723010661,gompit,0,0.0 +CS,70019117010661,gompit,0,0.0 +CS,96297710010661,gompit,0,0.0 +CS,96319416010661,gompit,0,56.048 +CS,96319416010661,gompit,5,73.166 +CS,96319416010661,gompit,10,90.765 +CS,96319416010661,gompit,15,116.222 +CS,96319416010661,gompit,20,126.734 +CS,96319416010661,gompit,25,137.306 +CS,96319416010661,gompit,30,144.893 +CS,96319416010661,gompit,35,150.998 +CS,96319416010661,gompit,40,156.377 +CS,96319416010661,gompit,45,164.519 +CS,96319416010661,gompit,50,171.685 +CS,96319416010661,gompit,55,177.274 +CS,96319416010661,gompit,60,181.56 +CS,96319416010661,gompit,65,186.379 +CS,96319416010661,gompit,70,189.891 +CS,96319416010661,gompit,75,193.113 +CS,96319416010661,gompit,80,197.11 +CS,96319416010661,gompit,85,200.364 +CS,96319416010661,gompit,90,203.407 +CS,96319416010661,gompit,95,206.607 +CS,96319416010661,gompit,100,208.588 +CS,96310738010661,gompit,0,14.125 +CS,96310738010661,gompit,5,33.995 +CS,96310738010661,gompit,10,55.046 +CS,96310738010661,gompit,15,56.729 +CS,96310738010661,gompit,20,61.435 +CS,96310738010661,gompit,25,67.243 +CS,96310738010661,gompit,30,71.486 +CS,96310738010661,gompit,35,75.718 +CS,96310738010661,gompit,40,82.368 +CS,96310738010661,gompit,45,86.201 +CS,96310738010661,gompit,50,91.421 +CS,96310738010661,gompit,55,98.775 +CS,96310738010661,gompit,60,107.24 +CS,96310738010661,gompit,65,113.297 +CS,96310738010661,gompit,70,119.693 +CS,96310738010661,gompit,75,125.111 +CS,96310738010661,gompit,80,130.151 +CS,96310738010661,gompit,85,136.352 +CS,96310738010661,gompit,90,142.179 +CS,96310738010661,gompit,95,148.262 +CS,96310738010661,gompit,100,152.391 +CS,96299042010661,gompit,0,0.0 +CS,96310506010661,gompit,0,3.529 +CS,96310506010661,gompit,5,13.769 +CS,96310506010661,gompit,10,30.533 +CS,96310506010661,gompit,15,41.348 +CS,96310506010661,gompit,20,40.545 +CS,96310506010661,gompit,25,38.082 +CS,96310506010661,gompit,30,35.858 +CS,96310506010661,gompit,35,34.141 +CS,96310506010661,gompit,40,31.545 +CS,96310506010661,gompit,45,29.416 +CS,96310506010661,gompit,50,26.948 +CS,96310506010661,gompit,55,24.643 +CS,96310506010661,gompit,60,22.699 +CS,96310506010661,gompit,65,20.519 +CS,96310506010661,gompit,70,18.737 +CS,96310506010661,gompit,75,17.019 +CS,96310506010661,gompit,80,15.482 +CS,96310506010661,gompit,85,14.033 +CS,96310506010661,gompit,90,12.72 +CS,96310506010661,gompit,95,11.662 +CS,96310506010661,gompit,100,10.69 +CS,96328687010661,gompit,0,5.236 +CS,96328687010661,gompit,5,14.525 +CS,96328687010661,gompit,10,28.892 +CS,96328687010661,gompit,15,37.791 +CS,96328687010661,gompit,20,44.865 +CS,96328687010661,gompit,25,47.786 +CS,96328687010661,gompit,30,50.887 +CS,96328687010661,gompit,35,51.451 +CS,96328687010661,gompit,40,56.699 +CS,96328687010661,gompit,45,57.74 +CS,96328687010661,gompit,50,58.324 +CS,96328687010661,gompit,55,57.608 +CS,96328687010661,gompit,60,56.781 +CS,96328687010661,gompit,65,57.121 +CS,96328687010661,gompit,70,58.203 +CS,96328687010661,gompit,75,58.523 +CS,96328687010661,gompit,80,56.75 +CS,96328687010661,gompit,85,55.669 +CS,96328687010661,gompit,90,56.071 +CS,96328687010661,gompit,95,53.475 +CS,96328687010661,gompit,100,51.576 +CS,69999717010661,gompit,0,0.0 +CS,69999769010661,gompit,0,22.292 +CS,69999769010661,gompit,5,46.263 +CS,69999769010661,gompit,10,62.454 +CS,69999769010661,gompit,15,69.695 +CS,69999769010661,gompit,20,72.755 +CS,69999769010661,gompit,25,74.848 +CS,69999769010661,gompit,30,76.737 +CS,69999769010661,gompit,35,78.662 +CS,69999769010661,gompit,40,80.034 +CS,69999769010661,gompit,45,80.449 +CS,69999769010661,gompit,50,82.459 +CS,69999769010661,gompit,55,83.694 +CS,69999769010661,gompit,60,85.535 +CS,69999769010661,gompit,65,87.109 +CS,69999769010661,gompit,70,88.659 +CS,69999769010661,gompit,75,91.974 +CS,69999769010661,gompit,80,94.059 +CS,69999769010661,gompit,85,94.87 +CS,69999769010661,gompit,90,96.858 +CS,69999769010661,gompit,95,97.234 +CS,69999769010661,gompit,100,97.865 +CS,69999591010661,gompit,0,19.518 +CS,69999591010661,gompit,5,49.052 +CS,69999591010661,gompit,10,69.449 +CS,69999591010661,gompit,15,76.41 +CS,69999591010661,gompit,20,84.587 +CS,69999591010661,gompit,25,89.514 +CS,69999591010661,gompit,30,94.783 +CS,69999591010661,gompit,35,101.822 +CS,69999591010661,gompit,40,105.39 +CS,69999591010661,gompit,45,113.177 +CS,69999591010661,gompit,50,119.688 +CS,69999591010661,gompit,55,125.229 +CS,69999591010661,gompit,60,131.195 +CS,69999591010661,gompit,65,134.616 +CS,69999591010661,gompit,70,137.72 +CS,69999591010661,gompit,75,140.916 +CS,69999591010661,gompit,80,143.18 +CS,69999591010661,gompit,85,145.652 +CS,69999591010661,gompit,90,147.462 +CS,69999591010661,gompit,95,149.425 +CS,69999591010661,gompit,100,151.187 +CS,70009592010661,gompit,0,8.998 +CS,70009592010661,gompit,5,17.814 +CS,70009592010661,gompit,10,24.714 +CS,70009592010661,gompit,15,27.592 +CS,70009592010661,gompit,20,29.343 +CS,70009592010661,gompit,25,31.606 +CS,70009592010661,gompit,30,34.483 +CS,70009592010661,gompit,35,37.931 +CS,70009592010661,gompit,40,39.744 +CS,70009592010661,gompit,45,41.179 +CS,70009592010661,gompit,50,44.976 +CS,70009592010661,gompit,55,51.118 +CS,70009592010661,gompit,60,59.382 +CS,70009592010661,gompit,65,68.958 +CS,70009592010661,gompit,70,71.076 +CS,70009592010661,gompit,75,77.338 +CS,70009592010661,gompit,80,81.727 +CS,70009592010661,gompit,85,87.154 +CS,70009592010661,gompit,90,87.848 +CS,70009592010661,gompit,95,89.935 +CS,70009592010661,gompit,100,91.08 +CS,70024858010661,gompit,0,0.0 +CS,70011364010661,gompit,0,16.931 +CS,70011364010661,gompit,5,20.814 +CS,70011364010661,gompit,10,24.56 +CS,70011364010661,gompit,15,26.272 +CS,70011364010661,gompit,20,28.948 +CS,70011364010661,gompit,25,31.111 +CS,70011364010661,gompit,30,34.998 +CS,70011364010661,gompit,35,40.321 +CS,70011364010661,gompit,40,43.692 +CS,70011364010661,gompit,45,48.355 +CS,70011364010661,gompit,50,53.939 +CS,70011364010661,gompit,55,59.017 +CS,70011364010661,gompit,60,66.019 +CS,70011364010661,gompit,65,73.79 +CS,70011364010661,gompit,70,82.577 +CS,70011364010661,gompit,75,97.654 +CS,70011364010661,gompit,80,112.957 +CS,70011364010661,gompit,85,124.507 +CS,70011364010661,gompit,90,139.368 +CS,70011364010661,gompit,95,151.369 +CS,70011364010661,gompit,100,161.845 +CS,70005379010661,gompit,0,17.653 +CS,70005379010661,gompit,5,25.896 +CS,70005379010661,gompit,10,29.364 +CS,70005379010661,gompit,15,28.757 +CS,70005379010661,gompit,20,27.815 +CS,70005379010661,gompit,25,27.499 +CS,70005379010661,gompit,30,27.256 +CS,70005379010661,gompit,35,26.045 +CS,70005379010661,gompit,40,25.024 +CS,70005379010661,gompit,45,23.427 +CS,70005379010661,gompit,50,22.399 +CS,70005379010661,gompit,55,22.604 +CS,70005379010661,gompit,60,22.371 +CS,70005379010661,gompit,65,21.424 +CS,70005379010661,gompit,70,20.46 +CS,70005379010661,gompit,75,18.993 +CS,70005379010661,gompit,80,17.428 +CS,70005379010661,gompit,85,16.248 +CS,70005379010661,gompit,90,15.236 +CS,70005379010661,gompit,95,14.3 +CS,70005379010661,gompit,100,13.137 +CS,70005688010661,gompit,0,27.076 +CS,70005688010661,gompit,5,45.292 +CS,70005688010661,gompit,10,65.709 +CS,70005688010661,gompit,15,89.082 +CS,70005688010661,gompit,20,120.216 +CS,70005688010661,gompit,25,150.375 +CS,70005688010661,gompit,30,172.211 +CS,70005688010661,gompit,35,193.821 +CS,70005688010661,gompit,40,208.513 +CS,70005688010661,gompit,45,214.32 +CS,70005688010661,gompit,50,220.294 +CS,70005688010661,gompit,55,228.474 +CS,70005688010661,gompit,60,232.012 +CS,70005688010661,gompit,65,238.429 +CS,70005688010661,gompit,70,242.179 +CS,70005688010661,gompit,75,248.428 +CS,70005688010661,gompit,80,252.145 +CS,70005688010661,gompit,85,255.694 +CS,70005688010661,gompit,90,258.86 +CS,70005688010661,gompit,95,261.492 +CS,70005688010661,gompit,100,263.958 +CS,70005762010661,gompit,0,5.447 +CS,70005762010661,gompit,5,14.673 +CS,70005762010661,gompit,10,28.903 +CS,70005762010661,gompit,15,48.88 +CS,70005762010661,gompit,20,67.216 +CS,70005762010661,gompit,25,79.797 +CS,70005762010661,gompit,30,91.445 +CS,70005762010661,gompit,35,104.281 +CS,70005762010661,gompit,40,114.984 +CS,70005762010661,gompit,45,122.702 +CS,70005762010661,gompit,50,129.774 +CS,70005762010661,gompit,55,135.641 +CS,70005762010661,gompit,60,141.732 +CS,70005762010661,gompit,65,148.363 +CS,70005762010661,gompit,70,152.871 +CS,70005762010661,gompit,75,156.393 +CS,70005762010661,gompit,80,160.886 +CS,70005762010661,gompit,85,163.574 +CS,70005762010661,gompit,90,167.526 +CS,70005762010661,gompit,95,169.296 +CS,70005762010661,gompit,100,170.579 +CS,70025171010661,gompit,0,6.029 +CS,70025171010661,gompit,5,21.62 +CS,70025171010661,gompit,10,45.363 +CS,70025171010661,gompit,15,66.154 +CS,70025171010661,gompit,20,87.258 +CS,70025171010661,gompit,25,99.926 +CS,70025171010661,gompit,30,104.572 +CS,70025171010661,gompit,35,109.226 +CS,70025171010661,gompit,40,112.908 +CS,70025171010661,gompit,45,117.216 +CS,70025171010661,gompit,50,121.063 +CS,70025171010661,gompit,55,124.811 +CS,70025171010661,gompit,60,127.922 +CS,70025171010661,gompit,65,131.06 +CS,70025171010661,gompit,70,133.725 +CS,70025171010661,gompit,75,136.766 +CS,70025171010661,gompit,80,139.583 +CS,70025171010661,gompit,85,142.138 +CS,70025171010661,gompit,90,144.184 +CS,70025171010661,gompit,95,146.431 +CS,70025171010661,gompit,100,148.095 +CS,70006279010661,gompit,0,0.0 +CS,70012246010661,gompit,0,47.906 +CS,70012246010661,gompit,5,67.386 +CS,70012246010661,gompit,10,92.784 +CS,70012246010661,gompit,15,126.876 +CS,70012246010661,gompit,20,149.565 +CS,70012246010661,gompit,25,172.725 +CS,70012246010661,gompit,30,190.056 +CS,70012246010661,gompit,35,201.262 +CS,70012246010661,gompit,40,208.357 +CS,70012246010661,gompit,45,212.746 +CS,70012246010661,gompit,50,219.213 +CS,70012246010661,gompit,55,224.374 +CS,70012246010661,gompit,60,228.724 +CS,70012246010661,gompit,65,233.66 +CS,70012246010661,gompit,70,237.459 +CS,70012246010661,gompit,75,240.829 +CS,70012246010661,gompit,80,243.655 +CS,70012246010661,gompit,85,247.501 +CS,70012246010661,gompit,90,250.7 +CS,70012246010661,gompit,95,253.498 +CS,70012246010661,gompit,100,256.636 +CS,70015821010661,gompit,0,31.727 +CS,70015821010661,gompit,5,42.031 +CS,70015821010661,gompit,10,52.587 +CS,70015821010661,gompit,15,62.424 +CS,70015821010661,gompit,20,73.612 +CS,70015821010661,gompit,25,80.68 +CS,70015821010661,gompit,30,85.747 +CS,70015821010661,gompit,35,90.504 +CS,70015821010661,gompit,40,96.164 +CS,70015821010661,gompit,45,106.806 +CS,70015821010661,gompit,50,115.561 +CS,70015821010661,gompit,55,122.01 +CS,70015821010661,gompit,60,129.12 +CS,70015821010661,gompit,65,138.012 +CS,70015821010661,gompit,70,142.72 +CS,70015821010661,gompit,75,146.142 +CS,70015821010661,gompit,80,151.236 +CS,70015821010661,gompit,85,155.296 +CS,70015821010661,gompit,90,160.478 +CS,70015821010661,gompit,95,165.79 +CS,70015821010661,gompit,100,172.245 +CS,70020282010661,gompit,0,13.98 +CS,70020282010661,gompit,5,26.844 +CS,70020282010661,gompit,10,45.58 +CS,70020282010661,gompit,15,64.705 +CS,70020282010661,gompit,20,84.263 +CS,70020282010661,gompit,25,93.949 +CS,70020282010661,gompit,30,100.711 +CS,70020282010661,gompit,35,106.479 +CS,70020282010661,gompit,40,111.754 +CS,70020282010661,gompit,45,116.311 +CS,70020282010661,gompit,50,121.061 +CS,70020282010661,gompit,55,124.82 +CS,70020282010661,gompit,60,128.581 +CS,70020282010661,gompit,65,132.022 +CS,70020282010661,gompit,70,135.501 +CS,70020282010661,gompit,75,139.594 +CS,70020282010661,gompit,80,142.74 +CS,70020282010661,gompit,85,146.462 +CS,70020282010661,gompit,90,150.1 +CS,70020282010661,gompit,95,153.89 +CS,70020282010661,gompit,100,156.763 +CS,70020974010661,gompit,0,40.363 +CS,70020974010661,gompit,5,60.03 +CS,70020974010661,gompit,10,86.839 +CS,70020974010661,gompit,15,100.572 +CS,70020974010661,gompit,20,112.341 +CS,70020974010661,gompit,25,124.225 +CS,70020974010661,gompit,30,132.022 +CS,70020974010661,gompit,35,144.099 +CS,70020974010661,gompit,40,157.313 +CS,70020974010661,gompit,45,170.661 +CS,70020974010661,gompit,50,182.3 +CS,70020974010661,gompit,55,199.379 +CS,70020974010661,gompit,60,219.027 +CS,70020974010661,gompit,65,215.659 +CS,70020974010661,gompit,70,219.829 +CS,70020974010661,gompit,75,227.745 +CS,70020974010661,gompit,80,233.57 +CS,70020974010661,gompit,85,237.913 +CS,70020974010661,gompit,90,241.508 +CS,70020974010661,gompit,95,245.312 +CS,70020974010661,gompit,100,250.329 +CS,70012908010661,gompit,0,38.942 +CS,70012908010661,gompit,5,57.422 +CS,70012908010661,gompit,10,73.984 +CS,70012908010661,gompit,15,86.301 +CS,70012908010661,gompit,20,102.583 +CS,70012908010661,gompit,25,113.603 +CS,70012908010661,gompit,30,126.384 +CS,70012908010661,gompit,35,143.757 +CS,70012908010661,gompit,40,157.152 +CS,70012908010661,gompit,45,163.289 +CS,70012908010661,gompit,50,168.842 +CS,70012908010661,gompit,55,176.034 +CS,70012908010661,gompit,60,181.69 +CS,70012908010661,gompit,65,186.83 +CS,70012908010661,gompit,70,192.869 +CS,70012908010661,gompit,75,198.929 +CS,70012908010661,gompit,80,204.167 +CS,70012908010661,gompit,85,209.745 +CS,70012908010661,gompit,90,213.223 +CS,70012908010661,gompit,95,216.327 +CS,70012908010661,gompit,100,222.012 +CS,70003692010661,gompit,0,0.0 +CS,70003767010661,gompit,0,9.457 +CS,70003767010661,gompit,5,21.509 +CS,70003767010661,gompit,10,42.35 +CS,70003767010661,gompit,15,63.551 +CS,70003767010661,gompit,20,72.197 +CS,70003767010661,gompit,25,76.559 +CS,70003767010661,gompit,30,80.564 +CS,70003767010661,gompit,35,85.709 +CS,70003767010661,gompit,40,91.436 +CS,70003767010661,gompit,45,98.585 +CS,70003767010661,gompit,50,105.549 +CS,70003767010661,gompit,55,110.816 +CS,70003767010661,gompit,60,118.993 +CS,70003767010661,gompit,65,126.604 +CS,70003767010661,gompit,70,132.026 +CS,70003767010661,gompit,75,139.822 +CS,70003767010661,gompit,80,144.677 +CS,70003767010661,gompit,85,151.391 +CS,70003767010661,gompit,90,161.034 +CS,70003767010661,gompit,95,169.2 +CS,70003767010661,gompit,100,171.857 +CS,96306637010661,gompit,0,0.0 +CS,96328621010661,gompit,0,24.01 +CS,96328621010661,gompit,5,35.849 +CS,96328621010661,gompit,10,48.75 +CS,96328621010661,gompit,15,55.116 +CS,96328621010661,gompit,20,59.758 +CS,96328621010661,gompit,25,62.319 +CS,96328621010661,gompit,30,66.487 +CS,96328621010661,gompit,35,69.78 +CS,96328621010661,gompit,40,73.523 +CS,96328621010661,gompit,45,77.612 +CS,96328621010661,gompit,50,82.32 +CS,96328621010661,gompit,55,87.013 +CS,96328621010661,gompit,60,92.538 +CS,96328621010661,gompit,65,95.443 +CS,96328621010661,gompit,70,103.417 +CS,96328621010661,gompit,75,110.026 +CS,96328621010661,gompit,80,118.121 +CS,96328621010661,gompit,85,130.965 +CS,96328621010661,gompit,90,140.416 +CS,96328621010661,gompit,95,146.699 +CS,96328621010661,gompit,100,152.125 +CS,96300458010661,gompit,0,15.026 +CS,96300458010661,gompit,5,22.626 +CS,96300458010661,gompit,10,30.818 +CS,96300458010661,gompit,15,39.499 +CS,96300458010661,gompit,20,46.689 +CS,96300458010661,gompit,25,54.297 +CS,96300458010661,gompit,30,64.191 +CS,96300458010661,gompit,35,74.258 +CS,96300458010661,gompit,40,85.085 +CS,96300458010661,gompit,45,99.076 +CS,96300458010661,gompit,50,112.914 +CS,96300458010661,gompit,55,130.783 +CS,96300458010661,gompit,60,137.052 +CS,96300458010661,gompit,65,140.74 +CS,96300458010661,gompit,70,145.116 +CS,96300458010661,gompit,75,150.627 +CS,96300458010661,gompit,80,155.458 +CS,96300458010661,gompit,85,159.533 +CS,96300458010661,gompit,90,162.838 +CS,96300458010661,gompit,95,166.629 +CS,96300458010661,gompit,100,168.706 +CS,96304666010661,gompit,0,0.0 +CS,96316156010661,gompit,0,18.498 +CS,96316156010661,gompit,5,37.987 +CS,96316156010661,gompit,10,52.459 +CS,96316156010661,gompit,15,64.356 +CS,96316156010661,gompit,20,71.526 +CS,96316156010661,gompit,25,76.523 +CS,96316156010661,gompit,30,80.773 +CS,96316156010661,gompit,35,83.364 +CS,96316156010661,gompit,40,83.55 +CS,96316156010661,gompit,45,83.02 +CS,96316156010661,gompit,50,84.037 +CS,96316156010661,gompit,55,84.796 +CS,96316156010661,gompit,60,84.169 +CS,96316156010661,gompit,65,83.488 +CS,96316156010661,gompit,70,83.754 +CS,96316156010661,gompit,75,83.633 +CS,96316156010661,gompit,80,81.103 +CS,96316156010661,gompit,85,77.892 +CS,96316156010661,gompit,90,75.966 +CS,96316156010661,gompit,95,72.241 +CS,96316156010661,gompit,100,67.943 +CS,102163207010661,gompit,0,0.0 +CS,66736163010661,gompit,0,60.688 +CS,66736163010661,gompit,5,66.764 +CS,66736163010661,gompit,10,72.449 +CS,66736163010661,gompit,15,77.71 +CS,66736163010661,gompit,20,82.905 +CS,66736163010661,gompit,25,86.136 +CS,66736163010661,gompit,30,89.755 +CS,66736163010661,gompit,35,94.385 +CS,66736163010661,gompit,40,99.927 +CS,66736163010661,gompit,45,103.278 +CS,66736163010661,gompit,50,107.44 +CS,66736163010661,gompit,55,111.791 +CS,66736163010661,gompit,60,116.749 +CS,66736163010661,gompit,65,121.392 +CS,66736163010661,gompit,70,127.979 +CS,66736163010661,gompit,75,135.053 +CS,66736163010661,gompit,80,144.893 +CS,66736163010661,gompit,85,150.921 +CS,66736163010661,gompit,90,158.214 +CS,66736163010661,gompit,95,170.36 +CS,66736163010661,gompit,100,179.18 +CS,66685612010661,gompit,0,0.0 +CS,66736737010661,gompit,0,59.896 +CS,66736737010661,gompit,5,69.454 +CS,66736737010661,gompit,10,78.254 +CS,66736737010661,gompit,15,84.509 +CS,66736737010661,gompit,20,93.81 +CS,66736737010661,gompit,25,102.757 +CS,66736737010661,gompit,30,112.47 +CS,66736737010661,gompit,35,115.308 +CS,66736737010661,gompit,40,120.436 +CS,66736737010661,gompit,45,125.922 +CS,66736737010661,gompit,50,130.418 +CS,66736737010661,gompit,55,135.487 +CS,66736737010661,gompit,60,138.715 +CS,66736737010661,gompit,65,146.041 +CS,66736737010661,gompit,70,149.196 +CS,66736737010661,gompit,75,152.048 +CS,66736737010661,gompit,80,155.453 +CS,66736737010661,gompit,85,166.55 +CS,66736737010661,gompit,90,172.217 +CS,66736737010661,gompit,95,178.497 +CS,66736737010661,gompit,100,189.371 +CS,66749367010661,gompit,0,32.953 +CS,66749367010661,gompit,5,45.973 +CS,66749367010661,gompit,10,56.199 +CS,66749367010661,gompit,15,63.897 +CS,66749367010661,gompit,20,68.149 +CS,66749367010661,gompit,25,72.916 +CS,66749367010661,gompit,30,76.776 +CS,66749367010661,gompit,35,79.692 +CS,66749367010661,gompit,40,82.886 +CS,66749367010661,gompit,45,85.647 +CS,66749367010661,gompit,50,91.554 +CS,66749367010661,gompit,55,97.811 +CS,66749367010661,gompit,60,108.031 +CS,66749367010661,gompit,65,119.959 +CS,66749367010661,gompit,70,128.635 +CS,66749367010661,gompit,75,135.103 +CS,66749367010661,gompit,80,137.937 +CS,66749367010661,gompit,85,140.651 +CS,66749367010661,gompit,90,143.816 +CS,66749367010661,gompit,95,146.384 +CS,66749367010661,gompit,100,149.135 +CS,66987205010661,gompit,0,0.0 +CS,66995342010661,gompit,0,22.477 +CS,66995342010661,gompit,5,43.976 +CS,66995342010661,gompit,10,59.569 +CS,66995342010661,gompit,15,73.559 +CS,66995342010661,gompit,20,84.038 +CS,66995342010661,gompit,25,95.803 +CS,66995342010661,gompit,30,109.19 +CS,66995342010661,gompit,35,119.734 +CS,66995342010661,gompit,40,126.171 +CS,66995342010661,gompit,45,130.683 +CS,66995342010661,gompit,50,133.963 +CS,66995342010661,gompit,55,137.349 +CS,66995342010661,gompit,60,141.127 +CS,66995342010661,gompit,65,143.981 +CS,66995342010661,gompit,70,147.479 +CS,66995342010661,gompit,75,150.43 +CS,66995342010661,gompit,80,153.541 +CS,66995342010661,gompit,85,158.126 +CS,66995342010661,gompit,90,161.743 +CS,66995342010661,gompit,95,164.48 +CS,66995342010661,gompit,100,167.751 +CS,66960158010661,gompit,0,5.33 +CS,66960158010661,gompit,5,10.533 +CS,66960158010661,gompit,10,17.048 +CS,66960158010661,gompit,15,24.234 +CS,66960158010661,gompit,20,33.92 +CS,66960158010661,gompit,25,43.998 +CS,66960158010661,gompit,30,53.638 +CS,66960158010661,gompit,35,62.593 +CS,66960158010661,gompit,40,76.765 +CS,66960158010661,gompit,45,90.142 +CS,66960158010661,gompit,50,102.711 +CS,66960158010661,gompit,55,115.095 +CS,66960158010661,gompit,60,132.323 +CS,66960158010661,gompit,65,137.783 +CS,66960158010661,gompit,70,142.892 +CS,66960158010661,gompit,75,146.481 +CS,66960158010661,gompit,80,151.083 +CS,66960158010661,gompit,85,156.682 +CS,66960158010661,gompit,90,159.699 +CS,66960158010661,gompit,95,163.546 +CS,66960158010661,gompit,100,166.622 +CS,96306213010661,gompit,0,0.0 +CS,96299561010661,gompit,0,42.154 +CS,96299561010661,gompit,5,39.93 +CS,96299561010661,gompit,10,35.734 +CS,96299561010661,gompit,15,31.37 +CS,96299561010661,gompit,20,29.183 +CS,96299561010661,gompit,25,25.222 +CS,96299561010661,gompit,30,22.25 +CS,96299561010661,gompit,35,19.384 +CS,96299561010661,gompit,40,16.896 +CS,96299561010661,gompit,45,14.115 +CS,96299561010661,gompit,50,12.041 +CS,96299561010661,gompit,55,9.981 +CS,96299561010661,gompit,60,8.495 +CS,96299561010661,gompit,65,7.069 +CS,96299561010661,gompit,70,5.785 +CS,96299561010661,gompit,75,4.673 +CS,96299561010661,gompit,80,3.749 +CS,96299561010661,gompit,85,2.991 +CS,96299561010661,gompit,90,2.37 +CS,96299561010661,gompit,95,1.873 +CS,96299561010661,gompit,100,1.464 +CS,96325393010661,gompit,0,0.0 +CS,96297591010661,gompit,0,0.0 +CS,96304701010661,gompit,0,1.967 +CS,96304701010661,gompit,5,8.42 +CS,96304701010661,gompit,10,20.413 +CS,96304701010661,gompit,15,36.227 +CS,96304701010661,gompit,20,43.989 +CS,96304701010661,gompit,25,46.738 +CS,96304701010661,gompit,30,49.028 +CS,96304701010661,gompit,35,49.986 +CS,96304701010661,gompit,40,49.747 +CS,96304701010661,gompit,45,49.886 +CS,96304701010661,gompit,50,49.139 +CS,96304701010661,gompit,55,49.586 +CS,96304701010661,gompit,60,49.754 +CS,96304701010661,gompit,65,49.705 +CS,96304701010661,gompit,70,50.628 +CS,96304701010661,gompit,75,50.42 +CS,96304701010661,gompit,80,49.846 +CS,96304701010661,gompit,85,48.625 +CS,96304701010661,gompit,90,48.023 +CS,96304701010661,gompit,95,48.258 +CS,96304701010661,gompit,100,47.269 +CS,96305818010661,gompit,0,28.246 +CS,96305818010661,gompit,5,51.101 +CS,96305818010661,gompit,10,62.669 +CS,96305818010661,gompit,15,65.752 +CS,96305818010661,gompit,20,69.902 +CS,96305818010661,gompit,25,72.862 +CS,96305818010661,gompit,30,71.92 +CS,96305818010661,gompit,35,72.748 +CS,96305818010661,gompit,40,71.402 +CS,96305818010661,gompit,45,71.307 +CS,96305818010661,gompit,50,68.958 +CS,96305818010661,gompit,55,68.971 +CS,96305818010661,gompit,60,69.137 +CS,96305818010661,gompit,65,69.564 +CS,96305818010661,gompit,70,68.95 +CS,96305818010661,gompit,75,68.282 +CS,96305818010661,gompit,80,69.842 +CS,96305818010661,gompit,85,68.781 +CS,96305818010661,gompit,90,68.398 +CS,96305818010661,gompit,95,69.04 +CS,96305818010661,gompit,100,67.146 +CS,66659109010661,gompit,0,53.302 +CS,66659109010661,gompit,5,70.031 +CS,66659109010661,gompit,10,82.538 +CS,66659109010661,gompit,15,91.395 +CS,66659109010661,gompit,20,95.872 +CS,66659109010661,gompit,25,99.661 +CS,66659109010661,gompit,30,100.472 +CS,66659109010661,gompit,35,99.721 +CS,66659109010661,gompit,40,97.956 +CS,66659109010661,gompit,45,98.561 +CS,66659109010661,gompit,50,98.027 +CS,66659109010661,gompit,55,96.248 +CS,66659109010661,gompit,60,95.866 +CS,66659109010661,gompit,65,96.925 +CS,66659109010661,gompit,70,97.07 +CS,66659109010661,gompit,75,97.012 +CS,66659109010661,gompit,80,98.954 +CS,66659109010661,gompit,85,100.563 +CS,66659109010661,gompit,90,101.539 +CS,66659109010661,gompit,95,102.2 +CS,66659109010661,gompit,100,105.932 +CS,815151450290487,gompit,0,0.008 +CS,815151450290487,gompit,5,0.023 +CS,815151450290487,gompit,10,0.05 +CS,815151450290487,gompit,15,0.088 +CS,815151450290487,gompit,20,0.137 +CS,815151450290487,gompit,25,0.196 +CS,815151450290487,gompit,30,0.275 +CS,815151450290487,gompit,35,0.406 +CS,815151450290487,gompit,40,0.496 +CS,815151450290487,gompit,45,0.651 +CS,815151450290487,gompit,50,0.829 +CS,815151450290487,gompit,55,0.982 +CS,815151450290487,gompit,60,1.161 +CS,815151450290487,gompit,65,1.339 +CS,815151450290487,gompit,70,1.652 +CS,815151450290487,gompit,75,1.81 +CS,815151450290487,gompit,80,1.999 +CS,815151450290487,gompit,85,2.193 +CS,815151450290487,gompit,90,2.389 +CS,815151450290487,gompit,95,2.573 +CS,815151450290487,gompit,100,2.73 +CS,815151544290487,gompit,0,0.245 +CS,815151544290487,gompit,5,0.383 +CS,815151544290487,gompit,10,0.562 +CS,815151544290487,gompit,15,0.76 +CS,815151544290487,gompit,20,1.049 +CS,815151544290487,gompit,25,1.375 +CS,815151544290487,gompit,30,1.829 +CS,815151544290487,gompit,35,2.238 +CS,815151544290487,gompit,40,2.84 +CS,815151544290487,gompit,45,3.409 +CS,815151544290487,gompit,50,3.985 +CS,815151544290487,gompit,55,4.755 +CS,815151544290487,gompit,60,5.399 +CS,815151544290487,gompit,65,5.98 +CS,815151544290487,gompit,70,6.644 +CS,815151544290487,gompit,75,7.171 +CS,815151544290487,gompit,80,7.809 +CS,815151544290487,gompit,85,8.654 +CS,815151544290487,gompit,90,9.289 +CS,815151544290487,gompit,95,9.934 +CS,815151544290487,gompit,100,10.702 +CS,815151548290487,gompit,0,0.172 +CS,815151548290487,gompit,5,0.291 +CS,815151548290487,gompit,10,0.424 +CS,815151548290487,gompit,15,0.532 +CS,815151548290487,gompit,20,0.62 +CS,815151548290487,gompit,25,0.658 +CS,815151548290487,gompit,30,0.698 +CS,815151548290487,gompit,35,0.724 +CS,815151548290487,gompit,40,0.733 +CS,815151548290487,gompit,45,0.729 +CS,815151548290487,gompit,50,0.763 +CS,815151548290487,gompit,55,0.783 +CS,815151548290487,gompit,60,0.808 +CS,815151548290487,gompit,65,0.816 +CS,815151548290487,gompit,70,0.819 +CS,815151548290487,gompit,75,0.816 +CS,815151548290487,gompit,80,0.815 +CS,815151548290487,gompit,85,0.788 +CS,815151548290487,gompit,90,0.773 +CS,815151548290487,gompit,95,0.784 +CS,815151548290487,gompit,100,0.768 +CS,815150655290487,gompit,0,0.065 +CS,815150655290487,gompit,5,0.133 +CS,815150655290487,gompit,10,0.22 +CS,815150655290487,gompit,15,0.292 +CS,815150655290487,gompit,20,0.393 +CS,815150655290487,gompit,25,0.476 +CS,815150655290487,gompit,30,0.58 +CS,815150655290487,gompit,35,0.698 +CS,815150655290487,gompit,40,0.846 +CS,815150655290487,gompit,45,0.967 +CS,815150655290487,gompit,50,1.174 +CS,815150655290487,gompit,55,1.369 +CS,815150655290487,gompit,60,1.658 +CS,815150655290487,gompit,65,2.022 +CS,815150655290487,gompit,70,2.325 +CS,815150655290487,gompit,75,2.647 +CS,815150655290487,gompit,80,3.143 +CS,815150655290487,gompit,85,3.67 +CS,815150655290487,gompit,90,4.252 +CS,815150655290487,gompit,95,4.778 +CS,815150655290487,gompit,100,5.424 +CS,815150996290487,gompit,0,0.0 +CS,815151006290487,gompit,0,0.0 +CS,815151059290487,gompit,0,0.403 +CS,815151059290487,gompit,5,0.946 +CS,815151059290487,gompit,10,1.62 +CS,815151059290487,gompit,15,2.151 +CS,815151059290487,gompit,20,2.619 +CS,815151059290487,gompit,25,3.071 +CS,815151059290487,gompit,30,3.594 +CS,815151059290487,gompit,35,4.152 +CS,815151059290487,gompit,40,4.77 +CS,815151059290487,gompit,45,5.429 +CS,815151059290487,gompit,50,5.954 +CS,815151059290487,gompit,55,6.704 +CS,815151059290487,gompit,60,7.43 +CS,815151059290487,gompit,65,8.093 +CS,815151059290487,gompit,70,8.819 +CS,815151059290487,gompit,75,9.661 +CS,815151059290487,gompit,80,10.356 +CS,815151059290487,gompit,85,11.142 +CS,815151059290487,gompit,90,11.959 +CS,815151059290487,gompit,95,12.675 +CS,815151059290487,gompit,100,13.701 +CS,815151357290487,gompit,0,0.58 +CS,815151357290487,gompit,5,1.029 +CS,815151357290487,gompit,10,1.564 +CS,815151357290487,gompit,15,1.969 +CS,815151357290487,gompit,20,2.406 +CS,815151357290487,gompit,25,2.936 +CS,815151357290487,gompit,30,3.488 +CS,815151357290487,gompit,35,4.351 +CS,815151357290487,gompit,40,5.266 +CS,815151357290487,gompit,45,6.506 +CS,815151357290487,gompit,50,7.805 +CS,815151357290487,gompit,55,9.526 +CS,815151357290487,gompit,60,11.237 +CS,815151357290487,gompit,65,12.821 +CS,815151357290487,gompit,70,14.637 +CS,815151357290487,gompit,75,16.54 +CS,815151357290487,gompit,80,18.292 +CS,815151357290487,gompit,85,20.128 +CS,815151357290487,gompit,90,22.135 +CS,815151357290487,gompit,95,24.161 +CS,815151357290487,gompit,100,26.098 +CS,815151376290487,gompit,0,0.144 +CS,815151376290487,gompit,5,0.331 +CS,815151376290487,gompit,10,0.639 +CS,815151376290487,gompit,15,1.033 +CS,815151376290487,gompit,20,1.474 +CS,815151376290487,gompit,25,1.969 +CS,815151376290487,gompit,30,2.51 +CS,815151376290487,gompit,35,2.986 +CS,815151376290487,gompit,40,3.688 +CS,815151376290487,gompit,45,4.495 +CS,815151376290487,gompit,50,5.314 +CS,815151376290487,gompit,55,6.077 +CS,815151376290487,gompit,60,7.281 +CS,815151376290487,gompit,65,8.323 +CS,815151376290487,gompit,70,9.512 +CS,815151376290487,gompit,75,10.797 +CS,815151376290487,gompit,80,12.086 +CS,815151376290487,gompit,85,13.419 +CS,815151376290487,gompit,90,14.57 +CS,815151376290487,gompit,95,16.048 +CS,815151376290487,gompit,100,17.65 +CS,815151389290487,gompit,0,0.0 +CS,815151415290487,gompit,0,0.034 +CS,815151415290487,gompit,5,0.089 +CS,815151415290487,gompit,10,0.156 +CS,815151415290487,gompit,15,0.214 +CS,815151415290487,gompit,20,0.239 +CS,815151415290487,gompit,25,0.253 +CS,815151415290487,gompit,30,0.253 +CS,815151415290487,gompit,35,0.25 +CS,815151415290487,gompit,40,0.244 +CS,815151415290487,gompit,45,0.247 +CS,815151415290487,gompit,50,0.235 +CS,815151415290487,gompit,55,0.24 +CS,815151415290487,gompit,60,0.287 +CS,815151415290487,gompit,65,0.35 +CS,815151415290487,gompit,70,0.45 +CS,815151415290487,gompit,75,0.579 +CS,815151415290487,gompit,80,0.692 +CS,815151415290487,gompit,85,0.827 +CS,815151415290487,gompit,90,1.022 +CS,815151415290487,gompit,95,1.252 +CS,815151415290487,gompit,100,1.474 +CS,815151458290487,gompit,0,0.036 +CS,815151458290487,gompit,5,0.131 +CS,815151458290487,gompit,10,0.263 +CS,815151458290487,gompit,15,0.264 +CS,815151458290487,gompit,20,0.277 +CS,815151458290487,gompit,25,0.288 +CS,815151458290487,gompit,30,0.285 +CS,815151458290487,gompit,35,0.279 +CS,815151458290487,gompit,40,0.275 +CS,815151458290487,gompit,45,0.261 +CS,815151458290487,gompit,50,0.252 +CS,815151458290487,gompit,55,0.231 +CS,815151458290487,gompit,60,0.255 +CS,815151458290487,gompit,65,0.281 +CS,815151458290487,gompit,70,0.315 +CS,815151458290487,gompit,75,0.339 +CS,815151458290487,gompit,80,0.365 +CS,815151458290487,gompit,85,0.395 +CS,815151458290487,gompit,90,0.417 +CS,815151458290487,gompit,95,0.44 +CS,815151458290487,gompit,100,0.467 +CS,815151515290487,gompit,0,0.05 +CS,815151515290487,gompit,5,0.116 +CS,815151515290487,gompit,10,0.219 +CS,815151515290487,gompit,15,0.346 +CS,815151515290487,gompit,20,0.499 +CS,815151515290487,gompit,25,0.749 +CS,815151515290487,gompit,30,1.077 +CS,815151515290487,gompit,35,1.468 +CS,815151515290487,gompit,40,1.986 +CS,815151515290487,gompit,45,2.374 +CS,815151515290487,gompit,50,3.021 +CS,815151515290487,gompit,55,3.434 +CS,815151515290487,gompit,60,3.966 +CS,815151515290487,gompit,65,4.762 +CS,815151515290487,gompit,70,5.588 +CS,815151515290487,gompit,75,6.224 +CS,815151515290487,gompit,80,6.866 +CS,815151515290487,gompit,85,7.626 +CS,815151515290487,gompit,90,8.517 +CS,815151515290487,gompit,95,9.033 +CS,815151515290487,gompit,100,9.675 +CS,815151531290487,gompit,0,0.095 +CS,815151531290487,gompit,5,0.304 +CS,815151531290487,gompit,10,0.741 +CS,815151531290487,gompit,15,1.439 +CS,815151531290487,gompit,20,2.019 +CS,815151531290487,gompit,25,2.569 +CS,815151531290487,gompit,30,3.087 +CS,815151531290487,gompit,35,3.89 +CS,815151531290487,gompit,40,4.758 +CS,815151531290487,gompit,45,6.04 +CS,815151531290487,gompit,50,7.367 +CS,815151531290487,gompit,55,9.056 +CS,815151531290487,gompit,60,11.007 +CS,815151531290487,gompit,65,13.418 +CS,815151531290487,gompit,70,16.044 +CS,815151531290487,gompit,75,18.98 +CS,815151531290487,gompit,80,22.109 +CS,815151531290487,gompit,85,24.973 +CS,815151531290487,gompit,90,28.613 +CS,815151531290487,gompit,95,32.531 +CS,815151531290487,gompit,100,37.83 +CS,815151099290487,gompit,0,0.011 +CS,815151099290487,gompit,5,0.043 +CS,815151099290487,gompit,10,0.099 +CS,815151099290487,gompit,15,0.196 +CS,815151099290487,gompit,20,0.327 +CS,815151099290487,gompit,25,0.47 +CS,815151099290487,gompit,30,0.646 +CS,815151099290487,gompit,35,0.845 +CS,815151099290487,gompit,40,1.049 +CS,815151099290487,gompit,45,1.297 +CS,815151099290487,gompit,50,1.615 +CS,815151099290487,gompit,55,1.989 +CS,815151099290487,gompit,60,2.477 +CS,815151099290487,gompit,65,2.954 +CS,815151099290487,gompit,70,3.398 +CS,815151099290487,gompit,75,4.045 +CS,815151099290487,gompit,80,4.81 +CS,815151099290487,gompit,85,5.447 +CS,815151099290487,gompit,90,6.28 +CS,815151099290487,gompit,95,7.073 +CS,815151099290487,gompit,100,7.773 +CS,815151118290487,gompit,0,0.0 +CS,815151117290487,gompit,0,0.108 +CS,815151117290487,gompit,5,0.183 +CS,815151117290487,gompit,10,0.244 +CS,815151117290487,gompit,15,0.303 +CS,815151117290487,gompit,20,0.367 +CS,815151117290487,gompit,25,0.45 +CS,815151117290487,gompit,30,0.556 +CS,815151117290487,gompit,35,0.631 +CS,815151117290487,gompit,40,0.735 +CS,815151117290487,gompit,45,0.865 +CS,815151117290487,gompit,50,0.988 +CS,815151117290487,gompit,55,1.153 +CS,815151117290487,gompit,60,1.338 +CS,815151117290487,gompit,65,1.546 +CS,815151117290487,gompit,70,1.875 +CS,815151117290487,gompit,75,2.204 +CS,815151117290487,gompit,80,2.465 +CS,815151117290487,gompit,85,2.777 +CS,815151117290487,gompit,90,3.039 +CS,815151117290487,gompit,95,3.355 +CS,815151117290487,gompit,100,3.58 +CS,815151263290487,gompit,0,0.232 +CS,815151263290487,gompit,5,0.514 +CS,815151263290487,gompit,10,0.851 +CS,815151263290487,gompit,15,1.203 +CS,815151263290487,gompit,20,1.606 +CS,815151263290487,gompit,25,2.126 +CS,815151263290487,gompit,30,2.827 +CS,815151263290487,gompit,35,3.352 +CS,815151263290487,gompit,40,3.973 +CS,815151263290487,gompit,45,4.569 +CS,815151263290487,gompit,50,5.212 +CS,815151263290487,gompit,55,5.809 +CS,815151263290487,gompit,60,6.495 +CS,815151263290487,gompit,65,6.894 +CS,815151263290487,gompit,70,7.394 +CS,815151263290487,gompit,75,7.918 +CS,815151263290487,gompit,80,8.371 +CS,815151263290487,gompit,85,8.886 +CS,815151263290487,gompit,90,9.348 +CS,815151263290487,gompit,95,9.845 +CS,815151263290487,gompit,100,10.418 +CS,815151285290487,gompit,0,0.0 +CS,815151305290487,gompit,0,0.0 +CS,815151390290487,gompit,0,0.164 +CS,815151390290487,gompit,5,0.523 +CS,815151390290487,gompit,10,1.22 +CS,815151390290487,gompit,15,2.047 +CS,815151390290487,gompit,20,2.793 +CS,815151390290487,gompit,25,3.572 +CS,815151390290487,gompit,30,4.438 +CS,815151390290487,gompit,35,5.306 +CS,815151390290487,gompit,40,6.203 +CS,815151390290487,gompit,45,7.294 +CS,815151390290487,gompit,50,8.449 +CS,815151390290487,gompit,55,9.714 +CS,815151390290487,gompit,60,11.327 +CS,815151390290487,gompit,65,12.669 +CS,815151390290487,gompit,70,14.287 +CS,815151390290487,gompit,75,15.754 +CS,815151390290487,gompit,80,17.353 +CS,815151390290487,gompit,85,19.01 +CS,815151390290487,gompit,90,20.612 +CS,815151390290487,gompit,95,22.473 +CS,815151390290487,gompit,100,24.753 +CS,815151391290487,gompit,0,0.174 +CS,815151391290487,gompit,5,0.239 +CS,815151391290487,gompit,10,0.292 +CS,815151391290487,gompit,15,0.365 +CS,815151391290487,gompit,20,0.435 +CS,815151391290487,gompit,25,0.509 +CS,815151391290487,gompit,30,0.623 +CS,815151391290487,gompit,35,0.703 +CS,815151391290487,gompit,40,0.811 +CS,815151391290487,gompit,45,0.941 +CS,815151391290487,gompit,50,1.085 +CS,815151391290487,gompit,55,1.179 +CS,815151391290487,gompit,60,1.274 +CS,815151391290487,gompit,65,1.427 +CS,815151391290487,gompit,70,1.645 +CS,815151391290487,gompit,75,1.803 +CS,815151391290487,gompit,80,1.953 +CS,815151391290487,gompit,85,2.127 +CS,815151391290487,gompit,90,2.272 +CS,815151391290487,gompit,95,2.395 +CS,815151391290487,gompit,100,2.488 +CS,815151407290487,gompit,0,0.132 +CS,815151407290487,gompit,5,0.265 +CS,815151407290487,gompit,10,0.48 +CS,815151407290487,gompit,15,0.734 +CS,815151407290487,gompit,20,1.182 +CS,815151407290487,gompit,25,1.726 +CS,815151407290487,gompit,30,2.477 +CS,815151407290487,gompit,35,3.464 +CS,815151407290487,gompit,40,4.586 +CS,815151407290487,gompit,45,5.636 +CS,815151407290487,gompit,50,6.738 +CS,815151407290487,gompit,55,7.898 +CS,815151407290487,gompit,60,9.266 +CS,815151407290487,gompit,65,10.43 +CS,815151407290487,gompit,70,11.815 +CS,815151407290487,gompit,75,13.075 +CS,815151407290487,gompit,80,14.416 +CS,815151407290487,gompit,85,15.897 +CS,815151407290487,gompit,90,17.389 +CS,815151407290487,gompit,95,18.711 +CS,815151407290487,gompit,100,19.789 +CS,815151410290487,gompit,0,0.134 +CS,815151410290487,gompit,5,0.224 +CS,815151410290487,gompit,10,0.336 +CS,815151410290487,gompit,15,0.502 +CS,815151410290487,gompit,20,0.692 +CS,815151410290487,gompit,25,0.995 +CS,815151410290487,gompit,30,1.418 +CS,815151410290487,gompit,35,1.871 +CS,815151410290487,gompit,40,2.373 +CS,815151410290487,gompit,45,2.85 +CS,815151410290487,gompit,50,3.359 +CS,815151410290487,gompit,55,4.005 +CS,815151410290487,gompit,60,4.703 +CS,815151410290487,gompit,65,5.425 +CS,815151410290487,gompit,70,6.166 +CS,815151410290487,gompit,75,6.869 +CS,815151410290487,gompit,80,7.54 +CS,815151410290487,gompit,85,8.326 +CS,815151410290487,gompit,90,8.993 +CS,815151410290487,gompit,95,9.604 +CS,815151410290487,gompit,100,10.164 +CS,102490686010661,gompit,0,0.011 +CS,102490686010661,gompit,5,0.045 +CS,102490686010661,gompit,10,0.091 +CS,102490686010661,gompit,15,0.14 +CS,102490686010661,gompit,20,0.184 +CS,102490686010661,gompit,25,0.22 +CS,102490686010661,gompit,30,0.285 +CS,102490686010661,gompit,35,0.372 +CS,102490686010661,gompit,40,0.407 +CS,102490686010661,gompit,45,0.458 +CS,102490686010661,gompit,50,0.531 +CS,102490686010661,gompit,55,0.563 +CS,102490686010661,gompit,60,0.597 +CS,102490686010661,gompit,65,0.663 +CS,102490686010661,gompit,70,0.723 +CS,102490686010661,gompit,75,0.792 +CS,102490686010661,gompit,80,0.856 +CS,102490686010661,gompit,85,1.04 +CS,102490686010661,gompit,90,1.212 +CS,102490686010661,gompit,95,1.556 +CS,102490686010661,gompit,100,1.9 +CS,102490110010661,gompit,0,0.087 +CS,102490110010661,gompit,5,0.207 +CS,102490110010661,gompit,10,0.404 +CS,102490110010661,gompit,15,0.659 +CS,102490110010661,gompit,20,0.926 +CS,102490110010661,gompit,25,1.201 +CS,102490110010661,gompit,30,1.495 +CS,102490110010661,gompit,35,1.826 +CS,102490110010661,gompit,40,2.158 +CS,102490110010661,gompit,45,2.622 +CS,102490110010661,gompit,50,3.274 +CS,102490110010661,gompit,55,3.894 +CS,102490110010661,gompit,60,4.76 +CS,102490110010661,gompit,65,5.717 +CS,102490110010661,gompit,70,6.541 +CS,102490110010661,gompit,75,7.588 +CS,102490110010661,gompit,80,8.452 +CS,102490110010661,gompit,85,9.439 +CS,102490110010661,gompit,90,10.372 +CS,102490110010661,gompit,95,11.391 +CS,102490110010661,gompit,100,12.41 +CS,102491247010661,gompit,0,0.055 +CS,102491247010661,gompit,5,0.13 +CS,102491247010661,gompit,10,0.254 +CS,102491247010661,gompit,15,0.434 +CS,102491247010661,gompit,20,0.59 +CS,102491247010661,gompit,25,0.675 +CS,102491247010661,gompit,30,0.776 +CS,102491247010661,gompit,35,0.928 +CS,102491247010661,gompit,40,1.079 +CS,102491247010661,gompit,45,1.255 +CS,102491247010661,gompit,50,1.431 +CS,102491247010661,gompit,55,1.574 +CS,102491247010661,gompit,60,1.779 +CS,102491247010661,gompit,65,2.001 +CS,102491247010661,gompit,70,2.256 +CS,102491247010661,gompit,75,2.437 +CS,102491247010661,gompit,80,2.7 +CS,102491247010661,gompit,85,2.961 +CS,102491247010661,gompit,90,3.168 +CS,102491247010661,gompit,95,3.495 +CS,102491247010661,gompit,100,3.943 +CS,102489882010661,gompit,0,0.418 +CS,102489882010661,gompit,5,0.858 +CS,102489882010661,gompit,10,1.407 +CS,102489882010661,gompit,15,1.821 +CS,102489882010661,gompit,20,2.07 +CS,102489882010661,gompit,25,2.273 +CS,102489882010661,gompit,30,2.49 +CS,102489882010661,gompit,35,2.763 +CS,102489882010661,gompit,40,3.088 +CS,102489882010661,gompit,45,3.446 +CS,102489882010661,gompit,50,3.669 +CS,102489882010661,gompit,55,3.918 +CS,102489882010661,gompit,60,4.188 +CS,102489882010661,gompit,65,4.572 +CS,102489882010661,gompit,70,4.924 +CS,102489882010661,gompit,75,5.225 +CS,102489882010661,gompit,80,5.804 +CS,102489882010661,gompit,85,6.108 +CS,102489882010661,gompit,90,6.423 +CS,102489882010661,gompit,95,6.896 +CS,102489882010661,gompit,100,7.47 +CS,102490602010661,gompit,0,0.028 +CS,102490602010661,gompit,5,0.083 +CS,102490602010661,gompit,10,0.178 +CS,102490602010661,gompit,15,0.325 +CS,102490602010661,gompit,20,0.454 +CS,102490602010661,gompit,25,0.574 +CS,102490602010661,gompit,30,0.699 +CS,102490602010661,gompit,35,0.799 +CS,102490602010661,gompit,40,0.916 +CS,102490602010661,gompit,45,1.11 +CS,102490602010661,gompit,50,1.36 +CS,102490602010661,gompit,55,1.682 +CS,102490602010661,gompit,60,2.055 +CS,102490602010661,gompit,65,2.303 +CS,102490602010661,gompit,70,2.643 +CS,102490602010661,gompit,75,2.961 +CS,102490602010661,gompit,80,3.348 +CS,102490602010661,gompit,85,3.628 +CS,102490602010661,gompit,90,3.909 +CS,102490602010661,gompit,95,4.161 +CS,102490602010661,gompit,100,4.474 +CS,171133152020004,gompit,0,0.366 +CS,171133152020004,gompit,5,0.74 +CS,171133152020004,gompit,10,1.046 +CS,171133152020004,gompit,15,1.337 +CS,171133152020004,gompit,20,1.601 +CS,171133152020004,gompit,25,1.854 +CS,171133152020004,gompit,30,2.035 +CS,171133152020004,gompit,35,2.234 +CS,171133152020004,gompit,40,2.566 +CS,171133152020004,gompit,45,2.906 +CS,171133152020004,gompit,50,3.428 +CS,171133152020004,gompit,55,3.746 +CS,171133152020004,gompit,60,4.302 +CS,171133152020004,gompit,65,4.726 +CS,171133152020004,gompit,70,5.267 +CS,171133152020004,gompit,75,5.924 +CS,171133152020004,gompit,80,6.858 +CS,171133152020004,gompit,85,7.976 +CS,171133152020004,gompit,90,9.203 +CS,171133152020004,gompit,95,10.688 +CS,171133152020004,gompit,100,12.507 +CS,171133153020004,gompit,0,0.174 +CS,171133153020004,gompit,5,0.235 +CS,171133153020004,gompit,10,0.286 +CS,171133153020004,gompit,15,0.335 +CS,171133153020004,gompit,20,0.395 +CS,171133153020004,gompit,25,0.464 +CS,171133153020004,gompit,30,0.515 +CS,171133153020004,gompit,35,0.577 +CS,171133153020004,gompit,40,0.647 +CS,171133153020004,gompit,45,0.707 +CS,171133153020004,gompit,50,0.779 +CS,171133153020004,gompit,55,0.854 +CS,171133153020004,gompit,60,0.927 +CS,171133153020004,gompit,65,1.042 +CS,171133153020004,gompit,70,1.142 +CS,171133153020004,gompit,75,1.221 +CS,171133153020004,gompit,80,1.308 +CS,171133153020004,gompit,85,1.377 +CS,171133153020004,gompit,90,1.455 +CS,171133153020004,gompit,95,1.504 +CS,171133153020004,gompit,100,1.558 +CS,171133178020004,gompit,0,0.51 +CS,171133178020004,gompit,5,0.951 +CS,171133178020004,gompit,10,1.374 +CS,171133178020004,gompit,15,1.837 +CS,171133178020004,gompit,20,2.341 +CS,171133178020004,gompit,25,3.045 +CS,171133178020004,gompit,30,3.946 +CS,171133178020004,gompit,35,5.071 +CS,171133178020004,gompit,40,6.148 +CS,171133178020004,gompit,45,7.578 +CS,171133178020004,gompit,50,9.0 +CS,171133178020004,gompit,55,10.748 +CS,171133178020004,gompit,60,12.888 +CS,171133178020004,gompit,65,14.852 +CS,171133178020004,gompit,70,17.243 +CS,171133178020004,gompit,75,19.157 +CS,171133178020004,gompit,80,21.292 +CS,171133178020004,gompit,85,23.24 +CS,171133178020004,gompit,90,25.553 +CS,171133178020004,gompit,95,27.522 +CS,171133178020004,gompit,100,29.639 +CS,171133223020004,gompit,0,0.0 +CS,171133264020004,gompit,0,0.683 +CS,171133264020004,gompit,5,0.92 +CS,171133264020004,gompit,10,1.114 +CS,171133264020004,gompit,15,1.309 +CS,171133264020004,gompit,20,1.541 +CS,171133264020004,gompit,25,1.755 +CS,171133264020004,gompit,30,1.94 +CS,171133264020004,gompit,35,2.213 +CS,171133264020004,gompit,40,2.356 +CS,171133264020004,gompit,45,2.565 +CS,171133264020004,gompit,50,2.831 +CS,171133264020004,gompit,55,2.914 +CS,171133264020004,gompit,60,3.009 +CS,171133264020004,gompit,65,3.067 +CS,171133264020004,gompit,70,3.157 +CS,171133264020004,gompit,75,3.291 +CS,171133264020004,gompit,80,3.332 +CS,171133264020004,gompit,85,3.336 +CS,171133264020004,gompit,90,3.344 +CS,171133264020004,gompit,95,3.376 +CS,171133264020004,gompit,100,3.424 +CS,171133454020004,gompit,0,0.222 +CS,171133454020004,gompit,5,0.55 +CS,171133454020004,gompit,10,0.813 +CS,171133454020004,gompit,15,1.074 +CS,171133454020004,gompit,20,1.377 +CS,171133454020004,gompit,25,1.619 +CS,171133454020004,gompit,30,1.856 +CS,171133454020004,gompit,35,2.101 +CS,171133454020004,gompit,40,2.278 +CS,171133454020004,gompit,45,2.47 +CS,171133454020004,gompit,50,2.682 +CS,171133454020004,gompit,55,2.83 +CS,171133454020004,gompit,60,3.104 +CS,171133454020004,gompit,65,3.333 +CS,171133454020004,gompit,70,3.579 +CS,171133454020004,gompit,75,3.833 +CS,171133454020004,gompit,80,4.071 +CS,171133454020004,gompit,85,4.323 +CS,171133454020004,gompit,90,4.711 +CS,171133454020004,gompit,95,4.936 +CS,171133454020004,gompit,100,5.146 +CS,102163405010661,gompit,0,0.014 +CS,102163405010661,gompit,5,0.048 +CS,102163405010661,gompit,10,0.111 +CS,102163405010661,gompit,15,0.213 +CS,102163405010661,gompit,20,0.339 +CS,102163405010661,gompit,25,0.485 +CS,102163405010661,gompit,30,0.64 +CS,102163405010661,gompit,35,0.86 +CS,102163405010661,gompit,40,1.098 +CS,102163405010661,gompit,45,1.44 +CS,102163405010661,gompit,50,1.757 +CS,102163405010661,gompit,55,2.124 +CS,102163405010661,gompit,60,2.55 +CS,102163405010661,gompit,65,3.057 +CS,102163405010661,gompit,70,3.484 +CS,102163405010661,gompit,75,3.998 +CS,102163405010661,gompit,80,4.78 +CS,102163405010661,gompit,85,5.427 +CS,102163405010661,gompit,90,6.138 +CS,102163405010661,gompit,95,6.795 +CS,102163405010661,gompit,100,7.47 +CS,102163663010661,gompit,0,0.017 +CS,102163663010661,gompit,5,0.065 +CS,102163663010661,gompit,10,0.131 +CS,102163663010661,gompit,15,0.22 +CS,102163663010661,gompit,20,0.279 +CS,102163663010661,gompit,25,0.341 +CS,102163663010661,gompit,30,0.417 +CS,102163663010661,gompit,35,0.503 +CS,102163663010661,gompit,40,0.559 +CS,102163663010661,gompit,45,0.642 +CS,102163663010661,gompit,50,0.727 +CS,102163663010661,gompit,55,0.799 +CS,102163663010661,gompit,60,0.853 +CS,102163663010661,gompit,65,0.936 +CS,102163663010661,gompit,70,1.087 +CS,102163663010661,gompit,75,1.173 +CS,102163663010661,gompit,80,1.249 +CS,102163663010661,gompit,85,1.367 +CS,102163663010661,gompit,90,1.481 +CS,102163663010661,gompit,95,1.556 +CS,102163663010661,gompit,100,1.664 +CS,102491613010661,gompit,0,0.029 +CS,102491613010661,gompit,5,0.174 +CS,102491613010661,gompit,10,0.41 +CS,102491613010661,gompit,15,0.641 +CS,102491613010661,gompit,20,0.569 +CS,102491613010661,gompit,25,0.492 +CS,102491613010661,gompit,30,0.428 +CS,102491613010661,gompit,35,0.369 +CS,102491613010661,gompit,40,0.32 +CS,102491613010661,gompit,45,0.275 +CS,102491613010661,gompit,50,0.244 +CS,102491613010661,gompit,55,0.212 +CS,102491613010661,gompit,60,0.184 +CS,102491613010661,gompit,65,0.2 +CS,102491613010661,gompit,70,0.218 +CS,102491613010661,gompit,75,0.238 +CS,102491613010661,gompit,80,0.259 +CS,102491613010661,gompit,85,0.281 +CS,102491613010661,gompit,90,0.3 +CS,102491613010661,gompit,95,0.32 +CS,102491613010661,gompit,100,0.339 +CS,102493308010661,gompit,0,0.16 +CS,102493308010661,gompit,5,0.399 +CS,102493308010661,gompit,10,0.764 +CS,102493308010661,gompit,15,1.114 +CS,102493308010661,gompit,20,1.563 +CS,102493308010661,gompit,25,2.054 +CS,102493308010661,gompit,30,2.66 +CS,102493308010661,gompit,35,3.378 +CS,102493308010661,gompit,40,4.175 +CS,102493308010661,gompit,45,4.994 +CS,102493308010661,gompit,50,5.912 +CS,102493308010661,gompit,55,6.789 +CS,102493308010661,gompit,60,7.86 +CS,102493308010661,gompit,65,8.865 +CS,102493308010661,gompit,70,9.783 +CS,102493308010661,gompit,75,10.757 +CS,102493308010661,gompit,80,11.833 +CS,102493308010661,gompit,85,12.844 +CS,102493308010661,gompit,90,13.677 +CS,102493308010661,gompit,95,14.601 +CS,102493308010661,gompit,100,15.378 +CS,102493353010661,gompit,0,0.294 +CS,102493353010661,gompit,5,0.654 +CS,102493353010661,gompit,10,1.119 +CS,102493353010661,gompit,15,1.407 +CS,102493353010661,gompit,20,1.656 +CS,102493353010661,gompit,25,1.919 +CS,102493353010661,gompit,30,2.271 +CS,102493353010661,gompit,35,2.707 +CS,102493353010661,gompit,40,3.151 +CS,102493353010661,gompit,45,3.595 +CS,102493353010661,gompit,50,4.031 +CS,102493353010661,gompit,55,4.393 +CS,102493353010661,gompit,60,4.81 +CS,102493353010661,gompit,65,5.237 +CS,102493353010661,gompit,70,5.709 +CS,102493353010661,gompit,75,6.385 +CS,102493353010661,gompit,80,6.915 +CS,102493353010661,gompit,85,7.31 +CS,102493353010661,gompit,90,7.656 +CS,102493353010661,gompit,95,7.967 +CS,102493353010661,gompit,100,8.435 +CS,102493098010661,gompit,0,0.618 +CS,102493098010661,gompit,5,1.042 +CS,102493098010661,gompit,10,1.351 +CS,102493098010661,gompit,15,1.602 +CS,102493098010661,gompit,20,1.881 +CS,102493098010661,gompit,25,2.188 +CS,102493098010661,gompit,30,2.472 +CS,102493098010661,gompit,35,2.867 +CS,102493098010661,gompit,40,3.348 +CS,102493098010661,gompit,45,3.561 +CS,102493098010661,gompit,50,4.002 +CS,102493098010661,gompit,55,4.362 +CS,102493098010661,gompit,60,4.647 +CS,102493098010661,gompit,65,4.991 +CS,102493098010661,gompit,70,5.27 +CS,102493098010661,gompit,75,5.671 +CS,102493098010661,gompit,80,6.238 +CS,102493098010661,gompit,85,6.339 +CS,102493098010661,gompit,90,6.65 +CS,102493098010661,gompit,95,7.072 +CS,102493098010661,gompit,100,7.286 +CS,102490941010661,gompit,0,0.108 +CS,102490941010661,gompit,5,0.38 +CS,102490941010661,gompit,10,0.821 +CS,102490941010661,gompit,15,1.18 +CS,102490941010661,gompit,20,1.464 +CS,102490941010661,gompit,25,1.779 +CS,102490941010661,gompit,30,2.088 +CS,102490941010661,gompit,35,2.407 +CS,102490941010661,gompit,40,2.685 +CS,102490941010661,gompit,45,3.032 +CS,102490941010661,gompit,50,3.423 +CS,102490941010661,gompit,55,3.81 +CS,102490941010661,gompit,60,4.144 +CS,102490941010661,gompit,65,4.372 +CS,102490941010661,gompit,70,4.578 +CS,102490941010661,gompit,75,4.873 +CS,102490941010661,gompit,80,5.171 +CS,102490941010661,gompit,85,5.494 +CS,102490941010661,gompit,90,5.697 +CS,102490941010661,gompit,95,5.86 +CS,102490941010661,gompit,100,6.267 +CS,102492627010661,gompit,0,0.108 +CS,102492627010661,gompit,5,0.167 +CS,102492627010661,gompit,10,0.201 +CS,102492627010661,gompit,15,0.222 +CS,102492627010661,gompit,20,0.246 +CS,102492627010661,gompit,25,0.267 +CS,102492627010661,gompit,30,0.274 +CS,102492627010661,gompit,35,0.288 +CS,102492627010661,gompit,40,0.292 +CS,102492627010661,gompit,45,0.308 +CS,102492627010661,gompit,50,0.317 +CS,102492627010661,gompit,55,0.335 +CS,102492627010661,gompit,60,0.339 +CS,102492627010661,gompit,65,0.352 +CS,102492627010661,gompit,70,0.363 +CS,102492627010661,gompit,75,0.366 +CS,102492627010661,gompit,80,0.371 +CS,102492627010661,gompit,85,0.374 +CS,102492627010661,gompit,90,0.387 +CS,102492627010661,gompit,95,0.385 +CS,102492627010661,gompit,100,0.413 +CS,102492405010661,gompit,0,0.396 +CS,102492405010661,gompit,5,0.626 +CS,102492405010661,gompit,10,0.95 +CS,102492405010661,gompit,15,1.322 +CS,102492405010661,gompit,20,1.696 +CS,102492405010661,gompit,25,2.107 +CS,102492405010661,gompit,30,2.652 +CS,102492405010661,gompit,35,3.282 +CS,102492405010661,gompit,40,3.931 +CS,102492405010661,gompit,45,4.532 +CS,102492405010661,gompit,50,5.255 +CS,102492405010661,gompit,55,5.89 +CS,102492405010661,gompit,60,6.731 +CS,102492405010661,gompit,65,7.715 +CS,102492405010661,gompit,70,8.69 +CS,102492405010661,gompit,75,10.011 +CS,102492405010661,gompit,80,11.109 +CS,102492405010661,gompit,85,12.398 +CS,102492405010661,gompit,90,13.702 +CS,102492405010661,gompit,95,15.025 +CS,102492405010661,gompit,100,16.547 +CS,102492732010661,gompit,0,0.0 +CS,247108609010661,gompit,0,0.858 +CS,247108609010661,gompit,5,1.166 +CS,247108609010661,gompit,10,1.583 +CS,247108609010661,gompit,15,2.144 +CS,247108609010661,gompit,20,2.725 +CS,247108609010661,gompit,25,3.371 +CS,247108609010661,gompit,30,4.199 +CS,247108609010661,gompit,35,5.253 +CS,247108609010661,gompit,40,6.321 +CS,247108609010661,gompit,45,7.391 +CS,247108609010661,gompit,50,8.951 +CS,247108609010661,gompit,55,10.868 +CS,247108609010661,gompit,60,12.852 +CS,247108609010661,gompit,65,16.002 +CS,247108609010661,gompit,70,18.608 +CS,247108609010661,gompit,75,21.777 +CS,247108609010661,gompit,80,24.767 +CS,247108609010661,gompit,85,27.641 +CS,247108609010661,gompit,90,30.972 +CS,247108609010661,gompit,95,34.11 +CS,247108609010661,gompit,100,37.094 +CS,247108610010661,gompit,0,0.0 +CS,247108612010661,gompit,0,0.272 +CS,247108612010661,gompit,5,0.396 +CS,247108612010661,gompit,10,0.428 +CS,247108612010661,gompit,15,0.427 +CS,247108612010661,gompit,20,0.42 +CS,247108612010661,gompit,25,0.395 +CS,247108612010661,gompit,30,0.37 +CS,247108612010661,gompit,35,0.341 +CS,247108612010661,gompit,40,0.323 +CS,247108612010661,gompit,45,0.298 +CS,247108612010661,gompit,50,0.288 +CS,247108612010661,gompit,55,0.275 +CS,247108612010661,gompit,60,0.323 +CS,247108612010661,gompit,65,0.382 +CS,247108612010661,gompit,70,0.443 +CS,247108612010661,gompit,75,0.516 +CS,247108612010661,gompit,80,0.607 +CS,247108612010661,gompit,85,0.717 +CS,247108612010661,gompit,90,0.846 +CS,247108612010661,gompit,95,0.976 +CS,247108612010661,gompit,100,1.135 +CS,251566567489998,gompit,0,0.463 +CS,251566567489998,gompit,5,0.673 +CS,251566567489998,gompit,10,0.987 +CS,251566567489998,gompit,15,1.448 +CS,251566567489998,gompit,20,1.92 +CS,251566567489998,gompit,25,2.316 +CS,251566567489998,gompit,30,2.656 +CS,251566567489998,gompit,35,3.003 +CS,251566567489998,gompit,40,3.367 +CS,251566567489998,gompit,45,3.655 +CS,251566567489998,gompit,50,3.867 +CS,251566567489998,gompit,55,4.225 +CS,251566567489998,gompit,60,4.504 +CS,251566567489998,gompit,65,4.828 +CS,251566567489998,gompit,70,5.101 +CS,251566567489998,gompit,75,5.355 +CS,251566567489998,gompit,80,5.634 +CS,251566567489998,gompit,85,6.055 +CS,251566567489998,gompit,90,6.324 +CS,251566567489998,gompit,95,6.557 +CS,251566567489998,gompit,100,6.811 +CS,171132509020004,gompit,0,0.059 +CS,171132509020004,gompit,5,0.116 +CS,171132509020004,gompit,10,0.201 +CS,171132509020004,gompit,15,0.281 +CS,171132509020004,gompit,20,0.384 +CS,171132509020004,gompit,25,0.465 +CS,171132509020004,gompit,30,0.552 +CS,171132509020004,gompit,35,0.696 +CS,171132509020004,gompit,40,0.815 +CS,171132509020004,gompit,45,1.037 +CS,171132509020004,gompit,50,1.249 +CS,171132509020004,gompit,55,1.61 +CS,171132509020004,gompit,60,1.894 +CS,171132509020004,gompit,65,2.301 +CS,171132509020004,gompit,70,2.777 +CS,171132509020004,gompit,75,3.198 +CS,171132509020004,gompit,80,3.719 +CS,171132509020004,gompit,85,4.282 +CS,171132509020004,gompit,90,5.128 +CS,171132509020004,gompit,95,5.702 +CS,171132509020004,gompit,100,6.42 +CS,171132814020004,gompit,0,0.246 +CS,171132814020004,gompit,5,0.409 +CS,171132814020004,gompit,10,0.58 +CS,171132814020004,gompit,15,0.82 +CS,171132814020004,gompit,20,1.085 +CS,171132814020004,gompit,25,1.4 +CS,171132814020004,gompit,30,1.965 +CS,171132814020004,gompit,35,2.802 +CS,171132814020004,gompit,40,3.585 +CS,171132814020004,gompit,45,4.644 +CS,171132814020004,gompit,50,5.728 +CS,171132814020004,gompit,55,6.79 +CS,171132814020004,gompit,60,8.125 +CS,171132814020004,gompit,65,9.699 +CS,171132814020004,gompit,70,11.448 +CS,171132814020004,gompit,75,13.468 +CS,171132814020004,gompit,80,15.481 +CS,171132814020004,gompit,85,17.372 +CS,171132814020004,gompit,90,19.558 +CS,171132814020004,gompit,95,21.65 +CS,171132814020004,gompit,100,23.917 +CS,171132851020004,gompit,0,0.0 +CS,171132882020004,gompit,0,0.764 +CS,171132882020004,gompit,5,1.378 +CS,171132882020004,gompit,10,2.042 +CS,171132882020004,gompit,15,2.762 +CS,171132882020004,gompit,20,3.303 +CS,171132882020004,gompit,25,3.724 +CS,171132882020004,gompit,30,4.187 +CS,171132882020004,gompit,35,4.728 +CS,171132882020004,gompit,40,5.128 +CS,171132882020004,gompit,45,5.62 +CS,171132882020004,gompit,50,6.062 +CS,171132882020004,gompit,55,6.523 +CS,171132882020004,gompit,60,7.08 +CS,171132882020004,gompit,65,7.812 +CS,171132882020004,gompit,70,8.566 +CS,171132882020004,gompit,75,9.265 +CS,171132882020004,gompit,80,10.062 +CS,171132882020004,gompit,85,10.734 +CS,171132882020004,gompit,90,11.457 +CS,171132882020004,gompit,95,12.209 +CS,171132882020004,gompit,100,13.258 +CS,171132912020004,gompit,0,0.007 +CS,171132912020004,gompit,5,0.026 +CS,171132912020004,gompit,10,0.062 +CS,171132912020004,gompit,15,0.123 +CS,171132912020004,gompit,20,0.216 +CS,171132912020004,gompit,25,0.296 +CS,171132912020004,gompit,30,0.357 +CS,171132912020004,gompit,35,0.41 +CS,171132912020004,gompit,40,0.505 +CS,171132912020004,gompit,45,0.623 +CS,171132912020004,gompit,50,0.712 +CS,171132912020004,gompit,55,0.82 +CS,171132912020004,gompit,60,0.922 +CS,171132912020004,gompit,65,1.055 +CS,171132912020004,gompit,70,1.147 +CS,171132912020004,gompit,75,1.238 +CS,171132912020004,gompit,80,1.314 +CS,171132912020004,gompit,85,1.426 +CS,171132912020004,gompit,90,1.561 +CS,171132912020004,gompit,95,1.699 +CS,171132912020004,gompit,100,1.784 +CS,171132955020004,gompit,0,0.008 +CS,171132955020004,gompit,5,0.058 +CS,171132955020004,gompit,10,0.164 +CS,171132955020004,gompit,15,0.339 +CS,171132955020004,gompit,20,0.51 +CS,171132955020004,gompit,25,0.628 +CS,171132955020004,gompit,30,0.717 +CS,171132955020004,gompit,35,0.816 +CS,171132955020004,gompit,40,0.943 +CS,171132955020004,gompit,45,1.075 +CS,171132955020004,gompit,50,1.278 +CS,171132955020004,gompit,55,1.481 +CS,171132955020004,gompit,60,1.66 +CS,171132955020004,gompit,65,1.868 +CS,171132955020004,gompit,70,2.06 +CS,171132955020004,gompit,75,2.284 +CS,171132955020004,gompit,80,2.469 +CS,171132955020004,gompit,85,2.675 +CS,171132955020004,gompit,90,2.821 +CS,171132955020004,gompit,95,3.065 +CS,171132955020004,gompit,100,3.278 +CS,171132880020004,gompit,0,0.054 +CS,171132880020004,gompit,5,0.106 +CS,171132880020004,gompit,10,0.157 +CS,171132880020004,gompit,15,0.178 +CS,171132880020004,gompit,20,0.193 +CS,171132880020004,gompit,25,0.215 +CS,171132880020004,gompit,30,0.226 +CS,171132880020004,gompit,35,0.225 +CS,171132880020004,gompit,40,0.23 +CS,171132880020004,gompit,45,0.261 +CS,171132880020004,gompit,50,0.287 +CS,171132880020004,gompit,55,0.298 +CS,171132880020004,gompit,60,0.351 +CS,171132880020004,gompit,65,0.393 +CS,171132880020004,gompit,70,0.433 +CS,171132880020004,gompit,75,0.492 +CS,171132880020004,gompit,80,0.565 +CS,171132880020004,gompit,85,0.656 +CS,171132880020004,gompit,90,0.736 +CS,171132880020004,gompit,95,0.842 +CS,171132880020004,gompit,100,0.966 +CS,171132943020004,gompit,0,0.881 +CS,171132943020004,gompit,5,1.557 +CS,171132943020004,gompit,10,2.183 +CS,171132943020004,gompit,15,2.862 +CS,171132943020004,gompit,20,3.698 +CS,171132943020004,gompit,25,4.666 +CS,171132943020004,gompit,30,6.055 +CS,171132943020004,gompit,35,7.129 +CS,171132943020004,gompit,40,8.551 +CS,171132943020004,gompit,45,10.062 +CS,171132943020004,gompit,50,11.505 +CS,171132943020004,gompit,55,13.183 +CS,171132943020004,gompit,60,14.948 +CS,171132943020004,gompit,65,17.031 +CS,171132943020004,gompit,70,18.685 +CS,171132943020004,gompit,75,20.395 +CS,171132943020004,gompit,80,22.075 +CS,171132943020004,gompit,85,23.877 +CS,171132943020004,gompit,90,25.696 +CS,171132943020004,gompit,95,27.338 +CS,171132943020004,gompit,100,29.073 +CS,171132957020004,gompit,0,0.0 +CS,171133155020004,gompit,0,0.021 +CS,171133155020004,gompit,5,0.085 +CS,171133155020004,gompit,10,0.234 +CS,171133155020004,gompit,15,0.427 +CS,171133155020004,gompit,20,0.516 +CS,171133155020004,gompit,25,0.553 +CS,171133155020004,gompit,30,0.606 +CS,171133155020004,gompit,35,0.613 +CS,171133155020004,gompit,40,0.657 +CS,171133155020004,gompit,45,0.706 +CS,171133155020004,gompit,50,0.773 +CS,171133155020004,gompit,55,0.819 +CS,171133155020004,gompit,60,0.848 +CS,171133155020004,gompit,65,0.854 +CS,171133155020004,gompit,70,0.85 +CS,171133155020004,gompit,75,0.843 +CS,171133155020004,gompit,80,0.846 +CS,171133155020004,gompit,85,0.85 +CS,171133155020004,gompit,90,0.84 +CS,171133155020004,gompit,95,0.823 +CS,171133155020004,gompit,100,0.827 +CS,15651666020004,gompit,0,0.12 +CS,15651666020004,gompit,5,0.207 +CS,15651666020004,gompit,10,0.254 +CS,15651666020004,gompit,15,0.297 +CS,15651666020004,gompit,20,0.365 +CS,15651666020004,gompit,25,0.443 +CS,15651666020004,gompit,30,0.488 +CS,15651666020004,gompit,35,0.544 +CS,15651666020004,gompit,40,0.608 +CS,15651666020004,gompit,45,0.676 +CS,15651666020004,gompit,50,0.72 +CS,15651666020004,gompit,55,0.757 +CS,15651666020004,gompit,60,0.833 +CS,15651666020004,gompit,65,0.877 +CS,15651666020004,gompit,70,0.933 +CS,15651666020004,gompit,75,0.985 +CS,15651666020004,gompit,80,1.014 +CS,15651666020004,gompit,85,1.077 +CS,15651666020004,gompit,90,1.216 +CS,15651666020004,gompit,95,1.393 +CS,15651666020004,gompit,100,1.587 +CS,15651677020004,gompit,0,0.068 +CS,15651677020004,gompit,5,0.15 +CS,15651677020004,gompit,10,0.242 +CS,15651677020004,gompit,15,0.283 +CS,15651677020004,gompit,20,0.289 +CS,15651677020004,gompit,25,0.288 +CS,15651677020004,gompit,30,0.285 +CS,15651677020004,gompit,35,0.28 +CS,15651677020004,gompit,40,0.267 +CS,15651677020004,gompit,45,0.266 +CS,15651677020004,gompit,50,0.261 +CS,15651677020004,gompit,55,0.266 +CS,15651677020004,gompit,60,0.328 +CS,15651677020004,gompit,65,0.395 +CS,15651677020004,gompit,70,0.454 +CS,15651677020004,gompit,75,0.544 +CS,15651677020004,gompit,80,0.656 +CS,15651677020004,gompit,85,0.767 +CS,15651677020004,gompit,90,0.9 +CS,15651677020004,gompit,95,1.092 +CS,15651677020004,gompit,100,1.294 +CS,15650966020004,gompit,0,0.009 +CS,15650966020004,gompit,5,0.052 +CS,15650966020004,gompit,10,0.171 +CS,15650966020004,gompit,15,0.382 +CS,15650966020004,gompit,20,0.496 +CS,15650966020004,gompit,25,0.56 +CS,15650966020004,gompit,30,0.625 +CS,15650966020004,gompit,35,0.689 +CS,15650966020004,gompit,40,0.729 +CS,15650966020004,gompit,45,0.76 +CS,15650966020004,gompit,50,0.814 +CS,15650966020004,gompit,55,0.882 +CS,15650966020004,gompit,60,0.957 +CS,15650966020004,gompit,65,1.026 +CS,15650966020004,gompit,70,1.036 +CS,15650966020004,gompit,75,1.06 +CS,15650966020004,gompit,80,1.065 +CS,15650966020004,gompit,85,1.077 +CS,15650966020004,gompit,90,1.063 +CS,15650966020004,gompit,95,1.043 +CS,15650966020004,gompit,100,1.017 +CS,15650992020004,gompit,0,0.055 +CS,15650992020004,gompit,5,0.171 +CS,15650992020004,gompit,10,0.332 +CS,15650992020004,gompit,15,0.526 +CS,15650992020004,gompit,20,0.669 +CS,15650992020004,gompit,25,0.727 +CS,15650992020004,gompit,30,0.801 +CS,15650992020004,gompit,35,0.874 +CS,15650992020004,gompit,40,0.932 +CS,15650992020004,gompit,45,0.991 +CS,15650992020004,gompit,50,1.008 +CS,15650992020004,gompit,55,1.127 +CS,15650992020004,gompit,60,1.176 +CS,15650992020004,gompit,65,1.198 +CS,15650992020004,gompit,70,1.229 +CS,15650992020004,gompit,75,1.254 +CS,15650992020004,gompit,80,1.316 +CS,15650992020004,gompit,85,1.59 +CS,15650992020004,gompit,90,1.931 +CS,15650992020004,gompit,95,2.314 +CS,15650992020004,gompit,100,2.791 +CS,15651013020004,gompit,0,0.639 +CS,15651013020004,gompit,5,0.968 +CS,15651013020004,gompit,10,1.425 +CS,15651013020004,gompit,15,2.272 +CS,15651013020004,gompit,20,3.274 +CS,15651013020004,gompit,25,4.332 +CS,15651013020004,gompit,30,5.257 +CS,15651013020004,gompit,35,6.466 +CS,15651013020004,gompit,40,7.774 +CS,15651013020004,gompit,45,9.716 +CS,15651013020004,gompit,50,11.456 +CS,15651013020004,gompit,55,13.593 +CS,15651013020004,gompit,60,15.511 +CS,15651013020004,gompit,65,17.516 +CS,15651013020004,gompit,70,19.982 +CS,15651013020004,gompit,75,22.114 +CS,15651013020004,gompit,80,24.591 +CS,15651013020004,gompit,85,27.005 +CS,15651013020004,gompit,90,29.488 +CS,15651013020004,gompit,95,31.941 +CS,15651013020004,gompit,100,34.345 +CS,15651068020004,gompit,0,0.222 +CS,15651068020004,gompit,5,0.709 +CS,15651068020004,gompit,10,1.518 +CS,15651068020004,gompit,15,2.176 +CS,15651068020004,gompit,20,2.71 +CS,15651068020004,gompit,25,3.169 +CS,15651068020004,gompit,30,3.629 +CS,15651068020004,gompit,35,4.153 +CS,15651068020004,gompit,40,4.604 +CS,15651068020004,gompit,45,5.16 +CS,15651068020004,gompit,50,5.781 +CS,15651068020004,gompit,55,6.418 +CS,15651068020004,gompit,60,7.019 +CS,15651068020004,gompit,65,7.599 +CS,15651068020004,gompit,70,8.178 +CS,15651068020004,gompit,75,8.82 +CS,15651068020004,gompit,80,9.343 +CS,15651068020004,gompit,85,9.871 +CS,15651068020004,gompit,90,10.483 +CS,15651068020004,gompit,95,11.117 +CS,15651068020004,gompit,100,11.748 +CS,15651473020004,gompit,0,0.0 +CS,15650946020004,gompit,0,0.118 +CS,15650946020004,gompit,5,0.184 +CS,15650946020004,gompit,10,0.223 +CS,15650946020004,gompit,15,0.266 +CS,15650946020004,gompit,20,0.281 +CS,15650946020004,gompit,25,0.286 +CS,15650946020004,gompit,30,0.277 +CS,15650946020004,gompit,35,0.279 +CS,15650946020004,gompit,40,0.29 +CS,15650946020004,gompit,45,0.283 +CS,15650946020004,gompit,50,0.286 +CS,15650946020004,gompit,55,0.28 +CS,15650946020004,gompit,60,0.363 +CS,15650946020004,gompit,65,0.435 +CS,15650946020004,gompit,70,0.525 +CS,15650946020004,gompit,75,0.637 +CS,15650946020004,gompit,80,0.768 +CS,15650946020004,gompit,85,0.914 +CS,15650946020004,gompit,90,1.069 +CS,15650946020004,gompit,95,1.292 +CS,15650946020004,gompit,100,1.605 +CS,15650964020004,gompit,0,1.441 +CS,15650964020004,gompit,5,2.28 +CS,15650964020004,gompit,10,3.495 +CS,15650964020004,gompit,15,5.287 +CS,15650964020004,gompit,20,7.41 +CS,15650964020004,gompit,25,9.747 +CS,15650964020004,gompit,30,12.528 +CS,15650964020004,gompit,35,16.315 +CS,15650964020004,gompit,40,21.469 +CS,15650964020004,gompit,45,28.119 +CS,15650964020004,gompit,50,35.402 +CS,15650964020004,gompit,55,44.484 +CS,15650964020004,gompit,60,54.086 +CS,15650964020004,gompit,65,65.106 +CS,15650964020004,gompit,70,76.601 +CS,15650964020004,gompit,75,88.155 +CS,15650964020004,gompit,80,100.024 +CS,15650964020004,gompit,85,112.102 +CS,15650964020004,gompit,90,124.876 +CS,15650964020004,gompit,95,137.885 +CS,15650964020004,gompit,100,151.199 +CS,15650969020004,gompit,0,0.0 +CS,15651015020004,gompit,0,0.254 +CS,15651015020004,gompit,5,0.552 +CS,15651015020004,gompit,10,0.945 +CS,15651015020004,gompit,15,1.252 +CS,15651015020004,gompit,20,1.614 +CS,15651015020004,gompit,25,2.003 +CS,15651015020004,gompit,30,2.419 +CS,15651015020004,gompit,35,2.839 +CS,15651015020004,gompit,40,3.371 +CS,15651015020004,gompit,45,4.013 +CS,15651015020004,gompit,50,4.685 +CS,15651015020004,gompit,55,5.598 +CS,15651015020004,gompit,60,6.375 +CS,15651015020004,gompit,65,7.186 +CS,15651015020004,gompit,70,7.979 +CS,15651015020004,gompit,75,8.899 +CS,15651015020004,gompit,80,9.925 +CS,15651015020004,gompit,85,10.839 +CS,15651015020004,gompit,90,11.814 +CS,15651015020004,gompit,95,13.022 +CS,15651015020004,gompit,100,14.182 +CS,15651017020004,gompit,0,0.069 +CS,15651017020004,gompit,5,0.191 +CS,15651017020004,gompit,10,0.376 +CS,15651017020004,gompit,15,0.55 +CS,15651017020004,gompit,20,0.699 +CS,15651017020004,gompit,25,0.846 +CS,15651017020004,gompit,30,0.993 +CS,15651017020004,gompit,35,1.278 +CS,15651017020004,gompit,40,1.469 +CS,15651017020004,gompit,45,1.704 +CS,15651017020004,gompit,50,1.917 +CS,15651017020004,gompit,55,2.207 +CS,15651017020004,gompit,60,2.435 +CS,15651017020004,gompit,65,2.742 +CS,15651017020004,gompit,70,3.016 +CS,15651017020004,gompit,75,3.241 +CS,15651017020004,gompit,80,3.406 +CS,15651017020004,gompit,85,3.635 +CS,15651017020004,gompit,90,3.846 +CS,15651017020004,gompit,95,4.06 +CS,15651017020004,gompit,100,4.211 +CS,107864913010661,gompit,0,0.246 +CS,107864913010661,gompit,5,0.409 +CS,107864913010661,gompit,10,0.551 +CS,107864913010661,gompit,15,0.658 +CS,107864913010661,gompit,20,0.814 +CS,107864913010661,gompit,25,0.978 +CS,107864913010661,gompit,30,1.104 +CS,107864913010661,gompit,35,1.273 +CS,107864913010661,gompit,40,1.474 +CS,107864913010661,gompit,45,1.657 +CS,107864913010661,gompit,50,1.876 +CS,107864913010661,gompit,55,2.143 +CS,107864913010661,gompit,60,2.424 +CS,107864913010661,gompit,65,2.879 +CS,107864913010661,gompit,70,3.351 +CS,107864913010661,gompit,75,3.767 +CS,107864913010661,gompit,80,4.273 +CS,107864913010661,gompit,85,4.757 +CS,107864913010661,gompit,90,5.339 +CS,107864913010661,gompit,95,5.822 +CS,107864913010661,gompit,100,6.379 +CS,107864919010661,gompit,0,0.375 +CS,107864919010661,gompit,5,0.61 +CS,107864919010661,gompit,10,0.867 +CS,107864919010661,gompit,15,1.174 +CS,107864919010661,gompit,20,1.56 +CS,107864919010661,gompit,25,2.015 +CS,107864919010661,gompit,30,2.399 +CS,107864919010661,gompit,35,2.919 +CS,107864919010661,gompit,40,3.441 +CS,107864919010661,gompit,45,3.929 +CS,107864919010661,gompit,50,4.349 +CS,107864919010661,gompit,55,4.876 +CS,107864919010661,gompit,60,5.52 +CS,107864919010661,gompit,65,6.32 +CS,107864919010661,gompit,70,7.171 +CS,107864919010661,gompit,75,8.202 +CS,107864919010661,gompit,80,9.071 +CS,107864919010661,gompit,85,10.134 +CS,107864919010661,gompit,90,11.319 +CS,107864919010661,gompit,95,12.797 +CS,107864919010661,gompit,100,14.089 +CS,107866560010661,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_cs_native.csv b/calibration/output/gompit_fvs_csls/val_cs_native.csv new file mode 100644 index 00000000..8997b8fa --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_cs_native.csv @@ -0,0 +1,3280 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +CS,96324139010661,native,0,24.951 +CS,96324139010661,native,5,35.269 +CS,96324139010661,native,10,46.281 +CS,96324139010661,native,15,59.068 +CS,96324139010661,native,20,71.471 +CS,96324139010661,native,25,87.696 +CS,96324139010661,native,30,101.734 +CS,96324139010661,native,35,111.799 +CS,96324139010661,native,40,119.654 +CS,96324139010661,native,45,127.093 +CS,96324139010661,native,50,134.602 +CS,96324139010661,native,55,139.377 +CS,96324139010661,native,60,143.098 +CS,96324139010661,native,65,145.283 +CS,96324139010661,native,70,148.38 +CS,96324139010661,native,75,153.279 +CS,96324139010661,native,80,156.57 +CS,96324139010661,native,85,157.969 +CS,96324139010661,native,90,161.139 +CS,96324139010661,native,95,163.193 +CS,96324139010661,native,100,165.975 +CS,96339166010661,native,0,120.389 +CS,96339166010661,native,5,164.701 +CS,96339166010661,native,10,198.09 +CS,96339166010661,native,15,213.751 +CS,96339166010661,native,20,224.471 +CS,96339166010661,native,25,232.814 +CS,96339166010661,native,30,243.324 +CS,96339166010661,native,35,254.875 +CS,96339166010661,native,40,264.881 +CS,96339166010661,native,45,274.205 +CS,96339166010661,native,50,283.321 +CS,96339166010661,native,55,289.998 +CS,96339166010661,native,60,298.296 +CS,96339166010661,native,65,306.065 +CS,96339166010661,native,70,313.869 +CS,96339166010661,native,75,322.759 +CS,96339166010661,native,80,331.346 +CS,96339166010661,native,85,337.854 +CS,96339166010661,native,90,341.488 +CS,96339166010661,native,95,345.352 +CS,96339166010661,native,100,348.895 +CS,96312742010661,native,0,16.364 +CS,96312742010661,native,5,37.455 +CS,96312742010661,native,10,47.823 +CS,96312742010661,native,15,61.67 +CS,96312742010661,native,20,71.631 +CS,96312742010661,native,25,77.36 +CS,96312742010661,native,30,78.898 +CS,96312742010661,native,35,76.855 +CS,96312742010661,native,40,74.064 +CS,96312742010661,native,45,71.577 +CS,96312742010661,native,50,73.701 +CS,96312742010661,native,55,75.839 +CS,96312742010661,native,60,77.487 +CS,96312742010661,native,65,79.379 +CS,96312742010661,native,70,81.434 +CS,96312742010661,native,75,83.433 +CS,96312742010661,native,80,85.443 +CS,96312742010661,native,85,87.19 +CS,96312742010661,native,90,88.064 +CS,96312742010661,native,95,89.151 +CS,96312742010661,native,100,90.53 +CS,66957775010661,native,0,3.049 +CS,66957775010661,native,5,7.399 +CS,66957775010661,native,10,13.213 +CS,66957775010661,native,15,19.216 +CS,66957775010661,native,20,27.335 +CS,66957775010661,native,25,33.865 +CS,66957775010661,native,30,40.764 +CS,66957775010661,native,35,48.657 +CS,66957775010661,native,40,56.157 +CS,66957775010661,native,45,60.568 +CS,66957775010661,native,50,64.431 +CS,66957775010661,native,55,69.667 +CS,66957775010661,native,60,73.508 +CS,66957775010661,native,65,76.786 +CS,66957775010661,native,70,78.797 +CS,66957775010661,native,75,81.898 +CS,66957775010661,native,80,84.904 +CS,66957775010661,native,85,88.432 +CS,66957775010661,native,90,89.741 +CS,66957775010661,native,95,91.707 +CS,66957775010661,native,100,93.299 +CS,66958576010661,native,0,0.0 +CS,86085616010661,native,0,47.989 +CS,86085616010661,native,5,60.433 +CS,86085616010661,native,10,67.904 +CS,86085616010661,native,15,71.289 +CS,86085616010661,native,20,76.524 +CS,86085616010661,native,25,84.65 +CS,86085616010661,native,30,92.704 +CS,86085616010661,native,35,102.826 +CS,86085616010661,native,40,110.793 +CS,86085616010661,native,45,119.578 +CS,86085616010661,native,50,129.269 +CS,86085616010661,native,55,139.697 +CS,86085616010661,native,60,146.643 +CS,86085616010661,native,65,149.266 +CS,86085616010661,native,70,154.429 +CS,86085616010661,native,75,163.016 +CS,86085616010661,native,80,168.016 +CS,86085616010661,native,85,173.984 +CS,86085616010661,native,90,180.199 +CS,86085616010661,native,95,184.956 +CS,86085616010661,native,100,187.733 +CS,86140104010661,native,0,7.051 +CS,86140104010661,native,5,12.794 +CS,86140104010661,native,10,18.16 +CS,86140104010661,native,15,22.51 +CS,86140104010661,native,20,27.943 +CS,86140104010661,native,25,33.465 +CS,86140104010661,native,30,40.166 +CS,86140104010661,native,35,46.449 +CS,86140104010661,native,40,52.981 +CS,86140104010661,native,45,61.225 +CS,86140104010661,native,50,67.567 +CS,86140104010661,native,55,73.676 +CS,86140104010661,native,60,78.72 +CS,86140104010661,native,65,80.11 +CS,86140104010661,native,70,84.245 +CS,86140104010661,native,75,87.043 +CS,86140104010661,native,80,89.585 +CS,86140104010661,native,85,90.602 +CS,86140104010661,native,90,91.894 +CS,86140104010661,native,95,92.869 +CS,86140104010661,native,100,93.458 +CS,86087175010661,native,0,6.222 +CS,86087175010661,native,5,15.979 +CS,86087175010661,native,10,32.961 +CS,86087175010661,native,15,53.4 +CS,86087175010661,native,20,73.278 +CS,86087175010661,native,25,88.004 +CS,86087175010661,native,30,96.722 +CS,86087175010661,native,35,105.541 +CS,86087175010661,native,40,117.439 +CS,86087175010661,native,45,125.214 +CS,86087175010661,native,50,136.23 +CS,86087175010661,native,55,145.06 +CS,86087175010661,native,60,156.888 +CS,86087175010661,native,65,168.096 +CS,86087175010661,native,70,175.716 +CS,86087175010661,native,75,182.334 +CS,86087175010661,native,80,187.821 +CS,86087175010661,native,85,192.225 +CS,86087175010661,native,90,196.15 +CS,86087175010661,native,95,200.797 +CS,86087175010661,native,100,203.447 +CS,86110108010661,native,0,12.805 +CS,86110108010661,native,5,30.655 +CS,86110108010661,native,10,48.643 +CS,86110108010661,native,15,61.077 +CS,86110108010661,native,20,75.721 +CS,86110108010661,native,25,84.588 +CS,86110108010661,native,30,93.333 +CS,86110108010661,native,35,100.016 +CS,86110108010661,native,40,107.021 +CS,86110108010661,native,45,115.579 +CS,86110108010661,native,50,121.567 +CS,86110108010661,native,55,128.148 +CS,86110108010661,native,60,130.309 +CS,86110108010661,native,65,132.961 +CS,86110108010661,native,70,134.154 +CS,86110108010661,native,75,137.811 +CS,86110108010661,native,80,142.188 +CS,86110108010661,native,85,146.522 +CS,86110108010661,native,90,152.077 +CS,86110108010661,native,95,154.323 +CS,86110108010661,native,100,155.397 +CS,86110381010661,native,0,23.377 +CS,86110381010661,native,5,36.969 +CS,86110381010661,native,10,48.892 +CS,86110381010661,native,15,61.329 +CS,86110381010661,native,20,75.822 +CS,86110381010661,native,25,86.228 +CS,86110381010661,native,30,93.38 +CS,86110381010661,native,35,102.782 +CS,86110381010661,native,40,108.277 +CS,86110381010661,native,45,120.046 +CS,86110381010661,native,50,125.451 +CS,86110381010661,native,55,131.433 +CS,86110381010661,native,60,134.93 +CS,86110381010661,native,65,137.102 +CS,86110381010661,native,70,140.668 +CS,86110381010661,native,75,144.795 +CS,86110381010661,native,80,148.562 +CS,86110381010661,native,85,149.749 +CS,86110381010661,native,90,152.761 +CS,86110381010661,native,95,157.546 +CS,86110381010661,native,100,159.402 +CS,86110570010661,native,0,1.895 +CS,86110570010661,native,5,5.489 +CS,86110570010661,native,10,10.514 +CS,86110570010661,native,15,15.951 +CS,86110570010661,native,20,22.127 +CS,86110570010661,native,25,30.864 +CS,86110570010661,native,30,40.218 +CS,86110570010661,native,35,50.252 +CS,86110570010661,native,40,59.256 +CS,86110570010661,native,45,70.389 +CS,86110570010661,native,50,73.334 +CS,86110570010661,native,55,76.299 +CS,86110570010661,native,60,80.921 +CS,86110570010661,native,65,84.259 +CS,86110570010661,native,70,86.282 +CS,86110570010661,native,75,88.158 +CS,86110570010661,native,80,90.756 +CS,86110570010661,native,85,94.956 +CS,86110570010661,native,90,96.226 +CS,86110570010661,native,95,98.353 +CS,86110570010661,native,100,99.85 +CS,86113151010661,native,0,14.432 +CS,86113151010661,native,5,27.87 +CS,86113151010661,native,10,40.519 +CS,86113151010661,native,15,51.041 +CS,86113151010661,native,20,65.748 +CS,86113151010661,native,25,81.584 +CS,86113151010661,native,30,93.845 +CS,86113151010661,native,35,106.872 +CS,86113151010661,native,40,120.995 +CS,86113151010661,native,45,135.609 +CS,86113151010661,native,50,159.28 +CS,86113151010661,native,55,177.494 +CS,86113151010661,native,60,195.952 +CS,86113151010661,native,65,209.919 +CS,86113151010661,native,70,219.516 +CS,86113151010661,native,75,226.541 +CS,86113151010661,native,80,229.163 +CS,86113151010661,native,85,234.098 +CS,86113151010661,native,90,237.659 +CS,86113151010661,native,95,240.385 +CS,86113151010661,native,100,244.281 +CS,86109286010661,native,0,7.342 +CS,86109286010661,native,5,14.886 +CS,86109286010661,native,10,22.15 +CS,86109286010661,native,15,31.953 +CS,86109286010661,native,20,42.019 +CS,86109286010661,native,25,52.35 +CS,86109286010661,native,30,56.198 +CS,86109286010661,native,35,61.769 +CS,86109286010661,native,40,65.353 +CS,86109286010661,native,45,70.978 +CS,86109286010661,native,50,75.302 +CS,86109286010661,native,55,78.79 +CS,86109286010661,native,60,79.798 +CS,86109286010661,native,65,80.579 +CS,86109286010661,native,70,82.083 +CS,86109286010661,native,75,84.613 +CS,86109286010661,native,80,86.836 +CS,86109286010661,native,85,87.844 +CS,86109286010661,native,90,89.872 +CS,86109286010661,native,95,91.027 +CS,86109286010661,native,100,94.495 +CS,86086996010661,native,0,151.129 +CS,86086996010661,native,5,196.068 +CS,86086996010661,native,10,215.526 +CS,86086996010661,native,15,226.191 +CS,86086996010661,native,20,236.341 +CS,86086996010661,native,25,248.171 +CS,86086996010661,native,30,258.831 +CS,86086996010661,native,35,268.77 +CS,86086996010661,native,40,276.934 +CS,86086996010661,native,45,285.699 +CS,86086996010661,native,50,292.684 +CS,86086996010661,native,55,298.854 +CS,86086996010661,native,60,304.151 +CS,86086996010661,native,65,309.329 +CS,86086996010661,native,70,313.949 +CS,86086996010661,native,75,320.661 +CS,86086996010661,native,80,326.921 +CS,86086996010661,native,85,332.167 +CS,86086996010661,native,90,336.689 +CS,86086996010661,native,95,340.709 +CS,86086996010661,native,100,344.888 +CS,86087520010661,native,0,0.0 +CS,86105613010661,native,0,6.048 +CS,86105613010661,native,5,17.302 +CS,86105613010661,native,10,37.398 +CS,86105613010661,native,15,58.028 +CS,86105613010661,native,20,65.369 +CS,86105613010661,native,25,73.116 +CS,86105613010661,native,30,80.29 +CS,86105613010661,native,35,85.799 +CS,86105613010661,native,40,91.801 +CS,86105613010661,native,45,97.218 +CS,86105613010661,native,50,100.895 +CS,86105613010661,native,55,107.837 +CS,86105613010661,native,60,114.67 +CS,86105613010661,native,65,119.866 +CS,86105613010661,native,70,127.266 +CS,86105613010661,native,75,132.165 +CS,86105613010661,native,80,136.693 +CS,86105613010661,native,85,141.378 +CS,86105613010661,native,90,146.852 +CS,86105613010661,native,95,150.674 +CS,86105613010661,native,100,154.122 +CS,86106552010661,native,0,43.426 +CS,86106552010661,native,5,63.149 +CS,86106552010661,native,10,78.972 +CS,86106552010661,native,15,94.144 +CS,86106552010661,native,20,106.981 +CS,86106552010661,native,25,119.372 +CS,86106552010661,native,30,132.315 +CS,86106552010661,native,35,146.048 +CS,86106552010661,native,40,156.548 +CS,86106552010661,native,45,167.959 +CS,86106552010661,native,50,176.266 +CS,86106552010661,native,55,185.209 +CS,86106552010661,native,60,195.03 +CS,86106552010661,native,65,203.751 +CS,86106552010661,native,70,212.898 +CS,86106552010661,native,75,215.513 +CS,86106552010661,native,80,218.712 +CS,86106552010661,native,85,222.583 +CS,86106552010661,native,90,225.508 +CS,86106552010661,native,95,228.868 +CS,86106552010661,native,100,232.1 +CS,86106653010661,native,0,22.008 +CS,86106653010661,native,5,36.501 +CS,86106653010661,native,10,47.904 +CS,86106653010661,native,15,55.363 +CS,86106653010661,native,20,63.727 +CS,86106653010661,native,25,69.926 +CS,86106653010661,native,30,79.642 +CS,86106653010661,native,35,90.482 +CS,86106653010661,native,40,101.641 +CS,86106653010661,native,45,114.903 +CS,86106653010661,native,50,122.394 +CS,86106653010661,native,55,130.75 +CS,86106653010661,native,60,139.566 +CS,86106653010661,native,65,147.01 +CS,86106653010661,native,70,152.926 +CS,86106653010661,native,75,158.091 +CS,86106653010661,native,80,162.556 +CS,86106653010661,native,85,166.999 +CS,86106653010661,native,90,171.524 +CS,86106653010661,native,95,176.168 +CS,86106653010661,native,100,181.231 +CS,86087898010661,native,0,1.632 +CS,86087898010661,native,5,4.552 +CS,86087898010661,native,10,10.485 +CS,86087898010661,native,15,18.76 +CS,86087898010661,native,20,28.435 +CS,86087898010661,native,25,35.952 +CS,86087898010661,native,30,43.781 +CS,86087898010661,native,35,53.799 +CS,86087898010661,native,40,61.301 +CS,86087898010661,native,45,70.798 +CS,86087898010661,native,50,86.845 +CS,86087898010661,native,55,104.588 +CS,86087898010661,native,60,119.864 +CS,86087898010661,native,65,132.415 +CS,86087898010661,native,70,135.093 +CS,86087898010661,native,75,137.719 +CS,86087898010661,native,80,140.727 +CS,86087898010661,native,85,144.34 +CS,86087898010661,native,90,148.249 +CS,86087898010661,native,95,150.035 +CS,86087898010661,native,100,152.462 +CS,86140499010661,native,0,10.024 +CS,86140499010661,native,5,19.046 +CS,86140499010661,native,10,28.718 +CS,86140499010661,native,15,39.322 +CS,86140499010661,native,20,50.652 +CS,86140499010661,native,25,65.507 +CS,86140499010661,native,30,78.443 +CS,86140499010661,native,35,91.338 +CS,86140499010661,native,40,101.321 +CS,86140499010661,native,45,105.618 +CS,86140499010661,native,50,111.293 +CS,86140499010661,native,55,115.186 +CS,86140499010661,native,60,118.062 +CS,86140499010661,native,65,121.761 +CS,86140499010661,native,70,126.533 +CS,86140499010661,native,75,130.364 +CS,86140499010661,native,80,134.03 +CS,86140499010661,native,85,136.054 +CS,86140499010661,native,90,139.468 +CS,86140499010661,native,95,141.182 +CS,86140499010661,native,100,143.921 +CS,96334537010661,native,0,0.0 +CS,96304314010661,native,0,0.0 +CS,96338926010661,native,0,19.166 +CS,96338926010661,native,5,39.947 +CS,96338926010661,native,10,48.97 +CS,96338926010661,native,15,54.213 +CS,96338926010661,native,20,62.634 +CS,96338926010661,native,25,69.543 +CS,96338926010661,native,30,78.829 +CS,96338926010661,native,35,85.83 +CS,96338926010661,native,40,94.138 +CS,96338926010661,native,45,102.02 +CS,96338926010661,native,50,110.944 +CS,96338926010661,native,55,116.021 +CS,96338926010661,native,60,122.66 +CS,96338926010661,native,65,130.977 +CS,96338926010661,native,70,141.82 +CS,96338926010661,native,75,149.244 +CS,96338926010661,native,80,152.55 +CS,96338926010661,native,85,155.058 +CS,96338926010661,native,90,157.175 +CS,96338926010661,native,95,159.207 +CS,96338926010661,native,100,161.642 +CS,96308359010661,native,0,0.0 +CS,96339276010661,native,0,64.993 +CS,96339276010661,native,5,92.491 +CS,96339276010661,native,10,113.223 +CS,96339276010661,native,15,133.379 +CS,96339276010661,native,20,155.502 +CS,96339276010661,native,25,176.505 +CS,96339276010661,native,30,195.892 +CS,96339276010661,native,35,217.778 +CS,96339276010661,native,40,249.401 +CS,96339276010661,native,45,273.28 +CS,96339276010661,native,50,298.922 +CS,96339276010661,native,55,321.97 +CS,96339276010661,native,60,344.03 +CS,96339276010661,native,65,358.213 +CS,96339276010661,native,70,375.15 +CS,96339276010661,native,75,394.74 +CS,96339276010661,native,80,407.69 +CS,96339276010661,native,85,423.498 +CS,96339276010661,native,90,432.282 +CS,96339276010661,native,95,451.745 +CS,96339276010661,native,100,471.424 +CS,70009664010661,native,0,11.972 +CS,70009664010661,native,5,31.138 +CS,70009664010661,native,10,57.232 +CS,70009664010661,native,15,73.574 +CS,70009664010661,native,20,80.409 +CS,70009664010661,native,25,85.51 +CS,70009664010661,native,30,95.271 +CS,70009664010661,native,35,103.973 +CS,70009664010661,native,40,113.148 +CS,70009664010661,native,45,120.475 +CS,70009664010661,native,50,128.891 +CS,70009664010661,native,55,140.176 +CS,70009664010661,native,60,148.216 +CS,70009664010661,native,65,152.81 +CS,70009664010661,native,70,160.392 +CS,70009664010661,native,75,166.219 +CS,70009664010661,native,80,173.89 +CS,70009664010661,native,85,178.901 +CS,70009664010661,native,90,183.895 +CS,70009664010661,native,95,185.041 +CS,70009664010661,native,100,187.089 +CS,70009787010661,native,0,24.74 +CS,70009787010661,native,5,35.562 +CS,70009787010661,native,10,47.898 +CS,70009787010661,native,15,60.896 +CS,70009787010661,native,20,75.785 +CS,70009787010661,native,25,83.68 +CS,70009787010661,native,30,89.583 +CS,70009787010661,native,35,95.683 +CS,70009787010661,native,40,102.653 +CS,70009787010661,native,45,108.738 +CS,70009787010661,native,50,114.418 +CS,70009787010661,native,55,118.516 +CS,70009787010661,native,60,121.109 +CS,70009787010661,native,65,121.968 +CS,70009787010661,native,70,123.238 +CS,70009787010661,native,75,124.883 +CS,70009787010661,native,80,125.444 +CS,70009787010661,native,85,125.962 +CS,70009787010661,native,90,126.36 +CS,70009787010661,native,95,126.501 +CS,70009787010661,native,100,126.833 +CS,70016544010661,native,0,4.187 +CS,70016544010661,native,5,12.288 +CS,70016544010661,native,10,26.539 +CS,70016544010661,native,15,49.746 +CS,70016544010661,native,20,70.417 +CS,70016544010661,native,25,89.051 +CS,70016544010661,native,30,108.223 +CS,70016544010661,native,35,133.987 +CS,70016544010661,native,40,150.174 +CS,70016544010661,native,45,163.343 +CS,70016544010661,native,50,176.412 +CS,70016544010661,native,55,187.169 +CS,70016544010661,native,60,202.49 +CS,70016544010661,native,65,214.619 +CS,70016544010661,native,70,225.966 +CS,70016544010661,native,75,230.465 +CS,70016544010661,native,80,235.706 +CS,70016544010661,native,85,241.765 +CS,70016544010661,native,90,245.674 +CS,70016544010661,native,95,249.639 +CS,70016544010661,native,100,252.313 +CS,86109934010661,native,0,16.646 +CS,86109934010661,native,5,34.86 +CS,86109934010661,native,10,49.05 +CS,86109934010661,native,15,60.189 +CS,86109934010661,native,20,64.301 +CS,86109934010661,native,25,68.486 +CS,86109934010661,native,30,71.376 +CS,86109934010661,native,35,73.727 +CS,86109934010661,native,40,76.56 +CS,86109934010661,native,45,78.933 +CS,86109934010661,native,50,82.236 +CS,86109934010661,native,55,84.465 +CS,86109934010661,native,60,86.155 +CS,86109934010661,native,65,88.128 +CS,86109934010661,native,70,89.406 +CS,86109934010661,native,75,90.208 +CS,86109934010661,native,80,89.382 +CS,86109934010661,native,85,88.114 +CS,86109934010661,native,90,86.85 +CS,86109934010661,native,95,86.172 +CS,86109934010661,native,100,85.947 +CS,86101913010661,native,0,15.228 +CS,86101913010661,native,5,28.289 +CS,86101913010661,native,10,45.198 +CS,86101913010661,native,15,53.525 +CS,86101913010661,native,20,63.779 +CS,86101913010661,native,25,73.623 +CS,86101913010661,native,30,80.674 +CS,86101913010661,native,35,87.856 +CS,86101913010661,native,40,97.031 +CS,86101913010661,native,45,107.15 +CS,86101913010661,native,50,116.796 +CS,86101913010661,native,55,123.614 +CS,86101913010661,native,60,130.196 +CS,86101913010661,native,65,138.262 +CS,86101913010661,native,70,144.66 +CS,86101913010661,native,75,152.47 +CS,86101913010661,native,80,159.2 +CS,86101913010661,native,85,165.942 +CS,86101913010661,native,90,170.941 +CS,86101913010661,native,95,173.995 +CS,86101913010661,native,100,176.247 +CS,86105079010661,native,0,0.0 +CS,66975640010661,native,0,16.023 +CS,66975640010661,native,5,30.186 +CS,66975640010661,native,10,44.603 +CS,66975640010661,native,15,52.651 +CS,66975640010661,native,20,62.624 +CS,66975640010661,native,25,72.466 +CS,66975640010661,native,30,82.878 +CS,66975640010661,native,35,92.548 +CS,66975640010661,native,40,102.307 +CS,66975640010661,native,45,113.093 +CS,66975640010661,native,50,122.078 +CS,66975640010661,native,55,128.539 +CS,66975640010661,native,60,132.124 +CS,66975640010661,native,65,135.286 +CS,66975640010661,native,70,141.234 +CS,66975640010661,native,75,145.275 +CS,66975640010661,native,80,148.612 +CS,66975640010661,native,85,150.612 +CS,66975640010661,native,90,152.484 +CS,66975640010661,native,95,155.353 +CS,66975640010661,native,100,157.997 +CS,70014619010661,native,0,22.834 +CS,70014619010661,native,5,27.591 +CS,70014619010661,native,10,35.781 +CS,70014619010661,native,15,43.667 +CS,70014619010661,native,20,52.296 +CS,70014619010661,native,25,59.02 +CS,70014619010661,native,30,65.013 +CS,70014619010661,native,35,73.142 +CS,70014619010661,native,40,81.348 +CS,70014619010661,native,45,87.166 +CS,70014619010661,native,50,93.497 +CS,70014619010661,native,55,96.798 +CS,70014619010661,native,60,96.558 +CS,70014619010661,native,65,96.143 +CS,70014619010661,native,70,95.696 +CS,70014619010661,native,75,95.129 +CS,70014619010661,native,80,94.458 +CS,70014619010661,native,85,93.574 +CS,70014619010661,native,90,92.893 +CS,70014619010661,native,95,92.036 +CS,70014619010661,native,100,91.163 +CS,86092005010661,native,0,24.61 +CS,86092005010661,native,5,47.091 +CS,86092005010661,native,10,63.673 +CS,86092005010661,native,15,77.699 +CS,86092005010661,native,20,92.082 +CS,86092005010661,native,25,111.782 +CS,86092005010661,native,30,130.565 +CS,86092005010661,native,35,138.974 +CS,86092005010661,native,40,143.995 +CS,86092005010661,native,45,146.831 +CS,86092005010661,native,50,149.687 +CS,86092005010661,native,55,152.222 +CS,86092005010661,native,60,150.697 +CS,86092005010661,native,65,148.784 +CS,86092005010661,native,70,146.719 +CS,86092005010661,native,75,147.227 +CS,86092005010661,native,80,147.268 +CS,86092005010661,native,85,148.97 +CS,86092005010661,native,90,151.355 +CS,86092005010661,native,95,153.777 +CS,86092005010661,native,100,155.213 +CS,86112358010661,native,0,24.908 +CS,86112358010661,native,5,39.056 +CS,86112358010661,native,10,48.998 +CS,86112358010661,native,15,55.101 +CS,86112358010661,native,20,63.33 +CS,86112358010661,native,25,69.506 +CS,86112358010661,native,30,76.486 +CS,86112358010661,native,35,86.829 +CS,86112358010661,native,40,98.841 +CS,86112358010661,native,45,108.263 +CS,86112358010661,native,50,120.128 +CS,86112358010661,native,55,127.969 +CS,86112358010661,native,60,138.049 +CS,86112358010661,native,65,144.05 +CS,86112358010661,native,70,146.266 +CS,86112358010661,native,75,149.986 +CS,86112358010661,native,80,154.101 +CS,86112358010661,native,85,157.111 +CS,86112358010661,native,90,159.634 +CS,86112358010661,native,95,162.547 +CS,86112358010661,native,100,166.038 +CS,86096165010661,native,0,31.674 +CS,86096165010661,native,5,42.236 +CS,86096165010661,native,10,53.439 +CS,86096165010661,native,15,61.56 +CS,86096165010661,native,20,70.11 +CS,86096165010661,native,25,76.875 +CS,86096165010661,native,30,82.052 +CS,86096165010661,native,35,88.173 +CS,86096165010661,native,40,91.985 +CS,86096165010661,native,45,97.395 +CS,86096165010661,native,50,105.048 +CS,86096165010661,native,55,109.401 +CS,86096165010661,native,60,114.791 +CS,86096165010661,native,65,121.021 +CS,86096165010661,native,70,123.42 +CS,86096165010661,native,75,125.521 +CS,86096165010661,native,80,127.802 +CS,86096165010661,native,85,131.435 +CS,86096165010661,native,90,133.871 +CS,86096165010661,native,95,136.6 +CS,86096165010661,native,100,138.664 +CS,107867403010661,native,0,0.0 +CS,86109189010661,native,0,1.907 +CS,86109189010661,native,5,5.268 +CS,86109189010661,native,10,11.864 +CS,86109189010661,native,15,20.656 +CS,86109189010661,native,20,28.937 +CS,86109189010661,native,25,35.407 +CS,86109189010661,native,30,44.202 +CS,86109189010661,native,35,52.133 +CS,86109189010661,native,40,62.305 +CS,86109189010661,native,45,74.891 +CS,86109189010661,native,50,91.647 +CS,86109189010661,native,55,110.617 +CS,86109189010661,native,60,131.707 +CS,86109189010661,native,65,137.355 +CS,86109189010661,native,70,143.358 +CS,86109189010661,native,75,147.476 +CS,86109189010661,native,80,151.854 +CS,86109189010661,native,85,153.541 +CS,86109189010661,native,90,155.662 +CS,86109189010661,native,95,157.517 +CS,86109189010661,native,100,158.486 +CS,86110886010661,native,0,23.459 +CS,86110886010661,native,5,42.457 +CS,86110886010661,native,10,53.996 +CS,86110886010661,native,15,58.007 +CS,86110886010661,native,20,62.693 +CS,86110886010661,native,25,65.494 +CS,86110886010661,native,30,68.457 +CS,86110886010661,native,35,71.563 +CS,86110886010661,native,40,76.391 +CS,86110886010661,native,45,80.726 +CS,86110886010661,native,50,83.963 +CS,86110886010661,native,55,86.508 +CS,86110886010661,native,60,92.289 +CS,86110886010661,native,65,94.9 +CS,86110886010661,native,70,98.79 +CS,86110886010661,native,75,99.347 +CS,86110886010661,native,80,98.584 +CS,86110886010661,native,85,96.995 +CS,86110886010661,native,90,94.926 +CS,86110886010661,native,95,93.354 +CS,86110886010661,native,100,91.826 +CS,86088529010661,native,0,4.135 +CS,86088529010661,native,5,11.232 +CS,86088529010661,native,10,21.749 +CS,86088529010661,native,15,35.958 +CS,86088529010661,native,20,48.673 +CS,86088529010661,native,25,60.081 +CS,86088529010661,native,30,70.828 +CS,86088529010661,native,35,77.759 +CS,86088529010661,native,40,80.254 +CS,86088529010661,native,45,81.156 +CS,86088529010661,native,50,82.79 +CS,86088529010661,native,55,86.838 +CS,86088529010661,native,60,89.775 +CS,86088529010661,native,65,91.004 +CS,86088529010661,native,70,92.753 +CS,86088529010661,native,75,93.737 +CS,86088529010661,native,80,94.945 +CS,86088529010661,native,85,95.729 +CS,86088529010661,native,90,96.305 +CS,86088529010661,native,95,97.499 +CS,86088529010661,native,100,99.024 +CS,86095711010661,native,0,55.297 +CS,86095711010661,native,5,70.125 +CS,86095711010661,native,10,81.036 +CS,86095711010661,native,15,89.852 +CS,86095711010661,native,20,96.208 +CS,86095711010661,native,25,103.367 +CS,86095711010661,native,30,112.181 +CS,86095711010661,native,35,122.271 +CS,86095711010661,native,40,132.122 +CS,86095711010661,native,45,140.37 +CS,86095711010661,native,50,149.56 +CS,86095711010661,native,55,158.627 +CS,86095711010661,native,60,167.347 +CS,86095711010661,native,65,172.119 +CS,86095711010661,native,70,176.258 +CS,86095711010661,native,75,178.912 +CS,86095711010661,native,80,182.496 +CS,86095711010661,native,85,185.806 +CS,86095711010661,native,90,188.609 +CS,86095711010661,native,95,191.33 +CS,86095711010661,native,100,194.166 +CS,96304189010661,native,0,34.258 +CS,96304189010661,native,5,46.657 +CS,96304189010661,native,10,57.482 +CS,96304189010661,native,15,68.391 +CS,96304189010661,native,20,78.114 +CS,96304189010661,native,25,87.784 +CS,96304189010661,native,30,96.685 +CS,96304189010661,native,35,105.111 +CS,96304189010661,native,40,113.87 +CS,96304189010661,native,45,125.085 +CS,96304189010661,native,50,135.588 +CS,96304189010661,native,55,145.577 +CS,96304189010661,native,60,157.883 +CS,96304189010661,native,65,164.159 +CS,96304189010661,native,70,169.592 +CS,96304189010661,native,75,174.562 +CS,96304189010661,native,80,179.018 +CS,96304189010661,native,85,182.262 +CS,96304189010661,native,90,185.543 +CS,96304189010661,native,95,189.124 +CS,96304189010661,native,100,192.24 +CS,96325550010661,native,0,38.737 +CS,96325550010661,native,5,51.61 +CS,96325550010661,native,10,62.603 +CS,96325550010661,native,15,68.309 +CS,96325550010661,native,20,75.628 +CS,96325550010661,native,25,83.86 +CS,96325550010661,native,30,93.787 +CS,96325550010661,native,35,106.921 +CS,96325550010661,native,40,114.859 +CS,96325550010661,native,45,122.927 +CS,96325550010661,native,50,130.098 +CS,96325550010661,native,55,136.565 +CS,96325550010661,native,60,141.541 +CS,96325550010661,native,65,148.28 +CS,96325550010661,native,70,154.555 +CS,96325550010661,native,75,160.014 +CS,96325550010661,native,80,168.223 +CS,96325550010661,native,85,173.892 +CS,96325550010661,native,90,182.201 +CS,96325550010661,native,95,185.566 +CS,96325550010661,native,100,194.029 +CS,96304452010661,native,0,6.068 +CS,96304452010661,native,5,13.893 +CS,96304452010661,native,10,26.592 +CS,96304452010661,native,15,41.013 +CS,96304452010661,native,20,52.937 +CS,96304452010661,native,25,65.474 +CS,96304452010661,native,30,77.054 +CS,96304452010661,native,35,88.399 +CS,96304452010661,native,40,95.717 +CS,96304452010661,native,45,105.716 +CS,96304452010661,native,50,115.358 +CS,96304452010661,native,55,122.199 +CS,96304452010661,native,60,127.095 +CS,96304452010661,native,65,132.008 +CS,96304452010661,native,70,137.841 +CS,96304452010661,native,75,142.301 +CS,96304452010661,native,80,146.737 +CS,96304452010661,native,85,150.293 +CS,96304452010661,native,90,153.511 +CS,96304452010661,native,95,157.165 +CS,96304452010661,native,100,160.5 +CS,96315139010661,native,0,8.998 +CS,96315139010661,native,5,26.778 +CS,96315139010661,native,10,42.905 +CS,96315139010661,native,15,50.391 +CS,96315139010661,native,20,58.199 +CS,96315139010661,native,25,67.233 +CS,96315139010661,native,30,75.09 +CS,96315139010661,native,35,83.638 +CS,96315139010661,native,40,93.37 +CS,96315139010661,native,45,101.461 +CS,96315139010661,native,50,111.341 +CS,96315139010661,native,55,117.668 +CS,96315139010661,native,60,126.621 +CS,96315139010661,native,65,131.525 +CS,96315139010661,native,70,136.787 +CS,96315139010661,native,75,139.376 +CS,96315139010661,native,80,142.761 +CS,96315139010661,native,85,146.402 +CS,96315139010661,native,90,148.725 +CS,96315139010661,native,95,151.116 +CS,96315139010661,native,100,153.649 +CS,96314882010661,native,0,0.254 +CS,96314882010661,native,5,1.382 +CS,96314882010661,native,10,3.701 +CS,96314882010661,native,15,7.471 +CS,96314882010661,native,20,13.044 +CS,96314882010661,native,25,19.774 +CS,96314882010661,native,30,27.094 +CS,96314882010661,native,35,36.956 +CS,96314882010661,native,40,48.124 +CS,96314882010661,native,45,64.877 +CS,96314882010661,native,50,78.56 +CS,96314882010661,native,55,90.55 +CS,96314882010661,native,60,101.987 +CS,96314882010661,native,65,117.218 +CS,96314882010661,native,70,131.201 +CS,96314882010661,native,75,143.138 +CS,96314882010661,native,80,149.998 +CS,96314882010661,native,85,154.503 +CS,96314882010661,native,90,157.06 +CS,96314882010661,native,95,160.981 +CS,96314882010661,native,100,163.643 +CS,96312101010661,native,0,0.0 +CS,96323593010661,native,0,15.215 +CS,96323593010661,native,5,38.526 +CS,96323593010661,native,10,66.342 +CS,96323593010661,native,15,78.494 +CS,96323593010661,native,20,82.878 +CS,96323593010661,native,25,90.684 +CS,96323593010661,native,30,98.579 +CS,96323593010661,native,35,104.572 +CS,96323593010661,native,40,111.224 +CS,96323593010661,native,45,116.231 +CS,96323593010661,native,50,123.65 +CS,96323593010661,native,55,129.404 +CS,96323593010661,native,60,135.594 +CS,96323593010661,native,65,139.001 +CS,96323593010661,native,70,141.732 +CS,96323593010661,native,75,145.721 +CS,96323593010661,native,80,149.024 +CS,96323593010661,native,85,150.983 +CS,96323593010661,native,90,153.073 +CS,96323593010661,native,95,155.384 +CS,96323593010661,native,100,157.202 +CS,96324305010661,native,0,18.132 +CS,96324305010661,native,5,26.233 +CS,96324305010661,native,10,34.208 +CS,96324305010661,native,15,40.582 +CS,96324305010661,native,20,47.478 +CS,96324305010661,native,25,55.648 +CS,96324305010661,native,30,66.355 +CS,96324305010661,native,35,74.719 +CS,96324305010661,native,40,85.205 +CS,96324305010661,native,45,97.277 +CS,96324305010661,native,50,110.793 +CS,96324305010661,native,55,121.944 +CS,96324305010661,native,60,132.9 +CS,96324305010661,native,65,140.209 +CS,96324305010661,native,70,145.362 +CS,96324305010661,native,75,150.39 +CS,96324305010661,native,80,155.546 +CS,96324305010661,native,85,157.871 +CS,96324305010661,native,90,161.417 +CS,96324305010661,native,95,164.112 +CS,96324305010661,native,100,167.311 +CS,96309913010661,native,0,0.59 +CS,96309913010661,native,5,2.376 +CS,96309913010661,native,10,5.858 +CS,96309913010661,native,15,12.115 +CS,96309913010661,native,20,17.481 +CS,96309913010661,native,25,22.162 +CS,96309913010661,native,30,30.314 +CS,96309913010661,native,35,35.135 +CS,96309913010661,native,40,43.171 +CS,96309913010661,native,45,51.298 +CS,96309913010661,native,50,58.657 +CS,96309913010661,native,55,63.768 +CS,96309913010661,native,60,68.518 +CS,96309913010661,native,65,72.785 +CS,96309913010661,native,70,74.658 +CS,96309913010661,native,75,77.222 +CS,96309913010661,native,80,78.885 +CS,96309913010661,native,85,80.989 +CS,96309913010661,native,90,82.851 +CS,96309913010661,native,95,85.984 +CS,96309913010661,native,100,87.135 +CS,70003005010661,native,0,15.169 +CS,70003005010661,native,5,28.343 +CS,70003005010661,native,10,37.092 +CS,70003005010661,native,15,46.28 +CS,70003005010661,native,20,53.265 +CS,70003005010661,native,25,62.84 +CS,70003005010661,native,30,70.997 +CS,70003005010661,native,35,78.011 +CS,70003005010661,native,40,80.778 +CS,70003005010661,native,45,86.657 +CS,70003005010661,native,50,88.514 +CS,70003005010661,native,55,93.628 +CS,70003005010661,native,60,97.275 +CS,70003005010661,native,65,100.795 +CS,70003005010661,native,70,103.616 +CS,70003005010661,native,75,105.493 +CS,70003005010661,native,80,107.034 +CS,70003005010661,native,85,108.646 +CS,70003005010661,native,90,109.5 +CS,70003005010661,native,95,111.472 +CS,70003005010661,native,100,112.791 +CS,70019450010661,native,0,23.618 +CS,70019450010661,native,5,44.759 +CS,70019450010661,native,10,52.053 +CS,70019450010661,native,15,55.971 +CS,70019450010661,native,20,56.788 +CS,70019450010661,native,25,59.633 +CS,70019450010661,native,30,62.203 +CS,70019450010661,native,35,65.255 +CS,70019450010661,native,40,67.276 +CS,70019450010661,native,45,70.396 +CS,70019450010661,native,50,73.584 +CS,70019450010661,native,55,75.261 +CS,70019450010661,native,60,76.308 +CS,70019450010661,native,65,77.715 +CS,70019450010661,native,70,77.486 +CS,70019450010661,native,75,78.62 +CS,70019450010661,native,80,79.393 +CS,70019450010661,native,85,80.025 +CS,70019450010661,native,90,81.389 +CS,70019450010661,native,95,83.698 +CS,70019450010661,native,100,84.94 +CS,66736528010661,native,0,10.3 +CS,66736528010661,native,5,23.747 +CS,66736528010661,native,10,37.509 +CS,66736528010661,native,15,45.565 +CS,66736528010661,native,20,55.333 +CS,66736528010661,native,25,65.389 +CS,66736528010661,native,30,75.873 +CS,66736528010661,native,35,83.805 +CS,66736528010661,native,40,88.019 +CS,66736528010661,native,45,90.079 +CS,66736528010661,native,50,93.061 +CS,66736528010661,native,55,94.599 +CS,66736528010661,native,60,96.509 +CS,66736528010661,native,65,98.432 +CS,66736528010661,native,70,98.961 +CS,66736528010661,native,75,98.645 +CS,66736528010661,native,80,98.155 +CS,66736528010661,native,85,97.645 +CS,66736528010661,native,90,97.084 +CS,66736528010661,native,95,96.52 +CS,66736528010661,native,100,95.677 +CS,66735285010661,native,0,3.791 +CS,66735285010661,native,5,8.236 +CS,66735285010661,native,10,13.973 +CS,66735285010661,native,15,19.837 +CS,66735285010661,native,20,24.012 +CS,66735285010661,native,25,27.283 +CS,66735285010661,native,30,31.401 +CS,66735285010661,native,35,35.373 +CS,66735285010661,native,40,39.391 +CS,66735285010661,native,45,44.692 +CS,66735285010661,native,50,52.981 +CS,66735285010661,native,55,62.151 +CS,66735285010661,native,60,68.999 +CS,66735285010661,native,65,71.213 +CS,66735285010661,native,70,74.006 +CS,66735285010661,native,75,76.155 +CS,66735285010661,native,80,78.7 +CS,66735285010661,native,85,80.252 +CS,66735285010661,native,90,81.703 +CS,66735285010661,native,95,82.889 +CS,66735285010661,native,100,84.453 +CS,66740421010661,native,0,4.248 +CS,66740421010661,native,5,11.245 +CS,66740421010661,native,10,21.562 +CS,66740421010661,native,15,31.557 +CS,66740421010661,native,20,37.624 +CS,66740421010661,native,25,42.132 +CS,66740421010661,native,30,45.463 +CS,66740421010661,native,35,49.906 +CS,66740421010661,native,40,54.231 +CS,66740421010661,native,45,57.65 +CS,66740421010661,native,50,63.377 +CS,66740421010661,native,55,67.9 +CS,66740421010661,native,60,72.46 +CS,66740421010661,native,65,73.729 +CS,66740421010661,native,70,74.863 +CS,66740421010661,native,75,76.36 +CS,66740421010661,native,80,78.529 +CS,66740421010661,native,85,80.093 +CS,66740421010661,native,90,81.92 +CS,66740421010661,native,95,83.598 +CS,66740421010661,native,100,85.872 +CS,66661815010661,native,0,7.713 +CS,66661815010661,native,5,27.71 +CS,66661815010661,native,10,52.764 +CS,66661815010661,native,15,64.956 +CS,66661815010661,native,20,72.787 +CS,66661815010661,native,25,78.416 +CS,66661815010661,native,30,83.018 +CS,66661815010661,native,35,87.666 +CS,66661815010661,native,40,92.921 +CS,66661815010661,native,45,98.032 +CS,66661815010661,native,50,102.845 +CS,66661815010661,native,55,106.269 +CS,66661815010661,native,60,109.522 +CS,66661815010661,native,65,112.813 +CS,66661815010661,native,70,116.371 +CS,66661815010661,native,75,120.923 +CS,66661815010661,native,80,124.86 +CS,66661815010661,native,85,127.173 +CS,66661815010661,native,90,127.361 +CS,66661815010661,native,95,129.597 +CS,66661815010661,native,100,132.323 +CS,70009401010661,native,0,39.129 +CS,70009401010661,native,5,54.659 +CS,70009401010661,native,10,66.026 +CS,70009401010661,native,15,75.221 +CS,70009401010661,native,20,84.621 +CS,70009401010661,native,25,91.427 +CS,70009401010661,native,30,97.581 +CS,70009401010661,native,35,101.85 +CS,70009401010661,native,40,104.792 +CS,70009401010661,native,45,108.068 +CS,70009401010661,native,50,111.493 +CS,70009401010661,native,55,114.97 +CS,70009401010661,native,60,118.564 +CS,70009401010661,native,65,121.626 +CS,70009401010661,native,70,125.911 +CS,70009401010661,native,75,130.314 +CS,70009401010661,native,80,134.929 +CS,70009401010661,native,85,137.723 +CS,70009401010661,native,90,140.712 +CS,70009401010661,native,95,143.394 +CS,70009401010661,native,100,147.336 +CS,70017224010661,native,0,7.89 +CS,70017224010661,native,5,25.001 +CS,70017224010661,native,10,45.347 +CS,70017224010661,native,15,48.248 +CS,70017224010661,native,20,53.0 +CS,70017224010661,native,25,58.593 +CS,70017224010661,native,30,61.345 +CS,70017224010661,native,35,63.782 +CS,70017224010661,native,40,67.458 +CS,70017224010661,native,45,69.966 +CS,70017224010661,native,50,73.255 +CS,70017224010661,native,55,75.255 +CS,70017224010661,native,60,77.806 +CS,70017224010661,native,65,80.575 +CS,70017224010661,native,70,82.413 +CS,70017224010661,native,75,84.066 +CS,70017224010661,native,80,85.351 +CS,70017224010661,native,85,86.703 +CS,70017224010661,native,90,87.968 +CS,70017224010661,native,95,89.379 +CS,70017224010661,native,100,90.518 +CS,86103844010661,native,0,5.313 +CS,86103844010661,native,5,15.168 +CS,86103844010661,native,10,31.06 +CS,86103844010661,native,15,50.249 +CS,86103844010661,native,20,64.627 +CS,86103844010661,native,25,70.988 +CS,86103844010661,native,30,75.124 +CS,86103844010661,native,35,80.183 +CS,86103844010661,native,40,86.342 +CS,86103844010661,native,45,93.301 +CS,86103844010661,native,50,100.588 +CS,86103844010661,native,55,106.866 +CS,86103844010661,native,60,113.144 +CS,86103844010661,native,65,119.425 +CS,86103844010661,native,70,125.642 +CS,86103844010661,native,75,131.94 +CS,86103844010661,native,80,135.611 +CS,86103844010661,native,85,139.564 +CS,86103844010661,native,90,143.319 +CS,86103844010661,native,95,147.033 +CS,86103844010661,native,100,150.323 +CS,86140251010661,native,0,3.586 +CS,86140251010661,native,5,7.952 +CS,86140251010661,native,10,14.448 +CS,86140251010661,native,15,19.844 +CS,86140251010661,native,20,25.876 +CS,86140251010661,native,25,32.68 +CS,86140251010661,native,30,39.128 +CS,86140251010661,native,35,45.854 +CS,86140251010661,native,40,52.743 +CS,86140251010661,native,45,61.231 +CS,86140251010661,native,50,69.156 +CS,86140251010661,native,55,76.376 +CS,86140251010661,native,60,85.316 +CS,86140251010661,native,65,92.529 +CS,86140251010661,native,70,98.978 +CS,86140251010661,native,75,105.425 +CS,86140251010661,native,80,113.718 +CS,86140251010661,native,85,120.771 +CS,86140251010661,native,90,127.002 +CS,86140251010661,native,95,131.537 +CS,86140251010661,native,100,132.616 +CS,70010854010661,native,0,36.781 +CS,70010854010661,native,5,52.359 +CS,70010854010661,native,10,61.63 +CS,70010854010661,native,15,69.666 +CS,70010854010661,native,20,77.803 +CS,70010854010661,native,25,85.836 +CS,70010854010661,native,30,94.838 +CS,70010854010661,native,35,101.045 +CS,70010854010661,native,40,107.893 +CS,70010854010661,native,45,112.087 +CS,70010854010661,native,50,118.823 +CS,70010854010661,native,55,126.529 +CS,70010854010661,native,60,130.588 +CS,70010854010661,native,65,133.857 +CS,70010854010661,native,70,137.583 +CS,70010854010661,native,75,140.56 +CS,70010854010661,native,80,144.31 +CS,70010854010661,native,85,146.632 +CS,70010854010661,native,90,150.443 +CS,70010854010661,native,95,154.172 +CS,70010854010661,native,100,156.538 +CS,70007437010661,native,0,0.0 +CS,70018665010661,native,0,33.318 +CS,70018665010661,native,5,43.353 +CS,70018665010661,native,10,55.256 +CS,70018665010661,native,15,64.067 +CS,70018665010661,native,20,69.947 +CS,70018665010661,native,25,75.712 +CS,70018665010661,native,30,79.442 +CS,70018665010661,native,35,84.255 +CS,70018665010661,native,40,88.133 +CS,70018665010661,native,45,91.167 +CS,70018665010661,native,50,95.096 +CS,70018665010661,native,55,98.088 +CS,70018665010661,native,60,100.835 +CS,70018665010661,native,65,102.808 +CS,70018665010661,native,70,105.575 +CS,70018665010661,native,75,108.197 +CS,70018665010661,native,80,107.924 +CS,70018665010661,native,85,108.115 +CS,70018665010661,native,90,108.573 +CS,70018665010661,native,95,108.965 +CS,70018665010661,native,100,109.667 +CS,70008461010661,native,0,130.644 +CS,70008461010661,native,5,182.093 +CS,70008461010661,native,10,222.356 +CS,70008461010661,native,15,261.496 +CS,70008461010661,native,20,285.858 +CS,70008461010661,native,25,309.559 +CS,70008461010661,native,30,336.989 +CS,70008461010661,native,35,356.434 +CS,70008461010661,native,40,372.73 +CS,70008461010661,native,45,387.04 +CS,70008461010661,native,50,402.593 +CS,70008461010661,native,55,418.123 +CS,70008461010661,native,60,437.371 +CS,70008461010661,native,65,454.545 +CS,70008461010661,native,70,469.763 +CS,70008461010661,native,75,483.789 +CS,70008461010661,native,80,498.275 +CS,70008461010661,native,85,513.313 +CS,70008461010661,native,90,529.085 +CS,70008461010661,native,95,543.478 +CS,70008461010661,native,100,555.068 +CS,70011245010661,native,0,0.0 +CS,70011632010661,native,0,0.0 +CS,86095931010661,native,0,3.25 +CS,86095931010661,native,5,15.23 +CS,86095931010661,native,10,41.316 +CS,86095931010661,native,15,74.539 +CS,86095931010661,native,20,87.718 +CS,86095931010661,native,25,93.672 +CS,86095931010661,native,30,99.865 +CS,86095931010661,native,35,106.828 +CS,86095931010661,native,40,112.451 +CS,86095931010661,native,45,118.888 +CS,86095931010661,native,50,123.586 +CS,86095931010661,native,55,128.024 +CS,86095931010661,native,60,132.861 +CS,86095931010661,native,65,137.297 +CS,86095931010661,native,70,140.723 +CS,86095931010661,native,75,143.612 +CS,86095931010661,native,80,146.781 +CS,86095931010661,native,85,149.883 +CS,86095931010661,native,90,153.001 +CS,86095931010661,native,95,155.862 +CS,86095931010661,native,100,158.116 +CS,86111219010661,native,0,30.085 +CS,86111219010661,native,5,38.029 +CS,86111219010661,native,10,43.537 +CS,86111219010661,native,15,49.752 +CS,86111219010661,native,20,55.756 +CS,86111219010661,native,25,60.339 +CS,86111219010661,native,30,65.698 +CS,86111219010661,native,35,71.082 +CS,86111219010661,native,40,76.267 +CS,86111219010661,native,45,83.618 +CS,86111219010661,native,50,88.935 +CS,86111219010661,native,55,96.482 +CS,86111219010661,native,60,102.713 +CS,86111219010661,native,65,106.428 +CS,86111219010661,native,70,111.81 +CS,86111219010661,native,75,115.134 +CS,86111219010661,native,80,118.782 +CS,86111219010661,native,85,121.568 +CS,86111219010661,native,90,125.905 +CS,86111219010661,native,95,129.846 +CS,86111219010661,native,100,135.059 +CS,107867082010661,native,0,1.557 +CS,107867082010661,native,5,2.779 +CS,107867082010661,native,10,3.933 +CS,107867082010661,native,15,5.203 +CS,107867082010661,native,20,6.365 +CS,107867082010661,native,25,7.65 +CS,107867082010661,native,30,9.359 +CS,107867082010661,native,35,11.431 +CS,107867082010661,native,40,13.322 +CS,107867082010661,native,45,15.219 +CS,107867082010661,native,50,17.623 +CS,107867082010661,native,55,20.262 +CS,107867082010661,native,60,23.038 +CS,107867082010661,native,65,26.116 +CS,107867082010661,native,70,30.11 +CS,107867082010661,native,75,34.397 +CS,107867082010661,native,80,38.881 +CS,107867082010661,native,85,44.206 +CS,107867082010661,native,90,51.136 +CS,107867082010661,native,95,58.575 +CS,107867082010661,native,100,67.157 +CS,66958211010661,native,0,8.046 +CS,66958211010661,native,5,19.255 +CS,66958211010661,native,10,35.219 +CS,66958211010661,native,15,52.153 +CS,66958211010661,native,20,68.013 +CS,66958211010661,native,25,77.74 +CS,66958211010661,native,30,85.683 +CS,66958211010661,native,35,92.921 +CS,66958211010661,native,40,102.25 +CS,66958211010661,native,45,111.14 +CS,66958211010661,native,50,119.496 +CS,66958211010661,native,55,126.278 +CS,66958211010661,native,60,132.777 +CS,66958211010661,native,65,140.624 +CS,66958211010661,native,70,147.951 +CS,66958211010661,native,75,150.78 +CS,66958211010661,native,80,154.294 +CS,66958211010661,native,85,158.236 +CS,66958211010661,native,90,161.434 +CS,66958211010661,native,95,163.984 +CS,66958211010661,native,100,167.235 +CS,66976391010661,native,0,0.472 +CS,66976391010661,native,5,2.298 +CS,66976391010661,native,10,5.795 +CS,66976391010661,native,15,11.669 +CS,66976391010661,native,20,18.703 +CS,66976391010661,native,25,24.195 +CS,66976391010661,native,30,29.03 +CS,66976391010661,native,35,33.683 +CS,66976391010661,native,40,39.941 +CS,66976391010661,native,45,46.343 +CS,66976391010661,native,50,57.221 +CS,66976391010661,native,55,64.403 +CS,66976391010661,native,60,68.639 +CS,66976391010661,native,65,72.359 +CS,66976391010661,native,70,74.789 +CS,66976391010661,native,75,77.745 +CS,66976391010661,native,80,79.696 +CS,66976391010661,native,85,81.979 +CS,66976391010661,native,90,83.447 +CS,66976391010661,native,95,85.923 +CS,66976391010661,native,100,88.056 +CS,96319735010661,native,0,51.933 +CS,96319735010661,native,5,69.741 +CS,96319735010661,native,10,85.748 +CS,96319735010661,native,15,102.717 +CS,96319735010661,native,20,110.776 +CS,96319735010661,native,25,119.02 +CS,96319735010661,native,30,126.115 +CS,96319735010661,native,35,131.81 +CS,96319735010661,native,40,137.655 +CS,96319735010661,native,45,141.171 +CS,96319735010661,native,50,145.227 +CS,96319735010661,native,55,145.867 +CS,96319735010661,native,60,148.586 +CS,96319735010661,native,65,152.035 +CS,96319735010661,native,70,155.639 +CS,96319735010661,native,75,158.709 +CS,96319735010661,native,80,161.628 +CS,96319735010661,native,85,164.772 +CS,96319735010661,native,90,168.306 +CS,96319735010661,native,95,171.063 +CS,96319735010661,native,100,173.385 +CS,96319642010661,native,0,18.65 +CS,96319642010661,native,5,31.494 +CS,96319642010661,native,10,41.999 +CS,96319642010661,native,15,47.877 +CS,96319642010661,native,20,55.237 +CS,96319642010661,native,25,61.745 +CS,96319642010661,native,30,69.567 +CS,96319642010661,native,35,77.03 +CS,96319642010661,native,40,83.314 +CS,96319642010661,native,45,89.867 +CS,96319642010661,native,50,97.422 +CS,96319642010661,native,55,105.241 +CS,96319642010661,native,60,112.608 +CS,96319642010661,native,65,122.042 +CS,96319642010661,native,70,130.165 +CS,96319642010661,native,75,140.054 +CS,96319642010661,native,80,148.187 +CS,96319642010661,native,85,153.493 +CS,96319642010661,native,90,157.656 +CS,96319642010661,native,95,162.239 +CS,96319642010661,native,100,165.544 +CS,96335244010661,native,0,3.924 +CS,96335244010661,native,5,10.717 +CS,96335244010661,native,10,22.375 +CS,96335244010661,native,15,36.534 +CS,96335244010661,native,20,48.202 +CS,96335244010661,native,25,57.784 +CS,96335244010661,native,30,67.831 +CS,96335244010661,native,35,82.481 +CS,96335244010661,native,40,96.7 +CS,96335244010661,native,45,110.746 +CS,96335244010661,native,50,117.365 +CS,96335244010661,native,55,126.918 +CS,96335244010661,native,60,132.412 +CS,96335244010661,native,65,135.491 +CS,96335244010661,native,70,139.986 +CS,96335244010661,native,75,143.363 +CS,96335244010661,native,80,149.396 +CS,96335244010661,native,85,151.085 +CS,96335244010661,native,90,154.072 +CS,96335244010661,native,95,157.975 +CS,96335244010661,native,100,159.617 +CS,102166003010661,native,0,0.0 +CS,102166408010661,native,0,0.401 +CS,102166408010661,native,5,0.691 +CS,102166408010661,native,10,1.128 +CS,102166408010661,native,15,1.707 +CS,102166408010661,native,20,2.461 +CS,102166408010661,native,25,3.218 +CS,102166408010661,native,30,4.106 +CS,102166408010661,native,35,5.09 +CS,102166408010661,native,40,6.175 +CS,102166408010661,native,45,7.557 +CS,102166408010661,native,50,9.383 +CS,102166408010661,native,55,11.11 +CS,102166408010661,native,60,13.139 +CS,102166408010661,native,65,15.163 +CS,102166408010661,native,70,17.67 +CS,102166408010661,native,75,20.204 +CS,102166408010661,native,80,22.203 +CS,102166408010661,native,85,24.427 +CS,102166408010661,native,90,26.486 +CS,102166408010661,native,95,29.069 +CS,102166408010661,native,100,31.14 +CS,96304578010661,native,0,0.0 +CS,96338888010661,native,0,0.0 +CS,96300116010661,native,0,0.0 +CS,70017723010661,native,0,0.0 +CS,70019117010661,native,0,0.0 +CS,96297710010661,native,0,0.0 +CS,96319416010661,native,0,56.048 +CS,96319416010661,native,5,75.183 +CS,96319416010661,native,10,87.183 +CS,96319416010661,native,15,96.908 +CS,96319416010661,native,20,104.924 +CS,96319416010661,native,25,114.843 +CS,96319416010661,native,30,119.92 +CS,96319416010661,native,35,128.559 +CS,96319416010661,native,40,133.998 +CS,96319416010661,native,45,138.561 +CS,96319416010661,native,50,145.286 +CS,96319416010661,native,55,151.186 +CS,96319416010661,native,60,153.101 +CS,96319416010661,native,65,155.653 +CS,96319416010661,native,70,156.999 +CS,96319416010661,native,75,158.682 +CS,96319416010661,native,80,161.49 +CS,96319416010661,native,85,165.13 +CS,96319416010661,native,90,167.769 +CS,96319416010661,native,95,170.775 +CS,96319416010661,native,100,173.485 +CS,96310738010661,native,0,14.125 +CS,96310738010661,native,5,34.624 +CS,96310738010661,native,10,45.343 +CS,96310738010661,native,15,46.381 +CS,96310738010661,native,20,50.231 +CS,96310738010661,native,25,54.58 +CS,96310738010661,native,30,58.837 +CS,96310738010661,native,35,61.857 +CS,96310738010661,native,40,65.195 +CS,96310738010661,native,45,67.561 +CS,96310738010661,native,50,70.996 +CS,96310738010661,native,55,73.251 +CS,96310738010661,native,60,75.92 +CS,96310738010661,native,65,77.899 +CS,96310738010661,native,70,80.118 +CS,96310738010661,native,75,82.794 +CS,96310738010661,native,80,84.455 +CS,96310738010661,native,85,85.737 +CS,96310738010661,native,90,87.087 +CS,96310738010661,native,95,88.343 +CS,96310738010661,native,100,89.8 +CS,96299042010661,native,0,0.0 +CS,96310506010661,native,0,3.529 +CS,96310506010661,native,5,17.22 +CS,96310506010661,native,10,38.102 +CS,96310506010661,native,15,44.953 +CS,96310506010661,native,20,49.138 +CS,96310506010661,native,25,54.566 +CS,96310506010661,native,30,58.737 +CS,96310506010661,native,35,63.68 +CS,96310506010661,native,40,66.516 +CS,96310506010661,native,45,68.893 +CS,96310506010661,native,50,70.549 +CS,96310506010661,native,55,73.136 +CS,96310506010661,native,60,75.151 +CS,96310506010661,native,65,77.4 +CS,96310506010661,native,70,79.515 +CS,96310506010661,native,75,81.713 +CS,96310506010661,native,80,83.51 +CS,96310506010661,native,85,84.85 +CS,96310506010661,native,90,86.049 +CS,96310506010661,native,95,87.335 +CS,96310506010661,native,100,88.889 +CS,96328687010661,native,0,5.236 +CS,96328687010661,native,5,16.954 +CS,96328687010661,native,10,39.031 +CS,96328687010661,native,15,58.897 +CS,96328687010661,native,20,75.598 +CS,96328687010661,native,25,87.936 +CS,96328687010661,native,30,100.792 +CS,96328687010661,native,35,111.825 +CS,96328687010661,native,40,131.37 +CS,96328687010661,native,45,144.386 +CS,96328687010661,native,50,150.611 +CS,96328687010661,native,55,152.291 +CS,96328687010661,native,60,152.476 +CS,96328687010661,native,65,155.334 +CS,96328687010661,native,70,158.579 +CS,96328687010661,native,75,157.655 +CS,96328687010661,native,80,154.888 +CS,96328687010661,native,85,152.949 +CS,96328687010661,native,90,149.205 +CS,96328687010661,native,95,144.555 +CS,96328687010661,native,100,141.288 +CS,69999717010661,native,0,0.0 +CS,69999769010661,native,0,22.292 +CS,69999769010661,native,5,52.261 +CS,69999769010661,native,10,74.913 +CS,69999769010661,native,15,84.326 +CS,69999769010661,native,20,90.568 +CS,69999769010661,native,25,94.288 +CS,69999769010661,native,30,97.385 +CS,69999769010661,native,35,100.28 +CS,69999769010661,native,40,102.809 +CS,69999769010661,native,45,105.279 +CS,69999769010661,native,50,107.278 +CS,69999769010661,native,55,108.094 +CS,69999769010661,native,60,108.078 +CS,69999769010661,native,65,106.296 +CS,69999769010661,native,70,104.521 +CS,69999769010661,native,75,102.585 +CS,69999769010661,native,80,101.112 +CS,69999769010661,native,85,100.757 +CS,69999769010661,native,90,101.399 +CS,69999769010661,native,95,101.282 +CS,69999769010661,native,100,102.108 +CS,69999591010661,native,0,19.518 +CS,69999591010661,native,5,36.389 +CS,69999591010661,native,10,44.965 +CS,69999591010661,native,15,47.018 +CS,69999591010661,native,20,51.464 +CS,69999591010661,native,25,55.061 +CS,69999591010661,native,30,57.896 +CS,69999591010661,native,35,61.425 +CS,69999591010661,native,40,64.398 +CS,69999591010661,native,45,67.248 +CS,69999591010661,native,50,70.031 +CS,69999591010661,native,55,72.687 +CS,69999591010661,native,60,74.972 +CS,69999591010661,native,65,77.512 +CS,69999591010661,native,70,79.218 +CS,69999591010661,native,75,80.789 +CS,69999591010661,native,80,82.492 +CS,69999591010661,native,85,83.931 +CS,69999591010661,native,90,85.461 +CS,69999591010661,native,95,87.216 +CS,69999591010661,native,100,88.51 +CS,70009592010661,native,0,8.998 +CS,70009592010661,native,5,20.291 +CS,70009592010661,native,10,31.941 +CS,70009592010661,native,15,40.351 +CS,70009592010661,native,20,48.939 +CS,70009592010661,native,25,57.701 +CS,70009592010661,native,30,68.291 +CS,70009592010661,native,35,80.893 +CS,70009592010661,native,40,91.684 +CS,70009592010661,native,45,102.532 +CS,70009592010661,native,50,118.641 +CS,70009592010661,native,55,133.747 +CS,70009592010661,native,60,148.202 +CS,70009592010661,native,65,160.546 +CS,70009592010661,native,70,163.14 +CS,70009592010661,native,75,169.557 +CS,70009592010661,native,80,174.347 +CS,70009592010661,native,85,178.801 +CS,70009592010661,native,90,180.435 +CS,70009592010661,native,95,182.566 +CS,70009592010661,native,100,183.781 +CS,70024858010661,native,0,0.0 +CS,70011364010661,native,0,16.931 +CS,70011364010661,native,5,22.279 +CS,70011364010661,native,10,28.072 +CS,70011364010661,native,15,31.965 +CS,70011364010661,native,20,37.287 +CS,70011364010661,native,25,42.317 +CS,70011364010661,native,30,49.973 +CS,70011364010661,native,35,60.037 +CS,70011364010661,native,40,66.465 +CS,70011364010661,native,45,73.832 +CS,70011364010661,native,50,82.18 +CS,70011364010661,native,55,90.002 +CS,70011364010661,native,60,100.085 +CS,70011364010661,native,65,111.156 +CS,70011364010661,native,70,123.017 +CS,70011364010661,native,75,141.222 +CS,70011364010661,native,80,145.72 +CS,70011364010661,native,85,148.679 +CS,70011364010661,native,90,152.807 +CS,70011364010661,native,95,156.115 +CS,70011364010661,native,100,159.912 +CS,70005379010661,native,0,17.653 +CS,70005379010661,native,5,31.189 +CS,70005379010661,native,10,42.264 +CS,70005379010661,native,15,49.143 +CS,70005379010661,native,20,55.966 +CS,70005379010661,native,25,64.55 +CS,70005379010661,native,30,74.15 +CS,70005379010661,native,35,81.82 +CS,70005379010661,native,40,90.288 +CS,70005379010661,native,45,96.811 +CS,70005379010661,native,50,105.488 +CS,70005379010661,native,55,120.213 +CS,70005379010661,native,60,134.284 +CS,70005379010661,native,65,142.576 +CS,70005379010661,native,70,150.99 +CS,70005379010661,native,75,157.04 +CS,70005379010661,native,80,162.126 +CS,70005379010661,native,85,168.888 +CS,70005379010661,native,90,176.413 +CS,70005379010661,native,95,184.401 +CS,70005379010661,native,100,190.22 +CS,70005688010661,native,0,27.076 +CS,70005688010661,native,5,47.079 +CS,70005688010661,native,10,68.269 +CS,70005688010661,native,15,90.619 +CS,70005688010661,native,20,117.972 +CS,70005688010661,native,25,134.321 +CS,70005688010661,native,30,147.601 +CS,70005688010661,native,35,162.705 +CS,70005688010661,native,40,176.874 +CS,70005688010661,native,45,193.076 +CS,70005688010661,native,50,202.158 +CS,70005688010661,native,55,211.175 +CS,70005688010661,native,60,220.719 +CS,70005688010661,native,65,228.616 +CS,70005688010661,native,70,236.965 +CS,70005688010661,native,75,245.763 +CS,70005688010661,native,80,249.058 +CS,70005688010661,native,85,253.062 +CS,70005688010661,native,90,257.323 +CS,70005688010661,native,95,261.421 +CS,70005688010661,native,100,264.012 +CS,70005762010661,native,0,5.447 +CS,70005762010661,native,5,17.162 +CS,70005762010661,native,10,35.206 +CS,70005762010661,native,15,55.059 +CS,70005762010661,native,20,65.354 +CS,70005762010661,native,25,73.208 +CS,70005762010661,native,30,79.779 +CS,70005762010661,native,35,87.497 +CS,70005762010661,native,40,95.741 +CS,70005762010661,native,45,102.552 +CS,70005762010661,native,50,110.517 +CS,70005762010661,native,55,119.684 +CS,70005762010661,native,60,126.982 +CS,70005762010661,native,65,135.742 +CS,70005762010661,native,70,140.109 +CS,70005762010661,native,75,143.887 +CS,70005762010661,native,80,147.972 +CS,70005762010661,native,85,152.189 +CS,70005762010661,native,90,155.259 +CS,70005762010661,native,95,158.003 +CS,70005762010661,native,100,160.744 +CS,70025171010661,native,0,6.029 +CS,70025171010661,native,5,21.832 +CS,70025171010661,native,10,45.373 +CS,70025171010661,native,15,62.194 +CS,70025171010661,native,20,75.323 +CS,70025171010661,native,25,82.212 +CS,70025171010661,native,30,87.508 +CS,70025171010661,native,35,93.233 +CS,70025171010661,native,40,97.941 +CS,70025171010661,native,45,103.312 +CS,70025171010661,native,50,109.107 +CS,70025171010661,native,55,114.565 +CS,70025171010661,native,60,118.788 +CS,70025171010661,native,65,121.951 +CS,70025171010661,native,70,124.245 +CS,70025171010661,native,75,128.062 +CS,70025171010661,native,80,132.225 +CS,70025171010661,native,85,135.659 +CS,70025171010661,native,90,138.258 +CS,70025171010661,native,95,142.204 +CS,70025171010661,native,100,145.526 +CS,70006279010661,native,0,0.0 +CS,70012246010661,native,0,47.906 +CS,70012246010661,native,5,69.431 +CS,70012246010661,native,10,89.761 +CS,70012246010661,native,15,109.612 +CS,70012246010661,native,20,131.792 +CS,70012246010661,native,25,151.309 +CS,70012246010661,native,30,174.731 +CS,70012246010661,native,35,196.222 +CS,70012246010661,native,40,212.14 +CS,70012246010661,native,45,218.147 +CS,70012246010661,native,50,229.751 +CS,70012246010661,native,55,236.328 +CS,70012246010661,native,60,241.293 +CS,70012246010661,native,65,246.487 +CS,70012246010661,native,70,249.067 +CS,70012246010661,native,75,253.349 +CS,70012246010661,native,80,256.505 +CS,70012246010661,native,85,260.415 +CS,70012246010661,native,90,263.233 +CS,70012246010661,native,95,265.93 +CS,70012246010661,native,100,268.223 +CS,70015821010661,native,0,31.727 +CS,70015821010661,native,5,45.608 +CS,70015821010661,native,10,61.393 +CS,70015821010661,native,15,72.364 +CS,70015821010661,native,20,81.675 +CS,70015821010661,native,25,87.898 +CS,70015821010661,native,30,92.653 +CS,70015821010661,native,35,97.902 +CS,70015821010661,native,40,104.154 +CS,70015821010661,native,45,110.845 +CS,70015821010661,native,50,117.866 +CS,70015821010661,native,55,124.715 +CS,70015821010661,native,60,132.446 +CS,70015821010661,native,65,139.123 +CS,70015821010661,native,70,141.586 +CS,70015821010661,native,75,148.104 +CS,70015821010661,native,80,152.704 +CS,70015821010661,native,85,155.309 +CS,70015821010661,native,90,158.823 +CS,70015821010661,native,95,163.183 +CS,70015821010661,native,100,171.18 +CS,70020282010661,native,0,13.98 +CS,70020282010661,native,5,28.453 +CS,70020282010661,native,10,47.877 +CS,70020282010661,native,15,55.677 +CS,70020282010661,native,20,63.23 +CS,70020282010661,native,25,69.241 +CS,70020282010661,native,30,74.16 +CS,70020282010661,native,35,79.679 +CS,70020282010661,native,40,85.671 +CS,70020282010661,native,45,90.449 +CS,70020282010661,native,50,95.938 +CS,70020282010661,native,55,100.856 +CS,70020282010661,native,60,105.916 +CS,70020282010661,native,65,111.412 +CS,70020282010661,native,70,115.583 +CS,70020282010661,native,75,119.039 +CS,70020282010661,native,80,121.378 +CS,70020282010661,native,85,123.472 +CS,70020282010661,native,90,125.618 +CS,70020282010661,native,95,128.671 +CS,70020282010661,native,100,132.069 +CS,70020974010661,native,0,40.363 +CS,70020974010661,native,5,57.665 +CS,70020974010661,native,10,67.763 +CS,70020974010661,native,15,78.732 +CS,70020974010661,native,20,91.748 +CS,70020974010661,native,25,101.849 +CS,70020974010661,native,30,109.674 +CS,70020974010661,native,35,112.226 +CS,70020974010661,native,40,115.902 +CS,70020974010661,native,45,117.578 +CS,70020974010661,native,50,120.071 +CS,70020974010661,native,55,121.905 +CS,70020974010661,native,60,125.486 +CS,70020974010661,native,65,129.128 +CS,70020974010661,native,70,132.208 +CS,70020974010661,native,75,134.484 +CS,70020974010661,native,80,135.809 +CS,70020974010661,native,85,137.354 +CS,70020974010661,native,90,138.63 +CS,70020974010661,native,95,139.841 +CS,70020974010661,native,100,142.136 +CS,70012908010661,native,0,38.942 +CS,70012908010661,native,5,60.083 +CS,70012908010661,native,10,78.844 +CS,70012908010661,native,15,86.962 +CS,70012908010661,native,20,98.622 +CS,70012908010661,native,25,105.384 +CS,70012908010661,native,30,113.87 +CS,70012908010661,native,35,124.555 +CS,70012908010661,native,40,133.545 +CS,70012908010661,native,45,141.159 +CS,70012908010661,native,50,149.551 +CS,70012908010661,native,55,157.303 +CS,70012908010661,native,60,163.912 +CS,70012908010661,native,65,167.389 +CS,70012908010661,native,70,170.34 +CS,70012908010661,native,75,173.07 +CS,70012908010661,native,80,174.952 +CS,70012908010661,native,85,178.48 +CS,70012908010661,native,90,179.485 +CS,70012908010661,native,95,180.933 +CS,70012908010661,native,100,182.112 +CS,70003692010661,native,0,0.0 +CS,70003767010661,native,0,9.457 +CS,70003767010661,native,5,24.993 +CS,70003767010661,native,10,50.275 +CS,70003767010661,native,15,75.638 +CS,70003767010661,native,20,83.919 +CS,70003767010661,native,25,90.83 +CS,70003767010661,native,30,97.692 +CS,70003767010661,native,35,105.369 +CS,70003767010661,native,40,113.144 +CS,70003767010661,native,45,121.583 +CS,70003767010661,native,50,129.514 +CS,70003767010661,native,55,136.624 +CS,70003767010661,native,60,144.943 +CS,70003767010661,native,65,150.813 +CS,70003767010661,native,70,154.065 +CS,70003767010661,native,75,157.042 +CS,70003767010661,native,80,159.861 +CS,70003767010661,native,85,162.595 +CS,70003767010661,native,90,165.77 +CS,70003767010661,native,95,169.066 +CS,70003767010661,native,100,171.974 +CS,96306637010661,native,0,0.0 +CS,96328621010661,native,0,24.01 +CS,96328621010661,native,5,39.953 +CS,96328621010661,native,10,57.77 +CS,96328621010661,native,15,68.322 +CS,96328621010661,native,20,78.147 +CS,96328621010661,native,25,86.192 +CS,96328621010661,native,30,96.306 +CS,96328621010661,native,35,105.889 +CS,96328621010661,native,40,115.63 +CS,96328621010661,native,45,120.743 +CS,96328621010661,native,50,125.428 +CS,96328621010661,native,55,130.088 +CS,96328621010661,native,60,134.708 +CS,96328621010661,native,65,137.955 +CS,96328621010661,native,70,144.391 +CS,96328621010661,native,75,147.195 +CS,96328621010661,native,80,148.854 +CS,96328621010661,native,85,151.117 +CS,96328621010661,native,90,153.092 +CS,96328621010661,native,95,155.248 +CS,96328621010661,native,100,157.609 +CS,96300458010661,native,0,15.026 +CS,96300458010661,native,5,24.596 +CS,96300458010661,native,10,35.353 +CS,96300458010661,native,15,46.625 +CS,96300458010661,native,20,57.059 +CS,96300458010661,native,25,67.718 +CS,96300458010661,native,30,78.886 +CS,96300458010661,native,35,88.694 +CS,96300458010661,native,40,98.008 +CS,96300458010661,native,45,107.445 +CS,96300458010661,native,50,115.729 +CS,96300458010661,native,55,123.464 +CS,96300458010661,native,60,130.513 +CS,96300458010661,native,65,140.592 +CS,96300458010661,native,70,148.679 +CS,96300458010661,native,75,154.479 +CS,96300458010661,native,80,156.953 +CS,96300458010661,native,85,161.359 +CS,96300458010661,native,90,165.397 +CS,96300458010661,native,95,169.119 +CS,96300458010661,native,100,172.624 +CS,96304666010661,native,0,0.0 +CS,96316156010661,native,0,18.498 +CS,96316156010661,native,5,42.52 +CS,96316156010661,native,10,59.857 +CS,96316156010661,native,15,71.203 +CS,96316156010661,native,20,77.15 +CS,96316156010661,native,25,82.392 +CS,96316156010661,native,30,88.141 +CS,96316156010661,native,35,90.972 +CS,96316156010661,native,40,93.909 +CS,96316156010661,native,45,97.928 +CS,96316156010661,native,50,101.22 +CS,96316156010661,native,55,103.584 +CS,96316156010661,native,60,106.478 +CS,96316156010661,native,65,108.976 +CS,96316156010661,native,70,111.7 +CS,96316156010661,native,75,112.157 +CS,96316156010661,native,80,107.955 +CS,96316156010661,native,85,99.143 +CS,96316156010661,native,90,89.426 +CS,96316156010661,native,95,83.67 +CS,96316156010661,native,100,82.765 +CS,102163207010661,native,0,0.0 +CS,66736163010661,native,0,60.688 +CS,66736163010661,native,5,78.46 +CS,66736163010661,native,10,92.406 +CS,66736163010661,native,15,103.406 +CS,66736163010661,native,20,114.999 +CS,66736163010661,native,25,124.968 +CS,66736163010661,native,30,135.467 +CS,66736163010661,native,35,144.851 +CS,66736163010661,native,40,153.064 +CS,66736163010661,native,45,163.873 +CS,66736163010661,native,50,170.58 +CS,66736163010661,native,55,173.102 +CS,66736163010661,native,60,177.515 +CS,66736163010661,native,65,179.306 +CS,66736163010661,native,70,182.39 +CS,66736163010661,native,75,184.448 +CS,66736163010661,native,80,186.88 +CS,66736163010661,native,85,188.768 +CS,66736163010661,native,90,191.258 +CS,66736163010661,native,95,191.594 +CS,66736163010661,native,100,191.432 +CS,66685612010661,native,0,0.0 +CS,66736737010661,native,0,59.896 +CS,66736737010661,native,5,75.292 +CS,66736737010661,native,10,85.709 +CS,66736737010661,native,15,92.589 +CS,66736737010661,native,20,97.826 +CS,66736737010661,native,25,102.916 +CS,66736737010661,native,30,109.521 +CS,66736737010661,native,35,114.13 +CS,66736737010661,native,40,120.624 +CS,66736737010661,native,45,127.002 +CS,66736737010661,native,50,134.525 +CS,66736737010661,native,55,141.697 +CS,66736737010661,native,60,149.078 +CS,66736737010661,native,65,155.483 +CS,66736737010661,native,70,161.242 +CS,66736737010661,native,75,166.562 +CS,66736737010661,native,80,171.697 +CS,66736737010661,native,85,179.485 +CS,66736737010661,native,90,184.374 +CS,66736737010661,native,95,190.168 +CS,66736737010661,native,100,194.155 +CS,66749367010661,native,0,32.953 +CS,66749367010661,native,5,51.108 +CS,66749367010661,native,10,61.644 +CS,66749367010661,native,15,68.729 +CS,66749367010661,native,20,76.153 +CS,66749367010661,native,25,82.265 +CS,66749367010661,native,30,89.662 +CS,66749367010661,native,35,96.605 +CS,66749367010661,native,40,106.053 +CS,66749367010661,native,45,112.363 +CS,66749367010661,native,50,119.724 +CS,66749367010661,native,55,123.972 +CS,66749367010661,native,60,132.334 +CS,66749367010661,native,65,139.452 +CS,66749367010661,native,70,151.311 +CS,66749367010661,native,75,154.824 +CS,66749367010661,native,80,156.522 +CS,66749367010661,native,85,159.828 +CS,66749367010661,native,90,161.124 +CS,66749367010661,native,95,161.845 +CS,66749367010661,native,100,163.57 +CS,66987205010661,native,0,0.0 +CS,66995342010661,native,0,22.477 +CS,66995342010661,native,5,49.394 +CS,66995342010661,native,10,70.95 +CS,66995342010661,native,15,88.661 +CS,66995342010661,native,20,94.664 +CS,66995342010661,native,25,99.808 +CS,66995342010661,native,30,106.296 +CS,66995342010661,native,35,112.324 +CS,66995342010661,native,40,116.684 +CS,66995342010661,native,45,118.862 +CS,66995342010661,native,50,120.444 +CS,66995342010661,native,55,122.973 +CS,66995342010661,native,60,125.305 +CS,66995342010661,native,65,131.135 +CS,66995342010661,native,70,132.139 +CS,66995342010661,native,75,134.247 +CS,66995342010661,native,80,135.523 +CS,66995342010661,native,85,137.614 +CS,66995342010661,native,90,139.613 +CS,66995342010661,native,95,143.784 +CS,66995342010661,native,100,144.703 +CS,66960158010661,native,0,5.33 +CS,66960158010661,native,5,10.991 +CS,66960158010661,native,10,18.578 +CS,66960158010661,native,15,27.573 +CS,66960158010661,native,20,39.698 +CS,66960158010661,native,25,51.404 +CS,66960158010661,native,30,62.923 +CS,66960158010661,native,35,73.999 +CS,66960158010661,native,40,90.753 +CS,66960158010661,native,45,103.777 +CS,66960158010661,native,50,110.482 +CS,66960158010661,native,55,120.378 +CS,66960158010661,native,60,130.795 +CS,66960158010661,native,65,140.87 +CS,66960158010661,native,70,147.037 +CS,66960158010661,native,75,150.788 +CS,66960158010661,native,80,155.864 +CS,66960158010661,native,85,161.791 +CS,66960158010661,native,90,164.7 +CS,66960158010661,native,95,168.618 +CS,66960158010661,native,100,171.586 +CS,96306213010661,native,0,0.0 +CS,96299561010661,native,0,42.154 +CS,96299561010661,native,5,57.157 +CS,96299561010661,native,10,64.511 +CS,96299561010661,native,15,70.249 +CS,96299561010661,native,20,79.041 +CS,96299561010661,native,25,84.223 +CS,96299561010661,native,30,90.096 +CS,96299561010661,native,35,95.023 +CS,96299561010661,native,40,97.967 +CS,96299561010661,native,45,101.3 +CS,96299561010661,native,50,104.658 +CS,96299561010661,native,55,105.161 +CS,96299561010661,native,60,105.588 +CS,96299561010661,native,65,105.984 +CS,96299561010661,native,70,106.316 +CS,96299561010661,native,75,106.477 +CS,96299561010661,native,80,106.764 +CS,96299561010661,native,85,106.876 +CS,96299561010661,native,90,106.956 +CS,96299561010661,native,95,106.927 +CS,96299561010661,native,100,106.892 +CS,96325393010661,native,0,0.0 +CS,96297591010661,native,0,0.0 +CS,96304701010661,native,0,1.967 +CS,96304701010661,native,5,9.688 +CS,96304701010661,native,10,26.665 +CS,96304701010661,native,15,50.934 +CS,96304701010661,native,20,65.0 +CS,96304701010661,native,25,75.7 +CS,96304701010661,native,30,86.29 +CS,96304701010661,native,35,95.547 +CS,96304701010661,native,40,100.526 +CS,96304701010661,native,45,104.449 +CS,96304701010661,native,50,107.698 +CS,96304701010661,native,55,111.742 +CS,96304701010661,native,60,115.424 +CS,96304701010661,native,65,118.622 +CS,96304701010661,native,70,122.213 +CS,96304701010661,native,75,124.937 +CS,96304701010661,native,80,127.891 +CS,96304701010661,native,85,130.43 +CS,96304701010661,native,90,133.01 +CS,96304701010661,native,95,135.959 +CS,96304701010661,native,100,138.32 +CS,96305818010661,native,0,28.246 +CS,96305818010661,native,5,45.31 +CS,96305818010661,native,10,47.686 +CS,96305818010661,native,15,48.918 +CS,96305818010661,native,20,52.576 +CS,96305818010661,native,25,57.001 +CS,96305818010661,native,30,60.395 +CS,96305818010661,native,35,63.093 +CS,96305818010661,native,40,66.647 +CS,96305818010661,native,45,68.69 +CS,96305818010661,native,50,71.661 +CS,96305818010661,native,55,73.772 +CS,96305818010661,native,60,75.909 +CS,96305818010661,native,65,77.802 +CS,96305818010661,native,70,79.333 +CS,96305818010661,native,75,80.88 +CS,96305818010661,native,80,82.551 +CS,96305818010661,native,85,84.088 +CS,96305818010661,native,90,85.419 +CS,96305818010661,native,95,86.531 +CS,96305818010661,native,100,88.056 +CS,66659109010661,native,0,53.302 +CS,66659109010661,native,5,72.759 +CS,66659109010661,native,10,86.475 +CS,66659109010661,native,15,93.246 +CS,66659109010661,native,20,102.144 +CS,66659109010661,native,25,110.028 +CS,66659109010661,native,30,116.779 +CS,66659109010661,native,35,123.485 +CS,66659109010661,native,40,131.518 +CS,66659109010661,native,45,139.429 +CS,66659109010661,native,50,148.148 +CS,66659109010661,native,55,156.85 +CS,66659109010661,native,60,166.513 +CS,66659109010661,native,65,174.351 +CS,66659109010661,native,70,185.005 +CS,66659109010661,native,75,194.16 +CS,66659109010661,native,80,203.555 +CS,66659109010661,native,85,208.84 +CS,66659109010661,native,90,215.102 +CS,66659109010661,native,95,217.744 +CS,66659109010661,native,100,220.902 +CS,815151450290487,native,0,0.008 +CS,815151450290487,native,5,0.024 +CS,815151450290487,native,10,0.053 +CS,815151450290487,native,15,0.098 +CS,815151450290487,native,20,0.157 +CS,815151450290487,native,25,0.231 +CS,815151450290487,native,30,0.334 +CS,815151450290487,native,35,0.508 +CS,815151450290487,native,40,0.638 +CS,815151450290487,native,45,0.862 +CS,815151450290487,native,50,1.126 +CS,815151450290487,native,55,1.369 +CS,815151450290487,native,60,1.659 +CS,815151450290487,native,65,1.962 +CS,815151450290487,native,70,2.481 +CS,815151450290487,native,75,2.787 +CS,815151450290487,native,80,3.151 +CS,815151450290487,native,85,3.542 +CS,815151450290487,native,90,3.939 +CS,815151450290487,native,95,4.335 +CS,815151450290487,native,100,4.697 +CS,815151544290487,native,0,0.245 +CS,815151544290487,native,5,0.402 +CS,815151544290487,native,10,0.615 +CS,815151544290487,native,15,0.864 +CS,815151544290487,native,20,1.229 +CS,815151544290487,native,25,1.666 +CS,815151544290487,native,30,2.284 +CS,815151544290487,native,35,2.892 +CS,815151544290487,native,40,3.793 +CS,815151544290487,native,45,4.707 +CS,815151544290487,native,50,5.694 +CS,815151544290487,native,55,7.038 +CS,815151544290487,native,60,8.275 +CS,815151544290487,native,65,9.464 +CS,815151544290487,native,70,10.838 +CS,815151544290487,native,75,12.035 +CS,815151544290487,native,80,13.482 +CS,815151544290487,native,85,15.356 +CS,815151544290487,native,90,16.914 +CS,815151544290487,native,95,18.564 +CS,815151544290487,native,100,20.446 +CS,815151548290487,native,0,0.172 +CS,815151548290487,native,5,0.354 +CS,815151548290487,native,10,0.611 +CS,815151548290487,native,15,0.908 +CS,815151548290487,native,20,1.27 +CS,815151548290487,native,25,1.606 +CS,815151548290487,native,30,2.021 +CS,815151548290487,native,35,2.477 +CS,815151548290487,native,40,2.956 +CS,815151548290487,native,45,3.527 +CS,815151548290487,native,50,4.423 +CS,815151548290487,native,55,5.459 +CS,815151548290487,native,60,6.746 +CS,815151548290487,native,65,8.013 +CS,815151548290487,native,70,9.371 +CS,815151548290487,native,75,10.909 +CS,815151548290487,native,80,13.024 +CS,815151548290487,native,85,14.854 +CS,815151548290487,native,90,17.236 +CS,815151548290487,native,95,20.604 +CS,815151548290487,native,100,23.232 +CS,815150655290487,native,0,0.065 +CS,815150655290487,native,5,0.137 +CS,815150655290487,native,10,0.235 +CS,815150655290487,native,15,0.323 +CS,815150655290487,native,20,0.452 +CS,815150655290487,native,25,0.569 +CS,815150655290487,native,30,0.719 +CS,815150655290487,native,35,0.898 +CS,815150655290487,native,40,1.13 +CS,815150655290487,native,45,1.342 +CS,815150655290487,native,50,1.689 +CS,815150655290487,native,55,2.042 +CS,815150655290487,native,60,2.565 +CS,815150655290487,native,65,3.236 +CS,815150655290487,native,70,3.846 +CS,815150655290487,native,75,4.521 +CS,815150655290487,native,80,5.542 +CS,815150655290487,native,85,6.662 +CS,815150655290487,native,90,7.934 +CS,815150655290487,native,95,9.165 +CS,815150655290487,native,100,10.65 +CS,815150996290487,native,0,0.0 +CS,815151006290487,native,0,0.0 +CS,815151059290487,native,0,0.403 +CS,815151059290487,native,5,1.044 +CS,815151059290487,native,10,1.924 +CS,815151059290487,native,15,2.74 +CS,815151059290487,native,20,3.567 +CS,815151059290487,native,25,4.47 +CS,815151059290487,native,30,5.583 +CS,815151059290487,native,35,6.893 +CS,815151059290487,native,40,8.375 +CS,815151059290487,native,45,10.087 +CS,815151059290487,native,50,11.718 +CS,815151059290487,native,55,13.846 +CS,815151059290487,native,60,16.13 +CS,815151059290487,native,65,18.505 +CS,815151059290487,native,70,21.11 +CS,815151059290487,native,75,23.935 +CS,815151059290487,native,80,26.797 +CS,815151059290487,native,85,29.964 +CS,815151059290487,native,90,33.555 +CS,815151059290487,native,95,37.079 +CS,815151059290487,native,100,40.737 +CS,815151357290487,native,0,0.58 +CS,815151357290487,native,5,1.164 +CS,815151357290487,native,10,1.968 +CS,815151357290487,native,15,2.681 +CS,815151357290487,native,20,3.493 +CS,815151357290487,native,25,4.548 +CS,815151357290487,native,30,5.767 +CS,815151357290487,native,35,7.428 +CS,815151357290487,native,40,9.277 +CS,815151357290487,native,45,11.716 +CS,815151357290487,native,50,14.285 +CS,815151357290487,native,55,17.574 +CS,815151357290487,native,60,20.831 +CS,815151357290487,native,65,24.105 +CS,815151357290487,native,70,28.071 +CS,815151357290487,native,75,32.101 +CS,815151357290487,native,80,36.258 +CS,815151357290487,native,85,40.891 +CS,815151357290487,native,90,45.91 +CS,815151357290487,native,95,50.777 +CS,815151357290487,native,100,55.982 +CS,815151376290487,native,0,0.144 +CS,815151376290487,native,5,0.344 +CS,815151376290487,native,10,0.691 +CS,815151376290487,native,15,1.162 +CS,815151376290487,native,20,1.708 +CS,815151376290487,native,25,2.348 +CS,815151376290487,native,30,3.082 +CS,815151376290487,native,35,3.77 +CS,815151376290487,native,40,4.796 +CS,815151376290487,native,45,6.036 +CS,815151376290487,native,50,7.345 +CS,815151376290487,native,55,8.664 +CS,815151376290487,native,60,10.688 +CS,815151376290487,native,65,12.585 +CS,815151376290487,native,70,14.796 +CS,815151376290487,native,75,17.27 +CS,815151376290487,native,80,19.847 +CS,815151376290487,native,85,22.621 +CS,815151376290487,native,90,25.168 +CS,815151376290487,native,95,28.36 +CS,815151376290487,native,100,31.849 +CS,815151389290487,native,0,0.0 +CS,815151415290487,native,0,0.034 +CS,815151415290487,native,5,0.11 +CS,815151415290487,native,10,0.241 +CS,815151415290487,native,15,0.411 +CS,815151415290487,native,20,0.571 +CS,815151415290487,native,25,0.749 +CS,815151415290487,native,30,0.932 +CS,815151415290487,native,35,1.143 +CS,815151415290487,native,40,1.384 +CS,815151415290487,native,45,1.739 +CS,815151415290487,native,50,2.051 +CS,815151415290487,native,55,2.6 +CS,815151415290487,native,60,3.053 +CS,815151415290487,native,65,3.655 +CS,815151415290487,native,70,4.604 +CS,815151415290487,native,75,5.866 +CS,815151415290487,native,80,6.883 +CS,815151415290487,native,85,8.056 +CS,815151415290487,native,90,9.636 +CS,815151415290487,native,95,11.305 +CS,815151415290487,native,100,13.046 +CS,815151458290487,native,0,0.036 +CS,815151458290487,native,5,0.15 +CS,815151458290487,native,10,0.349 +CS,815151458290487,native,15,0.407 +CS,815151458290487,native,20,0.497 +CS,815151458290487,native,25,0.606 +CS,815151458290487,native,30,0.702 +CS,815151458290487,native,35,0.805 +CS,815151458290487,native,40,0.925 +CS,815151458290487,native,45,1.027 +CS,815151458290487,native,50,1.155 +CS,815151458290487,native,55,1.228 +CS,815151458290487,native,60,1.339 +CS,815151458290487,native,65,1.455 +CS,815151458290487,native,70,1.606 +CS,815151458290487,native,75,1.698 +CS,815151458290487,native,80,1.801 +CS,815151458290487,native,85,1.917 +CS,815151458290487,native,90,1.992 +CS,815151458290487,native,95,2.07 +CS,815151458290487,native,100,2.162 +CS,815151515290487,native,0,0.05 +CS,815151515290487,native,5,0.121 +CS,815151515290487,native,10,0.237 +CS,815151515290487,native,15,0.389 +CS,815151515290487,native,20,0.583 +CS,815151515290487,native,25,0.905 +CS,815151515290487,native,30,1.349 +CS,815151515290487,native,35,1.895 +CS,815151515290487,native,40,2.651 +CS,815151515290487,native,45,3.27 +CS,815151515290487,native,50,4.3 +CS,815151515290487,native,55,5.047 +CS,815151515290487,native,60,6.009 +CS,815151515290487,native,65,7.416 +CS,815151515290487,native,70,8.926 +CS,815151515290487,native,75,10.206 +CS,815151515290487,native,80,11.56 +CS,815151515290487,native,85,13.146 +CS,815151515290487,native,90,15.028 +CS,815151515290487,native,95,16.32 +CS,815151515290487,native,100,17.883 +CS,815151531290487,native,0,0.095 +CS,815151531290487,native,5,0.304 +CS,815151531290487,native,10,0.738 +CS,815151531290487,native,15,1.432 +CS,815151531290487,native,20,2.016 +CS,815151531290487,native,25,2.57 +CS,815151531290487,native,30,3.095 +CS,815151531290487,native,35,3.922 +CS,815151531290487,native,40,4.82 +CS,815151531290487,native,45,6.15 +CS,815151531290487,native,50,7.528 +CS,815151531290487,native,55,9.306 +CS,815151531290487,native,60,11.41 +CS,815151531290487,native,65,14.012 +CS,815151531290487,native,70,16.905 +CS,815151531290487,native,75,20.122 +CS,815151531290487,native,80,23.591 +CS,815151531290487,native,85,26.844 +CS,815151531290487,native,90,31.043 +CS,815151531290487,native,95,35.578 +CS,815151531290487,native,100,41.679 +CS,815151099290487,native,0,0.011 +CS,815151099290487,native,5,0.044 +CS,815151099290487,native,10,0.106 +CS,815151099290487,native,15,0.215 +CS,815151099290487,native,20,0.369 +CS,815151099290487,native,25,0.543 +CS,815151099290487,native,30,0.764 +CS,815151099290487,native,35,1.021 +CS,815151099290487,native,40,1.294 +CS,815151099290487,native,45,1.629 +CS,815151099290487,native,50,2.062 +CS,815151099290487,native,55,2.581 +CS,815151099290487,native,60,3.268 +CS,815151099290487,native,65,3.958 +CS,815151099290487,native,70,4.619 +CS,815151099290487,native,75,5.574 +CS,815151099290487,native,80,6.717 +CS,815151099290487,native,85,7.711 +CS,815151099290487,native,90,9.009 +CS,815151099290487,native,95,10.28 +CS,815151099290487,native,100,11.45 +CS,815151118290487,native,0,0.0 +CS,815151117290487,native,0,0.108 +CS,815151117290487,native,5,0.193 +CS,815151117290487,native,10,0.272 +CS,815151117290487,native,15,0.353 +CS,815151117290487,native,20,0.45 +CS,815151117290487,native,25,0.577 +CS,815151117290487,native,30,0.744 +CS,815151117290487,native,35,0.88 +CS,815151117290487,native,40,1.065 +CS,815151117290487,native,45,1.298 +CS,815151117290487,native,50,1.533 +CS,815151117290487,native,55,1.847 +CS,815151117290487,native,60,2.212 +CS,815151117290487,native,65,2.631 +CS,815151117290487,native,70,3.282 +CS,815151117290487,native,75,3.963 +CS,815151117290487,native,80,4.551 +CS,815151117290487,native,85,5.261 +CS,815151117290487,native,90,5.901 +CS,815151117290487,native,95,6.672 +CS,815151117290487,native,100,7.289 +CS,815151263290487,native,0,0.232 +CS,815151263290487,native,5,0.559 +CS,815151263290487,native,10,1.006 +CS,815151263290487,native,15,1.534 +CS,815151263290487,native,20,2.211 +CS,815151263290487,native,25,3.167 +CS,815151263290487,native,30,4.56 +CS,815151263290487,native,35,5.842 +CS,815151263290487,native,40,7.373 +CS,815151263290487,native,45,9.066 +CS,815151263290487,native,50,10.973 +CS,815151263290487,native,55,13.022 +CS,815151263290487,native,60,15.375 +CS,815151263290487,native,65,17.364 +CS,815151263290487,native,70,19.752 +CS,815151263290487,native,75,22.353 +CS,815151263290487,native,80,24.828 +CS,815151263290487,native,85,27.528 +CS,815151263290487,native,90,30.366 +CS,815151263290487,native,95,33.465 +CS,815151263290487,native,100,36.674 +CS,815151285290487,native,0,0.0 +CS,815151305290487,native,0,0.0 +CS,815151390290487,native,0,0.164 +CS,815151390290487,native,5,0.542 +CS,815151390290487,native,10,1.303 +CS,815151390290487,native,15,2.249 +CS,815151390290487,native,20,3.163 +CS,815151390290487,native,25,4.199 +CS,815151390290487,native,30,5.427 +CS,815151390290487,native,35,6.774 +CS,815151390290487,native,40,8.301 +CS,815151390290487,native,45,10.241 +CS,815151390290487,native,50,12.477 +CS,815151390290487,native,55,14.964 +CS,815151390290487,native,60,18.352 +CS,815151390290487,native,65,21.483 +CS,815151390290487,native,70,25.219 +CS,815151390290487,native,75,29.211 +CS,815151390290487,native,80,33.53 +CS,815151390290487,native,85,38.84 +CS,815151390290487,native,90,44.269 +CS,815151390290487,native,95,50.003 +CS,815151390290487,native,100,56.524 +CS,815151391290487,native,0,0.174 +CS,815151391290487,native,5,0.263 +CS,815151391290487,native,10,0.351 +CS,815151391290487,native,15,0.478 +CS,815151391290487,native,20,0.621 +CS,815151391290487,native,25,0.788 +CS,815151391290487,native,30,1.045 +CS,815151391290487,native,35,1.272 +CS,815151391290487,native,40,1.583 +CS,815151391290487,native,45,1.976 +CS,815151391290487,native,50,2.449 +CS,815151391290487,native,55,2.855 +CS,815151391290487,native,60,3.312 +CS,815151391290487,native,65,3.966 +CS,815151391290487,native,70,4.814 +CS,815151391290487,native,75,5.983 +CS,815151391290487,native,80,6.808 +CS,815151391290487,native,85,7.647 +CS,815151391290487,native,90,8.58 +CS,815151391290487,native,95,9.441 +CS,815151391290487,native,100,10.24 +CS,815151407290487,native,0,0.132 +CS,815151407290487,native,5,0.27 +CS,815151407290487,native,10,0.499 +CS,815151407290487,native,15,0.778 +CS,815151407290487,native,20,1.278 +CS,815151407290487,native,25,1.904 +CS,815151407290487,native,30,2.789 +CS,815151407290487,native,35,3.983 +CS,815151407290487,native,40,5.378 +CS,815151407290487,native,45,6.808 +CS,815151407290487,native,50,8.271 +CS,815151407290487,native,55,9.848 +CS,815151407290487,native,60,11.703 +CS,815151407290487,native,65,13.454 +CS,815151407290487,native,70,15.349 +CS,815151407290487,native,75,17.227 +CS,815151407290487,native,80,19.101 +CS,815151407290487,native,85,21.109 +CS,815151407290487,native,90,23.058 +CS,815151407290487,native,95,25.021 +CS,815151407290487,native,100,26.778 +CS,815151410290487,native,0,0.134 +CS,815151410290487,native,5,0.229 +CS,815151410290487,native,10,0.351 +CS,815151410290487,native,15,0.537 +CS,815151410290487,native,20,0.756 +CS,815151410290487,native,25,1.107 +CS,815151410290487,native,30,1.61 +CS,815151410290487,native,35,2.162 +CS,815151410290487,native,40,2.796 +CS,815151410290487,native,45,3.421 +CS,815151410290487,native,50,4.097 +CS,815151410290487,native,55,4.959 +CS,815151410290487,native,60,5.92 +CS,815151410290487,native,65,6.92 +CS,815151410290487,native,70,7.959 +CS,815151410290487,native,75,8.971 +CS,815151410290487,native,80,9.972 +CS,815151410290487,native,85,11.14 +CS,815151410290487,native,90,12.183 +CS,815151410290487,native,95,13.168 +CS,815151410290487,native,100,14.108 +CS,102490686010661,native,0,0.011 +CS,102490686010661,native,5,0.052 +CS,102490686010661,native,10,0.12 +CS,102490686010661,native,15,0.21 +CS,102490686010661,native,20,0.311 +CS,102490686010661,native,25,0.419 +CS,102490686010661,native,30,0.608 +CS,102490686010661,native,35,0.887 +CS,102490686010661,native,40,1.079 +CS,102490686010661,native,45,1.346 +CS,102490686010661,native,50,1.721 +CS,102490686010661,native,55,2.004 +CS,102490686010661,native,60,2.332 +CS,102490686010661,native,65,2.844 +CS,102490686010661,native,70,3.391 +CS,102490686010661,native,75,4.051 +CS,102490686010661,native,80,4.772 +CS,102490686010661,native,85,5.725 +CS,102490686010661,native,90,6.575 +CS,102490686010661,native,95,8.168 +CS,102490686010661,native,100,9.558 +CS,102490110010661,native,0,0.087 +CS,102490110010661,native,5,0.217 +CS,102490110010661,native,10,0.441 +CS,102490110010661,native,15,0.749 +CS,102490110010661,native,20,1.092 +CS,102490110010661,native,25,1.463 +CS,102490110010661,native,30,1.882 +CS,102490110010661,native,35,2.363 +CS,102490110010661,native,40,2.869 +CS,102490110010661,native,45,3.57 +CS,102490110010661,native,50,4.553 +CS,102490110010661,native,55,5.528 +CS,102490110010661,native,60,6.875 +CS,102490110010661,native,65,8.417 +CS,102490110010661,native,70,9.801 +CS,102490110010661,native,75,11.563 +CS,102490110010661,native,80,13.097 +CS,102490110010661,native,85,14.905 +CS,102490110010661,native,90,16.614 +CS,102490110010661,native,95,18.546 +CS,102490110010661,native,100,20.52 +CS,102491247010661,native,0,0.055 +CS,102491247010661,native,5,0.139 +CS,102491247010661,native,10,0.289 +CS,102491247010661,native,15,0.525 +CS,102491247010661,native,20,0.755 +CS,102491247010661,native,25,0.914 +CS,102491247010661,native,30,1.107 +CS,102491247010661,native,35,1.389 +CS,102491247010661,native,40,1.691 +CS,102491247010661,native,45,2.056 +CS,102491247010661,native,50,2.443 +CS,102491247010661,native,55,2.796 +CS,102491247010661,native,60,3.282 +CS,102491247010661,native,65,3.839 +CS,102491247010661,native,70,4.494 +CS,102491247010661,native,75,5.024 +CS,102491247010661,native,80,5.748 +CS,102491247010661,native,85,6.509 +CS,102491247010661,native,90,7.183 +CS,102491247010661,native,95,8.178 +CS,102491247010661,native,100,9.501 +CS,102489882010661,native,0,0.418 +CS,102489882010661,native,5,0.942 +CS,102489882010661,native,10,1.713 +CS,102489882010661,native,15,2.412 +CS,102489882010661,native,20,2.953 +CS,102489882010661,native,25,3.482 +CS,102489882010661,native,30,4.043 +CS,102489882010661,native,35,4.707 +CS,102489882010661,native,40,5.461 +CS,102489882010661,native,45,6.277 +CS,102489882010661,native,50,6.942 +CS,102489882010661,native,55,7.677 +CS,102489882010661,native,60,8.453 +CS,102489882010661,native,65,9.452 +CS,102489882010661,native,70,10.456 +CS,102489882010661,native,75,11.403 +CS,102489882010661,native,80,12.747 +CS,102489882010661,native,85,13.723 +CS,102489882010661,native,90,14.687 +CS,102489882010661,native,95,15.833 +CS,102489882010661,native,100,17.173 +CS,102490602010661,native,0,0.028 +CS,102490602010661,native,5,0.087 +CS,102490602010661,native,10,0.194 +CS,102490602010661,native,15,0.368 +CS,102490602010661,native,20,0.531 +CS,102490602010661,native,25,0.693 +CS,102490602010661,native,30,0.87 +CS,102490602010661,native,35,1.022 +CS,102490602010661,native,40,1.202 +CS,102490602010661,native,45,1.492 +CS,102490602010661,native,50,1.87 +CS,102490602010661,native,55,2.365 +CS,102490602010661,native,60,2.949 +CS,102490602010661,native,65,3.366 +CS,102490602010661,native,70,3.933 +CS,102490602010661,native,75,4.481 +CS,102490602010661,native,80,5.144 +CS,102490602010661,native,85,5.659 +CS,102490602010661,native,90,6.188 +CS,102490602010661,native,95,6.683 +CS,102490602010661,native,100,7.288 +CS,171133152020004,native,0,0.366 +CS,171133152020004,native,5,0.852 +CS,171133152020004,native,10,1.374 +CS,171133152020004,native,15,1.986 +CS,171133152020004,native,20,2.658 +CS,171133152020004,native,25,3.418 +CS,171133152020004,native,30,4.22 +CS,171133152020004,native,35,5.18 +CS,171133152020004,native,40,6.496 +CS,171133152020004,native,45,7.889 +CS,171133152020004,native,50,9.939 +CS,171133152020004,native,55,11.833 +CS,171133152020004,native,60,14.81 +CS,171133152020004,native,65,17.684 +CS,171133152020004,native,70,20.564 +CS,171133152020004,native,75,23.795 +CS,171133152020004,native,80,27.667 +CS,171133152020004,native,85,32.221 +CS,171133152020004,native,90,37.263 +CS,171133152020004,native,95,42.373 +CS,171133152020004,native,100,48.556 +CS,171133153020004,native,0,0.174 +CS,171133153020004,native,5,0.249 +CS,171133153020004,native,10,0.32 +CS,171133153020004,native,15,0.394 +CS,171133153020004,native,20,0.487 +CS,171133153020004,native,25,0.601 +CS,171133153020004,native,30,0.697 +CS,171133153020004,native,35,0.817 +CS,171133153020004,native,40,0.955 +CS,171133153020004,native,45,1.088 +CS,171133153020004,native,50,1.246 +CS,171133153020004,native,55,1.422 +CS,171133153020004,native,60,1.605 +CS,171133153020004,native,65,1.873 +CS,171133153020004,native,70,2.131 +CS,171133153020004,native,75,2.365 +CS,171133153020004,native,80,2.628 +CS,171133153020004,native,85,2.87 +CS,171133153020004,native,90,3.143 +CS,171133153020004,native,95,3.371 +CS,171133153020004,native,100,3.619 +CS,171133178020004,native,0,0.51 +CS,171133178020004,native,5,1.009 +CS,171133178020004,native,10,1.527 +CS,171133178020004,native,15,2.108 +CS,171133178020004,native,20,2.763 +CS,171133178020004,native,25,3.677 +CS,171133178020004,native,30,4.846 +CS,171133178020004,native,35,6.321 +CS,171133178020004,native,40,7.775 +CS,171133178020004,native,45,9.597 +CS,171133178020004,native,50,11.91 +CS,171133178020004,native,55,14.353 +CS,171133178020004,native,60,17.284 +CS,171133178020004,native,65,20.353 +CS,171133178020004,native,70,24.014 +CS,171133178020004,native,75,27.848 +CS,171133178020004,native,80,31.674 +CS,171133178020004,native,85,35.146 +CS,171133178020004,native,90,39.0 +CS,171133178020004,native,95,42.364 +CS,171133178020004,native,100,46.296 +CS,171133223020004,native,0,0.0 +CS,171133264020004,native,0,0.683 +CS,171133264020004,native,5,1.086 +CS,171133264020004,native,10,1.542 +CS,171133264020004,native,15,2.116 +CS,171133264020004,native,20,2.862 +CS,171133264020004,native,25,3.738 +CS,171133264020004,native,30,4.702 +CS,171133264020004,native,35,6.152 +CS,171133264020004,native,40,7.54 +CS,171133264020004,native,45,9.341 +CS,171133264020004,native,50,11.739 +CS,171133264020004,native,55,13.699 +CS,171133264020004,native,60,16.169 +CS,171133264020004,native,65,18.557 +CS,171133264020004,native,70,21.367 +CS,171133264020004,native,75,25.002 +CS,171133264020004,native,80,28.629 +CS,171133264020004,native,85,31.966 +CS,171133264020004,native,90,35.558 +CS,171133264020004,native,95,39.723 +CS,171133264020004,native,100,44.096 +CS,171133454020004,native,0,0.222 +CS,171133454020004,native,5,0.585 +CS,171133454020004,native,10,0.919 +CS,171133454020004,native,15,1.271 +CS,171133454020004,native,20,1.724 +CS,171133454020004,native,25,2.15 +CS,171133454020004,native,30,2.639 +CS,171133454020004,native,35,3.184 +CS,171133454020004,native,40,3.617 +CS,171133454020004,native,45,4.14 +CS,171133454020004,native,50,4.778 +CS,171133454020004,native,55,5.322 +CS,171133454020004,native,60,6.111 +CS,171133454020004,native,65,6.909 +CS,171133454020004,native,70,7.808 +CS,171133454020004,native,75,8.626 +CS,171133454020004,native,80,9.475 +CS,171133454020004,native,85,10.472 +CS,171133454020004,native,90,11.801 +CS,171133454020004,native,95,12.801 +CS,171133454020004,native,100,14.064 +CS,102163405010661,native,0,0.014 +CS,102163405010661,native,5,0.05 +CS,102163405010661,native,10,0.119 +CS,102163405010661,native,15,0.237 +CS,102163405010661,native,20,0.388 +CS,102163405010661,native,25,0.568 +CS,102163405010661,native,30,0.769 +CS,102163405010661,native,35,1.058 +CS,102163405010661,native,40,1.385 +CS,102163405010661,native,45,1.847 +CS,102163405010661,native,50,2.295 +CS,102163405010661,native,55,2.832 +CS,102163405010661,native,60,3.466 +CS,102163405010661,native,65,4.229 +CS,102163405010661,native,70,4.898 +CS,102163405010661,native,75,5.716 +CS,102163405010661,native,80,6.942 +CS,102163405010661,native,85,7.979 +CS,102163405010661,native,90,9.153 +CS,102163405010661,native,95,10.283 +CS,102163405010661,native,100,11.487 +CS,102163663010661,native,0,0.017 +CS,102163663010661,native,5,0.076 +CS,102163663010661,native,10,0.178 +CS,102163663010661,native,15,0.345 +CS,102163663010661,native,20,0.501 +CS,102163663010661,native,25,0.695 +CS,102163663010661,native,30,0.963 +CS,102163663010661,native,35,1.308 +CS,102163663010661,native,40,1.63 +CS,102163663010661,native,45,2.094 +CS,102163663010661,native,50,2.643 +CS,102163663010661,native,55,3.23 +CS,102163663010661,native,60,3.812 +CS,102163663010661,native,65,4.621 +CS,102163663010661,native,70,5.914 +CS,102163663010661,native,75,7.027 +CS,102163663010661,native,80,8.209 +CS,102163663010661,native,85,9.837 +CS,102163663010661,native,90,11.614 +CS,102163663010661,native,95,13.228 +CS,102163663010661,native,100,15.196 +CS,102491613010661,native,0,0.029 +CS,102491613010661,native,5,0.244 +CS,102491613010661,native,10,0.792 +CS,102491613010661,native,15,1.679 +CS,102491613010661,native,20,1.991 +CS,102491613010661,native,25,2.279 +CS,102491613010661,native,30,2.577 +CS,102491613010661,native,35,2.872 +CS,102491613010661,native,40,3.179 +CS,102491613010661,native,45,3.46 +CS,102491613010661,native,50,3.864 +CS,102491613010661,native,55,4.2 +CS,102491613010661,native,60,4.521 +CS,102491613010661,native,65,4.834 +CS,102491613010661,native,70,5.191 +CS,102491613010661,native,75,5.555 +CS,102491613010661,native,80,5.948 +CS,102491613010661,native,85,6.363 +CS,102491613010661,native,90,6.687 +CS,102491613010661,native,95,7.025 +CS,102491613010661,native,100,7.315 +CS,102493308010661,native,0,0.16 +CS,102493308010661,native,5,0.461 +CS,102493308010661,native,10,1.015 +CS,102493308010661,native,15,1.623 +CS,102493308010661,native,20,2.439 +CS,102493308010661,native,25,3.391 +CS,102493308010661,native,30,4.672 +CS,102493308010661,native,35,6.238 +CS,102493308010661,native,40,8.268 +CS,102493308010661,native,45,10.346 +CS,102493308010661,native,50,13.022 +CS,102493308010661,native,55,15.774 +CS,102493308010661,native,60,19.236 +CS,102493308010661,native,65,22.596 +CS,102493308010661,native,70,25.975 +CS,102493308010661,native,75,29.514 +CS,102493308010661,native,80,33.367 +CS,102493308010661,native,85,37.262 +CS,102493308010661,native,90,41.193 +CS,102493308010661,native,95,45.518 +CS,102493308010661,native,100,50.073 +CS,102493353010661,native,0,0.294 +CS,102493353010661,native,5,0.759 +CS,102493353010661,native,10,1.49 +CS,102493353010661,native,15,2.09 +CS,102493353010661,native,20,2.72 +CS,102493353010661,native,25,3.46 +CS,102493353010661,native,30,4.444 +CS,102493353010661,native,35,5.689 +CS,102493353010661,native,40,7.196 +CS,102493353010661,native,45,8.719 +CS,102493353010661,native,50,10.483 +CS,102493353010661,native,55,12.211 +CS,102493353010661,native,60,14.12 +CS,102493353010661,native,65,16.436 +CS,102493353010661,native,70,18.96 +CS,102493353010661,native,75,21.647 +CS,102493353010661,native,80,24.784 +CS,102493353010661,native,85,27.708 +CS,102493353010661,native,90,31.747 +CS,102493353010661,native,95,36.031 +CS,102493353010661,native,100,40.297 +CS,102493098010661,native,0,0.618 +CS,102493098010661,native,5,1.174 +CS,102493098010661,native,10,1.716 +CS,102493098010661,native,15,2.282 +CS,102493098010661,native,20,2.97 +CS,102493098010661,native,25,3.815 +CS,102493098010661,native,30,4.734 +CS,102493098010661,native,35,6.008 +CS,102493098010661,native,40,7.659 +CS,102493098010661,native,45,8.961 +CS,102493098010661,native,50,10.959 +CS,102493098010661,native,55,12.968 +CS,102493098010661,native,60,15.039 +CS,102493098010661,native,65,17.534 +CS,102493098010661,native,70,20.013 +CS,102493098010661,native,75,23.077 +CS,102493098010661,native,80,27.139 +CS,102493098010661,native,85,29.964 +CS,102493098010661,native,90,33.967 +CS,102493098010661,native,95,38.417 +CS,102493098010661,native,100,42.513 +CS,102490941010661,native,0,0.108 +CS,102490941010661,native,5,0.43 +CS,102490941010661,native,10,1.052 +CS,102490941010661,native,15,1.703 +CS,102490941010661,native,20,2.366 +CS,102490941010661,native,25,3.21 +CS,102490941010661,native,30,4.198 +CS,102490941010661,native,35,5.362 +CS,102490941010661,native,40,6.608 +CS,102490941010661,native,45,8.181 +CS,102490941010661,native,50,10.052 +CS,102490941010661,native,55,12.249 +CS,102490941010661,native,60,14.491 +CS,102490941010661,native,65,16.673 +CS,102490941010661,native,70,18.941 +CS,102490941010661,native,75,21.737 +CS,102490941010661,native,80,24.824 +CS,102490941010661,native,85,28.016 +CS,102490941010661,native,90,31.132 +CS,102490941010661,native,95,34.466 +CS,102490941010661,native,100,39.184 +CS,102492627010661,native,0,0.108 +CS,102492627010661,native,5,0.19 +CS,102492627010661,native,10,0.258 +CS,102492627010661,native,15,0.319 +CS,102492627010661,native,20,0.392 +CS,102492627010661,native,25,0.47 +CS,102492627010661,native,30,0.531 +CS,102492627010661,native,35,0.612 +CS,102492627010661,native,40,0.675 +CS,102492627010661,native,45,0.774 +CS,102492627010661,native,50,0.865 +CS,102492627010661,native,55,0.987 +CS,102492627010661,native,60,1.075 +CS,102492627010661,native,65,1.198 +CS,102492627010661,native,70,1.322 +CS,102492627010661,native,75,1.429 +CS,102492627010661,native,80,1.545 +CS,102492627010661,native,85,1.663 +CS,102492627010661,native,90,1.835 +CS,102492627010661,native,95,1.942 +CS,102492627010661,native,100,2.063 +CS,102492405010661,native,0,0.396 +CS,102492405010661,native,5,0.67 +CS,102492405010661,native,10,1.09 +CS,102492405010661,native,15,1.618 +CS,102492405010661,native,20,2.2 +CS,102492405010661,native,25,2.87 +CS,102492405010661,native,30,3.796 +CS,102492405010661,native,35,4.912 +CS,102492405010661,native,40,6.107 +CS,102492405010661,native,45,7.366 +CS,102492405010661,native,50,8.837 +CS,102492405010661,native,55,10.326 +CS,102492405010661,native,60,12.243 +CS,102492405010661,native,65,14.537 +CS,102492405010661,native,70,16.964 +CS,102492405010661,native,75,20.04 +CS,102492405010661,native,80,23.482 +CS,102492405010661,native,85,26.728 +CS,102492405010661,native,90,30.232 +CS,102492405010661,native,95,34.188 +CS,102492405010661,native,100,38.428 +CS,102492732010661,native,0,0.0 +CS,247108609010661,native,0,0.858 +CS,247108609010661,native,5,1.28 +CS,247108609010661,native,10,1.862 +CS,247108609010661,native,15,2.645 +CS,247108609010661,native,20,3.493 +CS,247108609010661,native,25,4.516 +CS,247108609010661,native,30,5.841 +CS,247108609010661,native,35,7.593 +CS,247108609010661,native,40,9.67 +CS,247108609010661,native,45,11.825 +CS,247108609010661,native,50,14.266 +CS,247108609010661,native,55,17.104 +CS,247108609010661,native,60,20.086 +CS,247108609010661,native,65,23.875 +CS,247108609010661,native,70,27.498 +CS,247108609010661,native,75,31.45 +CS,247108609010661,native,80,35.651 +CS,247108609010661,native,85,39.956 +CS,247108609010661,native,90,44.61 +CS,247108609010661,native,95,49.183 +CS,247108609010661,native,100,54.165 +CS,247108610010661,native,0,0.0 +CS,247108612010661,native,0,0.272 +CS,247108612010661,native,5,0.531 +CS,247108612010661,native,10,0.748 +CS,247108612010661,native,15,0.952 +CS,247108612010661,native,20,1.182 +CS,247108612010661,native,25,1.395 +CS,247108612010661,native,30,1.622 +CS,247108612010661,native,35,1.844 +CS,247108612010661,native,40,2.141 +CS,247108612010661,native,45,2.409 +CS,247108612010661,native,50,2.827 +CS,247108612010661,native,55,3.274 +CS,247108612010661,native,60,3.771 +CS,247108612010661,native,65,4.397 +CS,247108612010661,native,70,5.014 +CS,247108612010661,native,75,5.753 +CS,247108612010661,native,80,6.641 +CS,247108612010661,native,85,7.684 +CS,247108612010661,native,90,8.84 +CS,247108612010661,native,95,10.023 +CS,247108612010661,native,100,11.393 +CS,251566567489998,native,0,0.463 +CS,251566567489998,native,5,0.762 +CS,251566567489998,native,10,1.203 +CS,251566567489998,native,15,1.831 +CS,251566567489998,native,20,2.528 +CS,251566567489998,native,25,3.162 +CS,251566567489998,native,30,3.767 +CS,251566567489998,native,35,4.383 +CS,251566567489998,native,40,5.12 +CS,251566567489998,native,45,5.859 +CS,251566567489998,native,50,6.551 +CS,251566567489998,native,55,7.394 +CS,251566567489998,native,60,8.157 +CS,251566567489998,native,65,8.899 +CS,251566567489998,native,70,9.703 +CS,251566567489998,native,75,10.623 +CS,251566567489998,native,80,11.49 +CS,251566567489998,native,85,12.602 +CS,251566567489998,native,90,13.451 +CS,251566567489998,native,95,14.318 +CS,251566567489998,native,100,15.209 +CS,171132509020004,native,0,0.059 +CS,171132509020004,native,5,0.12 +CS,171132509020004,native,10,0.215 +CS,171132509020004,native,15,0.311 +CS,171132509020004,native,20,0.442 +CS,171132509020004,native,25,0.556 +CS,171132509020004,native,30,0.685 +CS,171132509020004,native,35,0.895 +CS,171132509020004,native,40,1.088 +CS,171132509020004,native,45,1.436 +CS,171132509020004,native,50,1.793 +CS,171132509020004,native,55,2.395 +CS,171132509020004,native,60,2.914 +CS,171132509020004,native,65,3.66 +CS,171132509020004,native,70,4.564 +CS,171132509020004,native,75,5.423 +CS,171132509020004,native,80,6.491 +CS,171132509020004,native,85,7.692 +CS,171132509020004,native,90,9.449 +CS,171132509020004,native,95,10.737 +CS,171132509020004,native,100,12.363 +CS,171132814020004,native,0,0.246 +CS,171132814020004,native,5,0.409 +CS,171132814020004,native,10,0.58 +CS,171132814020004,native,15,0.82 +CS,171132814020004,native,20,1.085 +CS,171132814020004,native,25,1.4 +CS,171132814020004,native,30,1.965 +CS,171132814020004,native,35,2.802 +CS,171132814020004,native,40,3.586 +CS,171132814020004,native,45,4.645 +CS,171132814020004,native,50,5.729 +CS,171132814020004,native,55,6.792 +CS,171132814020004,native,60,8.129 +CS,171132814020004,native,65,9.705 +CS,171132814020004,native,70,11.457 +CS,171132814020004,native,75,13.479 +CS,171132814020004,native,80,15.497 +CS,171132814020004,native,85,17.389 +CS,171132814020004,native,90,19.579 +CS,171132814020004,native,95,21.675 +CS,171132814020004,native,100,23.946 +CS,171132851020004,native,0,0.0 +CS,171132882020004,native,0,0.764 +CS,171132882020004,native,5,1.511 +CS,171132882020004,native,10,2.437 +CS,171132882020004,native,15,3.548 +CS,171132882020004,native,20,4.556 +CS,171132882020004,native,25,5.48 +CS,171132882020004,native,30,6.54 +CS,171132882020004,native,35,7.824 +CS,171132882020004,native,40,8.942 +CS,171132882020004,native,45,10.229 +CS,171132882020004,native,50,11.58 +CS,171132882020004,native,55,12.99 +CS,171132882020004,native,60,14.785 +CS,171132882020004,native,65,17.036 +CS,171132882020004,native,70,19.454 +CS,171132882020004,native,75,21.986 +CS,171132882020004,native,80,24.824 +CS,171132882020004,native,85,27.514 +CS,171132882020004,native,90,30.361 +CS,171132882020004,native,95,33.333 +CS,171132882020004,native,100,37.238 +CS,171132912020004,native,0,0.007 +CS,171132912020004,native,5,0.028 +CS,171132912020004,native,10,0.071 +CS,171132912020004,native,15,0.149 +CS,171132912020004,native,20,0.277 +CS,171132912020004,native,25,0.4 +CS,171132912020004,native,30,0.507 +CS,171132912020004,native,35,0.611 +CS,171132912020004,native,40,0.788 +CS,171132912020004,native,45,1.015 +CS,171132912020004,native,50,1.208 +CS,171132912020004,native,55,1.449 +CS,171132912020004,native,60,1.694 +CS,171132912020004,native,65,2.015 +CS,171132912020004,native,70,2.272 +CS,171132912020004,native,75,2.542 +CS,171132912020004,native,80,2.793 +CS,171132912020004,native,85,3.133 +CS,171132912020004,native,90,3.539 +CS,171132912020004,native,95,3.974 +CS,171132912020004,native,100,4.3 +CS,171132955020004,native,0,0.008 +CS,171132955020004,native,5,0.058 +CS,171132955020004,native,10,0.164 +CS,171132955020004,native,15,0.339 +CS,171132955020004,native,20,0.51 +CS,171132955020004,native,25,0.628 +CS,171132955020004,native,30,0.717 +CS,171132955020004,native,35,0.817 +CS,171132955020004,native,40,0.943 +CS,171132955020004,native,45,1.075 +CS,171132955020004,native,50,1.279 +CS,171132955020004,native,55,1.483 +CS,171132955020004,native,60,1.663 +CS,171132955020004,native,65,1.872 +CS,171132955020004,native,70,2.064 +CS,171132955020004,native,75,2.288 +CS,171132955020004,native,80,2.473 +CS,171132955020004,native,85,2.679 +CS,171132955020004,native,90,2.825 +CS,171132955020004,native,95,3.068 +CS,171132955020004,native,100,3.281 +CS,171132880020004,native,0,0.054 +CS,171132880020004,native,5,0.128 +CS,171132880020004,native,10,0.228 +CS,171132880020004,native,15,0.308 +CS,171132880020004,native,20,0.396 +CS,171132880020004,native,25,0.521 +CS,171132880020004,native,30,0.644 +CS,171132880020004,native,35,0.745 +CS,171132880020004,native,40,0.881 +CS,171132880020004,native,45,1.147 +CS,171132880020004,native,50,1.434 +CS,171132880020004,native,55,1.692 +CS,171132880020004,native,60,1.973 +CS,171132880020004,native,65,2.191 +CS,171132880020004,native,70,2.393 +CS,171132880020004,native,75,2.689 +CS,171132880020004,native,80,3.061 +CS,171132880020004,native,85,3.515 +CS,171132880020004,native,90,3.901 +CS,171132880020004,native,95,4.414 +CS,171132880020004,native,100,5.006 +CS,171132943020004,native,0,0.881 +CS,171132943020004,native,5,1.59 +CS,171132943020004,native,10,2.28 +CS,171132943020004,native,15,3.059 +CS,171132943020004,native,20,4.051 +CS,171132943020004,native,25,5.235 +CS,171132943020004,native,30,6.97 +CS,171132943020004,native,35,8.38 +CS,171132943020004,native,40,10.23 +CS,171132943020004,native,45,12.255 +CS,171132943020004,native,50,14.272 +CS,171132943020004,native,55,16.633 +CS,171132943020004,native,60,19.213 +CS,171132943020004,native,65,22.377 +CS,171132943020004,native,70,25.058 +CS,171132943020004,native,75,27.884 +CS,171132943020004,native,80,30.795 +CS,171132943020004,native,85,33.801 +CS,171132943020004,native,90,36.981 +CS,171132943020004,native,95,40.018 +CS,171132943020004,native,100,43.21 +CS,171132957020004,native,0,0.0 +CS,171133155020004,native,0,0.021 +CS,171133155020004,native,5,0.091 +CS,171133155020004,native,10,0.264 +CS,171133155020004,native,15,0.513 +CS,171133155020004,native,20,0.663 +CS,171133155020004,native,25,0.759 +CS,171133155020004,native,30,0.888 +CS,171133155020004,native,35,0.96 +CS,171133155020004,native,40,1.096 +CS,171133155020004,native,45,1.256 +CS,171133155020004,native,50,1.464 +CS,171133155020004,native,55,1.652 +CS,171133155020004,native,60,1.819 +CS,171133155020004,native,65,1.946 +CS,171133155020004,native,70,2.056 +CS,171133155020004,native,75,2.166 +CS,171133155020004,native,80,2.309 +CS,171133155020004,native,85,2.461 +CS,171133155020004,native,90,2.581 +CS,171133155020004,native,95,2.682 +CS,171133155020004,native,100,2.858 +CS,15651666020004,native,0,0.12 +CS,15651666020004,native,5,0.231 +CS,15651666020004,native,10,0.317 +CS,15651666020004,native,15,0.411 +CS,15651666020004,native,20,0.558 +CS,15651666020004,native,25,0.749 +CS,15651666020004,native,30,0.906 +CS,15651666020004,native,35,1.108 +CS,15651666020004,native,40,1.354 +CS,15651666020004,native,45,1.643 +CS,15651666020004,native,50,1.901 +CS,15651666020004,native,55,2.173 +CS,15651666020004,native,60,2.594 +CS,15651666020004,native,65,2.962 +CS,15651666020004,native,70,3.41 +CS,15651666020004,native,75,3.903 +CS,15651666020004,native,80,4.346 +CS,15651666020004,native,85,5.004 +CS,15651666020004,native,90,5.548 +CS,15651666020004,native,95,6.243 +CS,15651666020004,native,100,6.984 +CS,15651677020004,native,0,0.068 +CS,15651677020004,native,5,0.19 +CS,15651677020004,native,10,0.383 +CS,15651677020004,native,15,0.559 +CS,15651677020004,native,20,0.706 +CS,15651677020004,native,25,0.871 +CS,15651677020004,native,30,1.066 +CS,15651677020004,native,35,1.291 +CS,15651677020004,native,40,1.513 +CS,15651677020004,native,45,1.85 +CS,15651677020004,native,50,2.222 +CS,15651677020004,native,55,2.779 +CS,15651677020004,native,60,3.388 +CS,15651677020004,native,65,4.035 +CS,15651677020004,native,70,4.576 +CS,15651677020004,native,75,5.404 +CS,15651677020004,native,80,6.419 +CS,15651677020004,native,85,7.419 +CS,15651677020004,native,90,8.609 +CS,15651677020004,native,95,10.22 +CS,15651677020004,native,100,12.058 +CS,15650966020004,native,0,0.009 +CS,15650966020004,native,5,0.055 +CS,15650966020004,native,10,0.191 +CS,15650966020004,native,15,0.452 +CS,15650966020004,native,20,0.624 +CS,15650966020004,native,25,0.754 +CS,15650966020004,native,30,0.898 +CS,15650966020004,native,35,1.056 +CS,15650966020004,native,40,1.191 +CS,15650966020004,native,45,1.322 +CS,15650966020004,native,50,1.509 +CS,15650966020004,native,55,1.737 +CS,15650966020004,native,60,2.003 +CS,15650966020004,native,65,2.279 +CS,15650966020004,native,70,2.442 +CS,15650966020004,native,75,2.648 +CS,15650966020004,native,80,2.822 +CS,15650966020004,native,85,3.025 +CS,15650966020004,native,90,3.161 +CS,15650966020004,native,95,3.288 +CS,15650966020004,native,100,3.396 +CS,15650992020004,native,0,0.055 +CS,15650992020004,native,5,0.205 +CS,15650992020004,native,10,0.475 +CS,15650992020004,native,15,0.894 +CS,15650992020004,native,20,1.35 +CS,15650992020004,native,25,1.743 +CS,15650992020004,native,30,2.265 +CS,15650992020004,native,35,2.916 +CS,15650992020004,native,40,3.682 +CS,15650992020004,native,45,4.613 +CS,15650992020004,native,50,5.505 +CS,15650992020004,native,55,7.141 +CS,15650992020004,native,60,8.707 +CS,15650992020004,native,65,10.447 +CS,15650992020004,native,70,12.537 +CS,15650992020004,native,75,14.883 +CS,15650992020004,native,80,18.033 +CS,15650992020004,native,85,21.356 +CS,15650992020004,native,90,25.225 +CS,15650992020004,native,95,29.447 +CS,15650992020004,native,100,34.628 +CS,15651013020004,native,0,0.639 +CS,15651013020004,native,5,1.004 +CS,15651013020004,native,10,1.549 +CS,15651013020004,native,15,2.538 +CS,15651013020004,native,20,3.727 +CS,15651013020004,native,25,5.043 +CS,15651013020004,native,30,6.273 +CS,15651013020004,native,35,8.003 +CS,15651013020004,native,40,10.159 +CS,15651013020004,native,45,12.489 +CS,15651013020004,native,50,14.95 +CS,15651013020004,native,55,17.985 +CS,15651013020004,native,60,21.076 +CS,15651013020004,native,65,24.453 +CS,15651013020004,native,70,27.825 +CS,15651013020004,native,75,31.627 +CS,15651013020004,native,80,35.693 +CS,15651013020004,native,85,39.68 +CS,15651013020004,native,90,43.896 +CS,15651013020004,native,95,48.817 +CS,15651013020004,native,100,53.843 +CS,15651068020004,native,0,0.222 +CS,15651068020004,native,5,0.736 +CS,15651068020004,native,10,1.602 +CS,15651068020004,native,15,2.324 +CS,15651068020004,native,20,2.924 +CS,15651068020004,native,25,3.457 +CS,15651068020004,native,30,4.022 +CS,15651068020004,native,35,4.628 +CS,15651068020004,native,40,5.276 +CS,15651068020004,native,45,6.024 +CS,15651068020004,native,50,6.829 +CS,15651068020004,native,55,7.754 +CS,15651068020004,native,60,8.808 +CS,15651068020004,native,65,9.736 +CS,15651068020004,native,70,10.936 +CS,15651068020004,native,75,12.094 +CS,15651068020004,native,80,13.306 +CS,15651068020004,native,85,14.687 +CS,15651068020004,native,90,16.259 +CS,15651068020004,native,95,18.132 +CS,15651068020004,native,100,19.967 +CS,15651473020004,native,0,0.0 +CS,15650946020004,native,0,0.118 +CS,15650946020004,native,5,0.234 +CS,15650946020004,native,10,0.36 +CS,15650946020004,native,15,0.54 +CS,15650946020004,native,20,0.715 +CS,15650946020004,native,25,0.904 +CS,15650946020004,native,30,1.089 +CS,15650946020004,native,35,1.362 +CS,15650946020004,native,40,1.764 +CS,15650946020004,native,45,2.144 +CS,15650946020004,native,50,2.687 +CS,15650946020004,native,55,3.264 +CS,15650946020004,native,60,4.178 +CS,15650946020004,native,65,5.092 +CS,15650946020004,native,70,6.046 +CS,15650946020004,native,75,7.197 +CS,15650946020004,native,80,8.477 +CS,15650946020004,native,85,9.818 +CS,15650946020004,native,90,11.207 +CS,15650946020004,native,95,13.206 +CS,15650946020004,native,100,15.952 +CS,15650964020004,native,0,1.441 +CS,15650964020004,native,5,2.297 +CS,15650964020004,native,10,3.549 +CS,15650964020004,native,15,5.408 +CS,15650964020004,native,20,7.627 +CS,15650964020004,native,25,10.07 +CS,15650964020004,native,30,13.011 +CS,15650964020004,native,35,16.958 +CS,15650964020004,native,40,22.351 +CS,15650964020004,native,45,29.297 +CS,15650964020004,native,50,36.924 +CS,15650964020004,native,55,46.355 +CS,15650964020004,native,60,56.373 +CS,15650964020004,native,65,67.921 +CS,15650964020004,native,70,79.919 +CS,15650964020004,native,75,91.9 +CS,15650964020004,native,80,104.305 +CS,15650964020004,native,85,117.024 +CS,15650964020004,native,90,130.437 +CS,15650964020004,native,95,144.139 +CS,15650964020004,native,100,157.864 +CS,15650969020004,native,0,0.0 +CS,15651015020004,native,0,0.254 +CS,15651015020004,native,5,0.591 +CS,15651015020004,native,10,1.09 +CS,15651015020004,native,15,1.526 +CS,15651015020004,native,20,2.057 +CS,15651015020004,native,25,2.642 +CS,15651015020004,native,30,3.308 +CS,15651015020004,native,35,3.997 +CS,15651015020004,native,40,4.896 +CS,15651015020004,native,45,5.952 +CS,15651015020004,native,50,7.097 +CS,15651015020004,native,55,8.624 +CS,15651015020004,native,60,9.931 +CS,15651015020004,native,65,11.437 +CS,15651015020004,native,70,12.907 +CS,15651015020004,native,75,14.588 +CS,15651015020004,native,80,16.522 +CS,15651015020004,native,85,18.363 +CS,15651015020004,native,90,20.383 +CS,15651015020004,native,95,22.847 +CS,15651015020004,native,100,25.268 +CS,15651017020004,native,0,0.069 +CS,15651017020004,native,5,0.223 +CS,15651017020004,native,10,0.506 +CS,15651017020004,native,15,0.855 +CS,15651017020004,native,20,1.245 +CS,15651017020004,native,25,1.718 +CS,15651017020004,native,30,2.294 +CS,15651017020004,native,35,3.34 +CS,15651017020004,native,40,4.336 +CS,15651017020004,native,45,5.674 +CS,15651017020004,native,50,7.126 +CS,15651017020004,native,55,9.161 +CS,15651017020004,native,60,11.247 +CS,15651017020004,native,65,14.237 +CS,15651017020004,native,70,17.538 +CS,15651017020004,native,75,20.807 +CS,15651017020004,native,80,24.178 +CS,15651017020004,native,85,28.23 +CS,15651017020004,native,90,32.644 +CS,15651017020004,native,95,37.509 +CS,15651017020004,native,100,42.522 +CS,107864913010661,native,0,0.246 +CS,107864913010661,native,5,0.423 +CS,107864913010661,native,10,0.591 +CS,107864913010661,native,15,0.727 +CS,107864913010661,native,20,0.925 +CS,107864913010661,native,25,1.142 +CS,107864913010661,native,30,1.321 +CS,107864913010661,native,35,1.56 +CS,107864913010661,native,40,1.847 +CS,107864913010661,native,45,2.121 +CS,107864913010661,native,50,2.448 +CS,107864913010661,native,55,2.85 +CS,107864913010661,native,60,3.283 +CS,107864913010661,native,65,3.965 +CS,107864913010661,native,70,4.693 +CS,107864913010661,native,75,5.362 +CS,107864913010661,native,80,6.168 +CS,107864913010661,native,85,6.96 +CS,107864913010661,native,90,7.915 +CS,107864913010661,native,95,8.734 +CS,107864913010661,native,100,9.671 +CS,107864919010661,native,0,0.375 +CS,107864919010661,native,5,0.674 +CS,107864919010661,native,10,1.056 +CS,107864919010661,native,15,1.567 +CS,107864919010661,native,20,2.274 +CS,107864919010661,native,25,3.2 +CS,107864919010661,native,30,4.152 +CS,107864919010661,native,35,5.513 +CS,107864919010661,native,40,6.844 +CS,107864919010661,native,45,8.262 +CS,107864919010661,native,50,9.685 +CS,107864919010661,native,55,11.281 +CS,107864919010661,native,60,13.272 +CS,107864919010661,native,65,15.266 +CS,107864919010661,native,70,17.532 +CS,107864919010661,native,75,20.272 +CS,107864919010661,native,80,23.216 +CS,107864919010661,native,85,26.092 +CS,107864919010661,native,90,29.72 +CS,107864919010661,native,95,33.618 +CS,107864919010661,native,100,37.476 +CS,107866560010661,native,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_ec_gompit.csv b/calibration/output/gompit_fvs_csls/val_ec_gompit.csv new file mode 100644 index 00000000..28e7ff5a --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ec_gompit.csv @@ -0,0 +1,173 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +EC,346864500489998,gompit,0,0.0 +EC,714228957290487,gompit,0,31.436 +EC,714228957290487,gompit,5,35.938 +EC,714228957290487,gompit,10,41.228 +EC,714228957290487,gompit,15,47.317 +EC,714228957290487,gompit,20,54.37 +EC,714228957290487,gompit,25,61.882 +EC,714228957290487,gompit,30,69.191 +EC,714228957290487,gompit,35,77.173 +EC,714228957290487,gompit,40,85.665 +EC,714228957290487,gompit,45,93.978 +EC,714228957290487,gompit,50,101.326 +EC,714228957290487,gompit,55,108.174 +EC,714228957290487,gompit,60,114.94 +EC,714228957290487,gompit,65,120.816 +EC,714228957290487,gompit,70,125.937 +EC,714228957290487,gompit,75,130.205 +EC,714228957290487,gompit,80,134.011 +EC,714228957290487,gompit,85,137.496 +EC,714228957290487,gompit,90,140.67 +EC,714228957290487,gompit,95,143.598 +EC,714228957290487,gompit,100,144.925 +EC,714228959290487,gompit,0,19.122 +EC,714228959290487,gompit,5,23.563 +EC,714228959290487,gompit,10,27.27 +EC,714228959290487,gompit,15,30.652 +EC,714228959290487,gompit,20,33.698 +EC,714228959290487,gompit,25,36.098 +EC,714228959290487,gompit,30,37.808 +EC,714228959290487,gompit,35,39.461 +EC,714228959290487,gompit,40,40.775 +EC,714228959290487,gompit,45,41.605 +EC,714228959290487,gompit,50,41.919 +EC,714228959290487,gompit,55,42.516 +EC,714228959290487,gompit,60,43.143 +EC,714228959290487,gompit,65,43.734 +EC,714228959290487,gompit,70,44.361 +EC,714228959290487,gompit,75,44.487 +EC,714228959290487,gompit,80,44.973 +EC,714228959290487,gompit,85,45.554 +EC,714228959290487,gompit,90,46.012 +EC,714228959290487,gompit,95,46.087 +EC,714228959290487,gompit,100,46.011 +EC,714228960290487,gompit,0,21.914 +EC,714228960290487,gompit,5,31.657 +EC,714228960290487,gompit,10,44.99 +EC,714228960290487,gompit,15,55.667 +EC,714228960290487,gompit,20,62.561 +EC,714228960290487,gompit,25,69.425 +EC,714228960290487,gompit,30,76.41 +EC,714228960290487,gompit,35,83.247 +EC,714228960290487,gompit,40,90.262 +EC,714228960290487,gompit,45,97.102 +EC,714228960290487,gompit,50,103.696 +EC,714228960290487,gompit,55,110.02 +EC,714228960290487,gompit,60,116.042 +EC,714228960290487,gompit,65,121.841 +EC,714228960290487,gompit,70,127.274 +EC,714228960290487,gompit,75,131.967 +EC,714228960290487,gompit,80,136.441 +EC,714228960290487,gompit,85,140.798 +EC,714228960290487,gompit,90,145.191 +EC,714228960290487,gompit,95,149.04 +EC,714228960290487,gompit,100,152.517 +EC,29880207010497,gompit,0,0.0 +EC,29880207010497,gompit,5,0.0 +EC,29880207010497,gompit,10,0.0 +EC,29880207010497,gompit,15,0.0 +EC,29880207010497,gompit,20,0.0 +EC,29880207010497,gompit,25,0.0 +EC,29880207010497,gompit,30,0.0 +EC,29880207010497,gompit,35,0.0 +EC,29880207010497,gompit,40,0.0 +EC,29880207010497,gompit,45,0.0 +EC,29880207010497,gompit,50,0.0 +EC,29880207010497,gompit,55,0.0 +EC,29880207010497,gompit,60,0.0 +EC,29880207010497,gompit,65,0.0 +EC,29880207010497,gompit,70,0.0 +EC,29880207010497,gompit,75,0.0 +EC,29880207010497,gompit,80,0.0 +EC,29880207010497,gompit,85,0.0 +EC,29880207010497,gompit,90,0.0 +EC,29880207010497,gompit,95,0.0 +EC,29880207010497,gompit,100,0.0 +EC,29881672010497,gompit,0,2.224 +EC,29881672010497,gompit,5,3.428 +EC,29881672010497,gompit,10,5.215 +EC,29881672010497,gompit,15,7.989 +EC,29881672010497,gompit,20,12.122 +EC,29881672010497,gompit,25,17.911 +EC,29881672010497,gompit,30,24.666 +EC,29881672010497,gompit,35,33.244 +EC,29881672010497,gompit,40,44.508 +EC,29881672010497,gompit,45,56.729 +EC,29881672010497,gompit,50,70.266 +EC,29881672010497,gompit,55,74.281 +EC,29881672010497,gompit,60,78.484 +EC,29881672010497,gompit,65,82.406 +EC,29881672010497,gompit,70,86.118 +EC,29881672010497,gompit,75,90.124 +EC,29881672010497,gompit,80,94.04 +EC,29881672010497,gompit,85,97.698 +EC,29881672010497,gompit,90,101.344 +EC,29881672010497,gompit,95,104.565 +EC,29881672010497,gompit,100,107.906 +EC,40219931010497,gompit,0,0.0 +EC,41118119010497,gompit,0,2.812 +EC,41118119010497,gompit,5,7.872 +EC,41118119010497,gompit,10,13.275 +EC,41118119010497,gompit,15,19.919 +EC,41118119010497,gompit,20,26.72 +EC,41118119010497,gompit,25,35.032 +EC,41118119010497,gompit,30,42.858 +EC,41118119010497,gompit,35,47.173 +EC,41118119010497,gompit,40,50.852 +EC,41118119010497,gompit,45,54.313 +EC,41118119010497,gompit,50,57.432 +EC,41118119010497,gompit,55,60.318 +EC,41118119010497,gompit,60,62.973 +EC,41118119010497,gompit,65,65.812 +EC,41118119010497,gompit,70,67.471 +EC,41118119010497,gompit,75,69.407 +EC,41118119010497,gompit,80,70.994 +EC,41118119010497,gompit,85,72.973 +EC,41118119010497,gompit,90,73.075 +EC,41118119010497,gompit,95,72.965 +EC,41118119010497,gompit,100,72.043 +EC,41118122010497,gompit,0,1.551 +EC,41118122010497,gompit,5,5.832 +EC,41118122010497,gompit,10,13.796 +EC,41118122010497,gompit,15,23.485 +EC,41118122010497,gompit,20,38.056 +EC,41118122010497,gompit,25,57.216 +EC,41118122010497,gompit,30,80.141 +EC,41118122010497,gompit,35,90.637 +EC,41118122010497,gompit,40,100.122 +EC,41118122010497,gompit,45,109.538 +EC,41118122010497,gompit,50,118.316 +EC,41118122010497,gompit,55,126.711 +EC,41118122010497,gompit,60,135.174 +EC,41118122010497,gompit,65,142.912 +EC,41118122010497,gompit,70,150.653 +EC,41118122010497,gompit,75,156.731 +EC,41118122010497,gompit,80,163.016 +EC,41118122010497,gompit,85,169.1 +EC,41118122010497,gompit,90,174.699 +EC,41118122010497,gompit,95,180.204 +EC,41118122010497,gompit,100,184.856 +EC,23903355010900,gompit,0,9.403 +EC,23903355010900,gompit,5,15.76 +EC,23903355010900,gompit,10,23.488 +EC,23903355010900,gompit,15,33.531 +EC,23903355010900,gompit,20,37.284 +EC,23903355010900,gompit,25,41.403 +EC,23903355010900,gompit,30,45.334 +EC,23903355010900,gompit,35,49.473 +EC,23903355010900,gompit,40,53.449 +EC,23903355010900,gompit,45,57.816 +EC,23903355010900,gompit,50,62.048 +EC,23903355010900,gompit,55,66.466 +EC,23903355010900,gompit,60,71.475 +EC,23903355010900,gompit,65,78.132 +EC,23903355010900,gompit,70,81.48 +EC,23903355010900,gompit,75,85.405 +EC,23903355010900,gompit,80,89.085 +EC,23903355010900,gompit,85,92.612 +EC,23903355010900,gompit,90,96.131 +EC,23903355010900,gompit,95,99.468 +EC,23903355010900,gompit,100,102.522 +EC,23826474010900,gompit,0,0.0 +EC,41118481010497,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_ec_native.csv b/calibration/output/gompit_fvs_csls/val_ec_native.csv new file mode 100644 index 00000000..841630d1 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ec_native.csv @@ -0,0 +1,173 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +EC,346864500489998,native,0,0.0 +EC,714228957290487,native,0,31.436 +EC,714228957290487,native,5,39.162 +EC,714228957290487,native,10,46.126 +EC,714228957290487,native,15,55.371 +EC,714228957290487,native,20,63.685 +EC,714228957290487,native,25,74.155 +EC,714228957290487,native,30,83.937 +EC,714228957290487,native,35,92.029 +EC,714228957290487,native,40,102.764 +EC,714228957290487,native,45,112.229 +EC,714228957290487,native,50,120.877 +EC,714228957290487,native,55,129.199 +EC,714228957290487,native,60,137.245 +EC,714228957290487,native,65,145.014 +EC,714228957290487,native,70,152.024 +EC,714228957290487,native,75,158.933 +EC,714228957290487,native,80,165.751 +EC,714228957290487,native,85,171.771 +EC,714228957290487,native,90,173.992 +EC,714228957290487,native,95,176.111 +EC,714228957290487,native,100,178.132 +EC,714228959290487,native,0,19.122 +EC,714228959290487,native,5,25.041 +EC,714228959290487,native,10,30.106 +EC,714228959290487,native,15,34.993 +EC,714228959290487,native,20,39.993 +EC,714228959290487,native,25,44.877 +EC,714228959290487,native,30,49.388 +EC,714228959290487,native,35,54.025 +EC,714228959290487,native,40,58.619 +EC,714228959290487,native,45,62.97 +EC,714228959290487,native,50,67.348 +EC,714228959290487,native,55,70.822 +EC,714228959290487,native,60,73.565 +EC,714228959290487,native,65,76.204 +EC,714228959290487,native,70,78.751 +EC,714228959290487,native,75,81.18 +EC,714228959290487,native,80,83.504 +EC,714228959290487,native,85,85.685 +EC,714228959290487,native,90,87.714 +EC,714228959290487,native,95,89.617 +EC,714228959290487,native,100,91.452 +EC,714228960290487,native,0,21.914 +EC,714228960290487,native,5,28.774 +EC,714228960290487,native,10,37.357 +EC,714228960290487,native,15,46.026 +EC,714228960290487,native,20,55.167 +EC,714228960290487,native,25,64.174 +EC,714228960290487,native,30,73.99 +EC,714228960290487,native,35,83.145 +EC,714228960290487,native,40,92.293 +EC,714228960290487,native,45,100.705 +EC,714228960290487,native,50,108.613 +EC,714228960290487,native,55,115.318 +EC,714228960290487,native,60,119.859 +EC,714228960290487,native,65,124.049 +EC,714228960290487,native,70,127.922 +EC,714228960290487,native,75,131.546 +EC,714228960290487,native,80,134.79 +EC,714228960290487,native,85,137.929 +EC,714228960290487,native,90,140.832 +EC,714228960290487,native,95,143.599 +EC,714228960290487,native,100,146.215 +EC,29880207010497,native,0,0.0 +EC,29880207010497,native,5,0.0 +EC,29880207010497,native,10,0.0 +EC,29880207010497,native,15,0.0 +EC,29880207010497,native,20,0.0 +EC,29880207010497,native,25,0.0 +EC,29880207010497,native,30,0.0 +EC,29880207010497,native,35,0.0 +EC,29880207010497,native,40,0.0 +EC,29880207010497,native,45,0.0 +EC,29880207010497,native,50,0.0 +EC,29880207010497,native,55,0.0 +EC,29880207010497,native,60,0.0 +EC,29880207010497,native,65,0.0 +EC,29880207010497,native,70,0.0 +EC,29880207010497,native,75,0.0 +EC,29880207010497,native,80,0.0 +EC,29880207010497,native,85,0.0 +EC,29880207010497,native,90,0.0 +EC,29880207010497,native,95,0.0 +EC,29880207010497,native,100,0.0 +EC,29881672010497,native,0,2.224 +EC,29881672010497,native,5,3.428 +EC,29881672010497,native,10,5.215 +EC,29881672010497,native,15,7.989 +EC,29881672010497,native,20,12.122 +EC,29881672010497,native,25,17.914 +EC,29881672010497,native,30,24.588 +EC,29881672010497,native,35,31.11 +EC,29881672010497,native,40,39.135 +EC,29881672010497,native,45,47.506 +EC,29881672010497,native,50,57.726 +EC,29881672010497,native,55,66.238 +EC,29881672010497,native,60,73.345 +EC,29881672010497,native,65,78.515 +EC,29881672010497,native,70,85.331 +EC,29881672010497,native,75,91.838 +EC,29881672010497,native,80,95.966 +EC,29881672010497,native,85,99.841 +EC,29881672010497,native,90,103.065 +EC,29881672010497,native,95,106.506 +EC,29881672010497,native,100,110.174 +EC,40219931010497,native,0,0.0 +EC,41118119010497,native,0,2.812 +EC,41118119010497,native,5,8.458 +EC,41118119010497,native,10,14.37 +EC,41118119010497,native,15,21.341 +EC,41118119010497,native,20,28.169 +EC,41118119010497,native,25,34.413 +EC,41118119010497,native,30,39.944 +EC,41118119010497,native,35,45.032 +EC,41118119010497,native,40,49.962 +EC,41118119010497,native,45,54.936 +EC,41118119010497,native,50,59.411 +EC,41118119010497,native,55,62.245 +EC,41118119010497,native,60,64.805 +EC,41118119010497,native,65,67.025 +EC,41118119010497,native,70,68.821 +EC,41118119010497,native,75,70.244 +EC,41118119010497,native,80,71.7 +EC,41118119010497,native,85,73.158 +EC,41118119010497,native,90,73.314 +EC,41118119010497,native,95,72.976 +EC,41118119010497,native,100,72.404 +EC,41118122010497,native,0,1.551 +EC,41118122010497,native,5,5.832 +EC,41118122010497,native,10,13.796 +EC,41118122010497,native,15,23.154 +EC,41118122010497,native,20,34.559 +EC,41118122010497,native,25,48.237 +EC,41118122010497,native,30,63.716 +EC,41118122010497,native,35,80.234 +EC,41118122010497,native,40,91.525 +EC,41118122010497,native,45,103.059 +EC,41118122010497,native,50,114.21 +EC,41118122010497,native,55,124.932 +EC,41118122010497,native,60,136.841 +EC,41118122010497,native,65,143.889 +EC,41118122010497,native,70,152.2 +EC,41118122010497,native,75,158.384 +EC,41118122010497,native,80,165.309 +EC,41118122010497,native,85,171.816 +EC,41118122010497,native,90,178.072 +EC,41118122010497,native,95,185.787 +EC,41118122010497,native,100,190.963 +EC,23903355010900,native,0,9.403 +EC,23903355010900,native,5,16.237 +EC,23903355010900,native,10,21.674 +EC,23903355010900,native,15,25.748 +EC,23903355010900,native,20,29.508 +EC,23903355010900,native,25,33.233 +EC,23903355010900,native,30,37.174 +EC,23903355010900,native,35,40.875 +EC,23903355010900,native,40,44.971 +EC,23903355010900,native,45,47.109 +EC,23903355010900,native,50,49.115 +EC,23903355010900,native,55,51.048 +EC,23903355010900,native,60,52.868 +EC,23903355010900,native,65,54.607 +EC,23903355010900,native,70,56.246 +EC,23903355010900,native,75,57.796 +EC,23903355010900,native,80,59.189 +EC,23903355010900,native,85,60.523 +EC,23903355010900,native,90,61.849 +EC,23903355010900,native,95,63.07 +EC,23903355010900,native,100,64.195 +EC,23826474010900,native,0,0.0 +EC,41118481010497,native,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_em_gompit.csv b/calibration/output/gompit_fvs_csls/val_em_gompit.csv new file mode 100644 index 00000000..555270a7 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_em_gompit.csv @@ -0,0 +1,169 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +EM,11868892010690,gompit,0,0.0 +EM,11868892010690,gompit,5,0.0 +EM,11868892010690,gompit,10,0.001 +EM,11868892010690,gompit,15,0.011 +EM,11868892010690,gompit,20,0.03 +EM,11868892010690,gompit,25,0.065 +EM,11868892010690,gompit,30,0.13 +EM,11868892010690,gompit,35,0.221 +EM,11868892010690,gompit,40,0.376 +EM,11868892010690,gompit,45,0.587 +EM,11868892010690,gompit,50,0.876 +EM,11868892010690,gompit,55,1.218 +EM,11868892010690,gompit,60,1.633 +EM,11868892010690,gompit,65,2.13 +EM,11868892010690,gompit,70,2.734 +EM,11868892010690,gompit,75,3.426 +EM,11868892010690,gompit,80,4.224 +EM,11868892010690,gompit,85,5.126 +EM,11868892010690,gompit,90,6.118 +EM,11868892010690,gompit,95,7.174 +EM,11868892010690,gompit,100,8.283 +EM,11868918010690,gompit,0,0.129 +EM,11868918010690,gompit,5,0.16 +EM,11868918010690,gompit,10,0.211 +EM,11868918010690,gompit,15,0.274 +EM,11868918010690,gompit,20,0.414 +EM,11868918010690,gompit,25,0.604 +EM,11868918010690,gompit,30,0.964 +EM,11868918010690,gompit,35,1.411 +EM,11868918010690,gompit,40,1.967 +EM,11868918010690,gompit,45,2.655 +EM,11868918010690,gompit,50,3.402 +EM,11868918010690,gompit,55,4.211 +EM,11868918010690,gompit,60,5.078 +EM,11868918010690,gompit,65,6.008 +EM,11868918010690,gompit,70,7.041 +EM,11868918010690,gompit,75,8.191 +EM,11868918010690,gompit,80,9.413 +EM,11868918010690,gompit,85,10.765 +EM,11868918010690,gompit,90,12.166 +EM,11868918010690,gompit,95,13.616 +EM,11868918010690,gompit,100,15.116 +EM,11873787010690,gompit,0,0.016 +EM,11873787010690,gompit,5,0.032 +EM,11873787010690,gompit,10,0.054 +EM,11873787010690,gompit,15,0.128 +EM,11873787010690,gompit,20,0.221 +EM,11873787010690,gompit,25,0.327 +EM,11873787010690,gompit,30,0.449 +EM,11873787010690,gompit,35,0.59 +EM,11873787010690,gompit,40,0.743 +EM,11873787010690,gompit,45,0.921 +EM,11873787010690,gompit,50,1.154 +EM,11873787010690,gompit,55,1.439 +EM,11873787010690,gompit,60,1.786 +EM,11873787010690,gompit,65,2.212 +EM,11873787010690,gompit,70,2.726 +EM,11873787010690,gompit,75,3.345 +EM,11873787010690,gompit,80,4.081 +EM,11873787010690,gompit,85,4.913 +EM,11873787010690,gompit,90,5.865 +EM,11873787010690,gompit,95,6.894 +EM,11873787010690,gompit,100,8.046 +EM,11873891010690,gompit,0,0.259 +EM,11873891010690,gompit,5,0.351 +EM,11873891010690,gompit,10,0.469 +EM,11873891010690,gompit,15,0.598 +EM,11873891010690,gompit,20,0.73 +EM,11873891010690,gompit,25,0.857 +EM,11873891010690,gompit,30,0.996 +EM,11873891010690,gompit,35,1.143 +EM,11873891010690,gompit,40,1.314 +EM,11873891010690,gompit,45,1.484 +EM,11873891010690,gompit,50,1.666 +EM,11873891010690,gompit,55,1.872 +EM,11873891010690,gompit,60,2.114 +EM,11873891010690,gompit,65,2.393 +EM,11873891010690,gompit,70,2.72 +EM,11873891010690,gompit,75,3.127 +EM,11873891010690,gompit,80,3.61 +EM,11873891010690,gompit,85,4.178 +EM,11873891010690,gompit,90,4.817 +EM,11873891010690,gompit,95,5.53 +EM,11873891010690,gompit,100,6.334 +EM,11878318010690,gompit,0,0.0 +EM,11878318010690,gompit,5,0.0 +EM,11878318010690,gompit,10,0.0 +EM,11878318010690,gompit,15,0.008 +EM,11878318010690,gompit,20,0.023 +EM,11878318010690,gompit,25,0.053 +EM,11878318010690,gompit,30,0.113 +EM,11878318010690,gompit,35,0.212 +EM,11878318010690,gompit,40,0.386 +EM,11878318010690,gompit,45,0.674 +EM,11878318010690,gompit,50,1.043 +EM,11878318010690,gompit,55,1.491 +EM,11878318010690,gompit,60,2.027 +EM,11878318010690,gompit,65,2.695 +EM,11878318010690,gompit,70,3.499 +EM,11878318010690,gompit,75,4.416 +EM,11878318010690,gompit,80,5.489 +EM,11878318010690,gompit,85,6.697 +EM,11878318010690,gompit,90,8.03 +EM,11878318010690,gompit,95,9.478 +EM,11878318010690,gompit,100,10.994 +EM,31764621010690,gompit,0,1.498 +EM,31764621010690,gompit,5,1.937 +EM,31764621010690,gompit,10,2.445 +EM,31764621010690,gompit,15,3.026 +EM,31764621010690,gompit,20,3.678 +EM,31764621010690,gompit,25,4.462 +EM,31764621010690,gompit,30,5.337 +EM,31764621010690,gompit,35,6.295 +EM,31764621010690,gompit,40,7.335 +EM,31764621010690,gompit,45,8.544 +EM,31764621010690,gompit,50,9.914 +EM,31764621010690,gompit,55,11.424 +EM,31764621010690,gompit,60,13.091 +EM,31764621010690,gompit,65,14.903 +EM,31764621010690,gompit,70,16.9 +EM,31764621010690,gompit,75,19.076 +EM,31764621010690,gompit,80,21.46 +EM,31764621010690,gompit,85,24.182 +EM,31764621010690,gompit,90,27.089 +EM,31764621010690,gompit,95,30.137 +EM,31764621010690,gompit,100,33.405 +EM,31764676010690,gompit,0,0.054 +EM,31764676010690,gompit,5,0.061 +EM,31764676010690,gompit,10,0.155 +EM,31764676010690,gompit,15,0.278 +EM,31764676010690,gompit,20,0.416 +EM,31764676010690,gompit,25,0.553 +EM,31764676010690,gompit,30,0.71 +EM,31764676010690,gompit,35,0.874 +EM,31764676010690,gompit,40,1.056 +EM,31764676010690,gompit,45,1.257 +EM,31764676010690,gompit,50,1.488 +EM,31764676010690,gompit,55,1.774 +EM,31764676010690,gompit,60,2.137 +EM,31764676010690,gompit,65,2.566 +EM,31764676010690,gompit,70,3.09 +EM,31764676010690,gompit,75,3.722 +EM,31764676010690,gompit,80,4.491 +EM,31764676010690,gompit,85,5.398 +EM,31764676010690,gompit,90,6.447 +EM,31764676010690,gompit,95,7.634 +EM,31764676010690,gompit,100,8.933 +EM,2340993010690,gompit,0,0.025 +EM,2340993010690,gompit,5,0.03 +EM,2340993010690,gompit,10,0.035 +EM,2340993010690,gompit,15,0.039 +EM,2340993010690,gompit,20,0.045 +EM,2340993010690,gompit,25,0.052 +EM,2340993010690,gompit,30,0.07 +EM,2340993010690,gompit,35,0.096 +EM,2340993010690,gompit,40,0.145 +EM,2340993010690,gompit,45,0.207 +EM,2340993010690,gompit,50,0.291 +EM,2340993010690,gompit,55,0.415 +EM,2340993010690,gompit,60,0.6 +EM,2340993010690,gompit,65,0.913 +EM,2340993010690,gompit,70,1.326 +EM,2340993010690,gompit,75,1.861 +EM,2340993010690,gompit,80,2.523 +EM,2340993010690,gompit,85,3.273 +EM,2340993010690,gompit,90,4.117 +EM,2340993010690,gompit,95,5.047 +EM,2340993010690,gompit,100,6.044 diff --git a/calibration/output/gompit_fvs_csls/val_em_native.csv b/calibration/output/gompit_fvs_csls/val_em_native.csv new file mode 100644 index 00000000..28b9e951 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_em_native.csv @@ -0,0 +1,169 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +EM,11868892010690,native,0,0.0 +EM,11868892010690,native,5,0.0 +EM,11868892010690,native,10,0.001 +EM,11868892010690,native,15,0.012 +EM,11868892010690,native,20,0.035 +EM,11868892010690,native,25,0.081 +EM,11868892010690,native,30,0.168 +EM,11868892010690,native,35,0.288 +EM,11868892010690,native,40,0.491 +EM,11868892010690,native,45,0.785 +EM,11868892010690,native,50,1.199 +EM,11868892010690,native,55,1.733 +EM,11868892010690,native,60,2.426 +EM,11868892010690,native,65,3.284 +EM,11868892010690,native,70,4.373 +EM,11868892010690,native,75,5.66 +EM,11868892010690,native,80,7.209 +EM,11868892010690,native,85,8.991 +EM,11868892010690,native,90,10.976 +EM,11868892010690,native,95,13.165 +EM,11868892010690,native,100,15.546 +EM,11868918010690,native,0,0.129 +EM,11868918010690,native,5,0.167 +EM,11868918010690,native,10,0.231 +EM,11868918010690,native,15,0.313 +EM,11868918010690,native,20,0.493 +EM,11868918010690,native,25,0.747 +EM,11868918010690,native,30,1.233 +EM,11868918010690,native,35,1.867 +EM,11868918010690,native,40,2.693 +EM,11868918010690,native,45,3.717 +EM,11868918010690,native,50,4.944 +EM,11868918010690,native,55,6.325 +EM,11868918010690,native,60,7.88 +EM,11868918010690,native,65,9.611 +EM,11868918010690,native,70,11.606 +EM,11868918010690,native,75,13.945 +EM,11868918010690,native,80,16.52 +EM,11868918010690,native,85,19.397 +EM,11868918010690,native,90,22.561 +EM,11868918010690,native,95,25.942 +EM,11868918010690,native,100,29.558 +EM,11873787010690,native,0,0.016 +EM,11873787010690,native,5,0.034 +EM,11873787010690,native,10,0.062 +EM,11873787010690,native,15,0.157 +EM,11873787010690,native,20,0.289 +EM,11873787010690,native,25,0.456 +EM,11873787010690,native,30,0.662 +EM,11873787010690,native,35,0.919 +EM,11873787010690,native,40,1.215 +EM,11873787010690,native,45,1.575 +EM,11873787010690,native,50,2.035 +EM,11873787010690,native,55,2.6 +EM,11873787010690,native,60,3.296 +EM,11873787010690,native,65,4.135 +EM,11873787010690,native,70,5.189 +EM,11873787010690,native,75,6.467 +EM,11873787010690,native,80,8.029 +EM,11873787010690,native,85,9.789 +EM,11873787010690,native,90,11.809 +EM,11873787010690,native,95,14.106 +EM,11873787010690,native,100,16.705 +EM,11873891010690,native,0,0.259 +EM,11873891010690,native,5,0.386 +EM,11873891010690,native,10,0.571 +EM,11873891010690,native,15,0.805 +EM,11873891010690,native,20,1.086 +EM,11873891010690,native,25,1.406 +EM,11873891010690,native,30,1.797 +EM,11873891010690,native,35,2.259 +EM,11873891010690,native,40,2.823 +EM,11873891010690,native,45,3.46 +EM,11873891010690,native,50,4.178 +EM,11873891010690,native,55,4.99 +EM,11873891010690,native,60,5.926 +EM,11873891010690,native,65,6.98 +EM,11873891010690,native,70,8.181 +EM,11873891010690,native,75,9.572 +EM,11873891010690,native,80,11.154 +EM,11873891010690,native,85,12.931 +EM,11873891010690,native,90,14.932 +EM,11873891010690,native,95,17.141 +EM,11873891010690,native,100,19.545 +EM,11878318010690,native,0,0.0 +EM,11878318010690,native,5,0.0 +EM,11878318010690,native,10,0.0 +EM,11878318010690,native,15,0.009 +EM,11878318010690,native,20,0.026 +EM,11878318010690,native,25,0.064 +EM,11878318010690,native,30,0.144 +EM,11878318010690,native,35,0.28 +EM,11878318010690,native,40,0.53 +EM,11878318010690,native,45,0.954 +EM,11878318010690,native,50,1.524 +EM,11878318010690,native,55,2.254 +EM,11878318010690,native,60,3.191 +EM,11878318010690,native,65,4.386 +EM,11878318010690,native,70,5.898 +EM,11878318010690,native,75,7.675 +EM,11878318010690,native,80,9.816 +EM,11878318010690,native,85,12.324 +EM,11878318010690,native,90,15.151 +EM,11878318010690,native,95,18.285 +EM,11878318010690,native,100,21.728 +EM,31764621010690,native,0,1.498 +EM,31764621010690,native,5,1.937 +EM,31764621010690,native,10,2.445 +EM,31764621010690,native,15,3.026 +EM,31764621010690,native,20,3.678 +EM,31764621010690,native,25,4.462 +EM,31764621010690,native,30,5.339 +EM,31764621010690,native,35,6.302 +EM,31764621010690,native,40,7.356 +EM,31764621010690,native,45,8.587 +EM,31764621010690,native,50,9.998 +EM,31764621010690,native,55,11.58 +EM,31764621010690,native,60,13.372 +EM,31764621010690,native,65,15.397 +EM,31764621010690,native,70,17.696 +EM,31764621010690,native,75,20.268 +EM,31764621010690,native,80,23.204 +EM,31764621010690,native,85,26.547 +EM,31764621010690,native,90,30.254 +EM,31764621010690,native,95,34.339 +EM,31764621010690,native,100,38.789 +EM,31764676010690,native,0,0.054 +EM,31764676010690,native,5,0.065 +EM,31764676010690,native,10,0.174 +EM,31764676010690,native,15,0.333 +EM,31764676010690,native,20,0.529 +EM,31764676010690,native,25,0.747 +EM,31764676010690,native,30,1.015 +EM,31764676010690,native,35,1.32 +EM,31764676010690,native,40,1.677 +EM,31764676010690,native,45,2.091 +EM,31764676010690,native,50,2.574 +EM,31764676010690,native,55,3.179 +EM,31764676010690,native,60,3.937 +EM,31764676010690,native,65,4.83 +EM,31764676010690,native,70,5.916 +EM,31764676010690,native,75,7.257 +EM,31764676010690,native,80,8.891 +EM,31764676010690,native,85,10.784 +EM,31764676010690,native,90,12.96 +EM,31764676010690,native,95,15.475 +EM,31764676010690,native,100,18.296 +EM,2340993010690,native,0,0.025 +EM,2340993010690,native,5,0.031 +EM,2340993010690,native,10,0.037 +EM,2340993010690,native,15,0.045 +EM,2340993010690,native,20,0.053 +EM,2340993010690,native,25,0.064 +EM,2340993010690,native,30,0.087 +EM,2340993010690,native,35,0.124 +EM,2340993010690,native,40,0.192 +EM,2340993010690,native,45,0.285 +EM,2340993010690,native,50,0.415 +EM,2340993010690,native,55,0.612 +EM,2340993010690,native,60,0.914 +EM,2340993010690,native,65,1.439 +EM,2340993010690,native,70,2.157 +EM,2340993010690,native,75,3.116 +EM,2340993010690,native,80,4.341 +EM,2340993010690,native,85,5.773 +EM,2340993010690,native,90,7.441 +EM,2340993010690,native,95,9.339 +EM,2340993010690,native,100,11.497 diff --git a/calibration/output/gompit_fvs_csls/val_ie_gompit.csv b/calibration/output/gompit_fvs_csls/val_ie_gompit.csv new file mode 100644 index 00000000..ded448cf --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ie_gompit.csv @@ -0,0 +1,169 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +IE,4731302010690,gompit,0,0.021 +IE,4731302010690,gompit,5,0.038 +IE,4731302010690,gompit,10,0.072 +IE,4731302010690,gompit,15,0.122 +IE,4731302010690,gompit,20,0.224 +IE,4731302010690,gompit,25,0.349 +IE,4731302010690,gompit,30,0.57 +IE,4731302010690,gompit,35,1.29 +IE,4731302010690,gompit,40,2.947 +IE,4731302010690,gompit,45,5.885 +IE,4731302010690,gompit,50,9.986 +IE,4731302010690,gompit,55,14.899 +IE,4731302010690,gompit,60,20.618 +IE,4731302010690,gompit,65,26.841 +IE,4731302010690,gompit,70,33.211 +IE,4731302010690,gompit,75,39.835 +IE,4731302010690,gompit,80,46.703 +IE,4731302010690,gompit,85,53.401 +IE,4731302010690,gompit,90,60.145 +IE,4731302010690,gompit,95,66.861 +IE,4731302010690,gompit,100,73.344 +IE,4731374010690,gompit,0,0.0 +IE,4731374010690,gompit,5,0.0 +IE,4731374010690,gompit,10,0.0 +IE,4731374010690,gompit,15,0.087 +IE,4731374010690,gompit,20,0.717 +IE,4731374010690,gompit,25,2.295 +IE,4731374010690,gompit,30,5.094 +IE,4731374010690,gompit,35,9.108 +IE,4731374010690,gompit,40,14.23 +IE,4731374010690,gompit,45,19.903 +IE,4731374010690,gompit,50,25.957 +IE,4731374010690,gompit,55,32.232 +IE,4731374010690,gompit,60,38.755 +IE,4731374010690,gompit,65,45.397 +IE,4731374010690,gompit,70,51.985 +IE,4731374010690,gompit,75,58.378 +IE,4731374010690,gompit,80,64.713 +IE,4731374010690,gompit,85,70.976 +IE,4731374010690,gompit,90,76.98 +IE,4731374010690,gompit,95,82.751 +IE,4731374010690,gompit,100,88.224 +IE,4731407010690,gompit,0,0.732 +IE,4731407010690,gompit,5,2.347 +IE,4731407010690,gompit,10,5.436 +IE,4731407010690,gompit,15,9.719 +IE,4731407010690,gompit,20,15.644 +IE,4731407010690,gompit,25,23.257 +IE,4731407010690,gompit,30,32.236 +IE,4731407010690,gompit,35,43.172 +IE,4731407010690,gompit,40,55.629 +IE,4731407010690,gompit,45,69.526 +IE,4731407010690,gompit,50,84.893 +IE,4731407010690,gompit,55,101.907 +IE,4731407010690,gompit,60,118.97 +IE,4731407010690,gompit,65,137.519 +IE,4731407010690,gompit,70,155.982 +IE,4731407010690,gompit,75,174.491 +IE,4731407010690,gompit,80,192.042 +IE,4731407010690,gompit,85,210.18 +IE,4731407010690,gompit,90,227.527 +IE,4731407010690,gompit,95,244.221 +IE,4731407010690,gompit,100,260.331 +IE,4731471010690,gompit,0,0.397 +IE,4731471010690,gompit,5,0.794 +IE,4731471010690,gompit,10,1.315 +IE,4731471010690,gompit,15,1.963 +IE,4731471010690,gompit,20,2.777 +IE,4731471010690,gompit,25,3.633 +IE,4731471010690,gompit,30,4.553 +IE,4731471010690,gompit,35,5.844 +IE,4731471010690,gompit,40,7.732 +IE,4731471010690,gompit,45,10.496 +IE,4731471010690,gompit,50,14.412 +IE,4731471010690,gompit,55,19.452 +IE,4731471010690,gompit,60,25.104 +IE,4731471010690,gompit,65,31.252 +IE,4731471010690,gompit,70,37.662 +IE,4731471010690,gompit,75,44.165 +IE,4731471010690,gompit,80,50.714 +IE,4731471010690,gompit,85,57.299 +IE,4731471010690,gompit,90,63.793 +IE,4731471010690,gompit,95,70.137 +IE,4731471010690,gompit,100,76.085 +IE,4716132010690,gompit,0,0.0 +IE,4716132010690,gompit,5,0.0 +IE,4716132010690,gompit,10,0.0 +IE,4716132010690,gompit,15,0.026 +IE,4716132010690,gompit,20,0.277 +IE,4716132010690,gompit,25,1.163 +IE,4716132010690,gompit,30,2.936 +IE,4716132010690,gompit,35,5.862 +IE,4716132010690,gompit,40,10.007 +IE,4716132010690,gompit,45,15.105 +IE,4716132010690,gompit,50,20.759 +IE,4716132010690,gompit,55,26.8 +IE,4716132010690,gompit,60,33.29 +IE,4716132010690,gompit,65,39.851 +IE,4716132010690,gompit,70,46.521 +IE,4716132010690,gompit,75,53.209 +IE,4716132010690,gompit,80,59.719 +IE,4716132010690,gompit,85,66.261 +IE,4716132010690,gompit,90,72.604 +IE,4716132010690,gompit,95,78.685 +IE,4716132010690,gompit,100,84.498 +IE,4716160010690,gompit,0,0.006 +IE,4716160010690,gompit,5,0.011 +IE,4716160010690,gompit,10,0.023 +IE,4716160010690,gompit,15,0.044 +IE,4716160010690,gompit,20,0.1 +IE,4716160010690,gompit,25,0.217 +IE,4716160010690,gompit,30,0.463 +IE,4716160010690,gompit,35,1.003 +IE,4716160010690,gompit,40,2.217 +IE,4716160010690,gompit,45,4.377 +IE,4716160010690,gompit,50,7.857 +IE,4716160010690,gompit,55,12.549 +IE,4716160010690,gompit,60,18.264 +IE,4716160010690,gompit,65,24.559 +IE,4716160010690,gompit,70,31.203 +IE,4716160010690,gompit,75,38.229 +IE,4716160010690,gompit,80,45.483 +IE,4716160010690,gompit,85,52.458 +IE,4716160010690,gompit,90,59.327 +IE,4716160010690,gompit,95,65.815 +IE,4716160010690,gompit,100,72.053 +IE,4716203010690,gompit,0,0.492 +IE,4716203010690,gompit,5,1.086 +IE,4716203010690,gompit,10,1.95 +IE,4716203010690,gompit,15,3.054 +IE,4716203010690,gompit,20,4.328 +IE,4716203010690,gompit,25,5.563 +IE,4716203010690,gompit,30,6.704 +IE,4716203010690,gompit,35,8.191 +IE,4716203010690,gompit,40,10.128 +IE,4716203010690,gompit,45,12.763 +IE,4716203010690,gompit,50,16.349 +IE,4716203010690,gompit,55,20.68 +IE,4716203010690,gompit,60,25.83 +IE,4716203010690,gompit,65,31.724 +IE,4716203010690,gompit,70,37.822 +IE,4716203010690,gompit,75,43.845 +IE,4716203010690,gompit,80,50.163 +IE,4716203010690,gompit,85,56.405 +IE,4716203010690,gompit,90,62.565 +IE,4716203010690,gompit,95,68.416 +IE,4716203010690,gompit,100,74.148 +IE,4716287010690,gompit,0,0.083 +IE,4716287010690,gompit,5,0.231 +IE,4716287010690,gompit,10,0.493 +IE,4716287010690,gompit,15,0.884 +IE,4716287010690,gompit,20,1.353 +IE,4716287010690,gompit,25,1.855 +IE,4716287010690,gompit,30,2.507 +IE,4716287010690,gompit,35,3.698 +IE,4716287010690,gompit,40,5.599 +IE,4716287010690,gompit,45,8.564 +IE,4716287010690,gompit,50,12.68 +IE,4716287010690,gompit,55,17.731 +IE,4716287010690,gompit,60,23.479 +IE,4716287010690,gompit,65,29.628 +IE,4716287010690,gompit,70,35.754 +IE,4716287010690,gompit,75,42.467 +IE,4716287010690,gompit,80,49.289 +IE,4716287010690,gompit,85,56.115 +IE,4716287010690,gompit,90,62.814 +IE,4716287010690,gompit,95,69.498 +IE,4716287010690,gompit,100,75.905 diff --git a/calibration/output/gompit_fvs_csls/val_ie_native.csv b/calibration/output/gompit_fvs_csls/val_ie_native.csv new file mode 100644 index 00000000..da9493d0 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ie_native.csv @@ -0,0 +1,169 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +IE,4731302010690,native,0,0.021 +IE,4731302010690,native,5,0.04 +IE,4731302010690,native,10,0.081 +IE,4731302010690,native,15,0.146 +IE,4731302010690,native,20,0.287 +IE,4731302010690,native,25,0.481 +IE,4731302010690,native,30,0.796 +IE,4731302010690,native,35,1.574 +IE,4731302010690,native,40,3.26 +IE,4731302010690,native,45,6.205 +IE,4731302010690,native,50,10.699 +IE,4731302010690,native,55,16.827 +IE,4731302010690,native,60,24.401 +IE,4731302010690,native,65,33.016 +IE,4731302010690,native,70,42.668 +IE,4731302010690,native,75,52.905 +IE,4731302010690,native,80,63.784 +IE,4731302010690,native,85,74.883 +IE,4731302010690,native,90,85.801 +IE,4731302010690,native,95,96.201 +IE,4731302010690,native,100,106.158 +IE,4731374010690,native,0,0.0 +IE,4731374010690,native,5,0.0 +IE,4731374010690,native,10,0.0 +IE,4731374010690,native,15,0.077 +IE,4731374010690,native,20,0.66 +IE,4731374010690,native,25,2.204 +IE,4731374010690,native,30,5.154 +IE,4731374010690,native,35,9.613 +IE,4731374010690,native,40,15.483 +IE,4731374010690,native,45,22.805 +IE,4731374010690,native,50,31.192 +IE,4731374010690,native,55,40.573 +IE,4731374010690,native,60,50.705 +IE,4731374010690,native,65,61.102 +IE,4731374010690,native,70,71.716 +IE,4731374010690,native,75,82.376 +IE,4731374010690,native,80,92.635 +IE,4731374010690,native,85,102.512 +IE,4731374010690,native,90,111.775 +IE,4731374010690,native,95,120.449 +IE,4731374010690,native,100,128.407 +IE,4731407010690,native,0,0.732 +IE,4731407010690,native,5,2.357 +IE,4731407010690,native,10,5.493 +IE,4731407010690,native,15,9.913 +IE,4731407010690,native,20,16.131 +IE,4731407010690,native,25,24.224 +IE,4731407010690,native,30,33.877 +IE,4731407010690,native,35,45.673 +IE,4731407010690,native,40,59.128 +IE,4731407010690,native,45,74.329 +IE,4731407010690,native,50,90.959 +IE,4731407010690,native,55,109.151 +IE,4731407010690,native,60,127.377 +IE,4731407010690,native,65,146.505 +IE,4731407010690,native,70,165.332 +IE,4731407010690,native,75,184.295 +IE,4731407010690,native,80,202.605 +IE,4731407010690,native,85,220.999 +IE,4731407010690,native,90,238.483 +IE,4731407010690,native,95,255.076 +IE,4731407010690,native,100,271.363 +IE,4731471010690,native,0,0.397 +IE,4731471010690,native,5,0.89 +IE,4731471010690,native,10,1.652 +IE,4731471010690,native,15,2.739 +IE,4731471010690,native,20,4.286 +IE,4731471010690,native,25,6.151 +IE,4731471010690,native,30,8.382 +IE,4731471010690,native,35,11.217 +IE,4731471010690,native,40,14.824 +IE,4731471010690,native,45,19.189 +IE,4731471010690,native,50,24.763 +IE,4731471010690,native,55,31.421 +IE,4731471010690,native,60,39.18 +IE,4731471010690,native,65,47.596 +IE,4731471010690,native,70,57.018 +IE,4731471010690,native,75,67.031 +IE,4731471010690,native,80,77.016 +IE,4731471010690,native,85,87.323 +IE,4731471010690,native,90,97.195 +IE,4731471010690,native,95,106.827 +IE,4731471010690,native,100,115.894 +IE,4716132010690,native,0,0.0 +IE,4716132010690,native,5,0.0 +IE,4716132010690,native,10,0.0 +IE,4716132010690,native,15,0.023 +IE,4716132010690,native,20,0.252 +IE,4716132010690,native,25,1.089 +IE,4716132010690,native,30,2.855 +IE,4716132010690,native,35,5.914 +IE,4716132010690,native,40,10.418 +IE,4716132010690,native,45,16.244 +IE,4716132010690,native,50,23.084 +IE,4716132010690,native,55,30.894 +IE,4716132010690,native,60,39.546 +IE,4716132010690,native,65,48.537 +IE,4716132010690,native,70,57.99 +IE,4716132010690,native,75,67.525 +IE,4716132010690,native,80,76.961 +IE,4716132010690,native,85,86.378 +IE,4716132010690,native,90,95.683 +IE,4716132010690,native,95,104.55 +IE,4716132010690,native,100,112.848 +IE,4716160010690,native,0,0.006 +IE,4716160010690,native,5,0.012 +IE,4716160010690,native,10,0.024 +IE,4716160010690,native,15,0.048 +IE,4716160010690,native,20,0.117 +IE,4716160010690,native,25,0.279 +IE,4716160010690,native,30,0.631 +IE,4716160010690,native,35,1.3 +IE,4716160010690,native,40,2.675 +IE,4716160010690,native,45,5.05 +IE,4716160010690,native,50,8.863 +IE,4716160010690,native,55,14.166 +IE,4716160010690,native,60,20.874 +IE,4716160010690,native,65,28.775 +IE,4716160010690,native,70,37.505 +IE,4716160010690,native,75,46.955 +IE,4716160010690,native,80,56.937 +IE,4716160010690,native,85,67.002 +IE,4716160010690,native,90,77.166 +IE,4716160010690,native,95,87.28 +IE,4716160010690,native,100,96.841 +IE,4716203010690,native,0,0.492 +IE,4716203010690,native,5,1.216 +IE,4716203010690,native,10,2.434 +IE,4716203010690,native,15,4.252 +IE,4716203010690,native,20,6.695 +IE,4716203010690,native,25,9.604 +IE,4716203010690,native,30,12.82 +IE,4716203010690,native,35,16.875 +IE,4716203010690,native,40,21.494 +IE,4716203010690,native,45,26.803 +IE,4716203010690,native,50,32.842 +IE,4716203010690,native,55,39.414 +IE,4716203010690,native,60,46.804 +IE,4716203010690,native,65,55.184 +IE,4716203010690,native,70,63.745 +IE,4716203010690,native,75,72.538 +IE,4716203010690,native,80,81.189 +IE,4716203010690,native,85,89.937 +IE,4716203010690,native,90,98.614 +IE,4716203010690,native,95,106.907 +IE,4716203010690,native,100,114.807 +IE,4716287010690,native,0,0.083 +IE,4716287010690,native,5,0.252 +IE,4716287010690,native,10,0.584 +IE,4716287010690,native,15,1.142 +IE,4716287010690,native,20,1.909 +IE,4716287010690,native,25,2.901 +IE,4716287010690,native,30,4.347 +IE,4716287010690,native,35,6.358 +IE,4716287010690,native,40,9.095 +IE,4716287010690,native,45,12.958 +IE,4716287010690,native,50,18.025 +IE,4716287010690,native,55,24.345 +IE,4716287010690,native,60,31.836 +IE,4716287010690,native,65,40.415 +IE,4716287010690,native,70,49.922 +IE,4716287010690,native,75,59.978 +IE,4716287010690,native,80,70.202 +IE,4716287010690,native,85,80.711 +IE,4716287010690,native,90,91.167 +IE,4716287010690,native,95,101.106 +IE,4716287010690,native,100,110.574 diff --git a/calibration/output/gompit_fvs_csls/val_ls_gompit.csv b/calibration/output/gompit_fvs_csls/val_ls_gompit.csv new file mode 100644 index 00000000..3e4d49c4 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ls_gompit.csv @@ -0,0 +1,3720 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +LS,89641827010661,gompit,0,3.008 +LS,89641827010661,gompit,5,11.044 +LS,89641827010661,gompit,10,26.32 +LS,89641827010661,gompit,15,51.393 +LS,89641827010661,gompit,20,77.77 +LS,89641827010661,gompit,25,95.427 +LS,89641827010661,gompit,30,103.725 +LS,89641827010661,gompit,35,108.133 +LS,89641827010661,gompit,40,113.538 +LS,89641827010661,gompit,45,116.317 +LS,89641827010661,gompit,50,118.986 +LS,89641827010661,gompit,55,121.593 +LS,89641827010661,gompit,60,123.944 +LS,89641827010661,gompit,65,125.971 +LS,89641827010661,gompit,70,131.672 +LS,89641827010661,gompit,75,135.162 +LS,89641827010661,gompit,80,134.353 +LS,89641827010661,gompit,85,135.507 +LS,89641827010661,gompit,90,135.13 +LS,89641827010661,gompit,95,135.748 +LS,89641827010661,gompit,100,134.105 +LS,89652747010661,gompit,0,1.845 +LS,89652747010661,gompit,5,5.262 +LS,89652747010661,gompit,10,11.262 +LS,89652747010661,gompit,15,20.42 +LS,89652747010661,gompit,20,34.003 +LS,89652747010661,gompit,25,43.811 +LS,89652747010661,gompit,30,53.129 +LS,89652747010661,gompit,35,61.435 +LS,89652747010661,gompit,40,67.594 +LS,89652747010661,gompit,45,74.102 +LS,89652747010661,gompit,50,82.849 +LS,89652747010661,gompit,55,88.174 +LS,89652747010661,gompit,60,94.024 +LS,89652747010661,gompit,65,103.145 +LS,89652747010661,gompit,70,109.614 +LS,89652747010661,gompit,75,112.354 +LS,89652747010661,gompit,80,115.145 +LS,89652747010661,gompit,85,120.563 +LS,89652747010661,gompit,90,130.029 +LS,89652747010661,gompit,95,132.865 +LS,89652747010661,gompit,100,136.948 +LS,89623372010661,gompit,0,15.806 +LS,89623372010661,gompit,5,26.434 +LS,89623372010661,gompit,10,36.058 +LS,89623372010661,gompit,15,43.27 +LS,89623372010661,gompit,20,46.287 +LS,89623372010661,gompit,25,49.083 +LS,89623372010661,gompit,30,51.538 +LS,89623372010661,gompit,35,54.229 +LS,89623372010661,gompit,40,55.92 +LS,89623372010661,gompit,45,57.379 +LS,89623372010661,gompit,50,58.031 +LS,89623372010661,gompit,55,59.051 +LS,89623372010661,gompit,60,60.622 +LS,89623372010661,gompit,65,62.436 +LS,89623372010661,gompit,70,63.496 +LS,89623372010661,gompit,75,65.121 +LS,89623372010661,gompit,80,67.518 +LS,89623372010661,gompit,85,69.314 +LS,89623372010661,gompit,90,71.283 +LS,89623372010661,gompit,95,73.496 +LS,89623372010661,gompit,100,75.589 +LS,89845299010661,gompit,0,35.697 +LS,89845299010661,gompit,5,47.072 +LS,89845299010661,gompit,10,59.976 +LS,89845299010661,gompit,15,73.388 +LS,89845299010661,gompit,20,87.974 +LS,89845299010661,gompit,25,96.972 +LS,89845299010661,gompit,30,104.872 +LS,89845299010661,gompit,35,111.599 +LS,89845299010661,gompit,40,118.523 +LS,89845299010661,gompit,45,127.645 +LS,89845299010661,gompit,50,134.934 +LS,89845299010661,gompit,55,142.148 +LS,89845299010661,gompit,60,147.282 +LS,89845299010661,gompit,65,152.353 +LS,89845299010661,gompit,70,157.696 +LS,89845299010661,gompit,75,162.09 +LS,89845299010661,gompit,80,166.711 +LS,89845299010661,gompit,85,170.17 +LS,89845299010661,gompit,90,173.953 +LS,89845299010661,gompit,95,177.731 +LS,89845299010661,gompit,100,181.64 +LS,89846380010661,gompit,0,6.105 +LS,89846380010661,gompit,5,18.319 +LS,89846380010661,gompit,10,37.373 +LS,89846380010661,gompit,15,57.323 +LS,89846380010661,gompit,20,68.87 +LS,89846380010661,gompit,25,76.271 +LS,89846380010661,gompit,30,80.266 +LS,89846380010661,gompit,35,87.066 +LS,89846380010661,gompit,40,91.211 +LS,89846380010661,gompit,45,94.316 +LS,89846380010661,gompit,50,97.333 +LS,89846380010661,gompit,55,101.082 +LS,89846380010661,gompit,60,100.845 +LS,89846380010661,gompit,65,99.869 +LS,89846380010661,gompit,70,98.843 +LS,89846380010661,gompit,75,95.788 +LS,89846380010661,gompit,80,94.159 +LS,89846380010661,gompit,85,93.125 +LS,89846380010661,gompit,90,91.07 +LS,89846380010661,gompit,95,88.524 +LS,89846380010661,gompit,100,86.18 +LS,89846947010661,gompit,0,3.938 +LS,89846947010661,gompit,5,12.68 +LS,89846947010661,gompit,10,26.812 +LS,89846947010661,gompit,15,42.185 +LS,89846947010661,gompit,20,52.833 +LS,89846947010661,gompit,25,60.394 +LS,89846947010661,gompit,30,66.977 +LS,89846947010661,gompit,35,70.983 +LS,89846947010661,gompit,40,75.886 +LS,89846947010661,gompit,45,80.968 +LS,89846947010661,gompit,50,83.581 +LS,89846947010661,gompit,55,86.254 +LS,89846947010661,gompit,60,86.68 +LS,89846947010661,gompit,65,86.54 +LS,89846947010661,gompit,70,87.873 +LS,89846947010661,gompit,75,86.766 +LS,89846947010661,gompit,80,87.73 +LS,89846947010661,gompit,85,92.147 +LS,89846947010661,gompit,90,94.819 +LS,89846947010661,gompit,95,98.385 +LS,89846947010661,gompit,100,100.598 +LS,89794548010661,gompit,0,6.294 +LS,89794548010661,gompit,5,18.164 +LS,89794548010661,gompit,10,34.142 +LS,89794548010661,gompit,15,46.551 +LS,89794548010661,gompit,20,55.105 +LS,89794548010661,gompit,25,61.696 +LS,89794548010661,gompit,30,67.391 +LS,89794548010661,gompit,35,71.713 +LS,89794548010661,gompit,40,72.855 +LS,89794548010661,gompit,45,71.931 +LS,89794548010661,gompit,50,71.282 +LS,89794548010661,gompit,55,70.304 +LS,89794548010661,gompit,60,69.597 +LS,89794548010661,gompit,65,70.478 +LS,89794548010661,gompit,70,70.108 +LS,89794548010661,gompit,75,69.151 +LS,89794548010661,gompit,80,68.576 +LS,89794548010661,gompit,85,68.744 +LS,89794548010661,gompit,90,67.796 +LS,89794548010661,gompit,95,66.464 +LS,89794548010661,gompit,100,65.352 +LS,89801759010661,gompit,0,22.382 +LS,89801759010661,gompit,5,38.344 +LS,89801759010661,gompit,10,50.953 +LS,89801759010661,gompit,15,55.283 +LS,89801759010661,gompit,20,54.811 +LS,89801759010661,gompit,25,53.023 +LS,89801759010661,gompit,30,51.18 +LS,89801759010661,gompit,35,49.927 +LS,89801759010661,gompit,40,48.701 +LS,89801759010661,gompit,45,46.841 +LS,89801759010661,gompit,50,45.043 +LS,89801759010661,gompit,55,43.564 +LS,89801759010661,gompit,60,42.458 +LS,89801759010661,gompit,65,41.549 +LS,89801759010661,gompit,70,40.53 +LS,89801759010661,gompit,75,40.39 +LS,89801759010661,gompit,80,39.865 +LS,89801759010661,gompit,85,38.923 +LS,89801759010661,gompit,90,37.81 +LS,89801759010661,gompit,95,37.161 +LS,89801759010661,gompit,100,36.154 +LS,89805173010661,gompit,0,0.0 +LS,89664920010661,gompit,0,3.712 +LS,89664920010661,gompit,5,8.641 +LS,89664920010661,gompit,10,15.866 +LS,89664920010661,gompit,15,24.226 +LS,89664920010661,gompit,20,27.019 +LS,89664920010661,gompit,25,29.531 +LS,89664920010661,gompit,30,29.933 +LS,89664920010661,gompit,35,30.24 +LS,89664920010661,gompit,40,30.153 +LS,89664920010661,gompit,45,30.168 +LS,89664920010661,gompit,50,29.579 +LS,89664920010661,gompit,55,29.694 +LS,89664920010661,gompit,60,29.643 +LS,89664920010661,gompit,65,29.213 +LS,89664920010661,gompit,70,28.345 +LS,89664920010661,gompit,75,28.016 +LS,89664920010661,gompit,80,28.362 +LS,89664920010661,gompit,85,27.778 +LS,89664920010661,gompit,90,26.766 +LS,89664920010661,gompit,95,26.548 +LS,89664920010661,gompit,100,25.723 +LS,89866937010661,gompit,0,24.836 +LS,89866937010661,gompit,5,50.095 +LS,89866937010661,gompit,10,68.694 +LS,89866937010661,gompit,15,75.386 +LS,89866937010661,gompit,20,81.74 +LS,89866937010661,gompit,25,87.072 +LS,89866937010661,gompit,30,92.71 +LS,89866937010661,gompit,35,98.153 +LS,89866937010661,gompit,40,103.404 +LS,89866937010661,gompit,45,107.671 +LS,89866937010661,gompit,50,112.262 +LS,89866937010661,gompit,55,117.826 +LS,89866937010661,gompit,60,122.341 +LS,89866937010661,gompit,65,127.539 +LS,89866937010661,gompit,70,131.731 +LS,89866937010661,gompit,75,136.514 +LS,89866937010661,gompit,80,140.053 +LS,89866937010661,gompit,85,143.038 +LS,89866937010661,gompit,90,146.877 +LS,89866937010661,gompit,95,149.876 +LS,89866937010661,gompit,100,152.185 +LS,89638455010661,gompit,0,18.249 +LS,89638455010661,gompit,5,43.439 +LS,89638455010661,gompit,10,69.29 +LS,89638455010661,gompit,15,74.87 +LS,89638455010661,gompit,20,80.033 +LS,89638455010661,gompit,25,85.645 +LS,89638455010661,gompit,30,88.929 +LS,89638455010661,gompit,35,92.738 +LS,89638455010661,gompit,40,96.132 +LS,89638455010661,gompit,45,97.539 +LS,89638455010661,gompit,50,95.374 +LS,89638455010661,gompit,55,92.948 +LS,89638455010661,gompit,60,88.349 +LS,89638455010661,gompit,65,84.012 +LS,89638455010661,gompit,70,79.018 +LS,89638455010661,gompit,75,75.969 +LS,89638455010661,gompit,80,73.043 +LS,89638455010661,gompit,85,70.853 +LS,89638455010661,gompit,90,67.748 +LS,89638455010661,gompit,95,65.785 +LS,89638455010661,gompit,100,64.468 +LS,89638550010661,gompit,0,41.593 +LS,89638550010661,gompit,5,51.396 +LS,89638550010661,gompit,10,61.987 +LS,89638550010661,gompit,15,72.465 +LS,89638550010661,gompit,20,85.139 +LS,89638550010661,gompit,25,95.336 +LS,89638550010661,gompit,30,105.008 +LS,89638550010661,gompit,35,114.528 +LS,89638550010661,gompit,40,121.197 +LS,89638550010661,gompit,45,127.908 +LS,89638550010661,gompit,50,135.415 +LS,89638550010661,gompit,55,139.237 +LS,89638550010661,gompit,60,144.879 +LS,89638550010661,gompit,65,148.368 +LS,89638550010661,gompit,70,152.593 +LS,89638550010661,gompit,75,157.396 +LS,89638550010661,gompit,80,161.516 +LS,89638550010661,gompit,85,165.569 +LS,89638550010661,gompit,90,169.7 +LS,89638550010661,gompit,95,172.311 +LS,89638550010661,gompit,100,175.373 +LS,89621668010661,gompit,0,0.205 +LS,89621668010661,gompit,5,0.814 +LS,89621668010661,gompit,10,2.1 +LS,89621668010661,gompit,15,4.388 +LS,89621668010661,gompit,20,7.779 +LS,89621668010661,gompit,25,11.298 +LS,89621668010661,gompit,30,13.954 +LS,89621668010661,gompit,35,15.827 +LS,89621668010661,gompit,40,17.837 +LS,89621668010661,gompit,45,19.558 +LS,89621668010661,gompit,50,22.07 +LS,89621668010661,gompit,55,24.414 +LS,89621668010661,gompit,60,26.38 +LS,89621668010661,gompit,65,27.526 +LS,89621668010661,gompit,70,30.913 +LS,89621668010661,gompit,75,37.273 +LS,89621668010661,gompit,80,40.453 +LS,89621668010661,gompit,85,42.473 +LS,89621668010661,gompit,90,48.375 +LS,89621668010661,gompit,95,49.605 +LS,89621668010661,gompit,100,56.883 +LS,89623813010661,gompit,0,32.237 +LS,89623813010661,gompit,5,36.998 +LS,89623813010661,gompit,10,41.878 +LS,89623813010661,gompit,15,48.883 +LS,89623813010661,gompit,20,54.874 +LS,89623813010661,gompit,25,59.742 +LS,89623813010661,gompit,30,61.966 +LS,89623813010661,gompit,35,63.569 +LS,89623813010661,gompit,40,65.874 +LS,89623813010661,gompit,45,67.481 +LS,89623813010661,gompit,50,67.462 +LS,89623813010661,gompit,55,68.243 +LS,89623813010661,gompit,60,70.05 +LS,89623813010661,gompit,65,72.114 +LS,89623813010661,gompit,70,73.451 +LS,89623813010661,gompit,75,75.893 +LS,89623813010661,gompit,80,76.926 +LS,89623813010661,gompit,85,76.938 +LS,89623813010661,gompit,90,76.831 +LS,89623813010661,gompit,95,76.932 +LS,89623813010661,gompit,100,76.917 +LS,89849960010661,gompit,0,33.866 +LS,89849960010661,gompit,5,55.576 +LS,89849960010661,gompit,10,76.278 +LS,89849960010661,gompit,15,83.105 +LS,89849960010661,gompit,20,89.885 +LS,89849960010661,gompit,25,95.825 +LS,89849960010661,gompit,30,102.636 +LS,89849960010661,gompit,35,108.594 +LS,89849960010661,gompit,40,113.694 +LS,89849960010661,gompit,45,119.951 +LS,89849960010661,gompit,50,125.334 +LS,89849960010661,gompit,55,131.169 +LS,89849960010661,gompit,60,135.1 +LS,89849960010661,gompit,65,139.612 +LS,89849960010661,gompit,70,144.083 +LS,89849960010661,gompit,75,148.394 +LS,89849960010661,gompit,80,152.391 +LS,89849960010661,gompit,85,155.525 +LS,89849960010661,gompit,90,159.668 +LS,89849960010661,gompit,95,163.322 +LS,89849960010661,gompit,100,166.041 +LS,89845054010661,gompit,0,0.799 +LS,89845054010661,gompit,5,2.294 +LS,89845054010661,gompit,10,5.077 +LS,89845054010661,gompit,15,9.922 +LS,89845054010661,gompit,20,16.446 +LS,89845054010661,gompit,25,23.791 +LS,89845054010661,gompit,30,27.457 +LS,89845054010661,gompit,35,30.313 +LS,89845054010661,gompit,40,34.52 +LS,89845054010661,gompit,45,40.999 +LS,89845054010661,gompit,50,44.743 +LS,89845054010661,gompit,55,49.004 +LS,89845054010661,gompit,60,55.272 +LS,89845054010661,gompit,65,61.095 +LS,89845054010661,gompit,70,68.802 +LS,89845054010661,gompit,75,75.989 +LS,89845054010661,gompit,80,86.208 +LS,89845054010661,gompit,85,90.245 +LS,89845054010661,gompit,90,101.9 +LS,89845054010661,gompit,95,114.402 +LS,89845054010661,gompit,100,118.785 +LS,89683772010661,gompit,0,11.932 +LS,89683772010661,gompit,5,27.415 +LS,89683772010661,gompit,10,54.31 +LS,89683772010661,gompit,15,87.658 +LS,89683772010661,gompit,20,92.154 +LS,89683772010661,gompit,25,98.957 +LS,89683772010661,gompit,30,104.175 +LS,89683772010661,gompit,35,108.825 +LS,89683772010661,gompit,40,112.572 +LS,89683772010661,gompit,45,117.394 +LS,89683772010661,gompit,50,120.462 +LS,89683772010661,gompit,55,124.936 +LS,89683772010661,gompit,60,128.29 +LS,89683772010661,gompit,65,131.531 +LS,89683772010661,gompit,70,135.366 +LS,89683772010661,gompit,75,138.911 +LS,89683772010661,gompit,80,142.503 +LS,89683772010661,gompit,85,144.852 +LS,89683772010661,gompit,90,147.065 +LS,89683772010661,gompit,95,149.848 +LS,89683772010661,gompit,100,152.909 +LS,89633292010661,gompit,0,55.602 +LS,89633292010661,gompit,5,69.222 +LS,89633292010661,gompit,10,82.544 +LS,89633292010661,gompit,15,95.145 +LS,89633292010661,gompit,20,107.979 +LS,89633292010661,gompit,25,118.185 +LS,89633292010661,gompit,30,122.337 +LS,89633292010661,gompit,35,126.186 +LS,89633292010661,gompit,40,128.996 +LS,89633292010661,gompit,45,131.373 +LS,89633292010661,gompit,50,134.161 +LS,89633292010661,gompit,55,136.378 +LS,89633292010661,gompit,60,138.745 +LS,89633292010661,gompit,65,140.3 +LS,89633292010661,gompit,70,140.944 +LS,89633292010661,gompit,75,141.776 +LS,89633292010661,gompit,80,142.543 +LS,89633292010661,gompit,85,143.64 +LS,89633292010661,gompit,90,144.185 +LS,89633292010661,gompit,95,144.706 +LS,89633292010661,gompit,100,145.244 +LS,89630464010661,gompit,0,40.34 +LS,89630464010661,gompit,5,54.835 +LS,89630464010661,gompit,10,69.227 +LS,89630464010661,gompit,15,82.607 +LS,89630464010661,gompit,20,96.378 +LS,89630464010661,gompit,25,107.796 +LS,89630464010661,gompit,30,115.852 +LS,89630464010661,gompit,35,124.668 +LS,89630464010661,gompit,40,131.997 +LS,89630464010661,gompit,45,142.571 +LS,89630464010661,gompit,50,152.658 +LS,89630464010661,gompit,55,159.373 +LS,89630464010661,gompit,60,164.059 +LS,89630464010661,gompit,65,168.752 +LS,89630464010661,gompit,70,174.497 +LS,89630464010661,gompit,75,185.449 +LS,89630464010661,gompit,80,192.513 +LS,89630464010661,gompit,85,197.494 +LS,89630464010661,gompit,90,201.678 +LS,89630464010661,gompit,95,204.645 +LS,89630464010661,gompit,100,204.942 +LS,89634956010661,gompit,0,21.512 +LS,89634956010661,gompit,5,55.415 +LS,89634956010661,gompit,10,62.786 +LS,89634956010661,gompit,15,68.648 +LS,89634956010661,gompit,20,76.024 +LS,89634956010661,gompit,25,83.51 +LS,89634956010661,gompit,30,88.08 +LS,89634956010661,gompit,35,91.82 +LS,89634956010661,gompit,40,94.307 +LS,89634956010661,gompit,45,95.896 +LS,89634956010661,gompit,50,98.18 +LS,89634956010661,gompit,55,97.685 +LS,89634956010661,gompit,60,98.001 +LS,89634956010661,gompit,65,98.04 +LS,89634956010661,gompit,70,98.561 +LS,89634956010661,gompit,75,99.547 +LS,89634956010661,gompit,80,100.424 +LS,89634956010661,gompit,85,101.089 +LS,89634956010661,gompit,90,102.519 +LS,89634956010661,gompit,95,102.198 +LS,89634956010661,gompit,100,101.238 +LS,89635694010661,gompit,0,26.672 +LS,89635694010661,gompit,5,51.829 +LS,89635694010661,gompit,10,75.073 +LS,89635694010661,gompit,15,86.251 +LS,89635694010661,gompit,20,90.442 +LS,89635694010661,gompit,25,88.61 +LS,89635694010661,gompit,30,82.198 +LS,89635694010661,gompit,35,74.176 +LS,89635694010661,gompit,40,67.324 +LS,89635694010661,gompit,45,60.166 +LS,89635694010661,gompit,50,56.731 +LS,89635694010661,gompit,55,51.007 +LS,89635694010661,gompit,60,46.054 +LS,89635694010661,gompit,65,41.903 +LS,89635694010661,gompit,70,37.192 +LS,89635694010661,gompit,75,33.64 +LS,89635694010661,gompit,80,30.156 +LS,89635694010661,gompit,85,27.468 +LS,89635694010661,gompit,90,25.685 +LS,89635694010661,gompit,95,24.024 +LS,89635694010661,gompit,100,22.642 +LS,89630573010661,gompit,0,22.594 +LS,89630573010661,gompit,5,46.799 +LS,89630573010661,gompit,10,70.17 +LS,89630573010661,gompit,15,84.557 +LS,89630573010661,gompit,20,90.464 +LS,89630573010661,gompit,25,95.816 +LS,89630573010661,gompit,30,100.898 +LS,89630573010661,gompit,35,106.22 +LS,89630573010661,gompit,40,111.183 +LS,89630573010661,gompit,45,112.545 +LS,89630573010661,gompit,50,112.89 +LS,89630573010661,gompit,55,111.551 +LS,89630573010661,gompit,60,109.844 +LS,89630573010661,gompit,65,108.291 +LS,89630573010661,gompit,70,107.971 +LS,89630573010661,gompit,75,107.18 +LS,89630573010661,gompit,80,107.197 +LS,89630573010661,gompit,85,108.856 +LS,89630573010661,gompit,90,109.612 +LS,89630573010661,gompit,95,111.592 +LS,89630573010661,gompit,100,113.766 +LS,89651273010661,gompit,0,70.081 +LS,89651273010661,gompit,5,98.943 +LS,89651273010661,gompit,10,118.626 +LS,89651273010661,gompit,15,134.109 +LS,89651273010661,gompit,20,144.551 +LS,89651273010661,gompit,25,151.211 +LS,89651273010661,gompit,30,155.688 +LS,89651273010661,gompit,35,159.557 +LS,89651273010661,gompit,40,161.854 +LS,89651273010661,gompit,45,164.923 +LS,89651273010661,gompit,50,168.233 +LS,89651273010661,gompit,55,170.815 +LS,89651273010661,gompit,60,173.168 +LS,89651273010661,gompit,65,174.552 +LS,89651273010661,gompit,70,176.479 +LS,89651273010661,gompit,75,180.469 +LS,89651273010661,gompit,80,182.126 +LS,89651273010661,gompit,85,185.048 +LS,89651273010661,gompit,90,187.053 +LS,89651273010661,gompit,95,189.271 +LS,89651273010661,gompit,100,192.933 +LS,89681398010661,gompit,0,1.902 +LS,89681398010661,gompit,5,7.29 +LS,89681398010661,gompit,10,16.553 +LS,89681398010661,gompit,15,26.588 +LS,89681398010661,gompit,20,34.491 +LS,89681398010661,gompit,25,43.901 +LS,89681398010661,gompit,30,52.623 +LS,89681398010661,gompit,35,58.339 +LS,89681398010661,gompit,40,63.106 +LS,89681398010661,gompit,45,64.625 +LS,89681398010661,gompit,50,64.866 +LS,89681398010661,gompit,55,64.834 +LS,89681398010661,gompit,60,61.658 +LS,89681398010661,gompit,65,60.581 +LS,89681398010661,gompit,70,57.813 +LS,89681398010661,gompit,75,55.456 +LS,89681398010661,gompit,80,54.334 +LS,89681398010661,gompit,85,52.958 +LS,89681398010661,gompit,90,49.902 +LS,89681398010661,gompit,95,46.884 +LS,89681398010661,gompit,100,44.598 +LS,89680186010661,gompit,0,0.0 +LS,89715107010661,gompit,0,34.932 +LS,89715107010661,gompit,5,55.719 +LS,89715107010661,gompit,10,75.287 +LS,89715107010661,gompit,15,91.597 +LS,89715107010661,gompit,20,104.957 +LS,89715107010661,gompit,25,118.708 +LS,89715107010661,gompit,30,126.108 +LS,89715107010661,gompit,35,131.188 +LS,89715107010661,gompit,40,135.973 +LS,89715107010661,gompit,45,135.708 +LS,89715107010661,gompit,50,133.805 +LS,89715107010661,gompit,55,124.777 +LS,89715107010661,gompit,60,127.876 +LS,89715107010661,gompit,65,129.533 +LS,89715107010661,gompit,70,131.684 +LS,89715107010661,gompit,75,133.951 +LS,89715107010661,gompit,80,136.347 +LS,89715107010661,gompit,85,139.346 +LS,89715107010661,gompit,90,142.13 +LS,89715107010661,gompit,95,144.445 +LS,89715107010661,gompit,100,145.678 +LS,89715224010661,gompit,0,7.512 +LS,89715224010661,gompit,5,15.771 +LS,89715224010661,gompit,10,23.886 +LS,89715224010661,gompit,15,34.231 +LS,89715224010661,gompit,20,50.74 +LS,89715224010661,gompit,25,72.762 +LS,89715224010661,gompit,30,92.678 +LS,89715224010661,gompit,35,111.116 +LS,89715224010661,gompit,40,119.346 +LS,89715224010661,gompit,45,122.678 +LS,89715224010661,gompit,50,125.679 +LS,89715224010661,gompit,55,128.04 +LS,89715224010661,gompit,60,130.421 +LS,89715224010661,gompit,65,134.166 +LS,89715224010661,gompit,70,136.481 +LS,89715224010661,gompit,75,138.377 +LS,89715224010661,gompit,80,140.248 +LS,89715224010661,gompit,85,140.769 +LS,89715224010661,gompit,90,142.37 +LS,89715224010661,gompit,95,144.074 +LS,89715224010661,gompit,100,144.925 +LS,89717790010661,gompit,0,33.495 +LS,89717790010661,gompit,5,54.998 +LS,89717790010661,gompit,10,78.979 +LS,89717790010661,gompit,15,90.165 +LS,89717790010661,gompit,20,97.627 +LS,89717790010661,gompit,25,104.14 +LS,89717790010661,gompit,30,108.5 +LS,89717790010661,gompit,35,113.778 +LS,89717790010661,gompit,40,119.513 +LS,89717790010661,gompit,45,123.695 +LS,89717790010661,gompit,50,126.77 +LS,89717790010661,gompit,55,130.275 +LS,89717790010661,gompit,60,134.379 +LS,89717790010661,gompit,65,138.156 +LS,89717790010661,gompit,70,141.673 +LS,89717790010661,gompit,75,146.172 +LS,89717790010661,gompit,80,150.106 +LS,89717790010661,gompit,85,152.927 +LS,89717790010661,gompit,90,156.139 +LS,89717790010661,gompit,95,159.59 +LS,89717790010661,gompit,100,162.781 +LS,89845238010661,gompit,0,11.867 +LS,89845238010661,gompit,5,24.894 +LS,89845238010661,gompit,10,45.184 +LS,89845238010661,gompit,15,73.605 +LS,89845238010661,gompit,20,92.237 +LS,89845238010661,gompit,25,97.784 +LS,89845238010661,gompit,30,103.697 +LS,89845238010661,gompit,35,108.305 +LS,89845238010661,gompit,40,114.813 +LS,89845238010661,gompit,45,120.031 +LS,89845238010661,gompit,50,125.444 +LS,89845238010661,gompit,55,130.493 +LS,89845238010661,gompit,60,136.048 +LS,89845238010661,gompit,65,141.189 +LS,89845238010661,gompit,70,145.86 +LS,89845238010661,gompit,75,150.256 +LS,89845238010661,gompit,80,153.665 +LS,89845238010661,gompit,85,156.456 +LS,89845238010661,gompit,90,159.818 +LS,89845238010661,gompit,95,162.973 +LS,89845238010661,gompit,100,166.661 +LS,89850779010661,gompit,0,36.883 +LS,89850779010661,gompit,5,50.473 +LS,89850779010661,gompit,10,67.703 +LS,89850779010661,gompit,15,79.412 +LS,89850779010661,gompit,20,86.365 +LS,89850779010661,gompit,25,93.583 +LS,89850779010661,gompit,30,100.043 +LS,89850779010661,gompit,35,106.625 +LS,89850779010661,gompit,40,112.375 +LS,89850779010661,gompit,45,117.806 +LS,89850779010661,gompit,50,124.389 +LS,89850779010661,gompit,55,129.753 +LS,89850779010661,gompit,60,135.802 +LS,89850779010661,gompit,65,140.791 +LS,89850779010661,gompit,70,145.16 +LS,89850779010661,gompit,75,149.965 +LS,89850779010661,gompit,80,154.937 +LS,89850779010661,gompit,85,159.457 +LS,89850779010661,gompit,90,163.486 +LS,89850779010661,gompit,95,167.664 +LS,89850779010661,gompit,100,171.339 +LS,55281315010661,gompit,0,33.14 +LS,55281315010661,gompit,5,52.746 +LS,55281315010661,gompit,10,64.34 +LS,55281315010661,gompit,15,72.576 +LS,55281315010661,gompit,20,76.658 +LS,55281315010661,gompit,25,79.42 +LS,55281315010661,gompit,30,82.445 +LS,55281315010661,gompit,35,86.436 +LS,55281315010661,gompit,40,89.639 +LS,55281315010661,gompit,45,90.446 +LS,55281315010661,gompit,50,93.38 +LS,55281315010661,gompit,55,95.227 +LS,55281315010661,gompit,60,100.297 +LS,55281315010661,gompit,65,103.033 +LS,55281315010661,gompit,70,103.873 +LS,55281315010661,gompit,75,104.409 +LS,55281315010661,gompit,80,106.712 +LS,55281315010661,gompit,85,109.549 +LS,55281315010661,gompit,90,111.635 +LS,55281315010661,gompit,95,115.635 +LS,55281315010661,gompit,100,120.229 +LS,55282766010661,gompit,0,0.0 +LS,54805290010661,gompit,0,0.0 +LS,54801311010661,gompit,0,0.0 +LS,54677960010661,gompit,0,32.039 +LS,54677960010661,gompit,5,54.442 +LS,54677960010661,gompit,10,73.579 +LS,54677960010661,gompit,15,79.943 +LS,54677960010661,gompit,20,84.191 +LS,54677960010661,gompit,25,87.041 +LS,54677960010661,gompit,30,89.424 +LS,54677960010661,gompit,35,91.415 +LS,54677960010661,gompit,40,96.402 +LS,54677960010661,gompit,45,102.421 +LS,54677960010661,gompit,50,105.583 +LS,54677960010661,gompit,55,112.034 +LS,54677960010661,gompit,60,117.232 +LS,54677960010661,gompit,65,123.832 +LS,54677960010661,gompit,70,132.659 +LS,54677960010661,gompit,75,138.433 +LS,54677960010661,gompit,80,146.179 +LS,54677960010661,gompit,85,150.998 +LS,54677960010661,gompit,90,154.029 +LS,54677960010661,gompit,95,157.06 +LS,54677960010661,gompit,100,160.651 +LS,54684551010661,gompit,0,31.639 +LS,54684551010661,gompit,5,41.993 +LS,54684551010661,gompit,10,49.539 +LS,54684551010661,gompit,15,59.456 +LS,54684551010661,gompit,20,66.928 +LS,54684551010661,gompit,25,74.731 +LS,54684551010661,gompit,30,80.506 +LS,54684551010661,gompit,35,82.789 +LS,54684551010661,gompit,40,86.328 +LS,54684551010661,gompit,45,88.867 +LS,54684551010661,gompit,50,92.806 +LS,54684551010661,gompit,55,97.25 +LS,54684551010661,gompit,60,100.929 +LS,54684551010661,gompit,65,106.008 +LS,54684551010661,gompit,70,109.105 +LS,54684551010661,gompit,75,111.348 +LS,54684551010661,gompit,80,112.999 +LS,54684551010661,gompit,85,114.424 +LS,54684551010661,gompit,90,116.007 +LS,54684551010661,gompit,95,118.401 +LS,54684551010661,gompit,100,118.831 +LS,54685890010661,gompit,0,28.435 +LS,54685890010661,gompit,5,48.505 +LS,54685890010661,gompit,10,59.295 +LS,54685890010661,gompit,15,61.846 +LS,54685890010661,gompit,20,61.514 +LS,54685890010661,gompit,25,60.02 +LS,54685890010661,gompit,30,58.235 +LS,54685890010661,gompit,35,57.111 +LS,54685890010661,gompit,40,56.169 +LS,54685890010661,gompit,45,55.511 +LS,54685890010661,gompit,50,53.932 +LS,54685890010661,gompit,55,52.502 +LS,54685890010661,gompit,60,51.894 +LS,54685890010661,gompit,65,50.912 +LS,54685890010661,gompit,70,50.482 +LS,54685890010661,gompit,75,49.427 +LS,54685890010661,gompit,80,49.001 +LS,54685890010661,gompit,85,47.857 +LS,54685890010661,gompit,90,46.384 +LS,54685890010661,gompit,95,45.057 +LS,54685890010661,gompit,100,43.67 +LS,54686747010661,gompit,0,48.343 +LS,54686747010661,gompit,5,82.137 +LS,54686747010661,gompit,10,96.935 +LS,54686747010661,gompit,15,98.6 +LS,54686747010661,gompit,20,100.453 +LS,54686747010661,gompit,25,102.321 +LS,54686747010661,gompit,30,104.746 +LS,54686747010661,gompit,35,109.572 +LS,54686747010661,gompit,40,110.561 +LS,54686747010661,gompit,45,115.628 +LS,54686747010661,gompit,50,119.156 +LS,54686747010661,gompit,55,125.815 +LS,54686747010661,gompit,60,131.962 +LS,54686747010661,gompit,65,140.114 +LS,54686747010661,gompit,70,146.118 +LS,54686747010661,gompit,75,150.308 +LS,54686747010661,gompit,80,154.559 +LS,54686747010661,gompit,85,157.445 +LS,54686747010661,gompit,90,160.534 +LS,54686747010661,gompit,95,163.209 +LS,54686747010661,gompit,100,166.238 +LS,54749806010661,gompit,0,13.012 +LS,54749806010661,gompit,5,35.939 +LS,54749806010661,gompit,10,65.413 +LS,54749806010661,gompit,15,73.172 +LS,54749806010661,gompit,20,78.319 +LS,54749806010661,gompit,25,80.052 +LS,54749806010661,gompit,30,81.462 +LS,54749806010661,gompit,35,83.907 +LS,54749806010661,gompit,40,84.777 +LS,54749806010661,gompit,45,84.264 +LS,54749806010661,gompit,50,84.167 +LS,54749806010661,gompit,55,83.552 +LS,54749806010661,gompit,60,83.542 +LS,54749806010661,gompit,65,83.967 +LS,54749806010661,gompit,70,83.78 +LS,54749806010661,gompit,75,83.347 +LS,54749806010661,gompit,80,83.313 +LS,54749806010661,gompit,85,83.162 +LS,54749806010661,gompit,90,82.735 +LS,54749806010661,gompit,95,81.343 +LS,54749806010661,gompit,100,80.292 +LS,54751308010661,gompit,0,37.746 +LS,54751308010661,gompit,5,63.839 +LS,54751308010661,gompit,10,82.206 +LS,54751308010661,gompit,15,91.867 +LS,54751308010661,gompit,20,99.074 +LS,54751308010661,gompit,25,104.72 +LS,54751308010661,gompit,30,109.745 +LS,54751308010661,gompit,35,115.752 +LS,54751308010661,gompit,40,120.819 +LS,54751308010661,gompit,45,123.848 +LS,54751308010661,gompit,50,126.983 +LS,54751308010661,gompit,55,131.539 +LS,54751308010661,gompit,60,136.8 +LS,54751308010661,gompit,65,141.703 +LS,54751308010661,gompit,70,144.263 +LS,54751308010661,gompit,75,147.648 +LS,54751308010661,gompit,80,150.563 +LS,54751308010661,gompit,85,155.01 +LS,54751308010661,gompit,90,158.065 +LS,54751308010661,gompit,95,159.955 +LS,54751308010661,gompit,100,162.366 +LS,54752420010661,gompit,0,24.237 +LS,54752420010661,gompit,5,41.136 +LS,54752420010661,gompit,10,51.374 +LS,54752420010661,gompit,15,59.79 +LS,54752420010661,gompit,20,65.039 +LS,54752420010661,gompit,25,68.432 +LS,54752420010661,gompit,30,71.104 +LS,54752420010661,gompit,35,72.189 +LS,54752420010661,gompit,40,73.546 +LS,54752420010661,gompit,45,75.51 +LS,54752420010661,gompit,50,76.473 +LS,54752420010661,gompit,55,76.889 +LS,54752420010661,gompit,60,77.816 +LS,54752420010661,gompit,65,79.851 +LS,54752420010661,gompit,70,81.256 +LS,54752420010661,gompit,75,81.886 +LS,54752420010661,gompit,80,81.817 +LS,54752420010661,gompit,85,80.221 +LS,54752420010661,gompit,90,78.257 +LS,54752420010661,gompit,95,76.085 +LS,54752420010661,gompit,100,75.068 +LS,54937460010661,gompit,0,9.947 +LS,54937460010661,gompit,5,22.137 +LS,54937460010661,gompit,10,32.707 +LS,54937460010661,gompit,15,41.03 +LS,54937460010661,gompit,20,47.3 +LS,54937460010661,gompit,25,50.558 +LS,54937460010661,gompit,30,51.85 +LS,54937460010661,gompit,35,51.997 +LS,54937460010661,gompit,40,51.616 +LS,54937460010661,gompit,45,51.014 +LS,54937460010661,gompit,50,49.856 +LS,54937460010661,gompit,55,49.842 +LS,54937460010661,gompit,60,47.909 +LS,54937460010661,gompit,65,45.698 +LS,54937460010661,gompit,70,44.649 +LS,54937460010661,gompit,75,42.401 +LS,54937460010661,gompit,80,40.912 +LS,54937460010661,gompit,85,39.732 +LS,54937460010661,gompit,90,37.815 +LS,54937460010661,gompit,95,35.822 +LS,54937460010661,gompit,100,34.016 +LS,55359254010661,gompit,0,14.501 +LS,55359254010661,gompit,5,14.627 +LS,55359254010661,gompit,10,13.029 +LS,55359254010661,gompit,15,11.511 +LS,55359254010661,gompit,20,10.275 +LS,55359254010661,gompit,25,9.134 +LS,55359254010661,gompit,30,8.056 +LS,55359254010661,gompit,35,7.31 +LS,55359254010661,gompit,40,6.318 +LS,55359254010661,gompit,45,5.475 +LS,55359254010661,gompit,50,4.731 +LS,55359254010661,gompit,55,4.091 +LS,55359254010661,gompit,60,3.733 +LS,55359254010661,gompit,65,3.287 +LS,55359254010661,gompit,70,2.864 +LS,55359254010661,gompit,75,2.546 +LS,55359254010661,gompit,80,2.228 +LS,55359254010661,gompit,85,1.922 +LS,55359254010661,gompit,90,1.654 +LS,55359254010661,gompit,95,1.442 +LS,55359254010661,gompit,100,1.25 +LS,55361078010661,gompit,0,0.418 +LS,55361078010661,gompit,5,1.669 +LS,55361078010661,gompit,10,4.534 +LS,55361078010661,gompit,15,9.827 +LS,55361078010661,gompit,20,17.793 +LS,55361078010661,gompit,25,21.589 +LS,55361078010661,gompit,30,27.596 +LS,55361078010661,gompit,35,33.789 +LS,55361078010661,gompit,40,35.808 +LS,55361078010661,gompit,45,39.026 +LS,55361078010661,gompit,50,44.31 +LS,55361078010661,gompit,55,53.269 +LS,55361078010661,gompit,60,60.842 +LS,55361078010661,gompit,65,67.321 +LS,55361078010661,gompit,70,70.24 +LS,55361078010661,gompit,75,72.927 +LS,55361078010661,gompit,80,75.298 +LS,55361078010661,gompit,85,79.173 +LS,55361078010661,gompit,90,82.837 +LS,55361078010661,gompit,95,84.863 +LS,55361078010661,gompit,100,86.163 +LS,55366404010661,gompit,0,14.996 +LS,55366404010661,gompit,5,27.823 +LS,55366404010661,gompit,10,38.111 +LS,55366404010661,gompit,15,47.439 +LS,55366404010661,gompit,20,55.306 +LS,55366404010661,gompit,25,59.78 +LS,55366404010661,gompit,30,66.749 +LS,55366404010661,gompit,35,72.622 +LS,55366404010661,gompit,40,76.998 +LS,55366404010661,gompit,45,85.456 +LS,55366404010661,gompit,50,92.462 +LS,55366404010661,gompit,55,96.381 +LS,55366404010661,gompit,60,103.386 +LS,55366404010661,gompit,65,111.471 +LS,55366404010661,gompit,70,119.515 +LS,55366404010661,gompit,75,124.618 +LS,55366404010661,gompit,80,129.943 +LS,55366404010661,gompit,85,136.156 +LS,55366404010661,gompit,90,138.507 +LS,55366404010661,gompit,95,140.828 +LS,55366404010661,gompit,100,142.742 +LS,55370706010661,gompit,0,46.196 +LS,55370706010661,gompit,5,79.9 +LS,55370706010661,gompit,10,110.921 +LS,55370706010661,gompit,15,148.055 +LS,55370706010661,gompit,20,181.244 +LS,55370706010661,gompit,25,195.201 +LS,55370706010661,gompit,30,207.278 +LS,55370706010661,gompit,35,216.913 +LS,55370706010661,gompit,40,223.976 +LS,55370706010661,gompit,45,230.334 +LS,55370706010661,gompit,50,235.072 +LS,55370706010661,gompit,55,239.33 +LS,55370706010661,gompit,60,243.602 +LS,55370706010661,gompit,65,246.044 +LS,55370706010661,gompit,70,249.813 +LS,55370706010661,gompit,75,252.217 +LS,55370706010661,gompit,80,254.716 +LS,55370706010661,gompit,85,257.634 +LS,55370706010661,gompit,90,260.457 +LS,55370706010661,gompit,95,262.007 +LS,55370706010661,gompit,100,263.673 +LS,55380192010661,gompit,0,38.105 +LS,55380192010661,gompit,5,67.662 +LS,55380192010661,gompit,10,96.274 +LS,55380192010661,gompit,15,114.498 +LS,55380192010661,gompit,20,125.485 +LS,55380192010661,gompit,25,128.536 +LS,55380192010661,gompit,30,130.109 +LS,55380192010661,gompit,35,133.559 +LS,55380192010661,gompit,40,135.852 +LS,55380192010661,gompit,45,135.006 +LS,55380192010661,gompit,50,134.626 +LS,55380192010661,gompit,55,135.081 +LS,55380192010661,gompit,60,134.61 +LS,55380192010661,gompit,65,135.745 +LS,55380192010661,gompit,70,132.476 +LS,55380192010661,gompit,75,131.381 +LS,55380192010661,gompit,80,130.739 +LS,55380192010661,gompit,85,128.806 +LS,55380192010661,gompit,90,127.954 +LS,55380192010661,gompit,95,127.25 +LS,55380192010661,gompit,100,125.013 +LS,55371127010661,gompit,0,0.0 +LS,55383161010661,gompit,0,15.359 +LS,55383161010661,gompit,5,34.51 +LS,55383161010661,gompit,10,59.785 +LS,55383161010661,gompit,15,80.859 +LS,55383161010661,gompit,20,88.018 +LS,55383161010661,gompit,25,95.516 +LS,55383161010661,gompit,30,102.408 +LS,55383161010661,gompit,35,108.781 +LS,55383161010661,gompit,40,114.842 +LS,55383161010661,gompit,45,119.455 +LS,55383161010661,gompit,50,124.188 +LS,55383161010661,gompit,55,127.771 +LS,55383161010661,gompit,60,131.723 +LS,55383161010661,gompit,65,133.832 +LS,55383161010661,gompit,70,136.151 +LS,55383161010661,gompit,75,138.866 +LS,55383161010661,gompit,80,140.8 +LS,55383161010661,gompit,85,143.539 +LS,55383161010661,gompit,90,145.37 +LS,55383161010661,gompit,95,147.357 +LS,55383161010661,gompit,100,148.752 +LS,55389954010661,gompit,0,4.638 +LS,55389954010661,gompit,5,11.809 +LS,55389954010661,gompit,10,24.335 +LS,55389954010661,gompit,15,41.711 +LS,55389954010661,gompit,20,60.057 +LS,55389954010661,gompit,25,77.358 +LS,55389954010661,gompit,30,122.959 +LS,55389954010661,gompit,35,157.888 +LS,55389954010661,gompit,40,164.341 +LS,55389954010661,gompit,45,172.552 +LS,55389954010661,gompit,50,179.513 +LS,55389954010661,gompit,55,185.385 +LS,55389954010661,gompit,60,192.991 +LS,55389954010661,gompit,65,201.859 +LS,55389954010661,gompit,70,208.376 +LS,55389954010661,gompit,75,212.848 +LS,55389954010661,gompit,80,216.873 +LS,55389954010661,gompit,85,221.947 +LS,55389954010661,gompit,90,225.813 +LS,55389954010661,gompit,95,230.175 +LS,55389954010661,gompit,100,234.732 +LS,55322689010661,gompit,0,35.957 +LS,55322689010661,gompit,5,63.659 +LS,55322689010661,gompit,10,84.0 +LS,55322689010661,gompit,15,88.847 +LS,55322689010661,gompit,20,95.272 +LS,55322689010661,gompit,25,100.082 +LS,55322689010661,gompit,30,105.101 +LS,55322689010661,gompit,35,110.79 +LS,55322689010661,gompit,40,116.12 +LS,55322689010661,gompit,45,121.856 +LS,55322689010661,gompit,50,127.546 +LS,55322689010661,gompit,55,132.821 +LS,55322689010661,gompit,60,137.005 +LS,55322689010661,gompit,65,140.816 +LS,55322689010661,gompit,70,144.828 +LS,55322689010661,gompit,75,149.433 +LS,55322689010661,gompit,80,153.898 +LS,55322689010661,gompit,85,157.843 +LS,55322689010661,gompit,90,160.539 +LS,55322689010661,gompit,95,164.356 +LS,55322689010661,gompit,100,168.573 +LS,55326340010661,gompit,0,13.855 +LS,55326340010661,gompit,5,39.557 +LS,55326340010661,gompit,10,70.675 +LS,55326340010661,gompit,15,80.742 +LS,55326340010661,gompit,20,89.871 +LS,55326340010661,gompit,25,99.553 +LS,55326340010661,gompit,30,106.812 +LS,55326340010661,gompit,35,114.515 +LS,55326340010661,gompit,40,122.203 +LS,55326340010661,gompit,45,127.908 +LS,55326340010661,gompit,50,133.18 +LS,55326340010661,gompit,55,134.655 +LS,55326340010661,gompit,60,136.463 +LS,55326340010661,gompit,65,134.253 +LS,55326340010661,gompit,70,129.32 +LS,55326340010661,gompit,75,123.319 +LS,55326340010661,gompit,80,119.129 +LS,55326340010661,gompit,85,114.863 +LS,55326340010661,gompit,90,109.957 +LS,55326340010661,gompit,95,106.26 +LS,55326340010661,gompit,100,102.309 +LS,55331515010661,gompit,0,8.399 +LS,55331515010661,gompit,5,15.454 +LS,55331515010661,gompit,10,21.512 +LS,55331515010661,gompit,15,26.35 +LS,55331515010661,gompit,20,28.914 +LS,55331515010661,gompit,25,30.253 +LS,55331515010661,gompit,30,33.244 +LS,55331515010661,gompit,35,35.821 +LS,55331515010661,gompit,40,38.277 +LS,55331515010661,gompit,45,38.44 +LS,55331515010661,gompit,50,38.926 +LS,55331515010661,gompit,55,38.819 +LS,55331515010661,gompit,60,40.965 +LS,55331515010661,gompit,65,43.182 +LS,55331515010661,gompit,70,43.968 +LS,55331515010661,gompit,75,43.616 +LS,55331515010661,gompit,80,44.04 +LS,55331515010661,gompit,85,43.949 +LS,55331515010661,gompit,90,43.045 +LS,55331515010661,gompit,95,40.997 +LS,55331515010661,gompit,100,38.956 +LS,55332461010661,gompit,0,0.0 +LS,55349100010661,gompit,0,42.251 +LS,55349100010661,gompit,5,54.094 +LS,55349100010661,gompit,10,64.626 +LS,55349100010661,gompit,15,74.779 +LS,55349100010661,gompit,20,83.606 +LS,55349100010661,gompit,25,86.72 +LS,55349100010661,gompit,30,88.958 +LS,55349100010661,gompit,35,91.116 +LS,55349100010661,gompit,40,93.144 +LS,55349100010661,gompit,45,95.178 +LS,55349100010661,gompit,50,96.997 +LS,55349100010661,gompit,55,98.696 +LS,55349100010661,gompit,60,100.049 +LS,55349100010661,gompit,65,101.275 +LS,55349100010661,gompit,70,102.573 +LS,55349100010661,gompit,75,103.839 +LS,55349100010661,gompit,80,105.032 +LS,55349100010661,gompit,85,106.142 +LS,55349100010661,gompit,90,107.133 +LS,55349100010661,gompit,95,108.068 +LS,55349100010661,gompit,100,108.98 +LS,62277358010661,gompit,0,21.173 +LS,62277358010661,gompit,5,35.442 +LS,62277358010661,gompit,10,50.717 +LS,62277358010661,gompit,15,61.56 +LS,62277358010661,gompit,20,69.364 +LS,62277358010661,gompit,25,77.438 +LS,62277358010661,gompit,30,91.237 +LS,62277358010661,gompit,35,103.894 +LS,62277358010661,gompit,40,113.251 +LS,62277358010661,gompit,45,118.858 +LS,62277358010661,gompit,50,123.934 +LS,62277358010661,gompit,55,126.83 +LS,62277358010661,gompit,60,130.716 +LS,62277358010661,gompit,65,135.098 +LS,62277358010661,gompit,70,139.228 +LS,62277358010661,gompit,75,142.405 +LS,62277358010661,gompit,80,145.393 +LS,62277358010661,gompit,85,148.755 +LS,62277358010661,gompit,90,152.328 +LS,62277358010661,gompit,95,156.107 +LS,62277358010661,gompit,100,159.682 +LS,62219704010661,gompit,0,0.0 +LS,62222588010661,gompit,0,6.499 +LS,62222588010661,gompit,5,12.164 +LS,62222588010661,gompit,10,18.535 +LS,62222588010661,gompit,15,26.075 +LS,62222588010661,gompit,20,34.358 +LS,62222588010661,gompit,25,41.404 +LS,62222588010661,gompit,30,49.952 +LS,62222588010661,gompit,35,57.719 +LS,62222588010661,gompit,40,70.071 +LS,62222588010661,gompit,45,79.362 +LS,62222588010661,gompit,50,92.881 +LS,62222588010661,gompit,55,103.278 +LS,62222588010661,gompit,60,110.758 +LS,62222588010661,gompit,65,121.075 +LS,62222588010661,gompit,70,136.135 +LS,62222588010661,gompit,75,144.172 +LS,62222588010661,gompit,80,147.306 +LS,62222588010661,gompit,85,152.046 +LS,62222588010661,gompit,90,155.463 +LS,62222588010661,gompit,95,159.522 +LS,62222588010661,gompit,100,163.43 +LS,54597490010661,gompit,0,81.3 +LS,54597490010661,gompit,5,102.098 +LS,54597490010661,gompit,10,110.099 +LS,54597490010661,gompit,15,115.497 +LS,54597490010661,gompit,20,117.41 +LS,54597490010661,gompit,25,117.032 +LS,54597490010661,gompit,30,117.824 +LS,54597490010661,gompit,35,118.865 +LS,54597490010661,gompit,40,120.612 +LS,54597490010661,gompit,45,122.826 +LS,54597490010661,gompit,50,121.734 +LS,54597490010661,gompit,55,120.206 +LS,54597490010661,gompit,60,119.861 +LS,54597490010661,gompit,65,119.784 +LS,54597490010661,gompit,70,119.841 +LS,54597490010661,gompit,75,122.312 +LS,54597490010661,gompit,80,121.82 +LS,54597490010661,gompit,85,121.96 +LS,54597490010661,gompit,90,123.294 +LS,54597490010661,gompit,95,121.801 +LS,54597490010661,gompit,100,123.605 +LS,54597960010661,gompit,0,24.774 +LS,54597960010661,gompit,5,48.187 +LS,54597960010661,gompit,10,71.442 +LS,54597960010661,gompit,15,83.588 +LS,54597960010661,gompit,20,87.945 +LS,54597960010661,gompit,25,85.296 +LS,54597960010661,gompit,30,82.794 +LS,54597960010661,gompit,35,79.678 +LS,54597960010661,gompit,40,76.533 +LS,54597960010661,gompit,45,73.611 +LS,54597960010661,gompit,50,72.238 +LS,54597960010661,gompit,55,70.799 +LS,54597960010661,gompit,60,69.419 +LS,54597960010661,gompit,65,67.607 +LS,54597960010661,gompit,70,66.474 +LS,54597960010661,gompit,75,64.809 +LS,54597960010661,gompit,80,63.546 +LS,54597960010661,gompit,85,62.582 +LS,54597960010661,gompit,90,62.524 +LS,54597960010661,gompit,95,61.332 +LS,54597960010661,gompit,100,61.738 +LS,54598861010661,gompit,0,13.714 +LS,54598861010661,gompit,5,23.545 +LS,54598861010661,gompit,10,34.755 +LS,54598861010661,gompit,15,45.176 +LS,54598861010661,gompit,20,50.345 +LS,54598861010661,gompit,25,53.961 +LS,54598861010661,gompit,30,54.375 +LS,54598861010661,gompit,35,55.781 +LS,54598861010661,gompit,40,58.452 +LS,54598861010661,gompit,45,59.156 +LS,54598861010661,gompit,50,59.114 +LS,54598861010661,gompit,55,60.906 +LS,54598861010661,gompit,60,62.956 +LS,54598861010661,gompit,65,63.835 +LS,54598861010661,gompit,70,66.297 +LS,54598861010661,gompit,75,65.685 +LS,54598861010661,gompit,80,65.698 +LS,54598861010661,gompit,85,66.087 +LS,54598861010661,gompit,90,65.858 +LS,54598861010661,gompit,95,66.458 +LS,54598861010661,gompit,100,67.107 +LS,54599046010661,gompit,0,60.694 +LS,54599046010661,gompit,5,95.848 +LS,54599046010661,gompit,10,121.129 +LS,54599046010661,gompit,15,133.995 +LS,54599046010661,gompit,20,135.783 +LS,54599046010661,gompit,25,130.49 +LS,54599046010661,gompit,30,121.837 +LS,54599046010661,gompit,35,112.931 +LS,54599046010661,gompit,40,104.063 +LS,54599046010661,gompit,45,97.583 +LS,54599046010661,gompit,50,91.205 +LS,54599046010661,gompit,55,86.066 +LS,54599046010661,gompit,60,81.313 +LS,54599046010661,gompit,65,77.27 +LS,54599046010661,gompit,70,73.349 +LS,54599046010661,gompit,75,70.248 +LS,54599046010661,gompit,80,67.638 +LS,54599046010661,gompit,85,65.202 +LS,54599046010661,gompit,90,62.949 +LS,54599046010661,gompit,95,60.753 +LS,54599046010661,gompit,100,58.769 +LS,54599327010661,gompit,0,0.0 +LS,54600098010661,gompit,0,4.623 +LS,54600098010661,gompit,5,14.477 +LS,54600098010661,gompit,10,28.499 +LS,54600098010661,gompit,15,42.793 +LS,54600098010661,gompit,20,53.879 +LS,54600098010661,gompit,25,63.958 +LS,54600098010661,gompit,30,73.593 +LS,54600098010661,gompit,35,82.508 +LS,54600098010661,gompit,40,92.093 +LS,54600098010661,gompit,45,99.209 +LS,54600098010661,gompit,50,104.773 +LS,54600098010661,gompit,55,107.3 +LS,54600098010661,gompit,60,110.872 +LS,54600098010661,gompit,65,116.247 +LS,54600098010661,gompit,70,124.245 +LS,54600098010661,gompit,75,133.925 +LS,54600098010661,gompit,80,141.395 +LS,54600098010661,gompit,85,151.457 +LS,54600098010661,gompit,90,155.72 +LS,54600098010661,gompit,95,159.015 +LS,54600098010661,gompit,100,162.873 +LS,54600254010661,gompit,0,22.056 +LS,54600254010661,gompit,5,23.605 +LS,54600254010661,gompit,10,24.791 +LS,54600254010661,gompit,15,26.711 +LS,54600254010661,gompit,20,27.797 +LS,54600254010661,gompit,25,28.468 +LS,54600254010661,gompit,30,29.836 +LS,54600254010661,gompit,35,30.202 +LS,54600254010661,gompit,40,31.733 +LS,54600254010661,gompit,45,32.522 +LS,54600254010661,gompit,50,31.744 +LS,54600254010661,gompit,55,31.843 +LS,54600254010661,gompit,60,30.737 +LS,54600254010661,gompit,65,31.18 +LS,54600254010661,gompit,70,30.736 +LS,54600254010661,gompit,75,31.061 +LS,54600254010661,gompit,80,29.98 +LS,54600254010661,gompit,85,29.657 +LS,54600254010661,gompit,90,29.243 +LS,54600254010661,gompit,95,28.204 +LS,54600254010661,gompit,100,27.299 +LS,54593151010661,gompit,0,0.854 +LS,54593151010661,gompit,5,2.624 +LS,54593151010661,gompit,10,5.842 +LS,54593151010661,gompit,15,11.315 +LS,54593151010661,gompit,20,17.795 +LS,54593151010661,gompit,25,24.993 +LS,54593151010661,gompit,30,29.639 +LS,54593151010661,gompit,35,32.913 +LS,54593151010661,gompit,40,37.388 +LS,54593151010661,gompit,45,40.28 +LS,54593151010661,gompit,50,43.754 +LS,54593151010661,gompit,55,47.434 +LS,54593151010661,gompit,60,52.264 +LS,54593151010661,gompit,65,55.191 +LS,54593151010661,gompit,70,62.08 +LS,54593151010661,gompit,75,68.969 +LS,54593151010661,gompit,80,73.132 +LS,54593151010661,gompit,85,79.044 +LS,54593151010661,gompit,90,82.371 +LS,54593151010661,gompit,95,85.587 +LS,54593151010661,gompit,100,90.527 +LS,55418031010661,gompit,0,124.469 +LS,55418031010661,gompit,5,139.961 +LS,55418031010661,gompit,10,151.869 +LS,55418031010661,gompit,15,163.228 +LS,55418031010661,gompit,20,170.273 +LS,55418031010661,gompit,25,171.555 +LS,55418031010661,gompit,30,173.82 +LS,55418031010661,gompit,35,174.947 +LS,55418031010661,gompit,40,175.134 +LS,55418031010661,gompit,45,174.906 +LS,55418031010661,gompit,50,175.028 +LS,55418031010661,gompit,55,175.685 +LS,55418031010661,gompit,60,177.467 +LS,55418031010661,gompit,65,178.461 +LS,55418031010661,gompit,70,179.861 +LS,55418031010661,gompit,75,184.512 +LS,55418031010661,gompit,80,188.74 +LS,55418031010661,gompit,85,193.309 +LS,55418031010661,gompit,90,202.088 +LS,55418031010661,gompit,95,205.449 +LS,55418031010661,gompit,100,207.324 +LS,55168967010661,gompit,0,0.714 +LS,55168967010661,gompit,5,2.983 +LS,55168967010661,gompit,10,6.565 +LS,55168967010661,gompit,15,10.509 +LS,55168967010661,gompit,20,12.931 +LS,55168967010661,gompit,25,16.104 +LS,55168967010661,gompit,30,17.31 +LS,55168967010661,gompit,35,18.31 +LS,55168967010661,gompit,40,18.221 +LS,55168967010661,gompit,45,19.18 +LS,55168967010661,gompit,50,18.751 +LS,55168967010661,gompit,55,18.811 +LS,55168967010661,gompit,60,19.315 +LS,55168967010661,gompit,65,18.501 +LS,55168967010661,gompit,70,17.799 +LS,55168967010661,gompit,75,17.788 +LS,55168967010661,gompit,80,17.591 +LS,55168967010661,gompit,85,17.561 +LS,55168967010661,gompit,90,17.294 +LS,55168967010661,gompit,95,17.416 +LS,55168967010661,gompit,100,16.446 +LS,55182159010661,gompit,0,74.405 +LS,55182159010661,gompit,5,90.256 +LS,55182159010661,gompit,10,101.451 +LS,55182159010661,gompit,15,103.989 +LS,55182159010661,gompit,20,105.176 +LS,55182159010661,gompit,25,103.85 +LS,55182159010661,gompit,30,102.105 +LS,55182159010661,gompit,35,101.936 +LS,55182159010661,gompit,40,103.248 +LS,55182159010661,gompit,45,101.28 +LS,55182159010661,gompit,50,97.7 +LS,55182159010661,gompit,55,98.339 +LS,55182159010661,gompit,60,97.469 +LS,55182159010661,gompit,65,95.264 +LS,55182159010661,gompit,70,95.041 +LS,55182159010661,gompit,75,93.526 +LS,55182159010661,gompit,80,89.552 +LS,55182159010661,gompit,85,85.199 +LS,55182159010661,gompit,90,80.976 +LS,55182159010661,gompit,95,75.805 +LS,55182159010661,gompit,100,71.246 +LS,55183184010661,gompit,0,9.485 +LS,55183184010661,gompit,5,20.361 +LS,55183184010661,gompit,10,36.607 +LS,55183184010661,gompit,15,50.342 +LS,55183184010661,gompit,20,62.145 +LS,55183184010661,gompit,25,77.981 +LS,55183184010661,gompit,30,91.41 +LS,55183184010661,gompit,35,100.898 +LS,55183184010661,gompit,40,113.23 +LS,55183184010661,gompit,45,121.703 +LS,55183184010661,gompit,50,134.16 +LS,55183184010661,gompit,55,137.48 +LS,55183184010661,gompit,60,141.316 +LS,55183184010661,gompit,65,143.842 +LS,55183184010661,gompit,70,147.026 +LS,55183184010661,gompit,75,151.103 +LS,55183184010661,gompit,80,154.468 +LS,55183184010661,gompit,85,157.361 +LS,55183184010661,gompit,90,159.364 +LS,55183184010661,gompit,95,162.326 +LS,55183184010661,gompit,100,166.089 +LS,55184288010661,gompit,0,15.387 +LS,55184288010661,gompit,5,59.165 +LS,55184288010661,gompit,10,116.673 +LS,55184288010661,gompit,15,135.758 +LS,55184288010661,gompit,20,153.498 +LS,55184288010661,gompit,25,171.338 +LS,55184288010661,gompit,30,184.794 +LS,55184288010661,gompit,35,200.43 +LS,55184288010661,gompit,40,209.024 +LS,55184288010661,gompit,45,216.245 +LS,55184288010661,gompit,50,223.975 +LS,55184288010661,gompit,55,229.97 +LS,55184288010661,gompit,60,234.008 +LS,55184288010661,gompit,65,239.0 +LS,55184288010661,gompit,70,242.233 +LS,55184288010661,gompit,75,245.797 +LS,55184288010661,gompit,80,248.66 +LS,55184288010661,gompit,85,252.059 +LS,55184288010661,gompit,90,254.653 +LS,55184288010661,gompit,95,257.573 +LS,55184288010661,gompit,100,260.45 +LS,55175110010661,gompit,0,15.431 +LS,55175110010661,gompit,5,32.609 +LS,55175110010661,gompit,10,48.601 +LS,55175110010661,gompit,15,62.385 +LS,55175110010661,gompit,20,73.425 +LS,55175110010661,gompit,25,76.711 +LS,55175110010661,gompit,30,77.563 +LS,55175110010661,gompit,35,78.233 +LS,55175110010661,gompit,40,76.48 +LS,55175110010661,gompit,45,75.413 +LS,55175110010661,gompit,50,74.1 +LS,55175110010661,gompit,55,71.447 +LS,55175110010661,gompit,60,68.121 +LS,55175110010661,gompit,65,65.137 +LS,55175110010661,gompit,70,62.211 +LS,55175110010661,gompit,75,59.49 +LS,55175110010661,gompit,80,57.024 +LS,55175110010661,gompit,85,54.409 +LS,55175110010661,gompit,90,52.415 +LS,55175110010661,gompit,95,49.668 +LS,55175110010661,gompit,100,46.154 +LS,55175812010661,gompit,0,1.183 +LS,55175812010661,gompit,5,3.232 +LS,55175812010661,gompit,10,6.429 +LS,55175812010661,gompit,15,11.15 +LS,55175812010661,gompit,20,16.234 +LS,55175812010661,gompit,25,22.29 +LS,55175812010661,gompit,30,28.414 +LS,55175812010661,gompit,35,36.538 +LS,55175812010661,gompit,40,41.631 +LS,55175812010661,gompit,45,48.207 +LS,55175812010661,gompit,50,56.614 +LS,55175812010661,gompit,55,62.05 +LS,55175812010661,gompit,60,68.111 +LS,55175812010661,gompit,65,75.679 +LS,55175812010661,gompit,70,83.946 +LS,55175812010661,gompit,75,89.968 +LS,55175812010661,gompit,80,95.276 +LS,55175812010661,gompit,85,104.269 +LS,55175812010661,gompit,90,113.82 +LS,55175812010661,gompit,95,121.092 +LS,55175812010661,gompit,100,126.358 +LS,55178058010661,gompit,0,73.991 +LS,55178058010661,gompit,5,98.885 +LS,55178058010661,gompit,10,122.18 +LS,55178058010661,gompit,15,144.622 +LS,55178058010661,gompit,20,164.552 +LS,55178058010661,gompit,25,176.004 +LS,55178058010661,gompit,30,181.26 +LS,55178058010661,gompit,35,185.413 +LS,55178058010661,gompit,40,186.536 +LS,55178058010661,gompit,45,186.061 +LS,55178058010661,gompit,50,186.039 +LS,55178058010661,gompit,55,188.799 +LS,55178058010661,gompit,60,190.677 +LS,55178058010661,gompit,65,192.914 +LS,55178058010661,gompit,70,196.747 +LS,55178058010661,gompit,75,198.046 +LS,55178058010661,gompit,80,199.845 +LS,55178058010661,gompit,85,201.92 +LS,55178058010661,gompit,90,203.038 +LS,55178058010661,gompit,95,204.967 +LS,55178058010661,gompit,100,207.129 +LS,55353028010661,gompit,0,0.0 +LS,54953982010661,gompit,0,113.554 +LS,54953982010661,gompit,5,141.674 +LS,54953982010661,gompit,10,165.322 +LS,54953982010661,gompit,15,184.105 +LS,54953982010661,gompit,20,193.542 +LS,54953982010661,gompit,25,199.307 +LS,54953982010661,gompit,30,197.615 +LS,54953982010661,gompit,35,195.516 +LS,54953982010661,gompit,40,195.969 +LS,54953982010661,gompit,45,196.614 +LS,54953982010661,gompit,50,194.624 +LS,54953982010661,gompit,55,191.922 +LS,54953982010661,gompit,60,190.404 +LS,54953982010661,gompit,65,190.243 +LS,54953982010661,gompit,70,190.387 +LS,54953982010661,gompit,75,188.922 +LS,54953982010661,gompit,80,187.495 +LS,54953982010661,gompit,85,186.941 +LS,54953982010661,gompit,90,183.18 +LS,54953982010661,gompit,95,181.245 +LS,54953982010661,gompit,100,180.318 +LS,54960356010661,gompit,0,55.615 +LS,54960356010661,gompit,5,80.277 +LS,54960356010661,gompit,10,103.147 +LS,54960356010661,gompit,15,123.283 +LS,54960356010661,gompit,20,130.657 +LS,54960356010661,gompit,25,136.437 +LS,54960356010661,gompit,30,140.599 +LS,54960356010661,gompit,35,144.825 +LS,54960356010661,gompit,40,148.304 +LS,54960356010661,gompit,45,150.387 +LS,54960356010661,gompit,50,153.524 +LS,54960356010661,gompit,55,155.806 +LS,54960356010661,gompit,60,157.355 +LS,54960356010661,gompit,65,160.23 +LS,54960356010661,gompit,70,160.889 +LS,54960356010661,gompit,75,162.59 +LS,54960356010661,gompit,80,162.846 +LS,54960356010661,gompit,85,161.967 +LS,54960356010661,gompit,90,161.205 +LS,54960356010661,gompit,95,160.691 +LS,54960356010661,gompit,100,160.505 +LS,54961362010661,gompit,0,13.792 +LS,54961362010661,gompit,5,22.041 +LS,54961362010661,gompit,10,33.568 +LS,54961362010661,gompit,15,48.39 +LS,54961362010661,gompit,20,58.03 +LS,54961362010661,gompit,25,64.892 +LS,54961362010661,gompit,30,71.161 +LS,54961362010661,gompit,35,78.81 +LS,54961362010661,gompit,40,87.161 +LS,54961362010661,gompit,45,95.879 +LS,54961362010661,gompit,50,101.339 +LS,54961362010661,gompit,55,108.423 +LS,54961362010661,gompit,60,113.858 +LS,54961362010661,gompit,65,124.47 +LS,54961362010661,gompit,70,133.826 +LS,54961362010661,gompit,75,139.704 +LS,54961362010661,gompit,80,146.037 +LS,54961362010661,gompit,85,148.608 +LS,54961362010661,gompit,90,153.34 +LS,54961362010661,gompit,95,161.262 +LS,54961362010661,gompit,100,168.347 +LS,102517650010661,gompit,0,0.04 +LS,102517650010661,gompit,5,0.161 +LS,102517650010661,gompit,10,0.442 +LS,102517650010661,gompit,15,0.842 +LS,102517650010661,gompit,20,0.903 +LS,102517650010661,gompit,25,0.926 +LS,102517650010661,gompit,30,0.923 +LS,102517650010661,gompit,35,0.897 +LS,102517650010661,gompit,40,0.866 +LS,102517650010661,gompit,45,0.841 +LS,102517650010661,gompit,50,0.805 +LS,102517650010661,gompit,55,0.767 +LS,102517650010661,gompit,60,0.724 +LS,102517650010661,gompit,65,0.687 +LS,102517650010661,gompit,70,0.659 +LS,102517650010661,gompit,75,0.631 +LS,102517650010661,gompit,80,0.6 +LS,102517650010661,gompit,85,0.569 +LS,102517650010661,gompit,90,0.543 +LS,102517650010661,gompit,95,0.515 +LS,102517650010661,gompit,100,0.485 +LS,102510447010661,gompit,0,0.326 +LS,102510447010661,gompit,5,0.97 +LS,102510447010661,gompit,10,1.957 +LS,102510447010661,gompit,15,2.396 +LS,102510447010661,gompit,20,2.649 +LS,102510447010661,gompit,25,2.867 +LS,102510447010661,gompit,30,3.043 +LS,102510447010661,gompit,35,3.189 +LS,102510447010661,gompit,40,3.393 +LS,102510447010661,gompit,45,3.616 +LS,102510447010661,gompit,50,3.948 +LS,102510447010661,gompit,55,4.248 +LS,102510447010661,gompit,60,4.633 +LS,102510447010661,gompit,65,5.054 +LS,102510447010661,gompit,70,5.496 +LS,102510447010661,gompit,75,6.036 +LS,102510447010661,gompit,80,6.749 +LS,102510447010661,gompit,85,7.354 +LS,102510447010661,gompit,90,8.126 +LS,102510447010661,gompit,95,8.837 +LS,102510447010661,gompit,100,9.586 +LS,102517434010661,gompit,0,0.16 +LS,102517434010661,gompit,5,0.376 +LS,102517434010661,gompit,10,0.691 +LS,102517434010661,gompit,15,0.926 +LS,102517434010661,gompit,20,1.098 +LS,102517434010661,gompit,25,1.254 +LS,102517434010661,gompit,30,1.399 +LS,102517434010661,gompit,35,1.593 +LS,102517434010661,gompit,40,1.82 +LS,102517434010661,gompit,45,2.03 +LS,102517434010661,gompit,50,2.319 +LS,102517434010661,gompit,55,2.603 +LS,102517434010661,gompit,60,2.927 +LS,102517434010661,gompit,65,3.187 +LS,102517434010661,gompit,70,3.483 +LS,102517434010661,gompit,75,3.698 +LS,102517434010661,gompit,80,3.978 +LS,102517434010661,gompit,85,4.309 +LS,102517434010661,gompit,90,4.662 +LS,102517434010661,gompit,95,5.014 +LS,102517434010661,gompit,100,5.3 +LS,102518523010661,gompit,0,0.0 +LS,102508806010661,gompit,0,0.104 +LS,102508806010661,gompit,5,0.23 +LS,102508806010661,gompit,10,0.427 +LS,102508806010661,gompit,15,0.701 +LS,102508806010661,gompit,20,0.976 +LS,102508806010661,gompit,25,1.197 +LS,102508806010661,gompit,30,1.461 +LS,102508806010661,gompit,35,1.723 +LS,102508806010661,gompit,40,2.041 +LS,102508806010661,gompit,45,2.422 +LS,102508806010661,gompit,50,2.839 +LS,102508806010661,gompit,55,3.256 +LS,102508806010661,gompit,60,3.95 +LS,102508806010661,gompit,65,4.58 +LS,102508806010661,gompit,70,5.466 +LS,102508806010661,gompit,75,6.517 +LS,102508806010661,gompit,80,7.503 +LS,102508806010661,gompit,85,8.648 +LS,102508806010661,gompit,90,10.028 +LS,102508806010661,gompit,95,11.424 +LS,102508806010661,gompit,100,13.081 +LS,102516627010661,gompit,0,0.195 +LS,102516627010661,gompit,5,0.458 +LS,102516627010661,gompit,10,0.766 +LS,102516627010661,gompit,15,1.11 +LS,102516627010661,gompit,20,1.51 +LS,102516627010661,gompit,25,2.204 +LS,102516627010661,gompit,30,3.149 +LS,102516627010661,gompit,35,4.008 +LS,102516627010661,gompit,40,5.098 +LS,102516627010661,gompit,45,6.14 +LS,102516627010661,gompit,50,7.332 +LS,102516627010661,gompit,55,8.489 +LS,102516627010661,gompit,60,9.888 +LS,102516627010661,gompit,65,11.461 +LS,102516627010661,gompit,70,12.941 +LS,102516627010661,gompit,75,14.955 +LS,102516627010661,gompit,80,16.8 +LS,102516627010661,gompit,85,18.892 +LS,102516627010661,gompit,90,20.362 +LS,102516627010661,gompit,95,22.084 +LS,102516627010661,gompit,100,24.528 +LS,102507987010661,gompit,0,0.0 +LS,102518055010661,gompit,0,0.738 +LS,102518055010661,gompit,5,1.134 +LS,102518055010661,gompit,10,1.509 +LS,102518055010661,gompit,15,1.943 +LS,102518055010661,gompit,20,2.367 +LS,102518055010661,gompit,25,2.8 +LS,102518055010661,gompit,30,3.274 +LS,102518055010661,gompit,35,3.974 +LS,102518055010661,gompit,40,5.094 +LS,102518055010661,gompit,45,6.206 +LS,102518055010661,gompit,50,7.358 +LS,102518055010661,gompit,55,8.532 +LS,102518055010661,gompit,60,9.889 +LS,102518055010661,gompit,65,11.361 +LS,102518055010661,gompit,70,12.995 +LS,102518055010661,gompit,75,14.614 +LS,102518055010661,gompit,80,16.22 +LS,102518055010661,gompit,85,17.429 +LS,102518055010661,gompit,90,18.535 +LS,102518055010661,gompit,95,19.573 +LS,102518055010661,gompit,100,20.651 +LS,102513195010661,gompit,0,0.508 +LS,102513195010661,gompit,5,0.957 +LS,102513195010661,gompit,10,1.566 +LS,102513195010661,gompit,15,2.215 +LS,102513195010661,gompit,20,2.728 +LS,102513195010661,gompit,25,3.211 +LS,102513195010661,gompit,30,3.769 +LS,102513195010661,gompit,35,4.534 +LS,102513195010661,gompit,40,5.255 +LS,102513195010661,gompit,45,6.072 +LS,102513195010661,gompit,50,6.833 +LS,102513195010661,gompit,55,7.567 +LS,102513195010661,gompit,60,8.374 +LS,102513195010661,gompit,65,9.212 +LS,102513195010661,gompit,70,10.154 +LS,102513195010661,gompit,75,11.171 +LS,102513195010661,gompit,80,12.119 +LS,102513195010661,gompit,85,13.129 +LS,102513195010661,gompit,90,14.289 +LS,102513195010661,gompit,95,15.36 +LS,102513195010661,gompit,100,16.634 +LS,102512805010661,gompit,0,0.818 +LS,102512805010661,gompit,5,1.173 +LS,102512805010661,gompit,10,1.457 +LS,102512805010661,gompit,15,1.718 +LS,102512805010661,gompit,20,2.01 +LS,102512805010661,gompit,25,2.223 +LS,102512805010661,gompit,30,2.53 +LS,102512805010661,gompit,35,2.852 +LS,102512805010661,gompit,40,3.336 +LS,102512805010661,gompit,45,3.648 +LS,102512805010661,gompit,50,3.937 +LS,102512805010661,gompit,55,4.215 +LS,102512805010661,gompit,60,4.58 +LS,102512805010661,gompit,65,4.912 +LS,102512805010661,gompit,70,5.197 +LS,102512805010661,gompit,75,5.478 +LS,102512805010661,gompit,80,5.694 +LS,102512805010661,gompit,85,5.832 +LS,102512805010661,gompit,90,5.932 +LS,102512805010661,gompit,95,5.971 +LS,102512805010661,gompit,100,6.032 +LS,102514323010661,gompit,0,1.256 +LS,102514323010661,gompit,5,3.086 +LS,102514323010661,gompit,10,5.183 +LS,102514323010661,gompit,15,6.85 +LS,102514323010661,gompit,20,7.934 +LS,102514323010661,gompit,25,8.82 +LS,102514323010661,gompit,30,9.778 +LS,102514323010661,gompit,35,10.878 +LS,102514323010661,gompit,40,11.772 +LS,102514323010661,gompit,45,12.704 +LS,102514323010661,gompit,50,13.496 +LS,102514323010661,gompit,55,14.219 +LS,102514323010661,gompit,60,14.737 +LS,102514323010661,gompit,65,15.147 +LS,102514323010661,gompit,70,15.49 +LS,102514323010661,gompit,75,15.666 +LS,102514323010661,gompit,80,15.858 +LS,102514323010661,gompit,85,15.981 +LS,102514323010661,gompit,90,16.024 +LS,102514323010661,gompit,95,15.854 +LS,102514323010661,gompit,100,15.766 +LS,102514002010661,gompit,0,0.18 +LS,102514002010661,gompit,5,0.416 +LS,102514002010661,gompit,10,0.764 +LS,102514002010661,gompit,15,1.081 +LS,102514002010661,gompit,20,1.361 +LS,102514002010661,gompit,25,1.596 +LS,102514002010661,gompit,30,1.876 +LS,102514002010661,gompit,35,2.132 +LS,102514002010661,gompit,40,2.387 +LS,102514002010661,gompit,45,2.647 +LS,102514002010661,gompit,50,2.839 +LS,102514002010661,gompit,55,3.063 +LS,102514002010661,gompit,60,3.334 +LS,102514002010661,gompit,65,3.674 +LS,102514002010661,gompit,70,3.954 +LS,102514002010661,gompit,75,4.366 +LS,102514002010661,gompit,80,4.878 +LS,102514002010661,gompit,85,5.319 +LS,102514002010661,gompit,90,5.871 +LS,102514002010661,gompit,95,6.366 +LS,102514002010661,gompit,100,7.022 +LS,102108244010661,gompit,0,0.675 +LS,102108244010661,gompit,5,1.766 +LS,102108244010661,gompit,10,3.339 +LS,102108244010661,gompit,15,3.981 +LS,102108244010661,gompit,20,4.433 +LS,102108244010661,gompit,25,4.73 +LS,102108244010661,gompit,30,4.995 +LS,102108244010661,gompit,35,5.342 +LS,102108244010661,gompit,40,5.748 +LS,102108244010661,gompit,45,6.206 +LS,102108244010661,gompit,50,6.674 +LS,102108244010661,gompit,55,7.204 +LS,102108244010661,gompit,60,7.799 +LS,102108244010661,gompit,65,8.375 +LS,102108244010661,gompit,70,9.102 +LS,102108244010661,gompit,75,9.859 +LS,102108244010661,gompit,80,10.637 +LS,102108244010661,gompit,85,11.498 +LS,102108244010661,gompit,90,12.359 +LS,102108244010661,gompit,95,13.192 +LS,102108244010661,gompit,100,13.874 +LS,102108247010661,gompit,0,0.779 +LS,102108247010661,gompit,5,1.413 +LS,102108247010661,gompit,10,2.152 +LS,102108247010661,gompit,15,2.853 +LS,102108247010661,gompit,20,3.537 +LS,102108247010661,gompit,25,4.055 +LS,102108247010661,gompit,30,4.724 +LS,102108247010661,gompit,35,5.469 +LS,102108247010661,gompit,40,6.27 +LS,102108247010661,gompit,45,7.167 +LS,102108247010661,gompit,50,8.148 +LS,102108247010661,gompit,55,9.237 +LS,102108247010661,gompit,60,10.322 +LS,102108247010661,gompit,65,11.761 +LS,102108247010661,gompit,70,13.083 +LS,102108247010661,gompit,75,14.484 +LS,102108247010661,gompit,80,15.983 +LS,102108247010661,gompit,85,17.288 +LS,102108247010661,gompit,90,18.567 +LS,102108247010661,gompit,95,20.013 +LS,102108247010661,gompit,100,21.322 +LS,107859851010661,gompit,0,0.0 +LS,102513357010661,gompit,0,0.409 +LS,102513357010661,gompit,5,0.57 +LS,102513357010661,gompit,10,0.74 +LS,102513357010661,gompit,15,0.871 +LS,102513357010661,gompit,20,1.016 +LS,102513357010661,gompit,25,1.087 +LS,102513357010661,gompit,30,1.181 +LS,102513357010661,gompit,35,1.274 +LS,102513357010661,gompit,40,1.296 +LS,102513357010661,gompit,45,1.293 +LS,102513357010661,gompit,50,1.31 +LS,102513357010661,gompit,55,1.339 +LS,102513357010661,gompit,60,1.349 +LS,102513357010661,gompit,65,1.394 +LS,102513357010661,gompit,70,1.398 +LS,102513357010661,gompit,75,1.423 +LS,102513357010661,gompit,80,1.431 +LS,102513357010661,gompit,85,1.432 +LS,102513357010661,gompit,90,1.423 +LS,102513357010661,gompit,95,1.392 +LS,102513357010661,gompit,100,1.358 +LS,102513327010661,gompit,0,0.153 +LS,102513327010661,gompit,5,0.379 +LS,102513327010661,gompit,10,0.694 +LS,102513327010661,gompit,15,0.97 +LS,102513327010661,gompit,20,1.178 +LS,102513327010661,gompit,25,1.339 +LS,102513327010661,gompit,30,1.538 +LS,102513327010661,gompit,35,1.656 +LS,102513327010661,gompit,40,1.766 +LS,102513327010661,gompit,45,1.956 +LS,102513327010661,gompit,50,2.181 +LS,102513327010661,gompit,55,2.456 +LS,102513327010661,gompit,60,2.702 +LS,102513327010661,gompit,65,2.948 +LS,102513327010661,gompit,70,3.145 +LS,102513327010661,gompit,75,3.392 +LS,102513327010661,gompit,80,3.621 +LS,102513327010661,gompit,85,3.928 +LS,102513327010661,gompit,90,4.241 +LS,102513327010661,gompit,95,4.526 +LS,102513327010661,gompit,100,4.899 +LS,102517128010661,gompit,0,0.443 +LS,102517128010661,gompit,5,0.731 +LS,102517128010661,gompit,10,1.007 +LS,102517128010661,gompit,15,1.197 +LS,102517128010661,gompit,20,1.335 +LS,102517128010661,gompit,25,1.511 +LS,102517128010661,gompit,30,1.677 +LS,102517128010661,gompit,35,1.821 +LS,102517128010661,gompit,40,1.953 +LS,102517128010661,gompit,45,2.211 +LS,102517128010661,gompit,50,2.426 +LS,102517128010661,gompit,55,2.787 +LS,102517128010661,gompit,60,3.058 +LS,102517128010661,gompit,65,3.407 +LS,102517128010661,gompit,70,3.709 +LS,102517128010661,gompit,75,4.1 +LS,102517128010661,gompit,80,4.495 +LS,102517128010661,gompit,85,5.001 +LS,102517128010661,gompit,90,5.572 +LS,102517128010661,gompit,95,6.204 +LS,102517128010661,gompit,100,6.96 +LS,102518367010661,gompit,0,0.0 +LS,102508950010661,gompit,0,0.429 +LS,102508950010661,gompit,5,0.595 +LS,102508950010661,gompit,10,0.719 +LS,102508950010661,gompit,15,0.921 +LS,102508950010661,gompit,20,1.092 +LS,102508950010661,gompit,25,1.358 +LS,102508950010661,gompit,30,1.605 +LS,102508950010661,gompit,35,1.817 +LS,102508950010661,gompit,40,2.08 +LS,102508950010661,gompit,45,2.275 +LS,102508950010661,gompit,50,2.437 +LS,102508950010661,gompit,55,2.564 +LS,102508950010661,gompit,60,2.756 +LS,102508950010661,gompit,65,2.879 +LS,102508950010661,gompit,70,2.975 +LS,102508950010661,gompit,75,3.049 +LS,102508950010661,gompit,80,3.086 +LS,102508950010661,gompit,85,3.131 +LS,102508950010661,gompit,90,3.162 +LS,102508950010661,gompit,95,3.166 +LS,102508950010661,gompit,100,3.157 +LS,102510396010661,gompit,0,1.079 +LS,102510396010661,gompit,5,1.444 +LS,102510396010661,gompit,10,1.876 +LS,102510396010661,gompit,15,2.391 +LS,102510396010661,gompit,20,2.949 +LS,102510396010661,gompit,25,3.537 +LS,102510396010661,gompit,30,4.25 +LS,102510396010661,gompit,35,4.95 +LS,102510396010661,gompit,40,5.778 +LS,102510396010661,gompit,45,6.676 +LS,102510396010661,gompit,50,7.612 +LS,102510396010661,gompit,55,8.593 +LS,102510396010661,gompit,60,9.628 +LS,102510396010661,gompit,65,10.632 +LS,102510396010661,gompit,70,11.667 +LS,102510396010661,gompit,75,13.097 +LS,102510396010661,gompit,80,14.488 +LS,102510396010661,gompit,85,15.982 +LS,102510396010661,gompit,90,17.485 +LS,102510396010661,gompit,95,18.749 +LS,102510396010661,gompit,100,19.962 +LS,102513033010661,gompit,0,0.467 +LS,102513033010661,gompit,5,0.717 +LS,102513033010661,gompit,10,1.027 +LS,102513033010661,gompit,15,1.377 +LS,102513033010661,gompit,20,1.713 +LS,102513033010661,gompit,25,2.09 +LS,102513033010661,gompit,30,2.493 +LS,102513033010661,gompit,35,2.9 +LS,102513033010661,gompit,40,3.249 +LS,102513033010661,gompit,45,3.744 +LS,102513033010661,gompit,50,4.332 +LS,102513033010661,gompit,55,5.023 +LS,102513033010661,gompit,60,5.857 +LS,102513033010661,gompit,65,6.692 +LS,102513033010661,gompit,70,7.485 +LS,102513033010661,gompit,75,8.398 +LS,102513033010661,gompit,80,9.527 +LS,102513033010661,gompit,85,10.443 +LS,102513033010661,gompit,90,11.677 +LS,102513033010661,gompit,95,12.904 +LS,102513033010661,gompit,100,14.164 +LS,102509610010661,gompit,0,0.749 +LS,102509610010661,gompit,5,1.529 +LS,102509610010661,gompit,10,2.93 +LS,102509610010661,gompit,15,4.854 +LS,102509610010661,gompit,20,7.173 +LS,102509610010661,gompit,25,9.783 +LS,102509610010661,gompit,30,12.584 +LS,102509610010661,gompit,35,15.308 +LS,102509610010661,gompit,40,17.765 +LS,102509610010661,gompit,45,19.797 +LS,102509610010661,gompit,50,21.505 +LS,102509610010661,gompit,55,23.007 +LS,102509610010661,gompit,60,24.086 +LS,102509610010661,gompit,65,25.074 +LS,102509610010661,gompit,70,25.664 +LS,102509610010661,gompit,75,25.852 +LS,102509610010661,gompit,80,25.841 +LS,102509610010661,gompit,85,25.607 +LS,102509610010661,gompit,90,25.121 +LS,102509610010661,gompit,95,24.7 +LS,102509610010661,gompit,100,24.039 +LS,102513339010661,gompit,0,0.957 +LS,102513339010661,gompit,5,1.894 +LS,102513339010661,gompit,10,3.041 +LS,102513339010661,gompit,15,4.39 +LS,102513339010661,gompit,20,5.826 +LS,102513339010661,gompit,25,7.334 +LS,102513339010661,gompit,30,8.764 +LS,102513339010661,gompit,35,10.258 +LS,102513339010661,gompit,40,11.853 +LS,102513339010661,gompit,45,13.869 +LS,102513339010661,gompit,50,15.764 +LS,102513339010661,gompit,55,18.292 +LS,102513339010661,gompit,60,21.021 +LS,102513339010661,gompit,65,23.822 +LS,102513339010661,gompit,70,26.903 +LS,102513339010661,gompit,75,30.672 +LS,102513339010661,gompit,80,34.012 +LS,102513339010661,gompit,85,37.983 +LS,102513339010661,gompit,90,42.12 +LS,102513339010661,gompit,95,46.457 +LS,102513339010661,gompit,100,51.149 +LS,102513492010661,gompit,0,0.347 +LS,102513492010661,gompit,5,0.54 +LS,102513492010661,gompit,10,0.66 +LS,102513492010661,gompit,15,0.759 +LS,102513492010661,gompit,20,0.84 +LS,102513492010661,gompit,25,0.946 +LS,102513492010661,gompit,30,1.024 +LS,102513492010661,gompit,35,1.138 +LS,102513492010661,gompit,40,1.202 +LS,102513492010661,gompit,45,1.291 +LS,102513492010661,gompit,50,1.339 +LS,102513492010661,gompit,55,1.411 +LS,102513492010661,gompit,60,1.488 +LS,102513492010661,gompit,65,1.538 +LS,102513492010661,gompit,70,1.628 +LS,102513492010661,gompit,75,1.657 +LS,102513492010661,gompit,80,1.68 +LS,102513492010661,gompit,85,1.736 +LS,102513492010661,gompit,90,1.736 +LS,102513492010661,gompit,95,1.764 +LS,102513492010661,gompit,100,1.788 +LS,102518487010661,gompit,0,0.736 +LS,102518487010661,gompit,5,1.363 +LS,102518487010661,gompit,10,1.856 +LS,102518487010661,gompit,15,2.124 +LS,102518487010661,gompit,20,2.333 +LS,102518487010661,gompit,25,2.525 +LS,102518487010661,gompit,30,2.725 +LS,102518487010661,gompit,35,2.976 +LS,102518487010661,gompit,40,3.171 +LS,102518487010661,gompit,45,3.419 +LS,102518487010661,gompit,50,3.64 +LS,102518487010661,gompit,55,3.842 +LS,102518487010661,gompit,60,4.05 +LS,102518487010661,gompit,65,4.181 +LS,102518487010661,gompit,70,4.308 +LS,102518487010661,gompit,75,4.422 +LS,102518487010661,gompit,80,4.509 +LS,102518487010661,gompit,85,4.536 +LS,102518487010661,gompit,90,4.567 +LS,102518487010661,gompit,95,4.563 +LS,102518487010661,gompit,100,4.545 +LS,102517461010661,gompit,0,0.312 +LS,102517461010661,gompit,5,0.479 +LS,102517461010661,gompit,10,0.726 +LS,102517461010661,gompit,15,0.993 +LS,102517461010661,gompit,20,1.254 +LS,102517461010661,gompit,25,1.485 +LS,102517461010661,gompit,30,1.693 +LS,102517461010661,gompit,35,1.927 +LS,102517461010661,gompit,40,2.148 +LS,102517461010661,gompit,45,2.467 +LS,102517461010661,gompit,50,2.84 +LS,102517461010661,gompit,55,3.246 +LS,102517461010661,gompit,60,3.64 +LS,102517461010661,gompit,65,4.062 +LS,102517461010661,gompit,70,4.531 +LS,102517461010661,gompit,75,5.195 +LS,102517461010661,gompit,80,5.89 +LS,102517461010661,gompit,85,6.601 +LS,102517461010661,gompit,90,7.411 +LS,102517461010661,gompit,95,8.432 +LS,102517461010661,gompit,100,9.579 +LS,102512523010661,gompit,0,0.236 +LS,102512523010661,gompit,5,0.394 +LS,102512523010661,gompit,10,0.631 +LS,102512523010661,gompit,15,0.917 +LS,102512523010661,gompit,20,1.252 +LS,102512523010661,gompit,25,1.599 +LS,102512523010661,gompit,30,1.917 +LS,102512523010661,gompit,35,2.206 +LS,102512523010661,gompit,40,2.555 +LS,102512523010661,gompit,45,2.938 +LS,102512523010661,gompit,50,3.525 +LS,102512523010661,gompit,55,4.185 +LS,102512523010661,gompit,60,4.765 +LS,102512523010661,gompit,65,5.521 +LS,102512523010661,gompit,70,6.391 +LS,102512523010661,gompit,75,7.252 +LS,102512523010661,gompit,80,7.994 +LS,102512523010661,gompit,85,8.868 +LS,102512523010661,gompit,90,9.937 +LS,102512523010661,gompit,95,10.966 +LS,102512523010661,gompit,100,11.77 +LS,102515250010661,gompit,0,0.017 +LS,102515250010661,gompit,5,0.068 +LS,102515250010661,gompit,10,0.15 +LS,102515250010661,gompit,15,0.267 +LS,102515250010661,gompit,20,0.362 +LS,102515250010661,gompit,25,0.435 +LS,102515250010661,gompit,30,0.478 +LS,102515250010661,gompit,35,0.543 +LS,102515250010661,gompit,40,0.587 +LS,102515250010661,gompit,45,0.631 +LS,102515250010661,gompit,50,0.686 +LS,102515250010661,gompit,55,0.747 +LS,102515250010661,gompit,60,0.835 +LS,102515250010661,gompit,65,0.971 +LS,102515250010661,gompit,70,1.157 +LS,102515250010661,gompit,75,1.303 +LS,102515250010661,gompit,80,1.479 +LS,102515250010661,gompit,85,1.717 +LS,102515250010661,gompit,90,1.9 +LS,102515250010661,gompit,95,2.2 +LS,102515250010661,gompit,100,2.524 +LS,102513879010661,gompit,0,0.134 +LS,102513879010661,gompit,5,0.22 +LS,102513879010661,gompit,10,0.275 +LS,102513879010661,gompit,15,0.327 +LS,102513879010661,gompit,20,0.41 +LS,102513879010661,gompit,25,0.523 +LS,102513879010661,gompit,30,0.67 +LS,102513879010661,gompit,35,0.798 +LS,102513879010661,gompit,40,0.925 +LS,102513879010661,gompit,45,1.127 +LS,102513879010661,gompit,50,1.397 +LS,102513879010661,gompit,55,1.704 +LS,102513879010661,gompit,60,2.013 +LS,102513879010661,gompit,65,2.133 +LS,102513879010661,gompit,70,2.302 +LS,102513879010661,gompit,75,2.407 +LS,102513879010661,gompit,80,2.537 +LS,102513879010661,gompit,85,2.568 +LS,102513879010661,gompit,90,2.569 +LS,102513879010661,gompit,95,2.554 +LS,102513879010661,gompit,100,2.579 +LS,102513852010661,gompit,0,0.005 +LS,102513852010661,gompit,5,0.025 +LS,102513852010661,gompit,10,0.059 +LS,102513852010661,gompit,15,0.109 +LS,102513852010661,gompit,20,0.164 +LS,102513852010661,gompit,25,0.223 +LS,102513852010661,gompit,30,0.268 +LS,102513852010661,gompit,35,0.32 +LS,102513852010661,gompit,40,0.372 +LS,102513852010661,gompit,45,0.441 +LS,102513852010661,gompit,50,0.518 +LS,102513852010661,gompit,55,0.642 +LS,102513852010661,gompit,60,0.771 +LS,102513852010661,gompit,65,0.871 +LS,102513852010661,gompit,70,0.995 +LS,102513852010661,gompit,75,1.102 +LS,102513852010661,gompit,80,1.228 +LS,102513852010661,gompit,85,1.317 +LS,102513852010661,gompit,90,1.417 +LS,102513852010661,gompit,95,1.469 +LS,102513852010661,gompit,100,1.583 +LS,102514170010661,gompit,0,0.112 +LS,102514170010661,gompit,5,0.275 +LS,102514170010661,gompit,10,0.47 +LS,102514170010661,gompit,15,0.657 +LS,102514170010661,gompit,20,0.813 +LS,102514170010661,gompit,25,0.955 +LS,102514170010661,gompit,30,1.075 +LS,102514170010661,gompit,35,1.236 +LS,102514170010661,gompit,40,1.341 +LS,102514170010661,gompit,45,1.472 +LS,102514170010661,gompit,50,1.61 +LS,102514170010661,gompit,55,1.742 +LS,102514170010661,gompit,60,1.907 +LS,102514170010661,gompit,65,2.107 +LS,102514170010661,gompit,70,2.328 +LS,102514170010661,gompit,75,2.617 +LS,102514170010661,gompit,80,2.862 +LS,102514170010661,gompit,85,3.036 +LS,102514170010661,gompit,90,3.256 +LS,102514170010661,gompit,95,3.501 +LS,102514170010661,gompit,100,3.879 +LS,102514680010661,gompit,0,1.487 +LS,102514680010661,gompit,5,2.18 +LS,102514680010661,gompit,10,2.931 +LS,102514680010661,gompit,15,3.882 +LS,102514680010661,gompit,20,4.945 +LS,102514680010661,gompit,25,5.908 +LS,102514680010661,gompit,30,6.808 +LS,102514680010661,gompit,35,7.662 +LS,102514680010661,gompit,40,8.631 +LS,102514680010661,gompit,45,9.76 +LS,102514680010661,gompit,50,11.085 +LS,102514680010661,gompit,55,12.437 +LS,102514680010661,gompit,60,13.83 +LS,102514680010661,gompit,65,15.357 +LS,102514680010661,gompit,70,16.924 +LS,102514680010661,gompit,75,18.904 +LS,102514680010661,gompit,80,20.93 +LS,102514680010661,gompit,85,23.339 +LS,102514680010661,gompit,90,25.623 +LS,102514680010661,gompit,95,27.899 +LS,102514680010661,gompit,100,30.118 +LS,102513795010661,gompit,0,0.283 +LS,102513795010661,gompit,5,0.422 +LS,102513795010661,gompit,10,0.592 +LS,102513795010661,gompit,15,0.702 +LS,102513795010661,gompit,20,0.794 +LS,102513795010661,gompit,25,0.908 +LS,102513795010661,gompit,30,1.025 +LS,102513795010661,gompit,35,1.116 +LS,102513795010661,gompit,40,1.229 +LS,102513795010661,gompit,45,1.305 +LS,102513795010661,gompit,50,1.377 +LS,102513795010661,gompit,55,1.452 +LS,102513795010661,gompit,60,1.554 +LS,102513795010661,gompit,65,1.59 +LS,102513795010661,gompit,70,1.658 +LS,102513795010661,gompit,75,1.685 +LS,102513795010661,gompit,80,1.705 +LS,102513795010661,gompit,85,1.754 +LS,102513795010661,gompit,90,1.767 +LS,102513795010661,gompit,95,1.752 +LS,102513795010661,gompit,100,1.737 +LS,107861405010661,gompit,0,0.524 +LS,107861405010661,gompit,5,0.894 +LS,107861405010661,gompit,10,1.341 +LS,107861405010661,gompit,15,1.821 +LS,107861405010661,gompit,20,2.277 +LS,107861405010661,gompit,25,2.73 +LS,107861405010661,gompit,30,3.142 +LS,107861405010661,gompit,35,3.419 +LS,107861405010661,gompit,40,3.725 +LS,107861405010661,gompit,45,3.943 +LS,107861405010661,gompit,50,4.047 +LS,107861405010661,gompit,55,4.077 +LS,107861405010661,gompit,60,4.067 +LS,107861405010661,gompit,65,4.017 +LS,107861405010661,gompit,70,3.94 +LS,107861405010661,gompit,75,3.846 +LS,107861405010661,gompit,80,3.749 +LS,107861405010661,gompit,85,3.62 +LS,107861405010661,gompit,90,3.458 +LS,107861405010661,gompit,95,3.297 +LS,107861405010661,gompit,100,3.135 +LS,107861411010661,gompit,0,0.436 +LS,107861411010661,gompit,5,1.004 +LS,107861411010661,gompit,10,1.688 +LS,107861411010661,gompit,15,2.291 +LS,107861411010661,gompit,20,2.806 +LS,107861411010661,gompit,25,3.272 +LS,107861411010661,gompit,30,3.665 +LS,107861411010661,gompit,35,4.079 +LS,107861411010661,gompit,40,4.501 +LS,107861411010661,gompit,45,4.898 +LS,107861411010661,gompit,50,5.166 +LS,107861411010661,gompit,55,5.36 +LS,107861411010661,gompit,60,5.564 +LS,107861411010661,gompit,65,5.716 +LS,107861411010661,gompit,70,5.815 +LS,107861411010661,gompit,75,5.92 +LS,107861411010661,gompit,80,5.921 +LS,107861411010661,gompit,85,5.921 +LS,107861411010661,gompit,90,5.889 +LS,107861411010661,gompit,95,5.858 +LS,107861411010661,gompit,100,5.805 +LS,107861417010661,gompit,0,0.019 +LS,107861417010661,gompit,5,0.072 +LS,107861417010661,gompit,10,0.144 +LS,107861417010661,gompit,15,0.227 +LS,107861417010661,gompit,20,0.279 +LS,107861417010661,gompit,25,0.35 +LS,107861417010661,gompit,30,0.427 +LS,107861417010661,gompit,35,0.527 +LS,107861417010661,gompit,40,0.567 +LS,107861417010661,gompit,45,0.632 +LS,107861417010661,gompit,50,0.734 +LS,107861417010661,gompit,55,0.898 +LS,107861417010661,gompit,60,1.035 +LS,107861417010661,gompit,65,1.147 +LS,107861417010661,gompit,70,1.209 +LS,107861417010661,gompit,75,1.251 +LS,107861417010661,gompit,80,1.283 +LS,107861417010661,gompit,85,1.335 +LS,107861417010661,gompit,90,1.388 +LS,107861417010661,gompit,95,1.408 +LS,107861417010661,gompit,100,1.406 +LS,107861420010661,gompit,0,0.042 +LS,107861420010661,gompit,5,0.13 +LS,107861420010661,gompit,10,0.277 +LS,107861420010661,gompit,15,0.471 +LS,107861420010661,gompit,20,0.67 +LS,107861420010661,gompit,25,0.863 +LS,107861420010661,gompit,30,0.983 +LS,107861420010661,gompit,35,1.169 +LS,107861420010661,gompit,40,1.32 +LS,107861420010661,gompit,45,1.454 +LS,107861420010661,gompit,50,1.658 +LS,107861420010661,gompit,55,1.822 +LS,107861420010661,gompit,60,1.985 +LS,107861420010661,gompit,65,2.16 +LS,107861420010661,gompit,70,2.338 +LS,107861420010661,gompit,75,2.596 +LS,107861420010661,gompit,80,2.892 +LS,107861420010661,gompit,85,3.074 +LS,107861420010661,gompit,90,3.16 +LS,107861420010661,gompit,95,3.323 +LS,107861420010661,gompit,100,3.496 +LS,107861009010661,gompit,0,0.0 +LS,107861012010661,gompit,0,0.258 +LS,107861012010661,gompit,5,0.753 +LS,107861012010661,gompit,10,1.651 +LS,107861012010661,gompit,15,2.435 +LS,107861012010661,gompit,20,2.703 +LS,107861012010661,gompit,25,2.863 +LS,107861012010661,gompit,30,3.018 +LS,107861012010661,gompit,35,3.145 +LS,107861012010661,gompit,40,3.277 +LS,107861012010661,gompit,45,3.505 +LS,107861012010661,gompit,50,3.685 +LS,107861012010661,gompit,55,3.922 +LS,107861012010661,gompit,60,4.144 +LS,107861012010661,gompit,65,4.303 +LS,107861012010661,gompit,70,4.444 +LS,107861012010661,gompit,75,4.677 +LS,107861012010661,gompit,80,4.902 +LS,107861012010661,gompit,85,5.161 +LS,107861012010661,gompit,90,5.384 +LS,107861012010661,gompit,95,5.699 +LS,107861012010661,gompit,100,5.995 +LS,107860133010661,gompit,0,0.098 +LS,107860133010661,gompit,5,0.283 +LS,107860133010661,gompit,10,0.597 +LS,107860133010661,gompit,15,1.054 +LS,107860133010661,gompit,20,1.651 +LS,107860133010661,gompit,25,2.225 +LS,107860133010661,gompit,30,2.713 +LS,107860133010661,gompit,35,3.527 +LS,107860133010661,gompit,40,4.32 +LS,107860133010661,gompit,45,5.401 +LS,107860133010661,gompit,50,6.731 +LS,107860133010661,gompit,55,7.77 +LS,107860133010661,gompit,60,9.579 +LS,107860133010661,gompit,65,11.737 +LS,107860133010661,gompit,70,13.581 +LS,107860133010661,gompit,75,15.702 +LS,107860133010661,gompit,80,17.52 +LS,107860133010661,gompit,85,19.67 +LS,107860133010661,gompit,90,21.992 +LS,107860133010661,gompit,95,24.182 +LS,107860133010661,gompit,100,27.061 +LS,107860142010661,gompit,0,0.437 +LS,107860142010661,gompit,5,0.873 +LS,107860142010661,gompit,10,1.919 +LS,107860142010661,gompit,15,3.299 +LS,107860142010661,gompit,20,4.011 +LS,107860142010661,gompit,25,4.635 +LS,107860142010661,gompit,30,5.384 +LS,107860142010661,gompit,35,6.073 +LS,107860142010661,gompit,40,6.791 +LS,107860142010661,gompit,45,7.448 +LS,107860142010661,gompit,50,8.148 +LS,107860142010661,gompit,55,8.907 +LS,107860142010661,gompit,60,9.666 +LS,107860142010661,gompit,65,10.414 +LS,107860142010661,gompit,70,11.1 +LS,107860142010661,gompit,75,11.861 +LS,107860142010661,gompit,80,12.66 +LS,107860142010661,gompit,85,13.422 +LS,107860142010661,gompit,90,14.123 +LS,107860142010661,gompit,95,14.948 +LS,107860142010661,gompit,100,15.69 +LS,168978753010661,gompit,0,0.85 +LS,168978753010661,gompit,5,1.41 +LS,168978753010661,gompit,10,1.818 +LS,168978753010661,gompit,15,2.172 +LS,168978753010661,gompit,20,2.443 +LS,168978753010661,gompit,25,2.726 +LS,168978753010661,gompit,30,2.983 +LS,168978753010661,gompit,35,3.271 +LS,168978753010661,gompit,40,3.454 +LS,168978753010661,gompit,45,3.641 +LS,168978753010661,gompit,50,3.761 +LS,168978753010661,gompit,55,3.938 +LS,168978753010661,gompit,60,4.083 +LS,168978753010661,gompit,65,4.235 +LS,168978753010661,gompit,70,4.388 +LS,168978753010661,gompit,75,4.554 +LS,168978753010661,gompit,80,4.657 +LS,168978753010661,gompit,85,4.774 +LS,168978753010661,gompit,90,4.886 +LS,168978753010661,gompit,95,4.991 +LS,168978753010661,gompit,100,5.078 +LS,168977855010661,gompit,0,0.0 +LS,168977797010661,gompit,0,0.741 +LS,168977797010661,gompit,5,1.401 +LS,168977797010661,gompit,10,2.2 +LS,168977797010661,gompit,15,3.145 +LS,168977797010661,gompit,20,3.948 +LS,168977797010661,gompit,25,4.691 +LS,168977797010661,gompit,30,5.471 +LS,168977797010661,gompit,35,6.566 +LS,168977797010661,gompit,40,7.895 +LS,168977797010661,gompit,45,9.193 +LS,168977797010661,gompit,50,10.969 +LS,168977797010661,gompit,55,12.501 +LS,168977797010661,gompit,60,14.532 +LS,168977797010661,gompit,65,16.824 +LS,168977797010661,gompit,70,19.322 +LS,168977797010661,gompit,75,21.725 +LS,168977797010661,gompit,80,24.589 +LS,168977797010661,gompit,85,28.568 +LS,168977797010661,gompit,90,31.372 +LS,168977797010661,gompit,95,35.213 +LS,168977797010661,gompit,100,38.585 +LS,107860985010661,gompit,0,0.241 +LS,107860985010661,gompit,5,0.364 +LS,107860985010661,gompit,10,0.502 +LS,107860985010661,gompit,15,0.607 +LS,107860985010661,gompit,20,0.705 +LS,107860985010661,gompit,25,0.824 +LS,107860985010661,gompit,30,0.965 +LS,107860985010661,gompit,35,1.066 +LS,107860985010661,gompit,40,1.211 +LS,107860985010661,gompit,45,1.339 +LS,107860985010661,gompit,50,1.506 +LS,107860985010661,gompit,55,1.689 +LS,107860985010661,gompit,60,1.972 +LS,107860985010661,gompit,65,2.22 +LS,107860985010661,gompit,70,2.46 +LS,107860985010661,gompit,75,2.848 +LS,107860985010661,gompit,80,3.13 +LS,107860985010661,gompit,85,3.619 +LS,107860985010661,gompit,90,4.05 +LS,107860985010661,gompit,95,4.512 +LS,107860985010661,gompit,100,5.041 +LS,102509202010661,gompit,0,0.013 +LS,102509202010661,gompit,5,0.044 +LS,102509202010661,gompit,10,0.107 +LS,102509202010661,gompit,15,0.216 +LS,102509202010661,gompit,20,0.369 +LS,102509202010661,gompit,25,0.513 +LS,102509202010661,gompit,30,0.672 +LS,102509202010661,gompit,35,0.847 +LS,102509202010661,gompit,40,1.045 +LS,102509202010661,gompit,45,1.327 +LS,102509202010661,gompit,50,1.565 +LS,102509202010661,gompit,55,1.857 +LS,102509202010661,gompit,60,2.189 +LS,102509202010661,gompit,65,2.599 +LS,102509202010661,gompit,70,2.952 +LS,102509202010661,gompit,75,3.301 +LS,102509202010661,gompit,80,3.811 +LS,102509202010661,gompit,85,4.496 +LS,102509202010661,gompit,90,5.043 +LS,102509202010661,gompit,95,5.725 +LS,102509202010661,gompit,100,6.338 +LS,102511962010661,gompit,0,0.0 +LS,102514692010661,gompit,0,0.45 +LS,102514692010661,gompit,5,0.821 +LS,102514692010661,gompit,10,1.166 +LS,102514692010661,gompit,15,1.529 +LS,102514692010661,gompit,20,1.893 +LS,102514692010661,gompit,25,2.209 +LS,102514692010661,gompit,30,2.556 +LS,102514692010661,gompit,35,2.907 +LS,102514692010661,gompit,40,3.159 +LS,102514692010661,gompit,45,3.474 +LS,102514692010661,gompit,50,3.791 +LS,102514692010661,gompit,55,4.128 +LS,102514692010661,gompit,60,4.531 +LS,102514692010661,gompit,65,4.845 +LS,102514692010661,gompit,70,5.223 +LS,102514692010661,gompit,75,5.526 +LS,102514692010661,gompit,80,5.939 +LS,102514692010661,gompit,85,6.325 +LS,102514692010661,gompit,90,6.563 +LS,102514692010661,gompit,95,7.04 +LS,102514692010661,gompit,100,7.363 +LS,102509460010661,gompit,0,0.56 +LS,102509460010661,gompit,5,0.964 +LS,102509460010661,gompit,10,1.273 +LS,102509460010661,gompit,15,1.497 +LS,102509460010661,gompit,20,1.667 +LS,102509460010661,gompit,25,1.794 +LS,102509460010661,gompit,30,1.923 +LS,102509460010661,gompit,35,2.069 +LS,102509460010661,gompit,40,2.232 +LS,102509460010661,gompit,45,2.374 +LS,102509460010661,gompit,50,2.511 +LS,102509460010661,gompit,55,2.779 +LS,102509460010661,gompit,60,3.047 +LS,102509460010661,gompit,65,3.326 +LS,102509460010661,gompit,70,3.626 +LS,102509460010661,gompit,75,3.938 +LS,102509460010661,gompit,80,4.527 +LS,102509460010661,gompit,85,5.201 +LS,102509460010661,gompit,90,5.631 +LS,102509460010661,gompit,95,6.097 +LS,102509460010661,gompit,100,6.669 +LS,102513030010661,gompit,0,0.008 +LS,102513030010661,gompit,5,0.041 +LS,102513030010661,gompit,10,0.1 +LS,102513030010661,gompit,15,0.159 +LS,102513030010661,gompit,20,0.206 +LS,102513030010661,gompit,25,0.248 +LS,102513030010661,gompit,30,0.287 +LS,102513030010661,gompit,35,0.313 +LS,102513030010661,gompit,40,0.36 +LS,102513030010661,gompit,45,0.387 +LS,102513030010661,gompit,50,0.425 +LS,102513030010661,gompit,55,0.475 +LS,102513030010661,gompit,60,0.491 +LS,102513030010661,gompit,65,0.507 +LS,102513030010661,gompit,70,0.537 +LS,102513030010661,gompit,75,0.558 +LS,102513030010661,gompit,80,0.581 +LS,102513030010661,gompit,85,0.664 +LS,102513030010661,gompit,90,0.769 +LS,102513030010661,gompit,95,0.842 +LS,102513030010661,gompit,100,0.961 +LS,102518193010661,gompit,0,0.377 +LS,102518193010661,gompit,5,0.595 +LS,102518193010661,gompit,10,0.714 +LS,102518193010661,gompit,15,0.824 +LS,102518193010661,gompit,20,0.923 +LS,102518193010661,gompit,25,1.039 +LS,102518193010661,gompit,30,1.133 +LS,102518193010661,gompit,35,1.236 +LS,102518193010661,gompit,40,1.312 +LS,102518193010661,gompit,45,1.421 +LS,102518193010661,gompit,50,1.511 +LS,102518193010661,gompit,55,1.639 +LS,102518193010661,gompit,60,1.808 +LS,102518193010661,gompit,65,1.979 +LS,102518193010661,gompit,70,2.161 +LS,102518193010661,gompit,75,2.316 +LS,102518193010661,gompit,80,2.581 +LS,102518193010661,gompit,85,2.811 +LS,102518193010661,gompit,90,2.983 +LS,102518193010661,gompit,95,3.259 +LS,102518193010661,gompit,100,3.519 +LS,102512493010661,gompit,0,0.0 +LS,102518388010661,gompit,0,0.156 +LS,102518388010661,gompit,5,0.221 +LS,102518388010661,gompit,10,0.293 +LS,102518388010661,gompit,15,0.365 +LS,102518388010661,gompit,20,0.441 +LS,102518388010661,gompit,25,0.497 +LS,102518388010661,gompit,30,0.546 +LS,102518388010661,gompit,35,0.594 +LS,102518388010661,gompit,40,0.659 +LS,102518388010661,gompit,45,0.723 +LS,102518388010661,gompit,50,0.798 +LS,102518388010661,gompit,55,0.893 +LS,102518388010661,gompit,60,0.993 +LS,102518388010661,gompit,65,1.085 +LS,102518388010661,gompit,70,1.197 +LS,102518388010661,gompit,75,1.316 +LS,102518388010661,gompit,80,1.437 +LS,102518388010661,gompit,85,1.549 +LS,102518388010661,gompit,90,1.68 +LS,102518388010661,gompit,95,1.822 +LS,102518388010661,gompit,100,1.967 +LS,102513315010661,gompit,0,0.598 +LS,102513315010661,gompit,5,0.877 +LS,102513315010661,gompit,10,1.215 +LS,102513315010661,gompit,15,1.564 +LS,102513315010661,gompit,20,1.904 +LS,102513315010661,gompit,25,2.315 +LS,102513315010661,gompit,30,2.748 +LS,102513315010661,gompit,35,3.237 +LS,102513315010661,gompit,40,3.835 +LS,102513315010661,gompit,45,4.443 +LS,102513315010661,gompit,50,5.03 +LS,102513315010661,gompit,55,5.709 +LS,102513315010661,gompit,60,6.403 +LS,102513315010661,gompit,65,7.172 +LS,102513315010661,gompit,70,8.173 +LS,102513315010661,gompit,75,9.187 +LS,102513315010661,gompit,80,10.157 +LS,102513315010661,gompit,85,11.293 +LS,102513315010661,gompit,90,12.412 +LS,102513315010661,gompit,95,13.624 +LS,102513315010661,gompit,100,15.019 +LS,102513399010661,gompit,0,0.061 +LS,102513399010661,gompit,5,0.165 +LS,102513399010661,gompit,10,0.342 +LS,102513399010661,gompit,15,0.517 +LS,102513399010661,gompit,20,0.642 +LS,102513399010661,gompit,25,0.814 +LS,102513399010661,gompit,30,0.935 +LS,102513399010661,gompit,35,1.032 +LS,102513399010661,gompit,40,1.137 +LS,102513399010661,gompit,45,1.234 +LS,102513399010661,gompit,50,1.386 +LS,102513399010661,gompit,55,1.507 +LS,102513399010661,gompit,60,1.604 +LS,102513399010661,gompit,65,1.738 +LS,102513399010661,gompit,70,1.82 +LS,102513399010661,gompit,75,1.902 +LS,102513399010661,gompit,80,2.018 +LS,102513399010661,gompit,85,2.109 +LS,102513399010661,gompit,90,2.17 +LS,102513399010661,gompit,95,2.222 +LS,102513399010661,gompit,100,2.3 +LS,102517527010661,gompit,0,0.049 +LS,102517527010661,gompit,5,0.176 +LS,102517527010661,gompit,10,0.398 +LS,102517527010661,gompit,15,0.636 +LS,102517527010661,gompit,20,0.937 +LS,102517527010661,gompit,25,1.167 +LS,102517527010661,gompit,30,1.39 +LS,102517527010661,gompit,35,1.602 +LS,102517527010661,gompit,40,1.794 +LS,102517527010661,gompit,45,1.929 +LS,102517527010661,gompit,50,2.129 +LS,102517527010661,gompit,55,2.221 +LS,102517527010661,gompit,60,2.391 +LS,102517527010661,gompit,65,2.514 +LS,102517527010661,gompit,70,2.581 +LS,102517527010661,gompit,75,2.634 +LS,102517527010661,gompit,80,2.632 +LS,102517527010661,gompit,85,2.61 +LS,102517527010661,gompit,90,2.578 +LS,102517527010661,gompit,95,2.54 +LS,102517527010661,gompit,100,2.493 +LS,102513417010661,gompit,0,1.479 +LS,102513417010661,gompit,5,3.263 +LS,102513417010661,gompit,10,5.349 +LS,102513417010661,gompit,15,7.262 +LS,102513417010661,gompit,20,8.843 +LS,102513417010661,gompit,25,10.382 +LS,102513417010661,gompit,30,11.931 +LS,102513417010661,gompit,35,13.317 +LS,102513417010661,gompit,40,14.702 +LS,102513417010661,gompit,45,16.187 +LS,102513417010661,gompit,50,17.405 +LS,102513417010661,gompit,55,18.284 +LS,102513417010661,gompit,60,19.101 +LS,102513417010661,gompit,65,19.679 +LS,102513417010661,gompit,70,20.12 +LS,102513417010661,gompit,75,20.294 +LS,102513417010661,gompit,80,20.35 +LS,102513417010661,gompit,85,20.384 +LS,102513417010661,gompit,90,20.229 +LS,102513417010661,gompit,95,20.001 +LS,102513417010661,gompit,100,19.657 +LS,102508539010661,gompit,0,0.19 +LS,102508539010661,gompit,5,0.269 +LS,102508539010661,gompit,10,0.37 +LS,102508539010661,gompit,15,0.436 +LS,102508539010661,gompit,20,0.525 +LS,102508539010661,gompit,25,0.641 +LS,102508539010661,gompit,30,0.78 +LS,102508539010661,gompit,35,0.944 +LS,102508539010661,gompit,40,1.187 +LS,102508539010661,gompit,45,1.388 +LS,102508539010661,gompit,50,1.62 +LS,102508539010661,gompit,55,1.87 +LS,102508539010661,gompit,60,2.183 +LS,102508539010661,gompit,65,2.808 +LS,102508539010661,gompit,70,3.267 +LS,102508539010661,gompit,75,3.787 +LS,102508539010661,gompit,80,4.474 +LS,102508539010661,gompit,85,5.156 +LS,102508539010661,gompit,90,5.732 +LS,102508539010661,gompit,95,6.37 +LS,102508539010661,gompit,100,7.204 +LS,102510345010661,gompit,0,0.018 +LS,102510345010661,gompit,5,0.063 +LS,102510345010661,gompit,10,0.146 +LS,102510345010661,gompit,15,0.231 +LS,102510345010661,gompit,20,0.267 +LS,102510345010661,gompit,25,0.306 +LS,102510345010661,gompit,30,0.336 +LS,102510345010661,gompit,35,0.373 +LS,102510345010661,gompit,40,0.412 +LS,102510345010661,gompit,45,0.452 +LS,102510345010661,gompit,50,0.487 +LS,102510345010661,gompit,55,0.515 +LS,102510345010661,gompit,60,0.548 +LS,102510345010661,gompit,65,0.587 +LS,102510345010661,gompit,70,0.637 +LS,102510345010661,gompit,75,0.668 +LS,102510345010661,gompit,80,0.692 +LS,102510345010661,gompit,85,0.713 +LS,102510345010661,gompit,90,0.738 +LS,102510345010661,gompit,95,0.784 +LS,102510345010661,gompit,100,0.792 +LS,102514494010661,gompit,0,0.323 +LS,102514494010661,gompit,5,0.771 +LS,102514494010661,gompit,10,1.455 +LS,102514494010661,gompit,15,2.182 +LS,102514494010661,gompit,20,2.883 +LS,102514494010661,gompit,25,3.502 +LS,102514494010661,gompit,30,4.175 +LS,102514494010661,gompit,35,4.803 +LS,102514494010661,gompit,40,5.498 +LS,102514494010661,gompit,45,6.131 +LS,102514494010661,gompit,50,6.765 +LS,102514494010661,gompit,55,7.558 +LS,102514494010661,gompit,60,8.558 +LS,102514494010661,gompit,65,9.61 +LS,102514494010661,gompit,70,10.663 +LS,102514494010661,gompit,75,11.86 +LS,102514494010661,gompit,80,12.969 +LS,102514494010661,gompit,85,14.299 +LS,102514494010661,gompit,90,15.687 +LS,102514494010661,gompit,95,17.157 +LS,102514494010661,gompit,100,18.725 +LS,102516444010661,gompit,0,0.911 +LS,102516444010661,gompit,5,1.521 +LS,102516444010661,gompit,10,1.986 +LS,102516444010661,gompit,15,2.407 +LS,102516444010661,gompit,20,2.859 +LS,102516444010661,gompit,25,3.323 +LS,102516444010661,gompit,30,3.835 +LS,102516444010661,gompit,35,4.244 +LS,102516444010661,gompit,40,4.725 +LS,102516444010661,gompit,45,5.296 +LS,102516444010661,gompit,50,5.803 +LS,102516444010661,gompit,55,6.55 +LS,102516444010661,gompit,60,7.323 +LS,102516444010661,gompit,65,8.008 +LS,102516444010661,gompit,70,8.81 +LS,102516444010661,gompit,75,9.706 +LS,102516444010661,gompit,80,10.636 +LS,102516444010661,gompit,85,11.703 +LS,102516444010661,gompit,90,12.829 +LS,102516444010661,gompit,95,14.037 +LS,102516444010661,gompit,100,15.119 +LS,102512778010661,gompit,0,0.192 +LS,102512778010661,gompit,5,0.254 +LS,102512778010661,gompit,10,0.304 +LS,102512778010661,gompit,15,0.392 +LS,102512778010661,gompit,20,0.503 +LS,102512778010661,gompit,25,0.562 +LS,102512778010661,gompit,30,0.644 +LS,102512778010661,gompit,35,0.748 +LS,102512778010661,gompit,40,0.839 +LS,102512778010661,gompit,45,0.969 +LS,102512778010661,gompit,50,1.114 +LS,102512778010661,gompit,55,1.278 +LS,102512778010661,gompit,60,1.559 +LS,102512778010661,gompit,65,1.76 +LS,102512778010661,gompit,70,1.926 +LS,102512778010661,gompit,75,2.093 +LS,102512778010661,gompit,80,2.263 +LS,102512778010661,gompit,85,2.603 +LS,102512778010661,gompit,90,2.727 +LS,102512778010661,gompit,95,2.883 +LS,102512778010661,gompit,100,3.04 +LS,102515961010661,gompit,0,2.639 +LS,102515961010661,gompit,5,4.027 +LS,102515961010661,gompit,10,5.365 +LS,102515961010661,gompit,15,6.647 +LS,102515961010661,gompit,20,7.77 +LS,102515961010661,gompit,25,8.838 +LS,102515961010661,gompit,30,9.926 +LS,102515961010661,gompit,35,11.215 +LS,102515961010661,gompit,40,12.722 +LS,102515961010661,gompit,45,14.271 +LS,102515961010661,gompit,50,15.875 +LS,102515961010661,gompit,55,17.641 +LS,102515961010661,gompit,60,19.481 +LS,102515961010661,gompit,65,21.532 +LS,102515961010661,gompit,70,23.543 +LS,102515961010661,gompit,75,26.103 +LS,102515961010661,gompit,80,28.774 +LS,102515961010661,gompit,85,31.702 +LS,102515961010661,gompit,90,34.369 +LS,102515961010661,gompit,95,37.212 +LS,102515961010661,gompit,100,40.071 +LS,102508527010661,gompit,0,0.443 +LS,102508527010661,gompit,5,0.691 +LS,102508527010661,gompit,10,0.936 +LS,102508527010661,gompit,15,1.139 +LS,102508527010661,gompit,20,1.365 +LS,102508527010661,gompit,25,1.575 +LS,102508527010661,gompit,30,1.794 +LS,102508527010661,gompit,35,2.02 +LS,102508527010661,gompit,40,2.344 +LS,102508527010661,gompit,45,2.673 +LS,102508527010661,gompit,50,3.109 +LS,102508527010661,gompit,55,3.525 +LS,102508527010661,gompit,60,4.026 +LS,102508527010661,gompit,65,4.411 +LS,102508527010661,gompit,70,4.977 +LS,102508527010661,gompit,75,5.64 +LS,102508527010661,gompit,80,6.117 +LS,102508527010661,gompit,85,6.746 +LS,102508527010661,gompit,90,7.646 +LS,102508527010661,gompit,95,8.266 +LS,102508527010661,gompit,100,8.934 +LS,102508533010661,gompit,0,2.84 +LS,102508533010661,gompit,5,4.79 +LS,102508533010661,gompit,10,7.13 +LS,102508533010661,gompit,15,9.751 +LS,102508533010661,gompit,20,12.554 +LS,102508533010661,gompit,25,15.364 +LS,102508533010661,gompit,30,18.409 +LS,102508533010661,gompit,35,21.713 +LS,102508533010661,gompit,40,25.46 +LS,102508533010661,gompit,45,29.16 +LS,102508533010661,gompit,50,33.298 +LS,102508533010661,gompit,55,37.502 +LS,102508533010661,gompit,60,42.148 +LS,102508533010661,gompit,65,47.132 +LS,102508533010661,gompit,70,52.084 +LS,102508533010661,gompit,75,56.851 +LS,102508533010661,gompit,80,61.678 +LS,102508533010661,gompit,85,66.746 +LS,102508533010661,gompit,90,71.81 +LS,102508533010661,gompit,95,76.919 +LS,102508533010661,gompit,100,82.116 +LS,102508542010661,gompit,0,0.674 +LS,102508542010661,gompit,5,1.217 +LS,102508542010661,gompit,10,1.959 +LS,102508542010661,gompit,15,2.817 +LS,102508542010661,gompit,20,3.716 +LS,102508542010661,gompit,25,4.724 +LS,102508542010661,gompit,30,5.798 +LS,102508542010661,gompit,35,6.926 +LS,102508542010661,gompit,40,8.004 +LS,102508542010661,gompit,45,9.149 +LS,102508542010661,gompit,50,10.31 +LS,102508542010661,gompit,55,11.546 +LS,102508542010661,gompit,60,13.039 +LS,102508542010661,gompit,65,14.587 +LS,102508542010661,gompit,70,16.475 +LS,102508542010661,gompit,75,18.226 +LS,102508542010661,gompit,80,20.208 +LS,102508542010661,gompit,85,22.124 +LS,102508542010661,gompit,90,24.095 +LS,102508542010661,gompit,95,26.268 +LS,102508542010661,gompit,100,28.139 +LS,102515628010661,gompit,0,0.161 +LS,102515628010661,gompit,5,0.289 +LS,102515628010661,gompit,10,0.405 +LS,102515628010661,gompit,15,0.48 +LS,102515628010661,gompit,20,0.509 +LS,102515628010661,gompit,25,0.527 +LS,102515628010661,gompit,30,0.519 +LS,102515628010661,gompit,35,0.519 +LS,102515628010661,gompit,40,0.519 +LS,102515628010661,gompit,45,0.504 +LS,102515628010661,gompit,50,0.487 +LS,102515628010661,gompit,55,0.47 +LS,102515628010661,gompit,60,0.456 +LS,102515628010661,gompit,65,0.438 +LS,102515628010661,gompit,70,0.51 +LS,102515628010661,gompit,75,0.583 +LS,102515628010661,gompit,80,0.66 +LS,102515628010661,gompit,85,0.747 +LS,102515628010661,gompit,90,0.839 +LS,102515628010661,gompit,95,0.93 +LS,102515628010661,gompit,100,1.034 +LS,102507528010661,gompit,0,0.442 +LS,102507528010661,gompit,5,0.68 +LS,102507528010661,gompit,10,0.896 +LS,102507528010661,gompit,15,1.147 +LS,102507528010661,gompit,20,1.457 +LS,102507528010661,gompit,25,1.757 +LS,102507528010661,gompit,30,2.145 +LS,102507528010661,gompit,35,2.674 +LS,102507528010661,gompit,40,3.281 +LS,102507528010661,gompit,45,3.846 +LS,102507528010661,gompit,50,4.515 +LS,102507528010661,gompit,55,5.397 +LS,102507528010661,gompit,60,6.28 +LS,102507528010661,gompit,65,7.416 +LS,102507528010661,gompit,70,8.604 +LS,102507528010661,gompit,75,9.796 +LS,102507528010661,gompit,80,11.325 +LS,102507528010661,gompit,85,12.761 +LS,102507528010661,gompit,90,14.236 +LS,102507528010661,gompit,95,15.872 +LS,102507528010661,gompit,100,17.503 +LS,102515124010661,gompit,0,0.423 +LS,102515124010661,gompit,5,1.122 +LS,102515124010661,gompit,10,2.156 +LS,102515124010661,gompit,15,3.027 +LS,102515124010661,gompit,20,3.612 +LS,102515124010661,gompit,25,4.343 +LS,102515124010661,gompit,30,5.128 +LS,102515124010661,gompit,35,5.93 +LS,102515124010661,gompit,40,6.731 +LS,102515124010661,gompit,45,7.577 +LS,102515124010661,gompit,50,8.925 +LS,102515124010661,gompit,55,10.123 +LS,102515124010661,gompit,60,11.819 +LS,102515124010661,gompit,65,13.329 +LS,102515124010661,gompit,70,14.801 +LS,102515124010661,gompit,75,16.784 +LS,102515124010661,gompit,80,18.218 +LS,102515124010661,gompit,85,20.169 +LS,102515124010661,gompit,90,21.8 +LS,102515124010661,gompit,95,23.684 +LS,102515124010661,gompit,100,25.424 +LS,102515979010661,gompit,0,1.341 +LS,102515979010661,gompit,5,2.652 +LS,102515979010661,gompit,10,4.464 +LS,102515979010661,gompit,15,6.49 +LS,102515979010661,gompit,20,8.537 +LS,102515979010661,gompit,25,10.594 +LS,102515979010661,gompit,30,12.661 +LS,102515979010661,gompit,35,14.926 +LS,102515979010661,gompit,40,17.438 +LS,102515979010661,gompit,45,20.277 +LS,102515979010661,gompit,50,23.525 +LS,102515979010661,gompit,55,26.761 +LS,102515979010661,gompit,60,30.382 +LS,102515979010661,gompit,65,34.746 +LS,102515979010661,gompit,70,39.632 +LS,102515979010661,gompit,75,44.706 +LS,102515979010661,gompit,80,50.611 +LS,102515979010661,gompit,85,55.96 +LS,102515979010661,gompit,90,61.504 +LS,102515979010661,gompit,95,67.392 +LS,102515979010661,gompit,100,73.485 +LS,102518310010661,gompit,0,0.224 +LS,102518310010661,gompit,5,0.574 +LS,102518310010661,gompit,10,1.074 +LS,102518310010661,gompit,15,1.695 +LS,102518310010661,gompit,20,2.329 +LS,102518310010661,gompit,25,3.013 +LS,102518310010661,gompit,30,3.658 +LS,102518310010661,gompit,35,4.419 +LS,102518310010661,gompit,40,5.271 +LS,102518310010661,gompit,45,6.339 +LS,102518310010661,gompit,50,7.601 +LS,102518310010661,gompit,55,8.981 +LS,102518310010661,gompit,60,10.514 +LS,102518310010661,gompit,65,12.226 +LS,102518310010661,gompit,70,13.983 +LS,102518310010661,gompit,75,16.715 +LS,102518310010661,gompit,80,18.404 +LS,102518310010661,gompit,85,20.448 +LS,102518310010661,gompit,90,22.859 +LS,102518310010661,gompit,95,25.596 +LS,102518310010661,gompit,100,27.333 +LS,102508287010661,gompit,0,0.339 +LS,102508287010661,gompit,5,0.48 +LS,102508287010661,gompit,10,0.653 +LS,102508287010661,gompit,15,0.891 +LS,102508287010661,gompit,20,1.173 +LS,102508287010661,gompit,25,1.517 +LS,102508287010661,gompit,30,1.897 +LS,102508287010661,gompit,35,2.277 +LS,102508287010661,gompit,40,2.67 +LS,102508287010661,gompit,45,3.17 +LS,102508287010661,gompit,50,3.758 +LS,102508287010661,gompit,55,4.432 +LS,102508287010661,gompit,60,5.171 +LS,102508287010661,gompit,65,6.121 +LS,102508287010661,gompit,70,7.045 +LS,102508287010661,gompit,75,7.917 +LS,102508287010661,gompit,80,8.684 +LS,102508287010661,gompit,85,9.41 +LS,102508287010661,gompit,90,10.474 +LS,102508287010661,gompit,95,11.537 +LS,102508287010661,gompit,100,12.561 +LS,102509550010661,gompit,0,0.176 +LS,102509550010661,gompit,5,0.327 +LS,102509550010661,gompit,10,0.513 +LS,102509550010661,gompit,15,0.716 +LS,102509550010661,gompit,20,0.91 +LS,102509550010661,gompit,25,1.088 +LS,102509550010661,gompit,30,1.266 +LS,102509550010661,gompit,35,1.536 +LS,102509550010661,gompit,40,1.74 +LS,102509550010661,gompit,45,1.979 +LS,102509550010661,gompit,50,2.306 +LS,102509550010661,gompit,55,2.573 +LS,102509550010661,gompit,60,3.126 +LS,102509550010661,gompit,65,3.598 +LS,102509550010661,gompit,70,3.999 +LS,102509550010661,gompit,75,4.451 +LS,102509550010661,gompit,80,4.971 +LS,102509550010661,gompit,85,5.552 +LS,102509550010661,gompit,90,6.128 +LS,102509550010661,gompit,95,6.783 +LS,102509550010661,gompit,100,7.232 +LS,102509595010661,gompit,0,0.937 +LS,102509595010661,gompit,5,1.628 +LS,102509595010661,gompit,10,2.277 +LS,102509595010661,gompit,15,2.86 +LS,102509595010661,gompit,20,3.419 +LS,102509595010661,gompit,25,4.026 +LS,102509595010661,gompit,30,4.613 +LS,102509595010661,gompit,35,5.145 +LS,102509595010661,gompit,40,5.64 +LS,102509595010661,gompit,45,6.21 +LS,102509595010661,gompit,50,6.841 +LS,102509595010661,gompit,55,7.46 +LS,102509595010661,gompit,60,8.072 +LS,102509595010661,gompit,65,8.76 +LS,102509595010661,gompit,70,9.485 +LS,102509595010661,gompit,75,10.448 +LS,102509595010661,gompit,80,11.336 +LS,102509595010661,gompit,85,12.303 +LS,102509595010661,gompit,90,13.33 +LS,102509595010661,gompit,95,14.275 +LS,102509595010661,gompit,100,15.246 +LS,102510237010661,gompit,0,0.52 +LS,102510237010661,gompit,5,0.976 +LS,102510237010661,gompit,10,1.54 +LS,102510237010661,gompit,15,2.115 +LS,102510237010661,gompit,20,2.572 +LS,102510237010661,gompit,25,2.996 +LS,102510237010661,gompit,30,3.433 +LS,102510237010661,gompit,35,3.766 +LS,102510237010661,gompit,40,4.089 +LS,102510237010661,gompit,45,4.49 +LS,102510237010661,gompit,50,4.758 +LS,102510237010661,gompit,55,5.159 +LS,102510237010661,gompit,60,5.469 +LS,102510237010661,gompit,65,5.734 +LS,102510237010661,gompit,70,5.968 +LS,102510237010661,gompit,75,6.223 +LS,102510237010661,gompit,80,6.554 +LS,102510237010661,gompit,85,6.79 +LS,102510237010661,gompit,90,7.175 +LS,102510237010661,gompit,95,7.667 +LS,102510237010661,gompit,100,8.079 +LS,102509142010661,gompit,0,0.082 +LS,102509142010661,gompit,5,0.164 +LS,102509142010661,gompit,10,0.256 +LS,102509142010661,gompit,15,0.328 +LS,102509142010661,gompit,20,0.413 +LS,102509142010661,gompit,25,0.495 +LS,102509142010661,gompit,30,0.557 +LS,102509142010661,gompit,35,0.626 +LS,102509142010661,gompit,40,0.673 +LS,102509142010661,gompit,45,0.765 +LS,102509142010661,gompit,50,0.823 +LS,102509142010661,gompit,55,0.909 +LS,102509142010661,gompit,60,1.026 +LS,102509142010661,gompit,65,1.094 +LS,102509142010661,gompit,70,1.165 +LS,102509142010661,gompit,75,1.283 +LS,102509142010661,gompit,80,1.389 +LS,102509142010661,gompit,85,1.524 +LS,102509142010661,gompit,90,1.661 +LS,102509142010661,gompit,95,1.849 +LS,102509142010661,gompit,100,1.943 +LS,102509130010661,gompit,0,0.331 +LS,102509130010661,gompit,5,0.467 +LS,102509130010661,gompit,10,0.637 +LS,102509130010661,gompit,15,0.827 +LS,102509130010661,gompit,20,0.942 +LS,102509130010661,gompit,25,1.007 +LS,102509130010661,gompit,30,1.106 +LS,102509130010661,gompit,35,1.166 +LS,102509130010661,gompit,40,1.279 +LS,102509130010661,gompit,45,1.391 +LS,102509130010661,gompit,50,1.543 +LS,102509130010661,gompit,55,1.641 +LS,102509130010661,gompit,60,1.827 +LS,102509130010661,gompit,65,1.972 +LS,102509130010661,gompit,70,2.116 +LS,102509130010661,gompit,75,2.288 +LS,102509130010661,gompit,80,2.432 +LS,102509130010661,gompit,85,2.599 +LS,102509130010661,gompit,90,2.794 +LS,102509130010661,gompit,95,3.101 +LS,102509130010661,gompit,100,3.351 +LS,102516783010661,gompit,0,0.047 +LS,102516783010661,gompit,5,0.161 +LS,102516783010661,gompit,10,0.305 +LS,102516783010661,gompit,15,0.463 +LS,102516783010661,gompit,20,0.627 +LS,102516783010661,gompit,25,0.809 +LS,102516783010661,gompit,30,1.085 +LS,102516783010661,gompit,35,1.368 +LS,102516783010661,gompit,40,1.755 +LS,102516783010661,gompit,45,2.269 +LS,102516783010661,gompit,50,2.832 +LS,102516783010661,gompit,55,3.633 +LS,102516783010661,gompit,60,4.365 +LS,102516783010661,gompit,65,5.118 +LS,102516783010661,gompit,70,5.875 +LS,102516783010661,gompit,75,6.633 +LS,102516783010661,gompit,80,7.468 +LS,102516783010661,gompit,85,8.394 +LS,102516783010661,gompit,90,9.368 +LS,102516783010661,gompit,95,10.12 +LS,102516783010661,gompit,100,10.862 +LS,102507354010661,gompit,0,0.496 +LS,102507354010661,gompit,5,1.003 +LS,102507354010661,gompit,10,1.704 +LS,102507354010661,gompit,15,2.46 +LS,102507354010661,gompit,20,3.329 +LS,102507354010661,gompit,25,4.209 +LS,102507354010661,gompit,30,4.973 +LS,102507354010661,gompit,35,5.96 +LS,102507354010661,gompit,40,7.201 +LS,102507354010661,gompit,45,8.652 +LS,102507354010661,gompit,50,10.249 +LS,102507354010661,gompit,55,11.761 +LS,102507354010661,gompit,60,13.883 +LS,102507354010661,gompit,65,16.134 +LS,102507354010661,gompit,70,18.436 +LS,102507354010661,gompit,75,20.825 +LS,102507354010661,gompit,80,23.759 +LS,102507354010661,gompit,85,26.888 +LS,102507354010661,gompit,90,29.847 +LS,102507354010661,gompit,95,32.934 +LS,102507354010661,gompit,100,36.383 +LS,102512994010661,gompit,0,0.182 +LS,102512994010661,gompit,5,0.383 +LS,102512994010661,gompit,10,0.721 +LS,102512994010661,gompit,15,1.233 +LS,102512994010661,gompit,20,1.944 +LS,102512994010661,gompit,25,2.797 +LS,102512994010661,gompit,30,3.761 +LS,102512994010661,gompit,35,4.892 +LS,102512994010661,gompit,40,6.103 +LS,102512994010661,gompit,45,7.753 +LS,102512994010661,gompit,50,9.531 +LS,102512994010661,gompit,55,11.584 +LS,102512994010661,gompit,60,13.679 +LS,102512994010661,gompit,65,15.818 +LS,102512994010661,gompit,70,17.99 +LS,102512994010661,gompit,75,20.231 +LS,102512994010661,gompit,80,22.324 +LS,102512994010661,gompit,85,24.25 +LS,102512994010661,gompit,90,26.335 +LS,102512994010661,gompit,95,28.871 +LS,102512994010661,gompit,100,31.634 +LS,102512985010661,gompit,0,0.248 +LS,102512985010661,gompit,5,0.582 +LS,102512985010661,gompit,10,1.076 +LS,102512985010661,gompit,15,1.659 +LS,102512985010661,gompit,20,2.277 +LS,102512985010661,gompit,25,2.823 +LS,102512985010661,gompit,30,3.265 +LS,102512985010661,gompit,35,3.846 +LS,102512985010661,gompit,40,4.447 +LS,102512985010661,gompit,45,5.154 +LS,102512985010661,gompit,50,5.843 +LS,102512985010661,gompit,55,6.538 +LS,102512985010661,gompit,60,7.199 +LS,102512985010661,gompit,65,7.937 +LS,102512985010661,gompit,70,8.94 +LS,102512985010661,gompit,75,9.857 +LS,102512985010661,gompit,80,10.819 +LS,102512985010661,gompit,85,11.64 +LS,102512985010661,gompit,90,12.464 +LS,102512985010661,gompit,95,13.394 +LS,102512985010661,gompit,100,14.216 +LS,102511482010661,gompit,0,0.0 +LS,102511479010661,gompit,0,0.0 +LS,102511491010661,gompit,0,0.838 +LS,102511491010661,gompit,5,1.431 +LS,102511491010661,gompit,10,2.179 +LS,102511491010661,gompit,15,2.981 +LS,102511491010661,gompit,20,3.873 +LS,102511491010661,gompit,25,4.809 +LS,102511491010661,gompit,30,5.663 +LS,102511491010661,gompit,35,6.559 +LS,102511491010661,gompit,40,7.603 +LS,102511491010661,gompit,45,8.872 +LS,102511491010661,gompit,50,9.981 +LS,102511491010661,gompit,55,11.208 +LS,102511491010661,gompit,60,12.719 +LS,102511491010661,gompit,65,14.23 +LS,102511491010661,gompit,70,15.896 +LS,102511491010661,gompit,75,17.851 +LS,102511491010661,gompit,80,19.714 +LS,102511491010661,gompit,85,21.891 +LS,102511491010661,gompit,90,23.715 +LS,102511491010661,gompit,95,25.719 +LS,102511491010661,gompit,100,27.702 +LS,102509880010661,gompit,0,0.095 +LS,102509880010661,gompit,5,0.343 +LS,102509880010661,gompit,10,0.763 +LS,102509880010661,gompit,15,1.191 +LS,102509880010661,gompit,20,1.52 +LS,102509880010661,gompit,25,1.824 +LS,102509880010661,gompit,30,2.099 +LS,102509880010661,gompit,35,2.376 +LS,102509880010661,gompit,40,2.6 +LS,102509880010661,gompit,45,2.829 +LS,102509880010661,gompit,50,3.059 +LS,102509880010661,gompit,55,3.354 +LS,102509880010661,gompit,60,3.553 +LS,102509880010661,gompit,65,3.735 +LS,102509880010661,gompit,70,3.837 +LS,102509880010661,gompit,75,3.972 +LS,102509880010661,gompit,80,4.044 +LS,102509880010661,gompit,85,4.137 +LS,102509880010661,gompit,90,4.183 +LS,102509880010661,gompit,95,4.207 +LS,102509880010661,gompit,100,4.222 +LS,102518043010661,gompit,0,0.318 +LS,102518043010661,gompit,5,0.599 +LS,102518043010661,gompit,10,0.964 +LS,102518043010661,gompit,15,1.406 +LS,102518043010661,gompit,20,1.716 +LS,102518043010661,gompit,25,2.127 +LS,102518043010661,gompit,30,2.464 +LS,102518043010661,gompit,35,2.732 +LS,102518043010661,gompit,40,2.962 +LS,102518043010661,gompit,45,3.215 +LS,102518043010661,gompit,50,3.465 +LS,102518043010661,gompit,55,3.774 +LS,102518043010661,gompit,60,4.054 +LS,102518043010661,gompit,65,4.349 +LS,102518043010661,gompit,70,4.549 +LS,102518043010661,gompit,75,4.641 +LS,102518043010661,gompit,80,4.853 +LS,102518043010661,gompit,85,5.004 +LS,102518043010661,gompit,90,5.197 +LS,102518043010661,gompit,95,5.4 +LS,102518043010661,gompit,100,5.491 +LS,102508047010661,gompit,0,0.578 +LS,102508047010661,gompit,5,0.783 +LS,102508047010661,gompit,10,0.921 +LS,102508047010661,gompit,15,1.082 +LS,102508047010661,gompit,20,1.283 +LS,102508047010661,gompit,25,1.482 +LS,102508047010661,gompit,30,1.763 +LS,102508047010661,gompit,35,2.096 +LS,102508047010661,gompit,40,2.505 +LS,102508047010661,gompit,45,2.835 +LS,102508047010661,gompit,50,3.24 +LS,102508047010661,gompit,55,3.62 +LS,102508047010661,gompit,60,4.191 +LS,102508047010661,gompit,65,4.765 +LS,102508047010661,gompit,70,5.511 +LS,102508047010661,gompit,75,6.27 +LS,102508047010661,gompit,80,7.232 +LS,102508047010661,gompit,85,8.13 +LS,102508047010661,gompit,90,9.234 +LS,102508047010661,gompit,95,10.409 +LS,102508047010661,gompit,100,11.545 +LS,102507270010661,gompit,0,0.029 +LS,102507270010661,gompit,5,0.067 +LS,102507270010661,gompit,10,0.105 +LS,102507270010661,gompit,15,0.109 +LS,102507270010661,gompit,20,0.108 +LS,102507270010661,gompit,25,0.106 +LS,102507270010661,gompit,30,0.102 +LS,102507270010661,gompit,35,0.101 +LS,102507270010661,gompit,40,0.123 +LS,102507270010661,gompit,45,0.159 +LS,102507270010661,gompit,50,0.233 +LS,102507270010661,gompit,55,0.331 +LS,102507270010661,gompit,60,0.425 +LS,102507270010661,gompit,65,0.528 +LS,102507270010661,gompit,70,0.617 +LS,102507270010661,gompit,75,0.696 +LS,102507270010661,gompit,80,0.817 +LS,102507270010661,gompit,85,0.955 +LS,102507270010661,gompit,90,1.109 +LS,102507270010661,gompit,95,1.263 +LS,102507270010661,gompit,100,1.435 +LS,107863622010661,gompit,0,0.972 +LS,107863622010661,gompit,5,1.631 +LS,107863622010661,gompit,10,2.254 +LS,107863622010661,gompit,15,2.834 +LS,107863622010661,gompit,20,3.475 +LS,107863622010661,gompit,25,4.274 +LS,107863622010661,gompit,30,5.13 +LS,107863622010661,gompit,35,6.107 +LS,107863622010661,gompit,40,7.322 +LS,107863622010661,gompit,45,8.459 +LS,107863622010661,gompit,50,9.869 +LS,107863622010661,gompit,55,11.341 +LS,107863622010661,gompit,60,13.142 +LS,107863622010661,gompit,65,15.047 +LS,107863622010661,gompit,70,17.507 +LS,107863622010661,gompit,75,19.671 +LS,107863622010661,gompit,80,22.153 +LS,107863622010661,gompit,85,24.59 +LS,107863622010661,gompit,90,27.284 +LS,107863622010661,gompit,95,30.1 +LS,107863622010661,gompit,100,33.243 +LS,107862917010661,gompit,0,0.196 +LS,107862917010661,gompit,5,0.38 +LS,107862917010661,gompit,10,0.626 +LS,107862917010661,gompit,15,0.953 +LS,107862917010661,gompit,20,1.508 +LS,107862917010661,gompit,25,2.266 +LS,107862917010661,gompit,30,2.98 +LS,107862917010661,gompit,35,3.679 +LS,107862917010661,gompit,40,4.484 +LS,107862917010661,gompit,45,5.071 +LS,107862917010661,gompit,50,5.766 +LS,107862917010661,gompit,55,6.208 +LS,107862917010661,gompit,60,6.619 +LS,107862917010661,gompit,65,6.958 +LS,107862917010661,gompit,70,7.236 +LS,107862917010661,gompit,75,7.489 +LS,107862917010661,gompit,80,7.694 +LS,107862917010661,gompit,85,7.886 +LS,107862917010661,gompit,90,7.983 +LS,107862917010661,gompit,95,8.021 +LS,107862917010661,gompit,100,8.005 +LS,107862920010661,gompit,0,0.0 +LS,102511266010661,gompit,0,0.0 +LS,102508989010661,gompit,0,0.43 +LS,102508989010661,gompit,5,0.644 +LS,102508989010661,gompit,10,0.857 +LS,102508989010661,gompit,15,1.03 +LS,102508989010661,gompit,20,1.159 +LS,102508989010661,gompit,25,1.28 +LS,102508989010661,gompit,30,1.411 +LS,102508989010661,gompit,35,1.536 +LS,102508989010661,gompit,40,1.658 +LS,102508989010661,gompit,45,1.733 +LS,102508989010661,gompit,50,1.833 +LS,102508989010661,gompit,55,1.903 +LS,102508989010661,gompit,60,1.94 +LS,102508989010661,gompit,65,1.957 +LS,102508989010661,gompit,70,1.993 +LS,102508989010661,gompit,75,2.006 +LS,102508989010661,gompit,80,2.013 +LS,102508989010661,gompit,85,2.023 +LS,102508989010661,gompit,90,1.992 +LS,102508989010661,gompit,95,1.949 +LS,102508989010661,gompit,100,1.91 +LS,102512865010661,gompit,0,0.029 +LS,102512865010661,gompit,5,0.162 +LS,102512865010661,gompit,10,0.418 +LS,102512865010661,gompit,15,0.642 +LS,102512865010661,gompit,20,0.776 +LS,102512865010661,gompit,25,0.881 +LS,102512865010661,gompit,30,0.937 +LS,102512865010661,gompit,35,1.059 +LS,102512865010661,gompit,40,1.138 +LS,102512865010661,gompit,45,1.186 +LS,102512865010661,gompit,50,1.257 +LS,102512865010661,gompit,55,1.342 +LS,102512865010661,gompit,60,1.383 +LS,102512865010661,gompit,65,1.414 +LS,102512865010661,gompit,70,1.408 +LS,102512865010661,gompit,75,1.42 +LS,102512865010661,gompit,80,1.466 +LS,102512865010661,gompit,85,1.488 +LS,102512865010661,gompit,90,1.448 +LS,102512865010661,gompit,95,1.436 +LS,102512865010661,gompit,100,1.413 +LS,102509421010661,gompit,0,0.888 +LS,102509421010661,gompit,5,1.254 +LS,102509421010661,gompit,10,1.525 +LS,102509421010661,gompit,15,1.847 +LS,102509421010661,gompit,20,2.036 +LS,102509421010661,gompit,25,2.15 +LS,102509421010661,gompit,30,2.239 +LS,102509421010661,gompit,35,2.296 +LS,102509421010661,gompit,40,2.404 +LS,102509421010661,gompit,45,2.405 +LS,102509421010661,gompit,50,2.416 +LS,102509421010661,gompit,55,2.435 +LS,102509421010661,gompit,60,2.437 +LS,102509421010661,gompit,65,2.389 +LS,102509421010661,gompit,70,2.326 +LS,102509421010661,gompit,75,2.244 +LS,102509421010661,gompit,80,2.162 +LS,102509421010661,gompit,85,2.046 +LS,102509421010661,gompit,90,1.924 +LS,102509421010661,gompit,95,1.827 +LS,102509421010661,gompit,100,1.703 +LS,102515922010661,gompit,0,0.066 +LS,102515922010661,gompit,5,0.178 +LS,102515922010661,gompit,10,0.347 +LS,102515922010661,gompit,15,0.575 +LS,102515922010661,gompit,20,0.85 +LS,102515922010661,gompit,25,1.037 +LS,102515922010661,gompit,30,1.272 +LS,102515922010661,gompit,35,1.53 +LS,102515922010661,gompit,40,1.742 +LS,102515922010661,gompit,45,2.019 +LS,102515922010661,gompit,50,2.219 +LS,102515922010661,gompit,55,2.613 +LS,102515922010661,gompit,60,2.927 +LS,102515922010661,gompit,65,3.267 +LS,102515922010661,gompit,70,3.656 +LS,102515922010661,gompit,75,4.011 +LS,102515922010661,gompit,80,4.46 +LS,102515922010661,gompit,85,5.009 +LS,102515922010661,gompit,90,5.592 +LS,102515922010661,gompit,95,6.165 +LS,102515922010661,gompit,100,6.787 +LS,107863202010661,gompit,0,0.0 +LS,190058499010661,gompit,0,0.251 +LS,190058499010661,gompit,5,0.72 +LS,190058499010661,gompit,10,1.421 +LS,190058499010661,gompit,15,1.832 +LS,190058499010661,gompit,20,1.91 +LS,190058499010661,gompit,25,1.911 +LS,190058499010661,gompit,30,1.871 +LS,190058499010661,gompit,35,1.824 +LS,190058499010661,gompit,40,1.748 +LS,190058499010661,gompit,45,1.676 +LS,190058499010661,gompit,50,1.605 +LS,190058499010661,gompit,55,1.541 +LS,190058499010661,gompit,60,1.467 +LS,190058499010661,gompit,65,1.402 +LS,190058499010661,gompit,70,1.333 +LS,190058499010661,gompit,75,1.266 +LS,190058499010661,gompit,80,1.206 +LS,190058499010661,gompit,85,1.145 +LS,190058499010661,gompit,90,1.079 +LS,190058499010661,gompit,95,1.022 +LS,190058499010661,gompit,100,0.962 +LS,168979047010661,gompit,0,0.492 +LS,168979047010661,gompit,5,0.994 +LS,168979047010661,gompit,10,1.736 +LS,168979047010661,gompit,15,2.711 +LS,168979047010661,gompit,20,3.665 +LS,168979047010661,gompit,25,4.592 +LS,168979047010661,gompit,30,5.383 +LS,168979047010661,gompit,35,6.261 +LS,168979047010661,gompit,40,7.236 +LS,168979047010661,gompit,45,8.407 +LS,168979047010661,gompit,50,9.54 +LS,168979047010661,gompit,55,10.842 +LS,168979047010661,gompit,60,12.391 +LS,168979047010661,gompit,65,14.326 +LS,168979047010661,gompit,70,16.271 +LS,168979047010661,gompit,75,18.351 +LS,168979047010661,gompit,80,21.398 +LS,168979047010661,gompit,85,24.572 +LS,168979047010661,gompit,90,27.805 +LS,168979047010661,gompit,95,31.665 +LS,168979047010661,gompit,100,35.635 +LS,102517440010661,gompit,0,0.428 +LS,102517440010661,gompit,5,1.171 +LS,102517440010661,gompit,10,2.228 +LS,102517440010661,gompit,15,3.194 +LS,102517440010661,gompit,20,4.407 +LS,102517440010661,gompit,25,5.419 +LS,102517440010661,gompit,30,6.166 +LS,102517440010661,gompit,35,6.781 +LS,102517440010661,gompit,40,7.265 +LS,102517440010661,gompit,45,7.753 +LS,102517440010661,gompit,50,7.994 +LS,102517440010661,gompit,55,8.19 +LS,102517440010661,gompit,60,8.468 +LS,102517440010661,gompit,65,8.63 +LS,102517440010661,gompit,70,8.838 +LS,102517440010661,gompit,75,8.962 +LS,102517440010661,gompit,80,8.932 +LS,102517440010661,gompit,85,8.882 +LS,102517440010661,gompit,90,8.801 +LS,102517440010661,gompit,95,8.611 +LS,102517440010661,gompit,100,8.362 +LS,102509733010661,gompit,0,0.535 +LS,102509733010661,gompit,5,1.132 +LS,102509733010661,gompit,10,1.643 +LS,102509733010661,gompit,15,2.229 +LS,102509733010661,gompit,20,2.844 +LS,102509733010661,gompit,25,3.377 +LS,102509733010661,gompit,30,3.933 +LS,102509733010661,gompit,35,4.479 +LS,102509733010661,gompit,40,5.119 +LS,102509733010661,gompit,45,5.727 +LS,102509733010661,gompit,50,6.391 +LS,102509733010661,gompit,55,7.073 +LS,102509733010661,gompit,60,7.752 +LS,102509733010661,gompit,65,8.663 +LS,102509733010661,gompit,70,9.477 +LS,102509733010661,gompit,75,10.487 +LS,102509733010661,gompit,80,11.61 +LS,102509733010661,gompit,85,12.752 +LS,102509733010661,gompit,90,14.142 +LS,102509733010661,gompit,95,15.442 +LS,102509733010661,gompit,100,16.678 +LS,102517665010661,gompit,0,0.722 +LS,102517665010661,gompit,5,0.977 +LS,102517665010661,gompit,10,1.278 +LS,102517665010661,gompit,15,1.735 +LS,102517665010661,gompit,20,2.166 +LS,102517665010661,gompit,25,2.635 +LS,102517665010661,gompit,30,3.086 +LS,102517665010661,gompit,35,3.667 +LS,102517665010661,gompit,40,4.349 +LS,102517665010661,gompit,45,5.257 +LS,102517665010661,gompit,50,6.301 +LS,102517665010661,gompit,55,7.509 +LS,102517665010661,gompit,60,8.612 +LS,102517665010661,gompit,65,9.83 +LS,102517665010661,gompit,70,11.124 +LS,102517665010661,gompit,75,12.569 +LS,102517665010661,gompit,80,14.168 +LS,102517665010661,gompit,85,15.771 +LS,102517665010661,gompit,90,17.183 +LS,102517665010661,gompit,95,18.617 +LS,102517665010661,gompit,100,20.292 +LS,102513777010661,gompit,0,1.022 +LS,102513777010661,gompit,5,2.352 +LS,102513777010661,gompit,10,4.067 +LS,102513777010661,gompit,15,5.572 +LS,102513777010661,gompit,20,6.502 +LS,102513777010661,gompit,25,7.143 +LS,102513777010661,gompit,30,7.805 +LS,102513777010661,gompit,35,8.437 +LS,102513777010661,gompit,40,9.06 +LS,102513777010661,gompit,45,9.649 +LS,102513777010661,gompit,50,10.364 +LS,102513777010661,gompit,55,10.979 +LS,102513777010661,gompit,60,11.564 +LS,102513777010661,gompit,65,12.061 +LS,102513777010661,gompit,70,12.534 +LS,102513777010661,gompit,75,12.861 +LS,102513777010661,gompit,80,13.232 +LS,102513777010661,gompit,85,13.417 +LS,102513777010661,gompit,90,13.744 +LS,102513777010661,gompit,95,13.92 +LS,102513777010661,gompit,100,14.014 +LS,102513849010661,gompit,0,0.254 +LS,102513849010661,gompit,5,0.41 +LS,102513849010661,gompit,10,0.595 +LS,102513849010661,gompit,15,0.809 +LS,102513849010661,gompit,20,0.973 +LS,102513849010661,gompit,25,1.228 +LS,102513849010661,gompit,30,1.619 +LS,102513849010661,gompit,35,1.983 +LS,102513849010661,gompit,40,2.336 +LS,102513849010661,gompit,45,2.642 +LS,102513849010661,gompit,50,2.935 +LS,102513849010661,gompit,55,3.125 +LS,102513849010661,gompit,60,3.502 +LS,102513849010661,gompit,65,3.743 +LS,102513849010661,gompit,70,3.949 +LS,102513849010661,gompit,75,4.163 +LS,102513849010661,gompit,80,4.327 +LS,102513849010661,gompit,85,4.469 +LS,102513849010661,gompit,90,4.607 +LS,102513849010661,gompit,95,4.675 +LS,102513849010661,gompit,100,4.767 +LS,102517731010661,gompit,0,0.021 +LS,102517731010661,gompit,5,0.1 +LS,102517731010661,gompit,10,0.247 +LS,102517731010661,gompit,15,0.403 +LS,102517731010661,gompit,20,0.537 +LS,102517731010661,gompit,25,0.693 +LS,102517731010661,gompit,30,1.046 +LS,102517731010661,gompit,35,1.317 +LS,102517731010661,gompit,40,1.629 +LS,102517731010661,gompit,45,1.874 +LS,102517731010661,gompit,50,2.144 +LS,102517731010661,gompit,55,2.334 +LS,102517731010661,gompit,60,2.632 +LS,102517731010661,gompit,65,2.814 +LS,102517731010661,gompit,70,3.086 +LS,102517731010661,gompit,75,3.315 +LS,102517731010661,gompit,80,3.528 +LS,102517731010661,gompit,85,3.747 +LS,102517731010661,gompit,90,3.957 +LS,102517731010661,gompit,95,4.105 +LS,102517731010661,gompit,100,4.235 +LS,102518250010661,gompit,0,1.278 +LS,102518250010661,gompit,5,2.869 +LS,102518250010661,gompit,10,4.671 +LS,102518250010661,gompit,15,6.808 +LS,102518250010661,gompit,20,8.188 +LS,102518250010661,gompit,25,9.153 +LS,102518250010661,gompit,30,10.038 +LS,102518250010661,gompit,35,11.134 +LS,102518250010661,gompit,40,12.327 +LS,102518250010661,gompit,45,13.518 +LS,102518250010661,gompit,50,15.027 +LS,102518250010661,gompit,55,16.63 +LS,102518250010661,gompit,60,18.572 +LS,102518250010661,gompit,65,20.483 +LS,102518250010661,gompit,70,22.693 +LS,102518250010661,gompit,75,24.931 +LS,102518250010661,gompit,80,27.306 +LS,102518250010661,gompit,85,30.03 +LS,102518250010661,gompit,90,32.792 +LS,102518250010661,gompit,95,35.357 +LS,102518250010661,gompit,100,38.102 +LS,102510150010661,gompit,0,1.714 +LS,102510150010661,gompit,5,3.289 +LS,102510150010661,gompit,10,5.346 +LS,102510150010661,gompit,15,7.951 +LS,102510150010661,gompit,20,9.446 +LS,102510150010661,gompit,25,10.329 +LS,102510150010661,gompit,30,11.015 +LS,102510150010661,gompit,35,11.787 +LS,102510150010661,gompit,40,12.65 +LS,102510150010661,gompit,45,13.624 +LS,102510150010661,gompit,50,14.614 +LS,102510150010661,gompit,55,15.582 +LS,102510150010661,gompit,60,16.684 +LS,102510150010661,gompit,65,17.911 +LS,102510150010661,gompit,70,19.519 +LS,102510150010661,gompit,75,20.889 +LS,102510150010661,gompit,80,22.364 +LS,102510150010661,gompit,85,23.75 +LS,102510150010661,gompit,90,25.558 +LS,102510150010661,gompit,95,26.942 +LS,102510150010661,gompit,100,28.576 +LS,102514122010661,gompit,0,0.038 +LS,102514122010661,gompit,5,0.126 +LS,102514122010661,gompit,10,0.245 +LS,102514122010661,gompit,15,0.37 +LS,102514122010661,gompit,20,0.421 +LS,102514122010661,gompit,25,0.491 +LS,102514122010661,gompit,30,0.599 +LS,102514122010661,gompit,35,0.69 +LS,102514122010661,gompit,40,0.775 +LS,102514122010661,gompit,45,0.825 +LS,102514122010661,gompit,50,0.932 +LS,102514122010661,gompit,55,0.987 +LS,102514122010661,gompit,60,1.021 +LS,102514122010661,gompit,65,1.062 +LS,102514122010661,gompit,70,1.087 +LS,102514122010661,gompit,75,1.111 +LS,102514122010661,gompit,80,1.137 +LS,102514122010661,gompit,85,1.156 +LS,102514122010661,gompit,90,1.138 +LS,102514122010661,gompit,95,1.131 +LS,102514122010661,gompit,100,1.145 +LS,102513816010661,gompit,0,0.462 +LS,102513816010661,gompit,5,1.0 +LS,102513816010661,gompit,10,1.686 +LS,102513816010661,gompit,15,2.428 +LS,102513816010661,gompit,20,3.195 +LS,102513816010661,gompit,25,4.191 +LS,102513816010661,gompit,30,5.274 +LS,102513816010661,gompit,35,6.361 +LS,102513816010661,gompit,40,7.487 +LS,102513816010661,gompit,45,8.675 +LS,102513816010661,gompit,50,10.216 +LS,102513816010661,gompit,55,11.847 +LS,102513816010661,gompit,60,13.429 +LS,102513816010661,gompit,65,15.154 +LS,102513816010661,gompit,70,17.219 +LS,102513816010661,gompit,75,19.453 +LS,102513816010661,gompit,80,21.116 +LS,102513816010661,gompit,85,23.206 +LS,102513816010661,gompit,90,25.325 +LS,102513816010661,gompit,95,27.373 +LS,102513816010661,gompit,100,29.377 +LS,102518007010661,gompit,0,0.976 +LS,102518007010661,gompit,5,1.558 +LS,102518007010661,gompit,10,2.086 +LS,102518007010661,gompit,15,2.518 +LS,102518007010661,gompit,20,2.946 +LS,102518007010661,gompit,25,3.483 +LS,102518007010661,gompit,30,4.134 +LS,102518007010661,gompit,35,4.691 +LS,102518007010661,gompit,40,5.288 +LS,102518007010661,gompit,45,5.952 +LS,102518007010661,gompit,50,6.686 +LS,102518007010661,gompit,55,7.325 +LS,102518007010661,gompit,60,8.102 +LS,102518007010661,gompit,65,8.955 +LS,102518007010661,gompit,70,9.752 +LS,102518007010661,gompit,75,10.962 +LS,102518007010661,gompit,80,11.953 +LS,102518007010661,gompit,85,13.049 +LS,102518007010661,gompit,90,14.141 +LS,102518007010661,gompit,95,15.229 +LS,102518007010661,gompit,100,16.369 +LS,102514674010661,gompit,0,0.004 +LS,102514674010661,gompit,5,0.031 +LS,102514674010661,gompit,10,0.104 +LS,102514674010661,gompit,15,0.208 +LS,102514674010661,gompit,20,0.345 +LS,102514674010661,gompit,25,0.521 +LS,102514674010661,gompit,30,0.782 +LS,102514674010661,gompit,35,0.982 +LS,102514674010661,gompit,40,1.236 +LS,102514674010661,gompit,45,1.528 +LS,102514674010661,gompit,50,1.789 +LS,102514674010661,gompit,55,2.102 +LS,102514674010661,gompit,60,2.373 +LS,102514674010661,gompit,65,2.635 +LS,102514674010661,gompit,70,2.905 +LS,102514674010661,gompit,75,3.147 +LS,102514674010661,gompit,80,3.38 +LS,102514674010661,gompit,85,3.594 +LS,102514674010661,gompit,90,3.779 +LS,102514674010661,gompit,95,3.953 +LS,102514674010661,gompit,100,4.101 +LS,102513789010661,gompit,0,0.387 +LS,102513789010661,gompit,5,0.599 +LS,102513789010661,gompit,10,0.855 +LS,102513789010661,gompit,15,1.084 +LS,102513789010661,gompit,20,1.246 +LS,102513789010661,gompit,25,1.371 +LS,102513789010661,gompit,30,1.541 +LS,102513789010661,gompit,35,1.632 +LS,102513789010661,gompit,40,1.756 +LS,102513789010661,gompit,45,1.911 +LS,102513789010661,gompit,50,2.027 +LS,102513789010661,gompit,55,2.173 +LS,102513789010661,gompit,60,2.253 +LS,102513789010661,gompit,65,2.347 +LS,102513789010661,gompit,70,2.4 +LS,102513789010661,gompit,75,2.433 +LS,102513789010661,gompit,80,2.457 +LS,102513789010661,gompit,85,2.463 +LS,102513789010661,gompit,90,2.454 +LS,102513789010661,gompit,95,2.432 +LS,102513789010661,gompit,100,2.4 +LS,102512601010661,gompit,0,0.014 +LS,102512601010661,gompit,5,0.038 +LS,102512601010661,gompit,10,0.079 +LS,102512601010661,gompit,15,0.137 +LS,102512601010661,gompit,20,0.208 +LS,102512601010661,gompit,25,0.265 +LS,102512601010661,gompit,30,0.334 +LS,102512601010661,gompit,35,0.398 +LS,102512601010661,gompit,40,0.471 +LS,102512601010661,gompit,45,0.571 +LS,102512601010661,gompit,50,0.704 +LS,102512601010661,gompit,55,0.826 +LS,102512601010661,gompit,60,0.993 +LS,102512601010661,gompit,65,1.119 +LS,102512601010661,gompit,70,1.246 +LS,102512601010661,gompit,75,1.357 +LS,102512601010661,gompit,80,1.505 +LS,102512601010661,gompit,85,1.631 +LS,102512601010661,gompit,90,1.724 +LS,102512601010661,gompit,95,1.865 +LS,102512601010661,gompit,100,2.001 +LS,102512337010661,gompit,0,0.291 +LS,102512337010661,gompit,5,0.666 +LS,102512337010661,gompit,10,1.237 +LS,102512337010661,gompit,15,1.903 +LS,102512337010661,gompit,20,2.595 +LS,102512337010661,gompit,25,3.349 +LS,102512337010661,gompit,30,4.267 +LS,102512337010661,gompit,35,5.274 +LS,102512337010661,gompit,40,6.499 +LS,102512337010661,gompit,45,7.588 +LS,102512337010661,gompit,50,8.675 +LS,102512337010661,gompit,55,9.76 +LS,102512337010661,gompit,60,10.864 +LS,102512337010661,gompit,65,12.02 +LS,102512337010661,gompit,70,13.003 +LS,102512337010661,gompit,75,13.915 +LS,102512337010661,gompit,80,14.788 +LS,102512337010661,gompit,85,15.413 +LS,102512337010661,gompit,90,15.89 +LS,102512337010661,gompit,95,16.362 +LS,102512337010661,gompit,100,16.569 +LS,102507651010661,gompit,0,0.263 +LS,102507651010661,gompit,5,0.493 +LS,102507651010661,gompit,10,0.718 +LS,102507651010661,gompit,15,0.899 +LS,102507651010661,gompit,20,1.04 +LS,102507651010661,gompit,25,1.199 +LS,102507651010661,gompit,30,1.439 +LS,102507651010661,gompit,35,1.592 +LS,102507651010661,gompit,40,1.816 +LS,102507651010661,gompit,45,2.008 +LS,102507651010661,gompit,50,2.198 +LS,102507651010661,gompit,55,2.312 +LS,102507651010661,gompit,60,2.507 +LS,102507651010661,gompit,65,2.663 +LS,102507651010661,gompit,70,2.803 +LS,102507651010661,gompit,75,2.885 +LS,102507651010661,gompit,80,2.919 +LS,102507651010661,gompit,85,2.917 +LS,102507651010661,gompit,90,2.863 +LS,102507651010661,gompit,95,2.852 +LS,102507651010661,gompit,100,2.828 +LS,102511797010661,gompit,0,0.055 +LS,102511797010661,gompit,5,0.112 +LS,102511797010661,gompit,10,0.192 +LS,102511797010661,gompit,15,0.307 +LS,102511797010661,gompit,20,0.406 +LS,102511797010661,gompit,25,0.505 +LS,102511797010661,gompit,30,0.577 +LS,102511797010661,gompit,35,0.688 +LS,102511797010661,gompit,40,0.932 +LS,102511797010661,gompit,45,1.228 +LS,102511797010661,gompit,50,1.497 +LS,102511797010661,gompit,55,1.807 +LS,102511797010661,gompit,60,2.041 +LS,102511797010661,gompit,65,2.236 +LS,102511797010661,gompit,70,2.605 +LS,102511797010661,gompit,75,3.041 +LS,102511797010661,gompit,80,3.566 +LS,102511797010661,gompit,85,4.052 +LS,102511797010661,gompit,90,4.674 +LS,102511797010661,gompit,95,5.417 +LS,102511797010661,gompit,100,6.593 +LS,102518124010661,gompit,0,0.098 +LS,102518124010661,gompit,5,0.151 +LS,102518124010661,gompit,10,0.195 +LS,102518124010661,gompit,15,0.233 +LS,102518124010661,gompit,20,0.263 +LS,102518124010661,gompit,25,0.279 +LS,102518124010661,gompit,30,0.302 +LS,102518124010661,gompit,35,0.328 +LS,102518124010661,gompit,40,0.352 +LS,102518124010661,gompit,45,0.358 +LS,102518124010661,gompit,50,0.425 +LS,102518124010661,gompit,55,0.519 +LS,102518124010661,gompit,60,0.635 +LS,102518124010661,gompit,65,0.771 +LS,102518124010661,gompit,70,0.916 +LS,102518124010661,gompit,75,1.02 +LS,102518124010661,gompit,80,1.142 +LS,102518124010661,gompit,85,1.255 +LS,102518124010661,gompit,90,1.388 +LS,102518124010661,gompit,95,1.495 +LS,102518124010661,gompit,100,1.598 +LS,102515532010661,gompit,0,0.707 +LS,102515532010661,gompit,5,1.359 +LS,102515532010661,gompit,10,2.307 +LS,102515532010661,gompit,15,3.541 +LS,102515532010661,gompit,20,4.862 +LS,102515532010661,gompit,25,6.442 +LS,102515532010661,gompit,30,8.283 +LS,102515532010661,gompit,35,10.45 +LS,102515532010661,gompit,40,13.131 +LS,102515532010661,gompit,45,16.032 +LS,102515532010661,gompit,50,19.239 +LS,102515532010661,gompit,55,22.617 +LS,102515532010661,gompit,60,26.509 +LS,102515532010661,gompit,65,30.371 +LS,102515532010661,gompit,70,34.394 +LS,102515532010661,gompit,75,38.561 +LS,102515532010661,gompit,80,42.494 +LS,102515532010661,gompit,85,46.766 +LS,102515532010661,gompit,90,51.377 +LS,102515532010661,gompit,95,55.328 +LS,102515532010661,gompit,100,59.132 +LS,102512967010661,gompit,0,0.026 +LS,102512967010661,gompit,5,0.1 +LS,102512967010661,gompit,10,0.239 +LS,102512967010661,gompit,15,0.419 +LS,102512967010661,gompit,20,0.644 +LS,102512967010661,gompit,25,0.922 +LS,102512967010661,gompit,30,1.285 +LS,102512967010661,gompit,35,1.765 +LS,102512967010661,gompit,40,2.516 +LS,102512967010661,gompit,45,3.016 +LS,102512967010661,gompit,50,3.547 +LS,102512967010661,gompit,55,4.071 +LS,102512967010661,gompit,60,4.53 +LS,102512967010661,gompit,65,5.024 +LS,102512967010661,gompit,70,5.711 +LS,102512967010661,gompit,75,6.476 +LS,102512967010661,gompit,80,7.113 +LS,102512967010661,gompit,85,7.605 +LS,102512967010661,gompit,90,8.593 +LS,102512967010661,gompit,95,10.42 +LS,102512967010661,gompit,100,11.328 diff --git a/calibration/output/gompit_fvs_csls/val_ls_native.csv b/calibration/output/gompit_fvs_csls/val_ls_native.csv new file mode 100644 index 00000000..508c91a9 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ls_native.csv @@ -0,0 +1,3720 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +LS,89641827010661,native,0,3.008 +LS,89641827010661,native,5,12.283 +LS,89641827010661,native,10,32.031 +LS,89641827010661,native,15,61.941 +LS,89641827010661,native,20,83.775 +LS,89641827010661,native,25,99.839 +LS,89641827010661,native,30,114.226 +LS,89641827010661,native,35,129.438 +LS,89641827010661,native,40,144.971 +LS,89641827010661,native,45,156.151 +LS,89641827010661,native,50,167.261 +LS,89641827010661,native,55,180.904 +LS,89641827010661,native,60,191.32 +LS,89641827010661,native,65,199.435 +LS,89641827010661,native,70,210.732 +LS,89641827010661,native,75,219.13 +LS,89641827010661,native,80,221.369 +LS,89641827010661,native,85,225.541 +LS,89641827010661,native,90,229.964 +LS,89641827010661,native,95,233.939 +LS,89641827010661,native,100,237.89 +LS,89652747010661,native,0,1.845 +LS,89652747010661,native,5,5.464 +LS,89652747010661,native,10,12.147 +LS,89652747010661,native,15,22.873 +LS,89652747010661,native,20,39.601 +LS,89652747010661,native,25,50.681 +LS,89652747010661,native,30,61.06 +LS,89652747010661,native,35,71.322 +LS,89652747010661,native,40,79.771 +LS,89652747010661,native,45,89.808 +LS,89652747010661,native,50,100.747 +LS,89652747010661,native,55,105.766 +LS,89652747010661,native,60,112.422 +LS,89652747010661,native,65,120.064 +LS,89652747010661,native,70,128.581 +LS,89652747010661,native,75,135.986 +LS,89652747010661,native,80,141.815 +LS,89652747010661,native,85,148.224 +LS,89652747010661,native,90,153.402 +LS,89652747010661,native,95,158.79 +LS,89652747010661,native,100,161.782 +LS,89623372010661,native,0,15.806 +LS,89623372010661,native,5,30.045 +LS,89623372010661,native,10,45.373 +LS,89623372010661,native,15,59.804 +LS,89623372010661,native,20,69.853 +LS,89623372010661,native,25,78.028 +LS,89623372010661,native,30,84.354 +LS,89623372010661,native,35,90.455 +LS,89623372010661,native,40,95.321 +LS,89623372010661,native,45,101.314 +LS,89623372010661,native,50,105.815 +LS,89623372010661,native,55,110.142 +LS,89623372010661,native,60,115.153 +LS,89623372010661,native,65,121.124 +LS,89623372010661,native,70,127.112 +LS,89623372010661,native,75,132.713 +LS,89623372010661,native,80,137.696 +LS,89623372010661,native,85,140.477 +LS,89623372010661,native,90,143.439 +LS,89623372010661,native,95,146.504 +LS,89623372010661,native,100,150.053 +LS,89845299010661,native,0,35.697 +LS,89845299010661,native,5,47.833 +LS,89845299010661,native,10,57.973 +LS,89845299010661,native,15,67.756 +LS,89845299010661,native,20,79.515 +LS,89845299010661,native,25,90.967 +LS,89845299010661,native,30,102.731 +LS,89845299010661,native,35,111.61 +LS,89845299010661,native,40,120.068 +LS,89845299010661,native,45,129.18 +LS,89845299010661,native,50,134.875 +LS,89845299010661,native,55,142.286 +LS,89845299010661,native,60,150.209 +LS,89845299010661,native,65,159.131 +LS,89845299010661,native,70,164.957 +LS,89845299010661,native,75,170.416 +LS,89845299010661,native,80,177.74 +LS,89845299010661,native,85,181.807 +LS,89845299010661,native,90,184.654 +LS,89845299010661,native,95,188.696 +LS,89845299010661,native,100,192.138 +LS,89846380010661,native,0,6.105 +LS,89846380010661,native,5,20.726 +LS,89846380010661,native,10,42.066 +LS,89846380010661,native,15,53.731 +LS,89846380010661,native,20,62.234 +LS,89846380010661,native,25,68.992 +LS,89846380010661,native,30,74.395 +LS,89846380010661,native,35,80.404 +LS,89846380010661,native,40,86.26 +LS,89846380010661,native,45,92.489 +LS,89846380010661,native,50,97.959 +LS,89846380010661,native,55,103.651 +LS,89846380010661,native,60,107.507 +LS,89846380010661,native,65,111.405 +LS,89846380010661,native,70,114.701 +LS,89846380010661,native,75,116.954 +LS,89846380010661,native,80,119.36 +LS,89846380010661,native,85,121.672 +LS,89846380010661,native,90,124.077 +LS,89846380010661,native,95,126.23 +LS,89846380010661,native,100,128.333 +LS,89846947010661,native,0,3.938 +LS,89846947010661,native,5,13.733 +LS,89846947010661,native,10,31.471 +LS,89846947010661,native,15,50.388 +LS,89846947010661,native,20,63.919 +LS,89846947010661,native,25,76.177 +LS,89846947010661,native,30,88.936 +LS,89846947010661,native,35,98.756 +LS,89846947010661,native,40,106.113 +LS,89846947010661,native,45,112.756 +LS,89846947010661,native,50,118.297 +LS,89846947010661,native,55,124.087 +LS,89846947010661,native,60,129.515 +LS,89846947010661,native,65,134.891 +LS,89846947010661,native,70,140.585 +LS,89846947010661,native,75,145.051 +LS,89846947010661,native,80,148.788 +LS,89846947010661,native,85,152.297 +LS,89846947010661,native,90,154.816 +LS,89846947010661,native,95,157.027 +LS,89846947010661,native,100,159.338 +LS,89794548010661,native,0,6.294 +LS,89794548010661,native,5,20.894 +LS,89794548010661,native,10,35.625 +LS,89794548010661,native,15,43.309 +LS,89794548010661,native,20,51.244 +LS,89794548010661,native,25,59.863 +LS,89794548010661,native,30,68.604 +LS,89794548010661,native,35,75.811 +LS,89794548010661,native,40,82.721 +LS,89794548010661,native,45,89.654 +LS,89794548010661,native,50,93.447 +LS,89794548010661,native,55,96.297 +LS,89794548010661,native,60,98.688 +LS,89794548010661,native,65,100.995 +LS,89794548010661,native,70,103.19 +LS,89794548010661,native,75,105.093 +LS,89794548010661,native,80,106.775 +LS,89794548010661,native,85,108.828 +LS,89794548010661,native,90,110.243 +LS,89794548010661,native,95,111.758 +LS,89794548010661,native,100,112.93 +LS,89801759010661,native,0,22.382 +LS,89801759010661,native,5,44.298 +LS,89801759010661,native,10,54.694 +LS,89801759010661,native,15,60.295 +LS,89801759010661,native,20,64.017 +LS,89801759010661,native,25,68.512 +LS,89801759010661,native,30,73.178 +LS,89801759010661,native,35,78.956 +LS,89801759010661,native,40,82.767 +LS,89801759010661,native,45,86.237 +LS,89801759010661,native,50,90.434 +LS,89801759010661,native,55,94.645 +LS,89801759010661,native,60,99.117 +LS,89801759010661,native,65,102.504 +LS,89801759010661,native,70,106.022 +LS,89801759010661,native,75,110.599 +LS,89801759010661,native,80,114.109 +LS,89801759010661,native,85,118.495 +LS,89801759010661,native,90,122.777 +LS,89801759010661,native,95,126.731 +LS,89801759010661,native,100,131.086 +LS,89805173010661,native,0,0.0 +LS,89664920010661,native,0,3.712 +LS,89664920010661,native,5,10.783 +LS,89664920010661,native,10,23.804 +LS,89664920010661,native,15,41.732 +LS,89664920010661,native,20,51.198 +LS,89664920010661,native,25,61.203 +LS,89664920010661,native,30,69.366 +LS,89664920010661,native,35,78.005 +LS,89664920010661,native,40,84.42 +LS,89664920010661,native,45,95.93 +LS,89664920010661,native,50,101.867 +LS,89664920010661,native,55,105.508 +LS,89664920010661,native,60,108.646 +LS,89664920010661,native,65,110.717 +LS,89664920010661,native,70,114.226 +LS,89664920010661,native,75,118.478 +LS,89664920010661,native,80,121.875 +LS,89664920010661,native,85,123.424 +LS,89664920010661,native,90,125.128 +LS,89664920010661,native,95,126.754 +LS,89664920010661,native,100,126.426 +LS,89866937010661,native,0,24.836 +LS,89866937010661,native,5,42.189 +LS,89866937010661,native,10,52.79 +LS,89866937010661,native,15,61.559 +LS,89866937010661,native,20,70.678 +LS,89866937010661,native,25,78.865 +LS,89866937010661,native,30,86.152 +LS,89866937010661,native,35,93.818 +LS,89866937010661,native,40,100.532 +LS,89866937010661,native,45,108.084 +LS,89866937010661,native,50,112.986 +LS,89866937010661,native,55,119.669 +LS,89866937010661,native,60,125.821 +LS,89866937010661,native,65,131.168 +LS,89866937010661,native,70,137.431 +LS,89866937010661,native,75,140.698 +LS,89866937010661,native,80,144.039 +LS,89866937010661,native,85,147.237 +LS,89866937010661,native,90,150.76 +LS,89866937010661,native,95,154.143 +LS,89866937010661,native,100,158.356 +LS,89638455010661,native,0,18.249 +LS,89638455010661,native,5,41.796 +LS,89638455010661,native,10,53.634 +LS,89638455010661,native,15,60.631 +LS,89638455010661,native,20,70.513 +LS,89638455010661,native,25,77.918 +LS,89638455010661,native,30,84.503 +LS,89638455010661,native,35,91.713 +LS,89638455010661,native,40,97.397 +LS,89638455010661,native,45,104.038 +LS,89638455010661,native,50,109.842 +LS,89638455010661,native,55,114.101 +LS,89638455010661,native,60,117.45 +LS,89638455010661,native,65,120.583 +LS,89638455010661,native,70,122.9 +LS,89638455010661,native,75,125.133 +LS,89638455010661,native,80,127.392 +LS,89638455010661,native,85,129.859 +LS,89638455010661,native,90,131.768 +LS,89638455010661,native,95,133.708 +LS,89638455010661,native,100,135.398 +LS,89638550010661,native,0,41.593 +LS,89638550010661,native,5,53.39 +LS,89638550010661,native,10,63.051 +LS,89638550010661,native,15,70.949 +LS,89638550010661,native,20,78.71 +LS,89638550010661,native,25,84.826 +LS,89638550010661,native,30,93.688 +LS,89638550010661,native,35,103.072 +LS,89638550010661,native,40,110.713 +LS,89638550010661,native,45,119.205 +LS,89638550010661,native,50,127.372 +LS,89638550010661,native,55,132.976 +LS,89638550010661,native,60,138.055 +LS,89638550010661,native,65,147.903 +LS,89638550010661,native,70,159.43 +LS,89638550010661,native,75,164.566 +LS,89638550010661,native,80,167.397 +LS,89638550010661,native,85,170.54 +LS,89638550010661,native,90,173.91 +LS,89638550010661,native,95,177.297 +LS,89638550010661,native,100,180.874 +LS,89621668010661,native,0,0.205 +LS,89621668010661,native,5,0.891 +LS,89621668010661,native,10,2.503 +LS,89621668010661,native,15,5.668 +LS,89621668010661,native,20,10.844 +LS,89621668010661,native,25,16.936 +LS,89621668010661,native,30,22.399 +LS,89621668010661,native,35,26.998 +LS,89621668010661,native,40,32.242 +LS,89621668010661,native,45,37.483 +LS,89621668010661,native,50,44.726 +LS,89621668010661,native,55,52.223 +LS,89621668010661,native,60,59.651 +LS,89621668010661,native,65,65.761 +LS,89621668010661,native,70,75.784 +LS,89621668010661,native,75,91.299 +LS,89621668010661,native,80,102.145 +LS,89621668010661,native,85,111.217 +LS,89621668010661,native,90,127.77 +LS,89621668010661,native,95,138.0 +LS,89621668010661,native,100,159.794 +LS,89623813010661,native,0,32.237 +LS,89623813010661,native,5,41.322 +LS,89623813010661,native,10,51.225 +LS,89623813010661,native,15,64.796 +LS,89623813010661,native,20,78.639 +LS,89623813010661,native,25,88.82 +LS,89623813010661,native,30,94.431 +LS,89623813010661,native,35,99.181 +LS,89623813010661,native,40,106.413 +LS,89623813010661,native,45,112.816 +LS,89623813010661,native,50,117.007 +LS,89623813010661,native,55,121.839 +LS,89623813010661,native,60,127.506 +LS,89623813010661,native,65,131.627 +LS,89623813010661,native,70,136.35 +LS,89623813010661,native,75,142.782 +LS,89623813010661,native,80,147.505 +LS,89623813010661,native,85,151.706 +LS,89623813010661,native,90,153.96 +LS,89623813010661,native,95,155.162 +LS,89623813010661,native,100,157.383 +LS,89849960010661,native,0,33.866 +LS,89849960010661,native,5,51.926 +LS,89849960010661,native,10,64.08 +LS,89849960010661,native,15,71.876 +LS,89849960010661,native,20,79.13 +LS,89849960010661,native,25,84.667 +LS,89849960010661,native,30,92.945 +LS,89849960010661,native,35,99.619 +LS,89849960010661,native,40,104.941 +LS,89849960010661,native,45,111.183 +LS,89849960010661,native,50,116.688 +LS,89849960010661,native,55,124.257 +LS,89849960010661,native,60,132.846 +LS,89849960010661,native,65,138.932 +LS,89849960010661,native,70,144.677 +LS,89849960010661,native,75,149.648 +LS,89849960010661,native,80,153.873 +LS,89849960010661,native,85,156.621 +LS,89849960010661,native,90,160.902 +LS,89849960010661,native,95,163.622 +LS,89849960010661,native,100,166.334 +LS,89845054010661,native,0,0.799 +LS,89845054010661,native,5,2.432 +LS,89845054010661,native,10,5.685 +LS,89845054010661,native,15,11.703 +LS,89845054010661,native,20,20.377 +LS,89845054010661,native,25,30.897 +LS,89845054010661,native,30,37.196 +LS,89845054010661,native,35,42.7 +LS,89845054010661,native,40,50.268 +LS,89845054010661,native,45,61.266 +LS,89845054010661,native,50,68.085 +LS,89845054010661,native,55,75.424 +LS,89845054010661,native,60,84.728 +LS,89845054010661,native,65,93.765 +LS,89845054010661,native,70,105.049 +LS,89845054010661,native,75,116.107 +LS,89845054010661,native,80,129.77 +LS,89845054010661,native,85,138.387 +LS,89845054010661,native,90,148.144 +LS,89845054010661,native,95,153.359 +LS,89845054010661,native,100,155.964 +LS,89683772010661,native,0,11.932 +LS,89683772010661,native,5,29.883 +LS,89683772010661,native,10,54.879 +LS,89683772010661,native,15,71.416 +LS,89683772010661,native,20,75.196 +LS,89683772010661,native,25,79.618 +LS,89683772010661,native,30,85.384 +LS,89683772010661,native,35,92.029 +LS,89683772010661,native,40,97.17 +LS,89683772010661,native,45,102.233 +LS,89683772010661,native,50,107.002 +LS,89683772010661,native,55,112.359 +LS,89683772010661,native,60,118.408 +LS,89683772010661,native,65,123.412 +LS,89683772010661,native,70,130.294 +LS,89683772010661,native,75,136.009 +LS,89683772010661,native,80,142.197 +LS,89683772010661,native,85,148.603 +LS,89683772010661,native,90,154.514 +LS,89683772010661,native,95,159.0 +LS,89683772010661,native,100,162.368 +LS,89633292010661,native,0,55.602 +LS,89633292010661,native,5,68.686 +LS,89633292010661,native,10,79.114 +LS,89633292010661,native,15,87.187 +LS,89633292010661,native,20,96.677 +LS,89633292010661,native,25,104.849 +LS,89633292010661,native,30,113.074 +LS,89633292010661,native,35,120.118 +LS,89633292010661,native,40,125.46 +LS,89633292010661,native,45,131.971 +LS,89633292010661,native,50,138.182 +LS,89633292010661,native,55,143.391 +LS,89633292010661,native,60,150.162 +LS,89633292010661,native,65,157.202 +LS,89633292010661,native,70,162.558 +LS,89633292010661,native,75,168.692 +LS,89633292010661,native,80,174.628 +LS,89633292010661,native,85,181.808 +LS,89633292010661,native,90,188.709 +LS,89633292010661,native,95,195.009 +LS,89633292010661,native,100,201.45 +LS,89630464010661,native,0,40.34 +LS,89630464010661,native,5,54.91 +LS,89630464010661,native,10,69.211 +LS,89630464010661,native,15,80.856 +LS,89630464010661,native,20,95.261 +LS,89630464010661,native,25,107.766 +LS,89630464010661,native,30,117.997 +LS,89630464010661,native,35,130.733 +LS,89630464010661,native,40,139.089 +LS,89630464010661,native,45,153.839 +LS,89630464010661,native,50,170.131 +LS,89630464010661,native,55,184.202 +LS,89630464010661,native,60,198.344 +LS,89630464010661,native,65,213.81 +LS,89630464010661,native,70,222.127 +LS,89630464010661,native,75,235.667 +LS,89630464010661,native,80,245.194 +LS,89630464010661,native,85,254.583 +LS,89630464010661,native,90,263.455 +LS,89630464010661,native,95,275.095 +LS,89630464010661,native,100,279.925 +LS,89634956010661,native,0,21.512 +LS,89634956010661,native,5,42.148 +LS,89634956010661,native,10,53.717 +LS,89634956010661,native,15,59.663 +LS,89634956010661,native,20,68.832 +LS,89634956010661,native,25,77.308 +LS,89634956010661,native,30,86.286 +LS,89634956010661,native,35,93.607 +LS,89634956010661,native,40,100.788 +LS,89634956010661,native,45,111.535 +LS,89634956010661,native,50,119.063 +LS,89634956010661,native,55,126.526 +LS,89634956010661,native,60,134.147 +LS,89634956010661,native,65,139.243 +LS,89634956010661,native,70,143.125 +LS,89634956010661,native,75,147.576 +LS,89634956010661,native,80,150.734 +LS,89634956010661,native,85,153.122 +LS,89634956010661,native,90,156.022 +LS,89634956010661,native,95,159.315 +LS,89634956010661,native,100,162.743 +LS,89635694010661,native,0,26.672 +LS,89635694010661,native,5,44.576 +LS,89635694010661,native,10,58.009 +LS,89635694010661,native,15,70.952 +LS,89635694010661,native,20,79.441 +LS,89635694010661,native,25,89.036 +LS,89635694010661,native,30,98.394 +LS,89635694010661,native,35,105.917 +LS,89635694010661,native,40,113.447 +LS,89635694010661,native,45,120.519 +LS,89635694010661,native,50,126.804 +LS,89635694010661,native,55,131.566 +LS,89635694010661,native,60,136.729 +LS,89635694010661,native,65,139.284 +LS,89635694010661,native,70,141.807 +LS,89635694010661,native,75,144.103 +LS,89635694010661,native,80,146.159 +LS,89635694010661,native,85,148.711 +LS,89635694010661,native,90,150.842 +LS,89635694010661,native,95,152.721 +LS,89635694010661,native,100,155.143 +LS,89630573010661,native,0,22.594 +LS,89630573010661,native,5,47.774 +LS,89630573010661,native,10,62.622 +LS,89630573010661,native,15,72.814 +LS,89630573010661,native,20,80.839 +LS,89630573010661,native,25,88.916 +LS,89630573010661,native,30,96.753 +LS,89630573010661,native,35,102.842 +LS,89630573010661,native,40,111.692 +LS,89630573010661,native,45,116.349 +LS,89630573010661,native,50,122.778 +LS,89630573010661,native,55,127.956 +LS,89630573010661,native,60,131.811 +LS,89630573010661,native,65,136.974 +LS,89630573010661,native,70,141.048 +LS,89630573010661,native,75,144.42 +LS,89630573010661,native,80,146.585 +LS,89630573010661,native,85,148.412 +LS,89630573010661,native,90,150.272 +LS,89630573010661,native,95,151.905 +LS,89630573010661,native,100,153.026 +LS,89651273010661,native,0,70.081 +LS,89651273010661,native,5,93.942 +LS,89651273010661,native,10,106.677 +LS,89651273010661,native,15,114.809 +LS,89651273010661,native,20,124.56 +LS,89651273010661,native,25,131.76 +LS,89651273010661,native,30,138.705 +LS,89651273010661,native,35,147.272 +LS,89651273010661,native,40,155.743 +LS,89651273010661,native,45,164.324 +LS,89651273010661,native,50,172.9 +LS,89651273010661,native,55,184.789 +LS,89651273010661,native,60,194.334 +LS,89651273010661,native,65,202.157 +LS,89651273010661,native,70,211.101 +LS,89651273010661,native,75,221.407 +LS,89651273010661,native,80,230.823 +LS,89651273010661,native,85,239.311 +LS,89651273010661,native,90,244.33 +LS,89651273010661,native,95,249.9 +LS,89651273010661,native,100,255.759 +LS,89681398010661,native,0,1.902 +LS,89681398010661,native,5,8.076 +LS,89681398010661,native,10,20.344 +LS,89681398010661,native,15,36.393 +LS,89681398010661,native,20,52.557 +LS,89681398010661,native,25,70.035 +LS,89681398010661,native,30,90.123 +LS,89681398010661,native,35,108.415 +LS,89681398010661,native,40,126.223 +LS,89681398010661,native,45,135.204 +LS,89681398010661,native,50,142.507 +LS,89681398010661,native,55,147.563 +LS,89681398010661,native,60,150.506 +LS,89681398010661,native,65,154.982 +LS,89681398010661,native,70,157.629 +LS,89681398010661,native,75,160.666 +LS,89681398010661,native,80,163.85 +LS,89681398010661,native,85,167.15 +LS,89681398010661,native,90,168.513 +LS,89681398010661,native,95,170.301 +LS,89681398010661,native,100,171.993 +LS,89680186010661,native,0,0.0 +LS,89715107010661,native,0,34.932 +LS,89715107010661,native,5,57.263 +LS,89715107010661,native,10,71.996 +LS,89715107010661,native,15,82.086 +LS,89715107010661,native,20,93.962 +LS,89715107010661,native,25,104.259 +LS,89715107010661,native,30,113.656 +LS,89715107010661,native,35,124.774 +LS,89715107010661,native,40,133.158 +LS,89715107010661,native,45,141.075 +LS,89715107010661,native,50,145.386 +LS,89715107010661,native,55,149.024 +LS,89715107010661,native,60,153.036 +LS,89715107010661,native,65,157.44 +LS,89715107010661,native,70,162.202 +LS,89715107010661,native,75,166.609 +LS,89715107010661,native,80,169.634 +LS,89715107010661,native,85,171.753 +LS,89715107010661,native,90,173.753 +LS,89715107010661,native,95,176.203 +LS,89715107010661,native,100,179.279 +LS,89715224010661,native,0,7.512 +LS,89715224010661,native,5,16.15 +LS,89715224010661,native,10,25.071 +LS,89715224010661,native,15,36.851 +LS,89715224010661,native,20,56.541 +LS,89715224010661,native,25,76.705 +LS,89715224010661,native,30,94.59 +LS,89715224010661,native,35,112.448 +LS,89715224010661,native,40,120.765 +LS,89715224010661,native,45,124.352 +LS,89715224010661,native,50,127.355 +LS,89715224010661,native,55,129.733 +LS,89715224010661,native,60,132.271 +LS,89715224010661,native,65,135.688 +LS,89715224010661,native,70,137.651 +LS,89715224010661,native,75,139.393 +LS,89715224010661,native,80,141.233 +LS,89715224010661,native,85,142.217 +LS,89715224010661,native,90,143.555 +LS,89715224010661,native,95,144.731 +LS,89715224010661,native,100,145.9 +LS,89717790010661,native,0,33.495 +LS,89717790010661,native,5,51.821 +LS,89717790010661,native,10,63.718 +LS,89717790010661,native,15,71.568 +LS,89717790010661,native,20,81.589 +LS,89717790010661,native,25,91.659 +LS,89717790010661,native,30,98.534 +LS,89717790010661,native,35,106.081 +LS,89717790010661,native,40,115.152 +LS,89717790010661,native,45,122.596 +LS,89717790010661,native,50,129.607 +LS,89717790010661,native,55,135.67 +LS,89717790010661,native,60,141.644 +LS,89717790010661,native,65,144.964 +LS,89717790010661,native,70,148.47 +LS,89717790010661,native,75,152.038 +LS,89717790010661,native,80,154.712 +LS,89717790010661,native,85,156.772 +LS,89717790010661,native,90,159.975 +LS,89717790010661,native,95,162.714 +LS,89717790010661,native,100,165.602 +LS,89845238010661,native,0,11.867 +LS,89845238010661,native,5,25.705 +LS,89845238010661,native,10,43.862 +LS,89845238010661,native,15,58.873 +LS,89845238010661,native,20,64.763 +LS,89845238010661,native,25,72.082 +LS,89845238010661,native,30,79.053 +LS,89845238010661,native,35,86.42 +LS,89845238010661,native,40,93.673 +LS,89845238010661,native,45,100.53 +LS,89845238010661,native,50,109.075 +LS,89845238010661,native,55,118.058 +LS,89845238010661,native,60,126.508 +LS,89845238010661,native,65,135.9 +LS,89845238010661,native,70,143.43 +LS,89845238010661,native,75,149.111 +LS,89845238010661,native,80,156.028 +LS,89845238010661,native,85,159.873 +LS,89845238010661,native,90,163.462 +LS,89845238010661,native,95,166.888 +LS,89845238010661,native,100,169.546 +LS,89850779010661,native,0,36.883 +LS,89850779010661,native,5,46.522 +LS,89850779010661,native,10,55.626 +LS,89850779010661,native,15,63.984 +LS,89850779010661,native,20,73.578 +LS,89850779010661,native,25,81.87 +LS,89850779010661,native,30,89.632 +LS,89850779010661,native,35,97.016 +LS,89850779010661,native,40,104.219 +LS,89850779010661,native,45,111.389 +LS,89850779010661,native,50,120.031 +LS,89850779010661,native,55,127.319 +LS,89850779010661,native,60,135.885 +LS,89850779010661,native,65,141.152 +LS,89850779010661,native,70,146.035 +LS,89850779010661,native,75,151.858 +LS,89850779010661,native,80,159.074 +LS,89850779010661,native,85,163.32 +LS,89850779010661,native,90,168.008 +LS,89850779010661,native,95,171.774 +LS,89850779010661,native,100,175.573 +LS,55281315010661,native,0,33.14 +LS,55281315010661,native,5,54.482 +LS,55281315010661,native,10,68.368 +LS,55281315010661,native,15,76.474 +LS,55281315010661,native,20,81.547 +LS,55281315010661,native,25,86.625 +LS,55281315010661,native,30,92.591 +LS,55281315010661,native,35,100.167 +LS,55281315010661,native,40,105.179 +LS,55281315010661,native,45,109.495 +LS,55281315010661,native,50,115.105 +LS,55281315010661,native,55,120.457 +LS,55281315010661,native,60,126.807 +LS,55281315010661,native,65,131.495 +LS,55281315010661,native,70,136.022 +LS,55281315010661,native,75,140.352 +LS,55281315010661,native,80,146.044 +LS,55281315010661,native,85,151.777 +LS,55281315010661,native,90,154.881 +LS,55281315010661,native,95,157.306 +LS,55281315010661,native,100,161.82 +LS,55282766010661,native,0,0.0 +LS,54805290010661,native,0,0.0 +LS,54801311010661,native,0,0.0 +LS,54677960010661,native,0,32.039 +LS,54677960010661,native,5,54.944 +LS,54677960010661,native,10,72.484 +LS,54677960010661,native,15,75.488 +LS,54677960010661,native,20,80.103 +LS,54677960010661,native,25,83.982 +LS,54677960010661,native,30,88.491 +LS,54677960010661,native,35,92.888 +LS,54677960010661,native,40,96.645 +LS,54677960010661,native,45,101.583 +LS,54677960010661,native,50,105.744 +LS,54677960010661,native,55,111.422 +LS,54677960010661,native,60,115.622 +LS,54677960010661,native,65,120.781 +LS,54677960010661,native,70,127.193 +LS,54677960010661,native,75,133.104 +LS,54677960010661,native,80,139.278 +LS,54677960010661,native,85,145.794 +LS,54677960010661,native,90,152.417 +LS,54677960010661,native,95,156.888 +LS,54677960010661,native,100,160.861 +LS,54684551010661,native,0,31.639 +LS,54684551010661,native,5,43.953 +LS,54684551010661,native,10,53.868 +LS,54684551010661,native,15,67.261 +LS,54684551010661,native,20,78.493 +LS,54684551010661,native,25,89.651 +LS,54684551010661,native,30,97.101 +LS,54684551010661,native,35,101.325 +LS,54684551010661,native,40,107.857 +LS,54684551010661,native,45,112.393 +LS,54684551010661,native,50,121.717 +LS,54684551010661,native,55,128.976 +LS,54684551010661,native,60,134.949 +LS,54684551010661,native,65,142.631 +LS,54684551010661,native,70,148.438 +LS,54684551010661,native,75,154.649 +LS,54684551010661,native,80,155.24 +LS,54684551010661,native,85,156.264 +LS,54684551010661,native,90,158.912 +LS,54684551010661,native,95,161.554 +LS,54684551010661,native,100,166.15 +LS,54685890010661,native,0,28.435 +LS,54685890010661,native,5,52.133 +LS,54685890010661,native,10,67.133 +LS,54685890010661,native,15,74.162 +LS,54685890010661,native,20,79.867 +LS,54685890010661,native,25,86.076 +LS,54685890010661,native,30,91.631 +LS,54685890010661,native,35,96.606 +LS,54685890010661,native,40,101.879 +LS,54685890010661,native,45,107.125 +LS,54685890010661,native,50,111.654 +LS,54685890010661,native,55,116.391 +LS,54685890010661,native,60,121.252 +LS,54685890010661,native,65,125.762 +LS,54685890010661,native,70,130.059 +LS,54685890010661,native,75,133.948 +LS,54685890010661,native,80,137.771 +LS,54685890010661,native,85,141.363 +LS,54685890010661,native,90,144.996 +LS,54685890010661,native,95,148.222 +LS,54685890010661,native,100,151.056 +LS,54686747010661,native,0,48.343 +LS,54686747010661,native,5,65.643 +LS,54686747010661,native,10,77.084 +LS,54686747010661,native,15,79.627 +LS,54686747010661,native,20,84.888 +LS,54686747010661,native,25,91.356 +LS,54686747010661,native,30,98.4 +LS,54686747010661,native,35,105.387 +LS,54686747010661,native,40,111.156 +LS,54686747010661,native,45,117.457 +LS,54686747010661,native,50,125.046 +LS,54686747010661,native,55,132.124 +LS,54686747010661,native,60,137.946 +LS,54686747010661,native,65,142.429 +LS,54686747010661,native,70,149.131 +LS,54686747010661,native,75,156.583 +LS,54686747010661,native,80,160.338 +LS,54686747010661,native,85,163.904 +LS,54686747010661,native,90,167.075 +LS,54686747010661,native,95,169.392 +LS,54686747010661,native,100,171.039 +LS,54749806010661,native,0,13.012 +LS,54749806010661,native,5,35.584 +LS,54749806010661,native,10,49.825 +LS,54749806010661,native,15,58.629 +LS,54749806010661,native,20,62.811 +LS,54749806010661,native,25,67.743 +LS,54749806010661,native,30,74.15 +LS,54749806010661,native,35,80.89 +LS,54749806010661,native,40,85.685 +LS,54749806010661,native,45,90.339 +LS,54749806010661,native,50,95.703 +LS,54749806010661,native,55,100.319 +LS,54749806010661,native,60,107.381 +LS,54749806010661,native,65,114.387 +LS,54749806010661,native,70,119.822 +LS,54749806010661,native,75,125.258 +LS,54749806010661,native,80,131.396 +LS,54749806010661,native,85,134.192 +LS,54749806010661,native,90,137.345 +LS,54749806010661,native,95,139.65 +LS,54749806010661,native,100,142.582 +LS,54751308010661,native,0,37.746 +LS,54751308010661,native,5,53.675 +LS,54751308010661,native,10,63.005 +LS,54751308010661,native,15,70.523 +LS,54751308010661,native,20,77.1 +LS,54751308010661,native,25,84.294 +LS,54751308010661,native,30,91.765 +LS,54751308010661,native,35,99.383 +LS,54751308010661,native,40,106.619 +LS,54751308010661,native,45,114.733 +LS,54751308010661,native,50,121.324 +LS,54751308010661,native,55,129.095 +LS,54751308010661,native,60,135.72 +LS,54751308010661,native,65,140.78 +LS,54751308010661,native,70,147.778 +LS,54751308010661,native,75,153.263 +LS,54751308010661,native,80,159.305 +LS,54751308010661,native,85,165.075 +LS,54751308010661,native,90,169.779 +LS,54751308010661,native,95,173.577 +LS,54751308010661,native,100,176.082 +LS,54752420010661,native,0,24.237 +LS,54752420010661,native,5,42.677 +LS,54752420010661,native,10,55.694 +LS,54752420010661,native,15,68.198 +LS,54752420010661,native,20,76.739 +LS,54752420010661,native,25,85.094 +LS,54752420010661,native,30,92.555 +LS,54752420010661,native,35,99.119 +LS,54752420010661,native,40,104.59 +LS,54752420010661,native,45,110.134 +LS,54752420010661,native,50,116.336 +LS,54752420010661,native,55,121.022 +LS,54752420010661,native,60,128.331 +LS,54752420010661,native,65,134.871 +LS,54752420010661,native,70,139.051 +LS,54752420010661,native,75,142.917 +LS,54752420010661,native,80,146.262 +LS,54752420010661,native,85,149.299 +LS,54752420010661,native,90,151.562 +LS,54752420010661,native,95,153.507 +LS,54752420010661,native,100,155.788 +LS,54937460010661,native,0,9.947 +LS,54937460010661,native,5,25.27 +LS,54937460010661,native,10,42.203 +LS,54937460010661,native,15,58.094 +LS,54937460010661,native,20,73.51 +LS,54937460010661,native,25,81.477 +LS,54937460010661,native,30,84.218 +LS,54937460010661,native,35,85.587 +LS,54937460010661,native,40,88.359 +LS,54937460010661,native,45,90.532 +LS,54937460010661,native,50,92.57 +LS,54937460010661,native,55,95.314 +LS,54937460010661,native,60,96.561 +LS,54937460010661,native,65,98.329 +LS,54937460010661,native,70,100.008 +LS,54937460010661,native,75,101.275 +LS,54937460010661,native,80,102.582 +LS,54937460010661,native,85,101.577 +LS,54937460010661,native,90,100.968 +LS,54937460010661,native,95,100.379 +LS,54937460010661,native,100,99.625 +LS,55359254010661,native,0,14.501 +LS,55359254010661,native,5,23.568 +LS,55359254010661,native,10,32.333 +LS,55359254010661,native,15,42.412 +LS,55359254010661,native,20,54.39 +LS,55359254010661,native,25,67.708 +LS,55359254010661,native,30,82.464 +LS,55359254010661,native,35,96.175 +LS,55359254010661,native,40,106.579 +LS,55359254010661,native,45,117.009 +LS,55359254010661,native,50,127.341 +LS,55359254010661,native,55,137.895 +LS,55359254010661,native,60,154.277 +LS,55359254010661,native,65,166.166 +LS,55359254010661,native,70,174.953 +LS,55359254010661,native,75,178.234 +LS,55359254010661,native,80,180.608 +LS,55359254010661,native,85,182.158 +LS,55359254010661,native,90,183.82 +LS,55359254010661,native,95,185.793 +LS,55359254010661,native,100,187.347 +LS,55361078010661,native,0,0.418 +LS,55361078010661,native,5,1.824 +LS,55361078010661,native,10,5.391 +LS,55361078010661,native,15,12.675 +LS,55361078010661,native,20,24.827 +LS,55361078010661,native,25,32.498 +LS,55361078010661,native,30,44.376 +LS,55361078010661,native,35,57.977 +LS,55361078010661,native,40,63.78 +LS,55361078010661,native,45,71.191 +LS,55361078010661,native,50,81.679 +LS,55361078010661,native,55,97.783 +LS,55361078010661,native,60,112.462 +LS,55361078010661,native,65,126.496 +LS,55361078010661,native,70,136.175 +LS,55361078010661,native,75,144.35 +LS,55361078010661,native,80,147.066 +LS,55361078010661,native,85,150.524 +LS,55361078010661,native,90,153.221 +LS,55361078010661,native,95,155.27 +LS,55361078010661,native,100,156.889 +LS,55366404010661,native,0,14.996 +LS,55366404010661,native,5,31.037 +LS,55366404010661,native,10,42.998 +LS,55366404010661,native,15,55.231 +LS,55366404010661,native,20,67.393 +LS,55366404010661,native,25,76.194 +LS,55366404010661,native,30,83.652 +LS,55366404010661,native,35,90.989 +LS,55366404010661,native,40,96.47 +LS,55366404010661,native,45,104.21 +LS,55366404010661,native,50,111.305 +LS,55366404010661,native,55,115.847 +LS,55366404010661,native,60,121.178 +LS,55366404010661,native,65,127.817 +LS,55366404010661,native,70,131.315 +LS,55366404010661,native,75,133.225 +LS,55366404010661,native,80,135.365 +LS,55366404010661,native,85,138.128 +LS,55366404010661,native,90,140.463 +LS,55366404010661,native,95,143.14 +LS,55366404010661,native,100,145.206 +LS,55370706010661,native,0,46.196 +LS,55370706010661,native,5,74.088 +LS,55370706010661,native,10,98.24 +LS,55370706010661,native,15,125.976 +LS,55370706010661,native,20,152.927 +LS,55370706010661,native,25,174.097 +LS,55370706010661,native,30,192.706 +LS,55370706010661,native,35,208.669 +LS,55370706010661,native,40,219.38 +LS,55370706010661,native,45,229.553 +LS,55370706010661,native,50,236.526 +LS,55370706010661,native,55,243.569 +LS,55370706010661,native,60,249.45 +LS,55370706010661,native,65,251.719 +LS,55370706010661,native,70,255.171 +LS,55370706010661,native,75,257.169 +LS,55370706010661,native,80,259.427 +LS,55370706010661,native,85,261.929 +LS,55370706010661,native,90,264.891 +LS,55370706010661,native,95,266.265 +LS,55370706010661,native,100,267.96 +LS,55380192010661,native,0,38.105 +LS,55380192010661,native,5,65.046 +LS,55380192010661,native,10,88.024 +LS,55380192010661,native,15,100.864 +LS,55380192010661,native,20,113.393 +LS,55380192010661,native,25,126.364 +LS,55380192010661,native,30,139.336 +LS,55380192010661,native,35,154.005 +LS,55380192010661,native,40,167.629 +LS,55380192010661,native,45,180.332 +LS,55380192010661,native,50,192.118 +LS,55380192010661,native,55,199.393 +LS,55380192010661,native,60,211.298 +LS,55380192010661,native,65,223.186 +LS,55380192010661,native,70,230.413 +LS,55380192010661,native,75,236.746 +LS,55380192010661,native,80,240.748 +LS,55380192010661,native,85,245.945 +LS,55380192010661,native,90,249.817 +LS,55380192010661,native,95,254.896 +LS,55380192010661,native,100,258.448 +LS,55371127010661,native,0,0.0 +LS,55383161010661,native,0,15.359 +LS,55383161010661,native,5,35.13 +LS,55383161010661,native,10,55.861 +LS,55383161010661,native,15,66.905 +LS,55383161010661,native,20,79.384 +LS,55383161010661,native,25,90.072 +LS,55383161010661,native,30,99.13 +LS,55383161010661,native,35,109.163 +LS,55383161010661,native,40,115.667 +LS,55383161010661,native,45,121.797 +LS,55383161010661,native,50,126.499 +LS,55383161010661,native,55,130.019 +LS,55383161010661,native,60,133.972 +LS,55383161010661,native,65,136.941 +LS,55383161010661,native,70,140.001 +LS,55383161010661,native,75,144.465 +LS,55383161010661,native,80,148.186 +LS,55383161010661,native,85,150.254 +LS,55383161010661,native,90,153.367 +LS,55383161010661,native,95,156.032 +LS,55383161010661,native,100,158.172 +LS,55389954010661,native,0,4.638 +LS,55389954010661,native,5,12.484 +LS,55389954010661,native,10,27.094 +LS,55389954010661,native,15,48.647 +LS,55389954010661,native,20,68.877 +LS,55389954010661,native,25,88.182 +LS,55389954010661,native,30,124.987 +LS,55389954010661,native,35,140.297 +LS,55389954010661,native,40,154.674 +LS,55389954010661,native,45,166.138 +LS,55389954010661,native,50,176.57 +LS,55389954010661,native,55,183.794 +LS,55389954010661,native,60,196.444 +LS,55389954010661,native,65,206.287 +LS,55389954010661,native,70,214.351 +LS,55389954010661,native,75,218.518 +LS,55389954010661,native,80,222.088 +LS,55389954010661,native,85,226.0 +LS,55389954010661,native,90,228.746 +LS,55389954010661,native,95,232.789 +LS,55389954010661,native,100,237.253 +LS,55322689010661,native,0,35.957 +LS,55322689010661,native,5,56.34 +LS,55322689010661,native,10,69.051 +LS,55322689010661,native,15,76.561 +LS,55322689010661,native,20,83.865 +LS,55322689010661,native,25,99.252 +LS,55322689010661,native,30,104.285 +LS,55322689010661,native,35,114.843 +LS,55322689010661,native,40,121.424 +LS,55322689010661,native,45,139.429 +LS,55322689010661,native,50,150.958 +LS,55322689010661,native,55,160.949 +LS,55322689010661,native,60,153.363 +LS,55322689010661,native,65,153.355 +LS,55322689010661,native,70,155.946 +LS,55322689010661,native,75,158.999 +LS,55322689010661,native,80,161.872 +LS,55322689010661,native,85,164.673 +LS,55322689010661,native,90,167.352 +LS,55322689010661,native,95,169.983 +LS,55322689010661,native,100,172.349 +LS,55326340010661,native,0,13.855 +LS,55326340010661,native,5,37.02 +LS,55326340010661,native,10,49.742 +LS,55326340010661,native,15,61.829 +LS,55326340010661,native,20,76.604 +LS,55326340010661,native,25,87.964 +LS,55326340010661,native,30,101.522 +LS,55326340010661,native,35,113.138 +LS,55326340010661,native,40,123.874 +LS,55326340010661,native,45,132.821 +LS,55326340010661,native,50,138.704 +LS,55326340010661,native,55,143.897 +LS,55326340010661,native,60,147.879 +LS,55326340010661,native,65,151.875 +LS,55326340010661,native,70,154.869 +LS,55326340010661,native,75,157.53 +LS,55326340010661,native,80,160.208 +LS,55326340010661,native,85,163.154 +LS,55326340010661,native,90,166.007 +LS,55326340010661,native,95,168.524 +LS,55326340010661,native,100,170.879 +LS,55331515010661,native,0,8.399 +LS,55331515010661,native,5,19.527 +LS,55331515010661,native,10,33.806 +LS,55331515010661,native,15,49.983 +LS,55331515010661,native,20,61.316 +LS,55331515010661,native,25,71.795 +LS,55331515010661,native,30,84.277 +LS,55331515010661,native,35,95.631 +LS,55331515010661,native,40,105.402 +LS,55331515010661,native,45,109.472 +LS,55331515010661,native,50,113.119 +LS,55331515010661,native,55,116.239 +LS,55331515010661,native,60,121.019 +LS,55331515010661,native,65,126.001 +LS,55331515010661,native,70,128.032 +LS,55331515010661,native,75,128.823 +LS,55331515010661,native,80,129.751 +LS,55331515010661,native,85,130.358 +LS,55331515010661,native,90,131.027 +LS,55331515010661,native,95,131.431 +LS,55331515010661,native,100,131.761 +LS,55332461010661,native,0,0.0 +LS,55349100010661,native,0,42.251 +LS,55349100010661,native,5,52.969 +LS,55349100010661,native,10,56.967 +LS,55349100010661,native,15,62.362 +LS,55349100010661,native,20,65.721 +LS,55349100010661,native,25,68.791 +LS,55349100010661,native,30,71.698 +LS,55349100010661,native,35,74.436 +LS,55349100010661,native,40,77.552 +LS,55349100010661,native,45,80.55 +LS,55349100010661,native,50,82.665 +LS,55349100010661,native,55,85.182 +LS,55349100010661,native,60,87.267 +LS,55349100010661,native,65,89.572 +LS,55349100010661,native,70,91.996 +LS,55349100010661,native,75,94.29 +LS,55349100010661,native,80,96.281 +LS,55349100010661,native,85,98.065 +LS,55349100010661,native,90,99.859 +LS,55349100010661,native,95,101.559 +LS,55349100010661,native,100,103.316 +LS,62277358010661,native,0,21.173 +LS,62277358010661,native,5,37.701 +LS,62277358010661,native,10,55.957 +LS,62277358010661,native,15,70.8 +LS,62277358010661,native,20,77.172 +LS,62277358010661,native,25,83.086 +LS,62277358010661,native,30,93.678 +LS,62277358010661,native,35,101.93 +LS,62277358010661,native,40,108.075 +LS,62277358010661,native,45,114.743 +LS,62277358010661,native,50,122.258 +LS,62277358010661,native,55,127.054 +LS,62277358010661,native,60,133.056 +LS,62277358010661,native,65,140.545 +LS,62277358010661,native,70,144.703 +LS,62277358010661,native,75,148.049 +LS,62277358010661,native,80,151.045 +LS,62277358010661,native,85,155.029 +LS,62277358010661,native,90,157.717 +LS,62277358010661,native,95,160.383 +LS,62277358010661,native,100,164.221 +LS,62219704010661,native,0,0.0 +LS,62222588010661,native,0,6.499 +LS,62222588010661,native,5,12.623 +LS,62222588010661,native,10,19.938 +LS,62222588010661,native,15,29.044 +LS,62222588010661,native,20,39.222 +LS,62222588010661,native,25,47.405 +LS,62222588010661,native,30,57.269 +LS,62222588010661,native,35,66.727 +LS,62222588010661,native,40,80.403 +LS,62222588010661,native,45,91.456 +LS,62222588010661,native,50,102.904 +LS,62222588010661,native,55,112.234 +LS,62222588010661,native,60,124.052 +LS,62222588010661,native,65,132.15 +LS,62222588010661,native,70,140.599 +LS,62222588010661,native,75,148.137 +LS,62222588010661,native,80,155.31 +LS,62222588010661,native,85,160.417 +LS,62222588010661,native,90,163.573 +LS,62222588010661,native,95,166.532 +LS,62222588010661,native,100,170.035 +LS,54597490010661,native,0,81.3 +LS,54597490010661,native,5,100.888 +LS,54597490010661,native,10,110.923 +LS,54597490010661,native,15,122.201 +LS,54597490010661,native,20,133.802 +LS,54597490010661,native,25,143.254 +LS,54597490010661,native,30,153.273 +LS,54597490010661,native,35,162.917 +LS,54597490010661,native,40,173.509 +LS,54597490010661,native,45,183.825 +LS,54597490010661,native,50,192.006 +LS,54597490010661,native,55,200.499 +LS,54597490010661,native,60,210.207 +LS,54597490010661,native,65,219.768 +LS,54597490010661,native,70,229.851 +LS,54597490010661,native,75,241.769 +LS,54597490010661,native,80,248.901 +LS,54597490010661,native,85,255.384 +LS,54597490010661,native,90,259.953 +LS,54597490010661,native,95,264.045 +LS,54597490010661,native,100,267.7 +LS,54597960010661,native,0,24.774 +LS,54597960010661,native,5,49.199 +LS,54597960010661,native,10,61.649 +LS,54597960010661,native,15,68.117 +LS,54597960010661,native,20,75.524 +LS,54597960010661,native,25,81.566 +LS,54597960010661,native,30,87.089 +LS,54597960010661,native,35,93.737 +LS,54597960010661,native,40,99.373 +LS,54597960010661,native,45,105.052 +LS,54597960010661,native,50,110.049 +LS,54597960010661,native,55,115.713 +LS,54597960010661,native,60,120.606 +LS,54597960010661,native,65,124.592 +LS,54597960010661,native,70,129.152 +LS,54597960010661,native,75,132.919 +LS,54597960010661,native,80,136.626 +LS,54597960010661,native,85,140.604 +LS,54597960010661,native,90,144.296 +LS,54597960010661,native,95,148.205 +LS,54597960010661,native,100,151.475 +LS,54598861010661,native,0,13.714 +LS,54598861010661,native,5,27.035 +LS,54598861010661,native,10,41.781 +LS,54598861010661,native,15,54.141 +LS,54598861010661,native,20,61.251 +LS,54598861010661,native,25,67.12 +LS,54598861010661,native,30,73.102 +LS,54598861010661,native,35,78.233 +LS,54598861010661,native,40,82.818 +LS,54598861010661,native,45,87.019 +LS,54598861010661,native,50,91.539 +LS,54598861010661,native,55,95.419 +LS,54598861010661,native,60,98.481 +LS,54598861010661,native,65,100.576 +LS,54598861010661,native,70,102.856 +LS,54598861010661,native,75,104.856 +LS,54598861010661,native,80,106.32 +LS,54598861010661,native,85,108.002 +LS,54598861010661,native,90,109.505 +LS,54598861010661,native,95,111.267 +LS,54598861010661,native,100,112.512 +LS,54599046010661,native,0,60.694 +LS,54599046010661,native,5,85.866 +LS,54599046010661,native,10,99.272 +LS,54599046010661,native,15,109.774 +LS,54599046010661,native,20,121.908 +LS,54599046010661,native,25,132.63 +LS,54599046010661,native,30,142.941 +LS,54599046010661,native,35,155.096 +LS,54599046010661,native,40,168.197 +LS,54599046010661,native,45,181.544 +LS,54599046010661,native,50,192.159 +LS,54599046010661,native,55,202.166 +LS,54599046010661,native,60,210.483 +LS,54599046010661,native,65,218.192 +LS,54599046010661,native,70,225.687 +LS,54599046010661,native,75,234.569 +LS,54599046010661,native,80,242.784 +LS,54599046010661,native,85,249.92 +LS,54599046010661,native,90,256.409 +LS,54599046010661,native,95,260.523 +LS,54599046010661,native,100,263.216 +LS,54599327010661,native,0,0.0 +LS,54600098010661,native,0,4.623 +LS,54600098010661,native,5,16.222 +LS,54600098010661,native,10,34.913 +LS,54600098010661,native,15,52.75 +LS,54600098010661,native,20,67.572 +LS,54600098010661,native,25,77.957 +LS,54600098010661,native,30,85.33 +LS,54600098010661,native,35,92.397 +LS,54600098010661,native,40,100.071 +LS,54600098010661,native,45,107.723 +LS,54600098010661,native,50,114.333 +LS,54600098010661,native,55,119.763 +LS,54600098010661,native,60,124.108 +LS,54600098010661,native,65,129.377 +LS,54600098010661,native,70,134.386 +LS,54600098010661,native,75,140.882 +LS,54600098010661,native,80,146.296 +LS,54600098010661,native,85,151.182 +LS,54600098010661,native,90,155.322 +LS,54600098010661,native,95,158.895 +LS,54600098010661,native,100,161.136 +LS,54600254010661,native,0,22.056 +LS,54600254010661,native,5,26.739 +LS,54600254010661,native,10,31.729 +LS,54600254010661,native,15,38.414 +LS,54600254010661,native,20,44.824 +LS,54600254010661,native,25,51.345 +LS,54600254010661,native,30,59.833 +LS,54600254010661,native,35,67.374 +LS,54600254010661,native,40,77.024 +LS,54600254010661,native,45,84.633 +LS,54600254010661,native,50,90.013 +LS,54600254010661,native,55,97.28 +LS,54600254010661,native,60,102.338 +LS,54600254010661,native,65,110.847 +LS,54600254010661,native,70,117.763 +LS,54600254010661,native,75,126.941 +LS,54600254010661,native,80,132.764 +LS,54600254010661,native,85,141.043 +LS,54600254010661,native,90,149.209 +LS,54600254010661,native,95,155.462 +LS,54600254010661,native,100,156.677 +LS,54593151010661,native,0,0.854 +LS,54593151010661,native,5,2.856 +LS,54593151010661,native,10,6.877 +LS,54593151010661,native,15,14.348 +LS,54593151010661,native,20,24.182 +LS,54593151010661,native,25,35.211 +LS,54593151010661,native,30,43.222 +LS,54593151010661,native,35,50.306 +LS,54593151010661,native,40,59.771 +LS,54593151010661,native,45,68.263 +LS,54593151010661,native,50,78.206 +LS,54593151010661,native,55,91.295 +LS,54593151010661,native,60,99.072 +LS,54593151010661,native,65,108.901 +LS,54593151010661,native,70,121.996 +LS,54593151010661,native,75,130.804 +LS,54593151010661,native,80,138.235 +LS,54593151010661,native,85,154.418 +LS,54593151010661,native,90,165.21 +LS,54593151010661,native,95,172.297 +LS,54593151010661,native,100,177.649 +LS,55418031010661,native,0,124.469 +LS,55418031010661,native,5,157.871 +LS,55418031010661,native,10,174.601 +LS,55418031010661,native,15,198.285 +LS,55418031010661,native,20,217.372 +LS,55418031010661,native,25,231.161 +LS,55418031010661,native,30,248.226 +LS,55418031010661,native,35,264.646 +LS,55418031010661,native,40,284.705 +LS,55418031010661,native,45,302.058 +LS,55418031010661,native,50,319.984 +LS,55418031010661,native,55,334.095 +LS,55418031010661,native,60,348.3 +LS,55418031010661,native,65,363.719 +LS,55418031010661,native,70,379.842 +LS,55418031010661,native,75,392.08 +LS,55418031010661,native,80,402.949 +LS,55418031010661,native,85,414.45 +LS,55418031010661,native,90,425.909 +LS,55418031010661,native,95,440.964 +LS,55418031010661,native,100,451.279 +LS,55168967010661,native,0,0.714 +LS,55168967010661,native,5,3.428 +LS,55168967010661,native,10,8.716 +LS,55168967010661,native,15,16.187 +LS,55168967010661,native,20,23.204 +LS,55168967010661,native,25,33.661 +LS,55168967010661,native,30,41.153 +LS,55168967010661,native,35,48.414 +LS,55168967010661,native,40,54.268 +LS,55168967010661,native,45,62.282 +LS,55168967010661,native,50,67.992 +LS,55168967010661,native,55,75.278 +LS,55168967010661,native,60,83.954 +LS,55168967010661,native,65,89.418 +LS,55168967010661,native,70,91.224 +LS,55168967010661,native,75,93.431 +LS,55168967010661,native,80,95.255 +LS,55168967010661,native,85,97.258 +LS,55168967010661,native,90,98.803 +LS,55168967010661,native,95,100.616 +LS,55168967010661,native,100,101.49 +LS,55182159010661,native,0,74.405 +LS,55182159010661,native,5,93.884 +LS,55182159010661,native,10,104.055 +LS,55182159010661,native,15,111.915 +LS,55182159010661,native,20,118.066 +LS,55182159010661,native,25,124.249 +LS,55182159010661,native,30,130.062 +LS,55182159010661,native,35,136.463 +LS,55182159010661,native,40,141.368 +LS,55182159010661,native,45,144.402 +LS,55182159010661,native,50,147.221 +LS,55182159010661,native,55,150.117 +LS,55182159010661,native,60,153.082 +LS,55182159010661,native,65,155.676 +LS,55182159010661,native,70,158.446 +LS,55182159010661,native,75,160.229 +LS,55182159010661,native,80,161.89 +LS,55182159010661,native,85,162.105 +LS,55182159010661,native,90,161.585 +LS,55182159010661,native,95,160.933 +LS,55182159010661,native,100,160.259 +LS,55183184010661,native,0,9.485 +LS,55183184010661,native,5,21.381 +LS,55183184010661,native,10,40.25 +LS,55183184010661,native,15,54.032 +LS,55183184010661,native,20,66.807 +LS,55183184010661,native,25,83.603 +LS,55183184010661,native,30,98.615 +LS,55183184010661,native,35,111.21 +LS,55183184010661,native,40,120.985 +LS,55183184010661,native,45,127.265 +LS,55183184010661,native,50,137.424 +LS,55183184010661,native,55,140.101 +LS,55183184010661,native,60,144.322 +LS,55183184010661,native,65,146.76 +LS,55183184010661,native,70,149.997 +LS,55183184010661,native,75,154.287 +LS,55183184010661,native,80,157.482 +LS,55183184010661,native,85,160.497 +LS,55183184010661,native,90,162.248 +LS,55183184010661,native,95,165.013 +LS,55183184010661,native,100,168.641 +LS,55184288010661,native,0,15.387 +LS,55184288010661,native,5,57.34 +LS,55184288010661,native,10,80.1 +LS,55184288010661,native,15,100.747 +LS,55184288010661,native,20,116.717 +LS,55184288010661,native,25,129.945 +LS,55184288010661,native,30,144.072 +LS,55184288010661,native,35,159.297 +LS,55184288010661,native,40,172.33 +LS,55184288010661,native,45,179.666 +LS,55184288010661,native,50,193.54 +LS,55184288010661,native,55,203.538 +LS,55184288010661,native,60,211.232 +LS,55184288010661,native,65,219.338 +LS,55184288010661,native,70,225.005 +LS,55184288010661,native,75,230.117 +LS,55184288010661,native,80,233.235 +LS,55184288010661,native,85,236.459 +LS,55184288010661,native,90,239.972 +LS,55184288010661,native,95,243.191 +LS,55184288010661,native,100,245.9 +LS,55175110010661,native,0,15.431 +LS,55175110010661,native,5,34.546 +LS,55175110010661,native,10,48.142 +LS,55175110010661,native,15,55.089 +LS,55175110010661,native,20,63.198 +LS,55175110010661,native,25,69.825 +LS,55175110010661,native,30,72.997 +LS,55175110010661,native,35,77.241 +LS,55175110010661,native,40,82.024 +LS,55175110010661,native,45,85.008 +LS,55175110010661,native,50,88.145 +LS,55175110010661,native,55,90.426 +LS,55175110010661,native,60,93.064 +LS,55175110010661,native,65,94.395 +LS,55175110010661,native,70,96.736 +LS,55175110010661,native,75,97.201 +LS,55175110010661,native,80,97.49 +LS,55175110010661,native,85,97.275 +LS,55175110010661,native,90,99.721 +LS,55175110010661,native,95,99.979 +LS,55175110010661,native,100,100.844 +LS,55175812010661,native,0,1.183 +LS,55175812010661,native,5,3.319 +LS,55175812010661,native,10,6.771 +LS,55175812010661,native,15,12.022 +LS,55175812010661,native,20,17.918 +LS,55175812010661,native,25,25.179 +LS,55175812010661,native,30,32.834 +LS,55175812010661,native,35,43.029 +LS,55175812010661,native,40,50.004 +LS,55175812010661,native,45,58.973 +LS,55175812010661,native,50,70.371 +LS,55175812010661,native,55,77.251 +LS,55175812010661,native,60,85.057 +LS,55175812010661,native,65,94.533 +LS,55175812010661,native,70,105.139 +LS,55175812010661,native,75,113.972 +LS,55175812010661,native,80,122.766 +LS,55175812010661,native,85,135.514 +LS,55175812010661,native,90,148.285 +LS,55175812010661,native,95,159.909 +LS,55175812010661,native,100,163.263 +LS,55178058010661,native,0,73.991 +LS,55178058010661,native,5,96.352 +LS,55178058010661,native,10,113.13 +LS,55178058010661,native,15,127.373 +LS,55178058010661,native,20,140.736 +LS,55178058010661,native,25,156.542 +LS,55178058010661,native,30,171.271 +LS,55178058010661,native,35,180.965 +LS,55178058010661,native,40,191.471 +LS,55178058010661,native,45,201.644 +LS,55178058010661,native,50,212.329 +LS,55178058010661,native,55,222.412 +LS,55178058010661,native,60,233.003 +LS,55178058010661,native,65,241.252 +LS,55178058010661,native,70,252.218 +LS,55178058010661,native,75,262.976 +LS,55178058010661,native,80,273.097 +LS,55178058010661,native,85,282.346 +LS,55178058010661,native,90,291.266 +LS,55178058010661,native,95,299.201 +LS,55178058010661,native,100,308.638 +LS,55353028010661,native,0,0.0 +LS,54953982010661,native,0,113.554 +LS,54953982010661,native,5,160.504 +LS,54953982010661,native,10,193.181 +LS,54953982010661,native,15,218.413 +LS,54953982010661,native,20,248.473 +LS,54953982010661,native,25,278.592 +LS,54953982010661,native,30,306.852 +LS,54953982010661,native,35,328.412 +LS,54953982010661,native,40,357.843 +LS,54953982010661,native,45,381.208 +LS,54953982010661,native,50,404.623 +LS,54953982010661,native,55,429.163 +LS,54953982010661,native,60,449.889 +LS,54953982010661,native,65,465.949 +LS,54953982010661,native,70,481.798 +LS,54953982010661,native,75,497.023 +LS,54953982010661,native,80,515.744 +LS,54953982010661,native,85,527.093 +LS,54953982010661,native,90,537.687 +LS,54953982010661,native,95,545.558 +LS,54953982010661,native,100,552.763 +LS,54960356010661,native,0,55.615 +LS,54960356010661,native,5,73.87 +LS,54960356010661,native,10,87.588 +LS,54960356010661,native,15,97.04 +LS,54960356010661,native,20,108.053 +LS,54960356010661,native,25,113.298 +LS,54960356010661,native,30,119.087 +LS,54960356010661,native,35,125.041 +LS,54960356010661,native,40,131.318 +LS,54960356010661,native,45,137.626 +LS,54960356010661,native,50,144.665 +LS,54960356010661,native,55,150.847 +LS,54960356010661,native,60,156.902 +LS,54960356010661,native,65,163.47 +LS,54960356010661,native,70,170.695 +LS,54960356010661,native,75,179.707 +LS,54960356010661,native,80,187.595 +LS,54960356010661,native,85,195.111 +LS,54960356010661,native,90,202.676 +LS,54960356010661,native,95,210.987 +LS,54960356010661,native,100,218.525 +LS,54961362010661,native,0,13.792 +LS,54961362010661,native,5,23.477 +LS,54961362010661,native,10,37.685 +LS,54961362010661,native,15,54.595 +LS,54961362010661,native,20,68.138 +LS,54961362010661,native,25,80.421 +LS,54961362010661,native,30,91.094 +LS,54961362010661,native,35,101.376 +LS,54961362010661,native,40,111.845 +LS,54961362010661,native,45,121.408 +LS,54961362010661,native,50,128.219 +LS,54961362010661,native,55,136.875 +LS,54961362010661,native,60,143.15 +LS,54961362010661,native,65,153.288 +LS,54961362010661,native,70,162.739 +LS,54961362010661,native,75,169.601 +LS,54961362010661,native,80,174.113 +LS,54961362010661,native,85,175.464 +LS,54961362010661,native,90,178.728 +LS,54961362010661,native,95,182.51 +LS,54961362010661,native,100,184.74 +LS,102517650010661,native,0,0.04 +LS,102517650010661,native,5,0.172 +LS,102517650010661,native,10,0.507 +LS,102517650010661,native,15,1.036 +LS,102517650010661,native,20,1.194 +LS,102517650010661,native,25,1.318 +LS,102517650010661,native,30,1.417 +LS,102517650010661,native,35,1.488 +LS,102517650010661,native,40,1.553 +LS,102517650010661,native,45,1.633 +LS,102517650010661,native,50,1.693 +LS,102517650010661,native,55,1.748 +LS,102517650010661,native,60,1.79 +LS,102517650010661,native,65,1.843 +LS,102517650010661,native,70,1.915 +LS,102517650010661,native,75,1.987 +LS,102517650010661,native,80,2.044 +LS,102517650010661,native,85,2.099 +LS,102517650010661,native,90,2.169 +LS,102517650010661,native,95,2.227 +LS,102517650010661,native,100,2.269 +LS,102510447010661,native,0,0.326 +LS,102510447010661,native,5,1.07 +LS,102510447010661,native,10,2.373 +LS,102510447010661,native,15,3.154 +LS,102510447010661,native,20,3.744 +LS,102510447010661,native,25,4.329 +LS,102510447010661,native,30,4.893 +LS,102510447010661,native,35,5.437 +LS,102510447010661,native,40,6.106 +LS,102510447010661,native,45,6.814 +LS,102510447010661,native,50,7.733 +LS,102510447010661,native,55,8.606 +LS,102510447010661,native,60,9.68 +LS,102510447010661,native,65,10.818 +LS,102510447010661,native,70,12.061 +LS,102510447010661,native,75,13.557 +LS,102510447010661,native,80,15.37 +LS,102510447010661,native,85,17.131 +LS,102510447010661,native,90,19.32 +LS,102510447010661,native,95,21.516 +LS,102510447010661,native,100,23.937 +LS,102517434010661,native,0,0.16 +LS,102517434010661,native,5,0.419 +LS,102517434010661,native,10,0.861 +LS,102517434010661,native,15,1.273 +LS,102517434010661,native,20,1.659 +LS,102517434010661,native,25,2.071 +LS,102517434010661,native,30,2.528 +LS,102517434010661,native,35,3.13 +LS,102517434010661,native,40,3.833 +LS,102517434010661,native,45,4.609 +LS,102517434010661,native,50,5.625 +LS,102517434010661,native,55,6.697 +LS,102517434010661,native,60,7.898 +LS,102517434010661,native,65,9.062 +LS,102517434010661,native,70,10.268 +LS,102517434010661,native,75,11.467 +LS,102517434010661,native,80,12.833 +LS,102517434010661,native,85,14.226 +LS,102517434010661,native,90,15.669 +LS,102517434010661,native,95,17.187 +LS,102517434010661,native,100,18.824 +LS,102518523010661,native,0,0.0 +LS,102508806010661,native,0,0.104 +LS,102508806010661,native,5,0.241 +LS,102508806010661,native,10,0.468 +LS,102508806010661,native,15,0.802 +LS,102508806010661,native,20,1.163 +LS,102508806010661,native,25,1.483 +LS,102508806010661,native,30,1.882 +LS,102508806010661,native,35,2.3 +LS,102508806010661,native,40,2.818 +LS,102508806010661,native,45,3.455 +LS,102508806010661,native,50,4.177 +LS,102508806010661,native,55,4.944 +LS,102508806010661,native,60,6.182 +LS,102508806010661,native,65,7.392 +LS,102508806010661,native,70,9.067 +LS,102508806010661,native,75,11.099 +LS,102508806010661,native,80,13.278 +LS,102508806010661,native,85,15.744 +LS,102508806010661,native,90,18.725 +LS,102508806010661,native,95,21.888 +LS,102508806010661,native,100,25.659 +LS,102516627010661,native,0,0.195 +LS,102516627010661,native,5,0.46 +LS,102516627010661,native,10,0.77 +LS,102516627010661,native,15,1.115 +LS,102516627010661,native,20,1.517 +LS,102516627010661,native,25,2.218 +LS,102516627010661,native,30,3.172 +LS,102516627010661,native,35,4.046 +LS,102516627010661,native,40,5.154 +LS,102516627010661,native,45,6.221 +LS,102516627010661,native,50,7.44 +LS,102516627010661,native,55,8.608 +LS,102516627010661,native,60,10.032 +LS,102516627010661,native,65,11.627 +LS,102516627010661,native,70,13.144 +LS,102516627010661,native,75,15.216 +LS,102516627010661,native,80,17.081 +LS,102516627010661,native,85,19.169 +LS,102516627010661,native,90,20.641 +LS,102516627010661,native,95,22.396 +LS,102516627010661,native,100,24.896 +LS,102507987010661,native,0,0.0 +LS,102518055010661,native,0,0.738 +LS,102518055010661,native,5,1.331 +LS,102518055010661,native,10,1.977 +LS,102518055010661,native,15,2.771 +LS,102518055010661,native,20,3.614 +LS,102518055010661,native,25,4.514 +LS,102518055010661,native,30,5.571 +LS,102518055010661,native,35,7.036 +LS,102518055010661,native,40,9.144 +LS,102518055010661,native,45,11.353 +LS,102518055010661,native,50,13.847 +LS,102518055010661,native,55,16.508 +LS,102518055010661,native,60,19.498 +LS,102518055010661,native,65,22.97 +LS,102518055010661,native,70,26.989 +LS,102518055010661,native,75,31.398 +LS,102518055010661,native,80,35.512 +LS,102518055010661,native,85,39.986 +LS,102518055010661,native,90,44.054 +LS,102518055010661,native,95,48.411 +LS,102518055010661,native,100,52.656 +LS,102513195010661,native,0,0.508 +LS,102513195010661,native,5,1.056 +LS,102513195010661,native,10,1.922 +LS,102513195010661,native,15,2.988 +LS,102513195010661,native,20,3.989 +LS,102513195010661,native,25,5.017 +LS,102513195010661,native,30,6.216 +LS,102513195010661,native,35,7.752 +LS,102513195010661,native,40,9.521 +LS,102513195010661,native,45,11.249 +LS,102513195010661,native,50,13.054 +LS,102513195010661,native,55,15.144 +LS,102513195010661,native,60,17.382 +LS,102513195010661,native,65,19.787 +LS,102513195010661,native,70,22.154 +LS,102513195010661,native,75,25.037 +LS,102513195010661,native,80,28.064 +LS,102513195010661,native,85,31.713 +LS,102513195010661,native,90,35.201 +LS,102513195010661,native,95,38.979 +LS,102513195010661,native,100,43.085 +LS,102512805010661,native,0,0.818 +LS,102512805010661,native,5,1.413 +LS,102512805010661,native,10,2.058 +LS,102512805010661,native,15,2.815 +LS,102512805010661,native,20,3.729 +LS,102512805010661,native,25,4.651 +LS,102512805010661,native,30,5.875 +LS,102512805010661,native,35,7.311 +LS,102512805010661,native,40,9.164 +LS,102512805010661,native,45,10.818 +LS,102512805010661,native,50,12.654 +LS,102512805010661,native,55,14.522 +LS,102512805010661,native,60,16.916 +LS,102512805010661,native,65,19.555 +LS,102512805010661,native,70,22.398 +LS,102512805010661,native,75,25.779 +LS,102512805010661,native,80,29.06 +LS,102512805010661,native,85,31.974 +LS,102512805010661,native,90,34.728 +LS,102512805010661,native,95,37.706 +LS,102512805010661,native,100,40.697 +LS,102514323010661,native,0,1.256 +LS,102514323010661,native,5,3.823 +LS,102514323010661,native,10,7.802 +LS,102514323010661,native,15,12.43 +LS,102514323010661,native,20,17.124 +LS,102514323010661,native,25,22.387 +LS,102514323010661,native,30,28.79 +LS,102514323010661,native,35,35.553 +LS,102514323010661,native,40,43.366 +LS,102514323010661,native,45,52.29 +LS,102514323010661,native,50,63.423 +LS,102514323010661,native,55,73.575 +LS,102514323010661,native,60,84.886 +LS,102514323010661,native,65,95.749 +LS,102514323010661,native,70,106.503 +LS,102514323010661,native,75,117.28 +LS,102514323010661,native,80,127.307 +LS,102514323010661,native,85,131.48 +LS,102514323010661,native,90,135.435 +LS,102514323010661,native,95,138.718 +LS,102514323010661,native,100,141.604 +LS,102514002010661,native,0,0.18 +LS,102514002010661,native,5,0.467 +LS,102514002010661,native,10,0.955 +LS,102514002010661,native,15,1.486 +LS,102514002010661,native,20,2.053 +LS,102514002010661,native,25,2.638 +LS,102514002010661,native,30,3.396 +LS,102514002010661,native,35,4.21 +LS,102514002010661,native,40,5.122 +LS,102514002010661,native,45,6.166 +LS,102514002010661,native,50,7.144 +LS,102514002010661,native,55,8.339 +LS,102514002010661,native,60,9.68 +LS,102514002010661,native,65,11.303 +LS,102514002010661,native,70,12.898 +LS,102514002010661,native,75,14.789 +LS,102514002010661,native,80,17.186 +LS,102514002010661,native,85,19.58 +LS,102514002010661,native,90,22.256 +LS,102514002010661,native,95,24.868 +LS,102514002010661,native,100,27.675 +LS,102108244010661,native,0,0.675 +LS,102108244010661,native,5,1.9 +LS,102108244010661,native,10,3.873 +LS,102108244010661,native,15,4.946 +LS,102108244010661,native,20,5.872 +LS,102108244010661,native,25,6.656 +LS,102108244010661,native,30,7.442 +LS,102108244010661,native,35,8.373 +LS,102108244010661,native,40,9.427 +LS,102108244010661,native,45,10.606 +LS,102108244010661,native,50,11.857 +LS,102108244010661,native,55,13.249 +LS,102108244010661,native,60,14.808 +LS,102108244010661,native,65,16.41 +LS,102108244010661,native,70,18.331 +LS,102108244010661,native,75,20.325 +LS,102108244010661,native,80,22.456 +LS,102108244010661,native,85,24.805 +LS,102108244010661,native,90,27.265 +LS,102108244010661,native,95,29.901 +LS,102108244010661,native,100,32.428 +LS,102108247010661,native,0,0.779 +LS,102108247010661,native,5,1.551 +LS,102108247010661,native,10,2.581 +LS,102108247010661,native,15,3.692 +LS,102108247010661,native,20,4.917 +LS,102108247010661,native,25,6.023 +LS,102108247010661,native,30,7.359 +LS,102108247010661,native,35,8.778 +LS,102108247010661,native,40,10.526 +LS,102108247010661,native,45,12.623 +LS,102108247010661,native,50,15.135 +LS,102108247010661,native,55,17.822 +LS,102108247010661,native,60,20.848 +LS,102108247010661,native,65,24.611 +LS,102108247010661,native,70,28.187 +LS,102108247010661,native,75,31.873 +LS,102108247010661,native,80,35.76 +LS,102108247010661,native,85,39.813 +LS,102108247010661,native,90,44.136 +LS,102108247010661,native,95,48.36 +LS,102108247010661,native,100,52.771 +LS,107859851010661,native,0,0.0 +LS,102513357010661,native,0,0.409 +LS,102513357010661,native,5,0.713 +LS,102513357010661,native,10,1.121 +LS,102513357010661,native,15,1.577 +LS,102513357010661,native,20,2.17 +LS,102513357010661,native,25,2.722 +LS,102513357010661,native,30,3.444 +LS,102513357010661,native,35,4.279 +LS,102513357010661,native,40,4.954 +LS,102513357010661,native,45,5.66 +LS,102513357010661,native,50,6.462 +LS,102513357010661,native,55,7.425 +LS,102513357010661,native,60,8.372 +LS,102513357010661,native,65,9.596 +LS,102513357010661,native,70,10.643 +LS,102513357010661,native,75,12.297 +LS,102513357010661,native,80,13.905 +LS,102513357010661,native,85,15.625 +LS,102513357010661,native,90,17.421 +LS,102513357010661,native,95,18.938 +LS,102513357010661,native,100,20.604 +LS,102513327010661,native,0,0.153 +LS,102513327010661,native,5,0.438 +LS,102513327010661,native,10,0.937 +LS,102513327010661,native,15,1.522 +LS,102513327010661,native,20,2.091 +LS,102513327010661,native,25,2.663 +LS,102513327010661,native,30,3.393 +LS,102513327010661,native,35,4.096 +LS,102513327010661,native,40,4.822 +LS,102513327010661,native,45,5.802 +LS,102513327010661,native,50,6.996 +LS,102513327010661,native,55,8.44 +LS,102513327010661,native,60,9.882 +LS,102513327010661,native,65,11.406 +LS,102513327010661,native,70,12.873 +LS,102513327010661,native,75,14.647 +LS,102513327010661,native,80,16.401 +LS,102513327010661,native,85,18.492 +LS,102513327010661,native,90,20.814 +LS,102513327010661,native,95,23.055 +LS,102513327010661,native,100,25.674 +LS,102517128010661,native,0,0.443 +LS,102517128010661,native,5,0.818 +LS,102517128010661,native,10,1.267 +LS,102517128010661,native,15,1.675 +LS,102517128010661,native,20,2.06 +LS,102517128010661,native,25,2.536 +LS,102517128010661,native,30,3.034 +LS,102517128010661,native,35,3.545 +LS,102517128010661,native,40,4.069 +LS,102517128010661,native,45,4.881 +LS,102517128010661,native,50,5.652 +LS,102517128010661,native,55,6.773 +LS,102517128010661,native,60,7.747 +LS,102517128010661,native,65,8.921 +LS,102517128010661,native,70,10.1 +LS,102517128010661,native,75,11.51 +LS,102517128010661,native,80,13.046 +LS,102517128010661,native,85,14.913 +LS,102517128010661,native,90,17.007 +LS,102517128010661,native,95,19.482 +LS,102517128010661,native,100,22.126 +LS,102518367010661,native,0,0.0 +LS,102508950010661,native,0,0.429 +LS,102508950010661,native,5,0.691 +LS,102508950010661,native,10,0.949 +LS,102508950010661,native,15,1.347 +LS,102508950010661,native,20,1.75 +LS,102508950010661,native,25,2.368 +LS,102508950010661,native,30,3.032 +LS,102508950010661,native,35,3.742 +LS,102508950010661,native,40,4.622 +LS,102508950010661,native,45,5.475 +LS,102508950010661,native,50,6.394 +LS,102508950010661,native,55,7.274 +LS,102508950010661,native,60,8.442 +LS,102508950010661,native,65,9.594 +LS,102508950010661,native,70,10.707 +LS,102508950010661,native,75,11.813 +LS,102508950010661,native,80,12.809 +LS,102508950010661,native,85,13.964 +LS,102508950010661,native,90,15.179 +LS,102508950010661,native,95,16.285 +LS,102508950010661,native,100,17.394 +LS,102510396010661,native,0,1.079 +LS,102510396010661,native,5,1.577 +LS,102510396010661,native,10,2.222 +LS,102510396010661,native,15,3.049 +LS,102510396010661,native,20,4.029 +LS,102510396010661,native,25,5.162 +LS,102510396010661,native,30,6.58 +LS,102510396010661,native,35,8.026 +LS,102510396010661,native,40,9.755 +LS,102510396010661,native,45,11.549 +LS,102510396010661,native,50,13.722 +LS,102510396010661,native,55,15.993 +LS,102510396010661,native,60,18.393 +LS,102510396010661,native,65,20.973 +LS,102510396010661,native,70,23.413 +LS,102510396010661,native,75,25.943 +LS,102510396010661,native,80,29.558 +LS,102510396010661,native,85,33.156 +LS,102510396010661,native,90,36.702 +LS,102510396010661,native,95,40.066 +LS,102510396010661,native,100,43.262 +LS,102513033010661,native,0,0.467 +LS,102513033010661,native,5,0.85 +LS,102513033010661,native,10,1.37 +LS,102513033010661,native,15,1.979 +LS,102513033010661,native,20,2.61 +LS,102513033010661,native,25,3.36 +LS,102513033010661,native,30,4.216 +LS,102513033010661,native,35,5.102 +LS,102513033010661,native,40,6.211 +LS,102513033010661,native,45,7.256 +LS,102513033010661,native,50,8.924 +LS,102513033010661,native,55,10.62 +LS,102513033010661,native,60,12.35 +LS,102513033010661,native,65,14.433 +LS,102513033010661,native,70,16.538 +LS,102513033010661,native,75,18.961 +LS,102513033010661,native,80,21.295 +LS,102513033010661,native,85,24.012 +LS,102513033010661,native,90,27.052 +LS,102513033010661,native,95,30.22 +LS,102513033010661,native,100,33.743 +LS,102509610010661,native,0,0.749 +LS,102509610010661,native,5,1.617 +LS,102509610010661,native,10,3.273 +LS,102509610010661,native,15,5.727 +LS,102509610010661,native,20,8.928 +LS,102509610010661,native,25,12.849 +LS,102509610010661,native,30,17.384 +LS,102509610010661,native,35,22.305 +LS,102509610010661,native,40,27.382 +LS,102509610010661,native,45,32.225 +LS,102509610010661,native,50,37.021 +LS,102509610010661,native,55,42.138 +LS,102509610010661,native,60,46.722 +LS,102509610010661,native,65,51.553 +LS,102509610010661,native,70,55.404 +LS,102509610010661,native,75,59.625 +LS,102509610010661,native,80,63.292 +LS,102509610010661,native,85,66.427 +LS,102509610010661,native,90,69.036 +LS,102509610010661,native,95,71.939 +LS,102509610010661,native,100,74.05 +LS,102513339010661,native,0,0.957 +LS,102513339010661,native,5,2.1 +LS,102513339010661,native,10,3.73 +LS,102513339010661,native,15,5.893 +LS,102513339010661,native,20,8.477 +LS,102513339010661,native,25,11.445 +LS,102513339010661,native,30,14.676 +LS,102513339010661,native,35,18.005 +LS,102513339010661,native,40,22.205 +LS,102513339010661,native,45,27.135 +LS,102513339010661,native,50,32.602 +LS,102513339010661,native,55,39.455 +LS,102513339010661,native,60,47.068 +LS,102513339010661,native,65,55.52 +LS,102513339010661,native,70,64.431 +LS,102513339010661,native,75,74.3 +LS,102513339010661,native,80,85.385 +LS,102513339010661,native,85,97.41 +LS,102513339010661,native,90,109.897 +LS,102513339010661,native,95,122.938 +LS,102513339010661,native,100,136.76 +LS,102513492010661,native,0,0.347 +LS,102513492010661,native,5,0.596 +LS,102513492010661,native,10,0.801 +LS,102513492010661,native,15,1.008 +LS,102513492010661,native,20,1.222 +LS,102513492010661,native,25,1.498 +LS,102513492010661,native,30,1.771 +LS,102513492010661,native,35,2.152 +LS,102513492010661,native,40,2.49 +LS,102513492010661,native,45,2.938 +LS,102513492010661,native,50,3.311 +LS,102513492010661,native,55,3.809 +LS,102513492010661,native,60,4.389 +LS,102513492010661,native,65,4.894 +LS,102513492010661,native,70,5.552 +LS,102513492010661,native,75,6.066 +LS,102513492010661,native,80,6.664 +LS,102513492010661,native,85,7.436 +LS,102513492010661,native,90,7.956 +LS,102513492010661,native,95,8.648 +LS,102513492010661,native,100,9.375 +LS,102518487010661,native,0,0.736 +LS,102518487010661,native,5,1.635 +LS,102518487010661,native,10,2.649 +LS,102518487010661,native,15,3.519 +LS,102518487010661,native,20,4.43 +LS,102518487010661,native,25,5.325 +LS,102518487010661,native,30,6.403 +LS,102518487010661,native,35,7.729 +LS,102518487010661,native,40,9.277 +LS,102518487010661,native,45,11.147 +LS,102518487010661,native,50,13.156 +LS,102518487010661,native,55,15.226 +LS,102518487010661,native,60,17.584 +LS,102518487010661,native,65,19.942 +LS,102518487010661,native,70,22.51 +LS,102518487010661,native,75,25.205 +LS,102518487010661,native,80,27.954 +LS,102518487010661,native,85,30.849 +LS,102518487010661,native,90,33.509 +LS,102518487010661,native,95,36.498 +LS,102518487010661,native,100,39.416 +LS,102517461010661,native,0,0.312 +LS,102517461010661,native,5,0.523 +LS,102517461010661,native,10,0.855 +LS,102517461010661,native,15,1.251 +LS,102517461010661,native,20,1.678 +LS,102517461010661,native,25,2.106 +LS,102517461010661,native,30,2.543 +LS,102517461010661,native,35,3.059 +LS,102517461010661,native,40,3.586 +LS,102517461010661,native,45,4.321 +LS,102517461010661,native,50,5.206 +LS,102517461010661,native,55,6.213 +LS,102517461010661,native,60,7.281 +LS,102517461010661,native,65,8.459 +LS,102517461010661,native,70,9.811 +LS,102517461010661,native,75,11.669 +LS,102517461010661,native,80,13.663 +LS,102517461010661,native,85,15.865 +LS,102517461010661,native,90,18.44 +LS,102517461010661,native,95,21.736 +LS,102517461010661,native,100,25.497 +LS,102512523010661,native,0,0.236 +LS,102512523010661,native,5,0.42 +LS,102512523010661,native,10,0.722 +LS,102512523010661,native,15,1.125 +LS,102512523010661,native,20,1.639 +LS,102512523010661,native,25,2.223 +LS,102512523010661,native,30,2.813 +LS,102512523010661,native,35,3.408 +LS,102512523010661,native,40,4.152 +LS,102512523010661,native,45,4.998 +LS,102512523010661,native,50,6.258 +LS,102512523010661,native,55,7.691 +LS,102512523010661,native,60,9.134 +LS,102512523010661,native,65,11.064 +LS,102512523010661,native,70,13.364 +LS,102512523010661,native,75,15.824 +LS,102512523010661,native,80,18.146 +LS,102512523010661,native,85,20.83 +LS,102512523010661,native,90,24.11 +LS,102512523010661,native,95,27.52 +LS,102512523010661,native,100,30.748 +LS,102515250010661,native,0,0.017 +LS,102515250010661,native,5,0.076 +LS,102515250010661,native,10,0.188 +LS,102515250010661,native,15,0.372 +LS,102515250010661,native,20,0.55 +LS,102515250010661,native,25,0.714 +LS,102515250010661,native,30,0.854 +LS,102515250010661,native,35,1.036 +LS,102515250010661,native,40,1.192 +LS,102515250010661,native,45,1.375 +LS,102515250010661,native,50,1.59 +LS,102515250010661,native,55,1.82 +LS,102515250010661,native,60,2.098 +LS,102515250010661,native,65,2.499 +LS,102515250010661,native,70,3.047 +LS,102515250010661,native,75,3.525 +LS,102515250010661,native,80,4.072 +LS,102515250010661,native,85,4.84 +LS,102515250010661,native,90,5.513 +LS,102515250010661,native,95,6.488 +LS,102515250010661,native,100,7.776 +LS,102513879010661,native,0,0.134 +LS,102513879010661,native,5,0.242 +LS,102513879010661,native,10,0.331 +LS,102513879010661,native,15,0.428 +LS,102513879010661,native,20,0.582 +LS,102513879010661,native,25,0.8 +LS,102513879010661,native,30,1.1 +LS,102513879010661,native,35,1.401 +LS,102513879010661,native,40,1.736 +LS,102513879010661,native,45,2.259 +LS,102513879010661,native,50,2.983 +LS,102513879010661,native,55,3.874 +LS,102513879010661,native,60,4.862 +LS,102513879010661,native,65,5.464 +LS,102513879010661,native,70,6.252 +LS,102513879010661,native,75,6.931 +LS,102513879010661,native,80,7.743 +LS,102513879010661,native,85,8.306 +LS,102513879010661,native,90,8.837 +LS,102513879010661,native,95,9.312 +LS,102513879010661,native,100,9.921 +LS,102513852010661,native,0,0.005 +LS,102513852010661,native,5,0.027 +LS,102513852010661,native,10,0.066 +LS,102513852010661,native,15,0.128 +LS,102513852010661,native,20,0.201 +LS,102513852010661,native,25,0.285 +LS,102513852010661,native,30,0.358 +LS,102513852010661,native,35,0.445 +LS,102513852010661,native,40,0.539 +LS,102513852010661,native,45,0.664 +LS,102513852010661,native,50,0.811 +LS,102513852010661,native,55,1.046 +LS,102513852010661,native,60,1.308 +LS,102513852010661,native,65,1.537 +LS,102513852010661,native,70,1.82 +LS,102513852010661,native,75,2.093 +LS,102513852010661,native,80,2.42 +LS,102513852010661,native,85,2.69 +LS,102513852010661,native,90,2.994 +LS,102513852010661,native,95,3.218 +LS,102513852010661,native,100,3.591 +LS,102514170010661,native,0,0.112 +LS,102514170010661,native,5,0.32 +LS,102514170010661,native,10,0.622 +LS,102514170010661,native,15,0.978 +LS,102514170010661,native,20,1.352 +LS,102514170010661,native,25,1.792 +LS,102514170010661,native,30,2.323 +LS,102514170010661,native,35,3.058 +LS,102514170010661,native,40,3.767 +LS,102514170010661,native,45,4.575 +LS,102514170010661,native,50,5.589 +LS,102514170010661,native,55,6.559 +LS,102514170010661,native,60,7.723 +LS,102514170010661,native,65,9.187 +LS,102514170010661,native,70,10.69 +LS,102514170010661,native,75,12.436 +LS,102514170010661,native,80,14.22 +LS,102514170010661,native,85,15.823 +LS,102514170010661,native,90,17.563 +LS,102514170010661,native,95,19.343 +LS,102514170010661,native,100,21.487 +LS,102514680010661,native,0,1.487 +LS,102514680010661,native,5,2.475 +LS,102514680010661,native,10,3.663 +LS,102514680010661,native,15,5.263 +LS,102514680010661,native,20,7.218 +LS,102514680010661,native,25,9.257 +LS,102514680010661,native,30,11.42 +LS,102514680010661,native,35,13.791 +LS,102514680010661,native,40,16.428 +LS,102514680010661,native,45,19.374 +LS,102514680010661,native,50,22.563 +LS,102514680010661,native,55,25.988 +LS,102514680010661,native,60,30.121 +LS,102514680010661,native,65,34.905 +LS,102514680010661,native,70,39.779 +LS,102514680010661,native,75,45.787 +LS,102514680010661,native,80,52.054 +LS,102514680010661,native,85,59.008 +LS,102514680010661,native,90,66.051 +LS,102514680010661,native,95,73.375 +LS,102514680010661,native,100,81.032 +LS,102513795010661,native,0,0.283 +LS,102513795010661,native,5,0.519 +LS,102513795010661,native,10,0.849 +LS,102513795010661,native,15,1.157 +LS,102513795010661,native,20,1.484 +LS,102513795010661,native,25,1.907 +LS,102513795010661,native,30,2.393 +LS,102513795010661,native,35,2.906 +LS,102513795010661,native,40,3.515 +LS,102513795010661,native,45,4.121 +LS,102513795010661,native,50,4.787 +LS,102513795010661,native,55,5.522 +LS,102513795010661,native,60,6.467 +LS,102513795010661,native,65,7.265 +LS,102513795010661,native,70,8.25 +LS,102513795010661,native,75,9.14 +LS,102513795010661,native,80,10.044 +LS,102513795010661,native,85,11.165 +LS,102513795010661,native,90,12.221 +LS,102513795010661,native,95,13.223 +LS,102513795010661,native,100,14.245 +LS,107861405010661,native,0,0.524 +LS,107861405010661,native,5,1.043 +LS,107861405010661,native,10,1.826 +LS,107861405010661,native,15,2.89 +LS,107861405010661,native,20,4.221 +LS,107861405010661,native,25,5.906 +LS,107861405010661,native,30,7.867 +LS,107861405010661,native,35,9.943 +LS,107861405010661,native,40,12.67 +LS,107861405010661,native,45,15.57 +LS,107861405010661,native,50,18.305 +LS,107861405010661,native,55,21.308 +LS,107861405010661,native,60,24.322 +LS,107861405010661,native,65,27.412 +LS,107861405010661,native,70,30.632 +LS,107861405010661,native,75,34.324 +LS,107861405010661,native,80,37.654 +LS,107861405010661,native,85,41.276 +LS,107861405010661,native,90,44.712 +LS,107861405010661,native,95,48.182 +LS,107861405010661,native,100,51.582 +LS,107861411010661,native,0,0.436 +LS,107861411010661,native,5,1.145 +LS,107861411010661,native,10,2.175 +LS,107861411010661,native,15,3.331 +LS,107861411010661,native,20,4.642 +LS,107861411010661,native,25,6.161 +LS,107861411010661,native,30,7.856 +LS,107861411010661,native,35,9.927 +LS,107861411010661,native,40,12.329 +LS,107861411010661,native,45,15.062 +LS,107861411010661,native,50,17.799 +LS,107861411010661,native,55,20.655 +LS,107861411010661,native,60,23.861 +LS,107861411010661,native,65,27.181 +LS,107861411010661,native,70,30.571 +LS,107861411010661,native,75,34.359 +LS,107861411010661,native,80,37.72 +LS,107861411010661,native,85,41.095 +LS,107861411010661,native,90,44.418 +LS,107861411010661,native,95,48.017 +LS,107861411010661,native,100,51.442 +LS,107861417010661,native,0,0.019 +LS,107861417010661,native,5,0.08 +LS,107861417010661,native,10,0.179 +LS,107861417010661,native,15,0.309 +LS,107861417010661,native,20,0.419 +LS,107861417010661,native,25,0.574 +LS,107861417010661,native,30,0.761 +LS,107861417010661,native,35,1.017 +LS,107861417010661,native,40,1.183 +LS,107861417010661,native,45,1.413 +LS,107861417010661,native,50,1.765 +LS,107861417010661,native,55,2.318 +LS,107861417010661,native,60,2.859 +LS,107861417010661,native,65,3.389 +LS,107861417010661,native,70,3.805 +LS,107861417010661,native,75,4.179 +LS,107861417010661,native,80,4.554 +LS,107861417010661,native,85,5.041 +LS,107861417010661,native,90,5.569 +LS,107861417010661,native,95,5.991 +LS,107861417010661,native,100,6.361 +LS,107861420010661,native,0,0.042 +LS,107861420010661,native,5,0.15 +LS,107861420010661,native,10,0.372 +LS,107861420010661,native,15,0.727 +LS,107861420010661,native,20,1.177 +LS,107861420010661,native,25,1.727 +LS,107861420010661,native,30,2.185 +LS,107861420010661,native,35,2.903 +LS,107861420010661,native,40,3.58 +LS,107861420010661,native,45,4.47 +LS,107861420010661,native,50,5.63 +LS,107861420010661,native,55,6.885 +LS,107861420010661,native,60,8.181 +LS,107861420010661,native,65,9.491 +LS,107861420010661,native,70,10.922 +LS,107861420010661,native,75,13.092 +LS,107861420010661,native,80,14.999 +LS,107861420010661,native,85,17.109 +LS,107861420010661,native,90,19.029 +LS,107861420010661,native,95,20.805 +LS,107861420010661,native,100,22.299 +LS,107861009010661,native,0,0.0 +LS,107861012010661,native,0,0.258 +LS,107861012010661,native,5,0.819 +LS,107861012010661,native,10,1.955 +LS,107861012010661,native,15,3.118 +LS,107861012010661,native,20,3.723 +LS,107861012010661,native,25,4.22 +LS,107861012010661,native,30,4.735 +LS,107861012010661,native,35,5.237 +LS,107861012010661,native,40,5.777 +LS,107861012010661,native,45,6.491 +LS,107861012010661,native,50,7.159 +LS,107861012010661,native,55,7.932 +LS,107861012010661,native,60,8.726 +LS,107861012010661,native,65,9.452 +LS,107861012010661,native,70,10.15 +LS,107861012010661,native,75,11.041 +LS,107861012010661,native,80,11.968 +LS,107861012010661,native,85,13.058 +LS,107861012010661,native,90,14.099 +LS,107861012010661,native,95,15.364 +LS,107861012010661,native,100,16.63 +LS,107860133010661,native,0,0.098 +LS,107860133010661,native,5,0.286 +LS,107860133010661,native,10,0.604 +LS,107860133010661,native,15,1.064 +LS,107860133010661,native,20,1.664 +LS,107860133010661,native,25,2.241 +LS,107860133010661,native,30,2.744 +LS,107860133010661,native,35,3.551 +LS,107860133010661,native,40,4.35 +LS,107860133010661,native,45,5.44 +LS,107860133010661,native,50,6.783 +LS,107860133010661,native,55,7.85 +LS,107860133010661,native,60,9.681 +LS,107860133010661,native,65,11.773 +LS,107860133010661,native,70,13.531 +LS,107860133010661,native,75,15.644 +LS,107860133010661,native,80,17.561 +LS,107860133010661,native,85,19.813 +LS,107860133010661,native,90,22.189 +LS,107860133010661,native,95,24.505 +LS,107860133010661,native,100,27.288 +LS,107860142010661,native,0,0.437 +LS,107860142010661,native,5,0.996 +LS,107860142010661,native,10,2.289 +LS,107860142010661,native,15,4.01 +LS,107860142010661,native,20,5.069 +LS,107860142010661,native,25,6.12 +LS,107860142010661,native,30,7.378 +LS,107860142010661,native,35,8.685 +LS,107860142010661,native,40,10.134 +LS,107860142010661,native,45,11.569 +LS,107860142010661,native,50,13.018 +LS,107860142010661,native,55,14.822 +LS,107860142010661,native,60,16.696 +LS,107860142010661,native,65,18.478 +LS,107860142010661,native,70,20.198 +LS,107860142010661,native,75,22.002 +LS,107860142010661,native,80,23.774 +LS,107860142010661,native,85,25.622 +LS,107860142010661,native,90,27.512 +LS,107860142010661,native,95,29.324 +LS,107860142010661,native,100,31.082 +LS,168978753010661,native,0,0.85 +LS,168978753010661,native,5,1.567 +LS,168978753010661,native,10,2.214 +LS,168978753010661,native,15,2.905 +LS,168978753010661,native,20,3.594 +LS,168978753010661,native,25,4.422 +LS,168978753010661,native,30,5.374 +LS,168978753010661,native,35,6.476 +LS,168978753010661,native,40,7.385 +LS,168978753010661,native,45,8.353 +LS,168978753010661,native,50,9.301 +LS,168978753010661,native,55,10.494 +LS,168978753010661,native,60,11.983 +LS,168978753010661,native,65,13.481 +LS,168978753010661,native,70,15.347 +LS,168978753010661,native,75,16.983 +LS,168978753010661,native,80,18.717 +LS,168978753010661,native,85,20.504 +LS,168978753010661,native,90,22.602 +LS,168978753010661,native,95,24.672 +LS,168978753010661,native,100,26.55 +LS,168977855010661,native,0,0.0 +LS,168977797010661,native,0,0.741 +LS,168977797010661,native,5,1.432 +LS,168977797010661,native,10,2.299 +LS,168977797010661,native,15,3.359 +LS,168977797010661,native,20,4.27 +LS,168977797010661,native,25,5.141 +LS,168977797010661,native,30,6.074 +LS,168977797010661,native,35,7.332 +LS,168977797010661,native,40,8.866 +LS,168977797010661,native,45,10.389 +LS,168977797010661,native,50,12.452 +LS,168977797010661,native,55,14.274 +LS,168977797010661,native,60,16.558 +LS,168977797010661,native,65,19.149 +LS,168977797010661,native,70,22.137 +LS,168977797010661,native,75,25.068 +LS,168977797010661,native,80,28.453 +LS,168977797010661,native,85,32.951 +LS,168977797010661,native,90,36.482 +LS,168977797010661,native,95,41.1 +LS,168977797010661,native,100,45.521 +LS,107860985010661,native,0,0.241 +LS,107860985010661,native,5,0.419 +LS,107860985010661,native,10,0.661 +LS,107860985010661,native,15,0.875 +LS,107860985010661,native,20,1.101 +LS,107860985010661,native,25,1.362 +LS,107860985010661,native,30,1.675 +LS,107860985010661,native,35,1.991 +LS,107860985010661,native,40,2.382 +LS,107860985010661,native,45,2.831 +LS,107860985010661,native,50,3.348 +LS,107860985010661,native,55,3.932 +LS,107860985010661,native,60,4.685 +LS,107860985010661,native,65,5.517 +LS,107860985010661,native,70,6.34 +LS,107860985010661,native,75,7.466 +LS,107860985010661,native,80,8.516 +LS,107860985010661,native,85,9.99 +LS,107860985010661,native,90,11.359 +LS,107860985010661,native,95,12.925 +LS,107860985010661,native,100,14.754 +LS,102509202010661,native,0,0.013 +LS,102509202010661,native,5,0.045 +LS,102509202010661,native,10,0.113 +LS,102509202010661,native,15,0.234 +LS,102509202010661,native,20,0.41 +LS,102509202010661,native,25,0.585 +LS,102509202010661,native,30,0.785 +LS,102509202010661,native,35,1.013 +LS,102509202010661,native,40,1.283 +LS,102509202010661,native,45,1.669 +LS,102509202010661,native,50,2.046 +LS,102509202010661,native,55,2.446 +LS,102509202010661,native,60,2.867 +LS,102509202010661,native,65,3.37 +LS,102509202010661,native,70,4.086 +LS,102509202010661,native,75,4.64 +LS,102509202010661,native,80,5.56 +LS,102509202010661,native,85,6.524 +LS,102509202010661,native,90,7.357 +LS,102509202010661,native,95,8.508 +LS,102509202010661,native,100,9.437 +LS,102511962010661,native,0,0.0 +LS,102514692010661,native,0,0.45 +LS,102514692010661,native,5,0.913 +LS,102514692010661,native,10,1.447 +LS,102514692010661,native,15,2.118 +LS,102514692010661,native,20,2.891 +LS,102514692010661,native,25,3.683 +LS,102514692010661,native,30,4.634 +LS,102514692010661,native,35,5.718 +LS,102514692010661,native,40,6.768 +LS,102514692010661,native,45,8.089 +LS,102514692010661,native,50,9.52 +LS,102514692010661,native,55,11.211 +LS,102514692010661,native,60,13.244 +LS,102514692010661,native,65,15.252 +LS,102514692010661,native,70,17.643 +LS,102514692010661,native,75,19.951 +LS,102514692010661,native,80,22.9 +LS,102514692010661,native,85,25.999 +LS,102514692010661,native,90,28.817 +LS,102514692010661,native,95,32.613 +LS,102514692010661,native,100,36.106 +LS,102509460010661,native,0,0.56 +LS,102509460010661,native,5,1.072 +LS,102509460010661,native,10,1.541 +LS,102509460010661,native,15,1.956 +LS,102509460010661,native,20,2.344 +LS,102509460010661,native,25,2.702 +LS,102509460010661,native,30,3.087 +LS,102509460010661,native,35,3.527 +LS,102509460010661,native,40,4.035 +LS,102509460010661,native,45,4.538 +LS,102509460010661,native,50,5.061 +LS,102509460010661,native,55,5.856 +LS,102509460010661,native,60,6.7 +LS,102509460010661,native,65,7.644 +LS,102509460010661,native,70,8.672 +LS,102509460010661,native,75,9.768 +LS,102509460010661,native,80,11.505 +LS,102509460010661,native,85,13.528 +LS,102509460010661,native,90,15.579 +LS,102509460010661,native,95,17.503 +LS,102509460010661,native,100,19.649 +LS,102513030010661,native,0,0.008 +LS,102513030010661,native,5,0.045 +LS,102513030010661,native,10,0.12 +LS,102513030010661,native,15,0.209 +LS,102513030010661,native,20,0.3 +LS,102513030010661,native,25,0.4 +LS,102513030010661,native,30,0.515 +LS,102513030010661,native,35,0.625 +LS,102513030010661,native,40,0.796 +LS,102513030010661,native,45,0.947 +LS,102513030010661,native,50,1.147 +LS,102513030010661,native,55,1.417 +LS,102513030010661,native,60,1.613 +LS,102513030010661,native,65,1.832 +LS,102513030010661,native,70,2.132 +LS,102513030010661,native,75,2.428 +LS,102513030010661,native,80,2.776 +LS,102513030010661,native,85,3.117 +LS,102513030010661,native,90,3.546 +LS,102513030010661,native,95,3.817 +LS,102513030010661,native,100,4.281 +LS,102518193010661,native,0,0.377 +LS,102518193010661,native,5,0.665 +LS,102518193010661,native,10,0.876 +LS,102518193010661,native,15,1.095 +LS,102518193010661,native,20,1.316 +LS,102518193010661,native,25,1.581 +LS,102518193010661,native,30,1.839 +LS,102518193010661,native,35,2.126 +LS,102518193010661,native,40,2.393 +LS,102518193010661,native,45,2.725 +LS,102518193010661,native,50,3.05 +LS,102518193010661,native,55,3.465 +LS,102518193010661,native,60,3.987 +LS,102518193010661,native,65,4.544 +LS,102518193010661,native,70,5.182 +LS,102518193010661,native,75,5.778 +LS,102518193010661,native,80,6.664 +LS,102518193010661,native,85,7.508 +LS,102518193010661,native,90,8.28 +LS,102518193010661,native,95,9.267 +LS,102518193010661,native,100,10.306 +LS,102512493010661,native,0,0.0 +LS,102518388010661,native,0,0.156 +LS,102518388010661,native,5,0.226 +LS,102518388010661,native,10,0.303 +LS,102518388010661,native,15,0.382 +LS,102518388010661,native,20,0.468 +LS,102518388010661,native,25,0.533 +LS,102518388010661,native,30,0.591 +LS,102518388010661,native,35,0.648 +LS,102518388010661,native,40,0.724 +LS,102518388010661,native,45,0.8 +LS,102518388010661,native,50,0.889 +LS,102518388010661,native,55,1.001 +LS,102518388010661,native,60,1.117 +LS,102518388010661,native,65,1.225 +LS,102518388010661,native,70,1.357 +LS,102518388010661,native,75,1.497 +LS,102518388010661,native,80,1.639 +LS,102518388010661,native,85,1.773 +LS,102518388010661,native,90,1.929 +LS,102518388010661,native,95,2.095 +LS,102518388010661,native,100,2.266 +LS,102513315010661,native,0,0.598 +LS,102513315010661,native,5,0.894 +LS,102513315010661,native,10,1.255 +LS,102513315010661,native,15,1.634 +LS,102513315010661,native,20,2.005 +LS,102513315010661,native,25,2.453 +LS,102513315010661,native,30,2.924 +LS,102513315010661,native,35,3.46 +LS,102513315010661,native,40,4.113 +LS,102513315010661,native,45,4.788 +LS,102513315010661,native,50,5.448 +LS,102513315010661,native,55,6.215 +LS,102513315010661,native,60,7.015 +LS,102513315010661,native,65,7.907 +LS,102513315010661,native,70,9.062 +LS,102513315010661,native,75,10.243 +LS,102513315010661,native,80,11.385 +LS,102513315010661,native,85,12.72 +LS,102513315010661,native,90,14.041 +LS,102513315010661,native,95,15.446 +LS,102513315010661,native,100,17.068 +LS,102513399010661,native,0,0.061 +LS,102513399010661,native,5,0.18 +LS,102513399010661,native,10,0.411 +LS,102513399010661,native,15,0.681 +LS,102513399010661,native,20,0.921 +LS,102513399010661,native,25,1.267 +LS,102513399010661,native,30,1.584 +LS,102513399010661,native,35,1.89 +LS,102513399010661,native,40,2.252 +LS,102513399010661,native,45,2.629 +LS,102513399010661,native,50,3.154 +LS,102513399010661,native,55,3.693 +LS,102513399010661,native,60,4.225 +LS,102513399010661,native,65,4.844 +LS,102513399010661,native,70,5.409 +LS,102513399010661,native,75,5.99 +LS,102513399010661,native,80,6.723 +LS,102513399010661,native,85,7.423 +LS,102513399010661,native,90,8.17 +LS,102513399010661,native,95,8.954 +LS,102513399010661,native,100,9.906 +LS,102517527010661,native,0,0.049 +LS,102517527010661,native,5,0.199 +LS,102517527010661,native,10,0.508 +LS,102517527010661,native,15,0.918 +LS,102517527010661,native,20,1.532 +LS,102517527010661,native,25,2.162 +LS,102517527010661,native,30,2.901 +LS,102517527010661,native,35,3.763 +LS,102517527010661,native,40,4.742 +LS,102517527010661,native,45,5.728 +LS,102517527010661,native,50,7.089 +LS,102517527010661,native,55,8.283 +LS,102517527010661,native,60,9.943 +LS,102517527010661,native,65,11.612 +LS,102517527010661,native,70,13.329 +LS,102517527010661,native,75,15.104 +LS,102517527010661,native,80,16.912 +LS,102517527010661,native,85,18.943 +LS,102517527010661,native,90,20.684 +LS,102517527010661,native,95,22.832 +LS,102517527010661,native,100,24.879 +LS,102513417010661,native,0,1.479 +LS,102513417010661,native,5,3.901 +LS,102513417010661,native,10,7.592 +LS,102513417010661,native,15,12.197 +LS,102513417010661,native,20,17.313 +LS,102513417010661,native,25,23.383 +LS,102513417010661,native,30,30.259 +LS,102513417010661,native,35,37.891 +LS,102513417010661,native,40,46.654 +LS,102513417010661,native,45,56.604 +LS,102513417010661,native,50,67.102 +LS,102513417010661,native,55,77.766 +LS,102513417010661,native,60,88.63 +LS,102513417010661,native,65,99.91 +LS,102513417010661,native,70,111.457 +LS,102513417010661,native,75,122.306 +LS,102513417010661,native,80,130.117 +LS,102513417010661,native,85,139.048 +LS,102513417010661,native,90,146.49 +LS,102513417010661,native,95,155.041 +LS,102513417010661,native,100,162.301 +LS,102508539010661,native,0,0.19 +LS,102508539010661,native,5,0.281 +LS,102508539010661,native,10,0.403 +LS,102508539010661,native,15,0.493 +LS,102508539010661,native,20,0.617 +LS,102508539010661,native,25,0.781 +LS,102508539010661,native,30,0.983 +LS,102508539010661,native,35,1.228 +LS,102508539010661,native,40,1.595 +LS,102508539010661,native,45,1.925 +LS,102508539010661,native,50,2.317 +LS,102508539010661,native,55,2.757 +LS,102508539010661,native,60,3.316 +LS,102508539010661,native,65,4.432 +LS,102508539010661,native,70,5.321 +LS,102508539010661,native,75,6.352 +LS,102508539010661,native,80,7.727 +LS,102508539010661,native,85,9.149 +LS,102508539010661,native,90,10.462 +LS,102508539010661,native,95,11.95 +LS,102508539010661,native,100,13.845 +LS,102510345010661,native,0,0.018 +LS,102510345010661,native,5,0.066 +LS,102510345010661,native,10,0.159 +LS,102510345010661,native,15,0.263 +LS,102510345010661,native,20,0.32 +LS,102510345010661,native,25,0.384 +LS,102510345010661,native,30,0.446 +LS,102510345010661,native,35,0.522 +LS,102510345010661,native,40,0.611 +LS,102510345010661,native,45,0.709 +LS,102510345010661,native,50,0.808 +LS,102510345010661,native,55,0.902 +LS,102510345010661,native,60,1.015 +LS,102510345010661,native,65,1.15 +LS,102510345010661,native,70,1.315 +LS,102510345010661,native,75,1.454 +LS,102510345010661,native,80,1.586 +LS,102510345010661,native,85,1.721 +LS,102510345010661,native,90,1.871 +LS,102510345010661,native,95,2.081 +LS,102510345010661,native,100,2.21 +LS,102514494010661,native,0,0.323 +LS,102514494010661,native,5,0.861 +LS,102514494010661,native,10,1.805 +LS,102514494010661,native,15,2.998 +LS,102514494010661,native,20,4.371 +LS,102514494010661,native,25,5.874 +LS,102514494010661,native,30,7.746 +LS,102514494010661,native,35,9.836 +LS,102514494010661,native,40,12.305 +LS,102514494010661,native,45,14.901 +LS,102514494010661,native,50,17.879 +LS,102514494010661,native,55,21.358 +LS,102514494010661,native,60,25.647 +LS,102514494010661,native,65,30.471 +LS,102514494010661,native,70,35.701 +LS,102514494010661,native,75,42.07 +LS,102514494010661,native,80,48.339 +LS,102514494010661,native,85,55.522 +LS,102514494010661,native,90,63.933 +LS,102514494010661,native,95,72.372 +LS,102514494010661,native,100,81.781 +LS,102516444010661,native,0,0.911 +LS,102516444010661,native,5,1.704 +LS,102516444010661,native,10,2.462 +LS,102516444010661,native,15,3.266 +LS,102516444010661,native,20,4.206 +LS,102516444010661,native,25,5.281 +LS,102516444010661,native,30,6.582 +LS,102516444010661,native,35,7.877 +LS,102516444010661,native,40,9.424 +LS,102516444010661,native,45,11.252 +LS,102516444010661,native,50,13.487 +LS,102516444010661,native,55,15.939 +LS,102516444010661,native,60,18.375 +LS,102516444010661,native,65,21.744 +LS,102516444010661,native,70,24.728 +LS,102516444010661,native,75,28.402 +LS,102516444010661,native,80,32.822 +LS,102516444010661,native,85,37.121 +LS,102516444010661,native,90,41.929 +LS,102516444010661,native,95,47.251 +LS,102516444010661,native,100,52.454 +LS,102512778010661,native,0,0.192 +LS,102512778010661,native,5,0.263 +LS,102512778010661,native,10,0.327 +LS,102512778010661,native,15,0.435 +LS,102512778010661,native,20,0.576 +LS,102512778010661,native,25,0.663 +LS,102512778010661,native,30,0.781 +LS,102512778010661,native,35,0.932 +LS,102512778010661,native,40,1.073 +LS,102512778010661,native,45,1.267 +LS,102512778010661,native,50,1.487 +LS,102512778010661,native,55,1.743 +LS,102512778010661,native,60,2.171 +LS,102512778010661,native,65,2.501 +LS,102512778010661,native,70,2.797 +LS,102512778010661,native,75,3.102 +LS,102512778010661,native,80,3.42 +LS,102512778010661,native,85,4.013 +LS,102512778010661,native,90,4.289 +LS,102512778010661,native,95,4.62 +LS,102512778010661,native,100,4.96 +LS,102515961010661,native,0,2.639 +LS,102515961010661,native,5,4.558 +LS,102515961010661,native,10,6.846 +LS,102515961010661,native,15,9.51 +LS,102515961010661,native,20,12.363 +LS,102515961010661,native,25,15.439 +LS,102515961010661,native,30,18.828 +LS,102515961010661,native,35,22.619 +LS,102515961010661,native,40,27.087 +LS,102515961010661,native,45,32.094 +LS,102515961010661,native,50,37.877 +LS,102515961010661,native,55,44.12 +LS,102515961010661,native,60,50.884 +LS,102515961010661,native,65,58.7 +LS,102515961010661,native,70,67.368 +LS,102515961010661,native,75,76.436 +LS,102515961010661,native,80,86.401 +LS,102515961010661,native,85,95.671 +LS,102515961010661,native,90,106.059 +LS,102515961010661,native,95,116.763 +LS,102515961010661,native,100,128.739 +LS,102508527010661,native,0,0.443 +LS,102508527010661,native,5,0.743 +LS,102508527010661,native,10,1.081 +LS,102508527010661,native,15,1.41 +LS,102508527010661,native,20,1.798 +LS,102508527010661,native,25,2.196 +LS,102508527010661,native,30,2.648 +LS,102508527010661,native,35,3.137 +LS,102508527010661,native,40,3.82 +LS,102508527010661,native,45,4.544 +LS,102508527010661,native,50,5.472 +LS,102508527010661,native,55,6.42 +LS,102508527010661,native,60,7.594 +LS,102508527010661,native,65,8.655 +LS,102508527010661,native,70,10.114 +LS,102508527010661,native,75,11.87 +LS,102508527010661,native,80,13.367 +LS,102508527010661,native,85,15.165 +LS,102508527010661,native,90,17.675 +LS,102508527010661,native,95,19.811 +LS,102508527010661,native,100,21.978 +LS,102508533010661,native,0,2.84 +LS,102508533010661,native,5,5.2 +LS,102508533010661,native,10,8.314 +LS,102508533010661,native,15,12.136 +LS,102508533010661,native,20,16.662 +LS,102508533010661,native,25,21.715 +LS,102508533010661,native,30,27.534 +LS,102508533010661,native,35,34.491 +LS,102508533010661,native,40,42.279 +LS,102508533010661,native,45,50.753 +LS,102508533010661,native,50,60.287 +LS,102508533010661,native,55,71.047 +LS,102508533010661,native,60,83.133 +LS,102508533010661,native,65,95.996 +LS,102508533010661,native,70,110.444 +LS,102508533010661,native,75,121.336 +LS,102508533010661,native,80,131.888 +LS,102508533010661,native,85,142.186 +LS,102508533010661,native,90,153.091 +LS,102508533010661,native,95,164.554 +LS,102508533010661,native,100,175.709 +LS,102508542010661,native,0,0.674 +LS,102508542010661,native,5,1.298 +LS,102508542010661,native,10,2.216 +LS,102508542010661,native,15,3.367 +LS,102508542010661,native,20,4.691 +LS,102508542010661,native,25,6.219 +LS,102508542010661,native,30,8.081 +LS,102508542010661,native,35,10.287 +LS,102508542010661,native,40,12.53 +LS,102508542010661,native,45,14.997 +LS,102508542010661,native,50,17.69 +LS,102508542010661,native,55,20.68 +LS,102508542010661,native,60,24.408 +LS,102508542010661,native,65,28.458 +LS,102508542010661,native,70,33.409 +LS,102508542010661,native,75,38.504 +LS,102508542010661,native,80,44.287 +LS,102508542010661,native,85,50.061 +LS,102508542010661,native,90,56.581 +LS,102508542010661,native,95,63.614 +LS,102508542010661,native,100,70.849 +LS,102515628010661,native,0,0.161 +LS,102515628010661,native,5,0.382 +LS,102515628010661,native,10,0.678 +LS,102515628010661,native,15,0.99 +LS,102515628010661,native,20,1.292 +LS,102515628010661,native,25,1.641 +LS,102515628010661,native,30,1.967 +LS,102515628010661,native,35,2.436 +LS,102515628010661,native,40,2.984 +LS,102515628010661,native,45,3.579 +LS,102515628010661,native,50,4.29 +LS,102515628010661,native,55,5.121 +LS,102515628010661,native,60,6.273 +LS,102515628010661,native,65,7.546 +LS,102515628010661,native,70,8.91 +LS,102515628010661,native,75,10.364 +LS,102515628010661,native,80,11.733 +LS,102515628010661,native,85,13.369 +LS,102515628010661,native,90,15.189 +LS,102515628010661,native,95,16.994 +LS,102515628010661,native,100,18.962 +LS,102507528010661,native,0,0.442 +LS,102507528010661,native,5,0.703 +LS,102507528010661,native,10,0.956 +LS,102507528010661,native,15,1.263 +LS,102507528010661,native,20,1.658 +LS,102507528010661,native,25,2.066 +LS,102507528010661,native,30,2.609 +LS,102507528010661,native,35,3.361 +LS,102507528010661,native,40,4.267 +LS,102507528010661,native,45,5.173 +LS,102507528010661,native,50,6.268 +LS,102507528010661,native,55,7.76 +LS,102507528010661,native,60,9.315 +LS,102507528010661,native,65,11.31 +LS,102507528010661,native,70,13.475 +LS,102507528010661,native,75,15.786 +LS,102507528010661,native,80,18.731 +LS,102507528010661,native,85,21.683 +LS,102507528010661,native,90,24.762 +LS,102507528010661,native,95,28.296 +LS,102507528010661,native,100,32.029 +LS,102515124010661,native,0,0.423 +LS,102515124010661,native,5,1.186 +LS,102515124010661,native,10,2.418 +LS,102515124010661,native,15,3.568 +LS,102515124010661,native,20,4.455 +LS,102515124010661,native,25,5.538 +LS,102515124010661,native,30,6.721 +LS,102515124010661,native,35,7.966 +LS,102515124010661,native,40,9.277 +LS,102515124010661,native,45,10.644 +LS,102515124010661,native,50,12.647 +LS,102515124010661,native,55,14.634 +LS,102515124010661,native,60,17.136 +LS,102515124010661,native,65,19.613 +LS,102515124010661,native,70,22.112 +LS,102515124010661,native,75,25.011 +LS,102515124010661,native,80,27.561 +LS,102515124010661,native,85,30.803 +LS,102515124010661,native,90,33.792 +LS,102515124010661,native,95,37.134 +LS,102515124010661,native,100,40.461 +LS,102515979010661,native,0,1.341 +LS,102515979010661,native,5,2.819 +LS,102515979010661,native,10,5.027 +LS,102515979010661,native,15,7.718 +LS,102515979010661,native,20,10.698 +LS,102515979010661,native,25,13.946 +LS,102515979010661,native,30,17.436 +LS,102515979010661,native,35,21.296 +LS,102515979010661,native,40,25.598 +LS,102515979010661,native,45,30.485 +LS,102515979010661,native,50,36.326 +LS,102515979010661,native,55,42.833 +LS,102515979010661,native,60,49.871 +LS,102515979010661,native,65,58.568 +LS,102515979010661,native,70,68.357 +LS,102515979010661,native,75,79.152 +LS,102515979010661,native,80,91.971 +LS,102515979010661,native,85,104.912 +LS,102515979010661,native,90,119.77 +LS,102515979010661,native,95,131.318 +LS,102515979010661,native,100,143.083 +LS,102518310010661,native,0,0.224 +LS,102518310010661,native,5,0.615 +LS,102518310010661,native,10,1.21 +LS,102518310010661,native,15,1.991 +LS,102518310010661,native,20,2.841 +LS,102518310010661,native,25,3.802 +LS,102518310010661,native,30,4.792 +LS,102518310010661,native,35,6.022 +LS,102518310010661,native,40,7.45 +LS,102518310010661,native,45,9.276 +LS,102518310010661,native,50,11.3 +LS,102518310010661,native,55,13.605 +LS,102518310010661,native,60,16.289 +LS,102518310010661,native,65,19.349 +LS,102518310010661,native,70,22.682 +LS,102518310010661,native,75,26.759 +LS,102518310010661,native,80,30.393 +LS,102518310010661,native,85,34.47 +LS,102518310010661,native,90,39.154 +LS,102518310010661,native,95,44.012 +LS,102518310010661,native,100,48.335 +LS,102508287010661,native,0,0.339 +LS,102508287010661,native,5,0.512 +LS,102508287010661,native,10,0.733 +LS,102508287010661,native,15,1.041 +LS,102508287010661,native,20,1.406 +LS,102508287010661,native,25,1.857 +LS,102508287010661,native,30,2.381 +LS,102508287010661,native,35,2.933 +LS,102508287010661,native,40,3.499 +LS,102508287010661,native,45,4.205 +LS,102508287010661,native,50,5.075 +LS,102508287010661,native,55,6.098 +LS,102508287010661,native,60,7.23 +LS,102508287010661,native,65,8.652 +LS,102508287010661,native,70,10.078 +LS,102508287010661,native,75,11.502 +LS,102508287010661,native,80,12.815 +LS,102508287010661,native,85,14.129 +LS,102508287010661,native,90,15.937 +LS,102508287010661,native,95,17.742 +LS,102508287010661,native,100,19.537 +LS,102509550010661,native,0,0.176 +LS,102509550010661,native,5,0.353 +LS,102509550010661,native,10,0.594 +LS,102509550010661,native,15,0.883 +LS,102509550010661,native,20,1.196 +LS,102509550010661,native,25,1.523 +LS,102509550010661,native,30,1.877 +LS,102509550010661,native,35,2.416 +LS,102509550010661,native,40,2.91 +LS,102509550010661,native,45,3.509 +LS,102509550010661,native,50,4.318 +LS,102509550010661,native,55,5.069 +LS,102509550010661,native,60,6.48 +LS,102509550010661,native,65,7.839 +LS,102509550010661,native,70,9.181 +LS,102509550010661,native,75,10.741 +LS,102509550010661,native,80,12.608 +LS,102509550010661,native,85,14.793 +LS,102509550010661,native,90,17.143 +LS,102509550010661,native,95,19.883 +LS,102509550010661,native,100,22.295 +LS,102509595010661,native,0,0.937 +LS,102509595010661,native,5,1.817 +LS,102509595010661,native,10,2.818 +LS,102509595010661,native,15,3.86 +LS,102509595010661,native,20,5.0 +LS,102509595010661,native,25,6.343 +LS,102509595010661,native,30,7.831 +LS,102509595010661,native,35,9.412 +LS,102509595010661,native,40,11.166 +LS,102509595010661,native,45,13.229 +LS,102509595010661,native,50,15.602 +LS,102509595010661,native,55,18.237 +LS,102509595010661,native,60,20.942 +LS,102509595010661,native,65,24.002 +LS,102509595010661,native,70,27.128 +LS,102509595010661,native,75,30.759 +LS,102509595010661,native,80,34.795 +LS,102509595010661,native,85,38.635 +LS,102509595010661,native,90,43.653 +LS,102509595010661,native,95,48.601 +LS,102509595010661,native,100,54.338 +LS,102510237010661,native,0,0.52 +LS,102510237010661,native,5,1.105 +LS,102510237010661,native,10,1.952 +LS,102510237010661,native,15,2.973 +LS,102510237010661,native,20,3.986 +LS,102510237010661,native,25,5.119 +LS,102510237010661,native,30,6.354 +LS,102510237010661,native,35,7.613 +LS,102510237010661,native,40,8.931 +LS,102510237010661,native,45,10.599 +LS,102510237010661,native,50,12.123 +LS,102510237010661,native,55,14.063 +LS,102510237010661,native,60,16.131 +LS,102510237010661,native,65,18.077 +LS,102510237010661,native,70,20.094 +LS,102510237010661,native,75,22.19 +LS,102510237010661,native,80,24.706 +LS,102510237010661,native,85,27.151 +LS,102510237010661,native,90,29.993 +LS,102510237010661,native,95,33.39 +LS,102510237010661,native,100,36.666 +LS,102509142010661,native,0,0.082 +LS,102509142010661,native,5,0.182 +LS,102509142010661,native,10,0.313 +LS,102509142010661,native,15,0.439 +LS,102509142010661,native,20,0.606 +LS,102509142010661,native,25,0.79 +LS,102509142010661,native,30,0.965 +LS,102509142010661,native,35,1.173 +LS,102509142010661,native,40,1.357 +LS,102509142010661,native,45,1.659 +LS,102509142010661,native,50,1.914 +LS,102509142010661,native,55,2.26 +LS,102509142010661,native,60,2.715 +LS,102509142010661,native,65,3.072 +LS,102509142010661,native,70,3.461 +LS,102509142010661,native,75,4.024 +LS,102509142010661,native,80,4.586 +LS,102509142010661,native,85,5.289 +LS,102509142010661,native,90,6.045 +LS,102509142010661,native,95,7.046 +LS,102509142010661,native,100,7.741 +LS,102509130010661,native,0,0.331 +LS,102509130010661,native,5,0.5 +LS,102509130010661,native,10,0.745 +LS,102509130010661,native,15,1.069 +LS,102509130010661,native,20,1.337 +LS,102509130010661,native,25,1.55 +LS,102509130010661,native,30,1.832 +LS,102509130010661,native,35,2.067 +LS,102509130010661,native,40,2.4 +LS,102509130010661,native,45,2.782 +LS,102509130010661,native,50,3.25 +LS,102509130010661,native,55,3.68 +LS,102509130010661,native,60,4.302 +LS,102509130010661,native,65,4.912 +LS,102509130010661,native,70,5.581 +LS,102509130010661,native,75,6.34 +LS,102509130010661,native,80,7.06 +LS,102509130010661,native,85,7.746 +LS,102509130010661,native,90,8.513 +LS,102509130010661,native,95,9.568 +LS,102509130010661,native,100,10.595 +LS,102516783010661,native,0,0.047 +LS,102516783010661,native,5,0.172 +LS,102516783010661,native,10,0.343 +LS,102516783010661,native,15,0.542 +LS,102516783010661,native,20,0.766 +LS,102516783010661,native,25,1.033 +LS,102516783010661,native,30,1.438 +LS,102516783010661,native,35,1.872 +LS,102516783010661,native,40,2.481 +LS,102516783010661,native,45,3.31 +LS,102516783010661,native,50,4.269 +LS,102516783010661,native,55,5.644 +LS,102516783010661,native,60,6.993 +LS,102516783010661,native,65,8.436 +LS,102516783010661,native,70,9.968 +LS,102516783010661,native,75,11.593 +LS,102516783010661,native,80,13.402 +LS,102516783010661,native,85,15.431 +LS,102516783010661,native,90,17.648 +LS,102516783010661,native,95,19.563 +LS,102516783010661,native,100,21.535 +LS,102507354010661,native,0,0.496 +LS,102507354010661,native,5,1.061 +LS,102507354010661,native,10,1.897 +LS,102507354010661,native,15,2.861 +LS,102507354010661,native,20,4.042 +LS,102507354010661,native,25,5.328 +LS,102507354010661,native,30,6.555 +LS,102507354010661,native,35,8.253 +LS,102507354010661,native,40,10.093 +LS,102507354010661,native,45,12.276 +LS,102507354010661,native,50,15.179 +LS,102507354010661,native,55,18.324 +LS,102507354010661,native,60,22.154 +LS,102507354010661,native,65,26.392 +LS,102507354010661,native,70,31.14 +LS,102507354010661,native,75,36.349 +LS,102507354010661,native,80,42.316 +LS,102507354010661,native,85,49.078 +LS,102507354010661,native,90,56.098 +LS,102507354010661,native,95,63.736 +LS,102507354010661,native,100,72.004 +LS,102512994010661,native,0,0.182 +LS,102512994010661,native,5,0.395 +LS,102512994010661,native,10,0.767 +LS,102512994010661,native,15,1.349 +LS,102512994010661,native,20,2.194 +LS,102512994010661,native,25,3.258 +LS,102512994010661,native,30,4.513 +LS,102512994010661,native,35,6.033 +LS,102512994010661,native,40,7.727 +LS,102512994010661,native,45,10.034 +LS,102512994010661,native,50,12.632 +LS,102512994010661,native,55,15.668 +LS,102512994010661,native,60,18.89 +LS,102512994010661,native,65,22.314 +LS,102512994010661,native,70,25.918 +LS,102512994010661,native,75,29.732 +LS,102512994010661,native,80,33.559 +LS,102512994010661,native,85,37.299 +LS,102512994010661,native,90,41.321 +LS,102512994010661,native,95,45.78 +LS,102512994010661,native,100,50.038 +LS,102512985010661,native,0,0.248 +LS,102512985010661,native,5,0.653 +LS,102512985010661,native,10,1.33 +LS,102512985010661,native,15,2.236 +LS,102512985010661,native,20,3.321 +LS,102512985010661,native,25,4.444 +LS,102512985010661,native,30,5.541 +LS,102512985010661,native,35,6.913 +LS,102512985010661,native,40,8.5 +LS,102512985010661,native,45,10.341 +LS,102512985010661,native,50,12.348 +LS,102512985010661,native,55,14.712 +LS,102512985010661,native,60,17.108 +LS,102512985010661,native,65,20.018 +LS,102512985010661,native,70,23.265 +LS,102512985010661,native,75,26.748 +LS,102512985010661,native,80,30.814 +LS,102512985010661,native,85,35.146 +LS,102512985010661,native,90,40.608 +LS,102512985010661,native,95,46.575 +LS,102512985010661,native,100,52.312 +LS,102511482010661,native,0,0.0 +LS,102511479010661,native,0,0.0 +LS,102511491010661,native,0,0.838 +LS,102511491010661,native,5,1.547 +LS,102511491010661,native,10,2.543 +LS,102511491010661,native,15,3.736 +LS,102511491010661,native,20,5.165 +LS,102511491010661,native,25,6.78 +LS,102511491010661,native,30,8.399 +LS,102511491010661,native,35,10.221 +LS,102511491010661,native,40,12.66 +LS,102511491010661,native,45,15.238 +LS,102511491010661,native,50,18.124 +LS,102511491010661,native,55,21.631 +LS,102511491010661,native,60,25.638 +LS,102511491010661,native,65,30.03 +LS,102511491010661,native,70,34.736 +LS,102511491010661,native,75,39.815 +LS,102511491010661,native,80,45.831 +LS,102511491010661,native,85,52.261 +LS,102511491010661,native,90,58.856 +LS,102511491010661,native,95,66.315 +LS,102511491010661,native,100,74.307 +LS,102509880010661,native,0,0.095 +LS,102509880010661,native,5,0.385 +LS,102509880010661,native,10,0.957 +LS,102509880010661,native,15,1.684 +LS,102509880010661,native,20,2.432 +LS,102509880010661,native,25,3.32 +LS,102509880010661,native,30,4.337 +LS,102509880010661,native,35,5.558 +LS,102509880010661,native,40,6.85 +LS,102509880010661,native,45,8.369 +LS,102509880010661,native,50,10.149 +LS,102509880010661,native,55,12.453 +LS,102509880010661,native,60,14.697 +LS,102509880010661,native,65,17.182 +LS,102509880010661,native,70,19.476 +LS,102509880010661,native,75,22.071 +LS,102509880010661,native,80,24.666 +LS,102509880010661,native,85,27.143 +LS,102509880010661,native,90,29.638 +LS,102509880010661,native,95,32.188 +LS,102509880010661,native,100,35.086 +LS,102518043010661,native,0,0.318 +LS,102518043010661,native,5,0.694 +LS,102518043010661,native,10,1.278 +LS,102518043010661,native,15,2.126 +LS,102518043010661,native,20,2.96 +LS,102518043010661,native,25,4.204 +LS,102518043010661,native,30,5.552 +LS,102518043010661,native,35,6.967 +LS,102518043010661,native,40,8.57 +LS,102518043010661,native,45,10.444 +LS,102518043010661,native,50,12.542 +LS,102518043010661,native,55,15.041 +LS,102518043010661,native,60,17.667 +LS,102518043010661,native,65,20.55 +LS,102518043010661,native,70,23.636 +LS,102518043010661,native,75,26.178 +LS,102518043010661,native,80,29.147 +LS,102518043010661,native,85,32.029 +LS,102518043010661,native,90,34.889 +LS,102518043010661,native,95,38.049 +LS,102518043010661,native,100,41.147 +LS,102508047010661,native,0,0.578 +LS,102508047010661,native,5,0.827 +LS,102508047010661,native,10,1.024 +LS,102508047010661,native,15,1.263 +LS,102508047010661,native,20,1.566 +LS,102508047010661,native,25,1.885 +LS,102508047010661,native,30,2.339 +LS,102508047010661,native,35,2.887 +LS,102508047010661,native,40,3.569 +LS,102508047010661,native,45,4.188 +LS,102508047010661,native,50,4.952 +LS,102508047010661,native,55,5.726 +LS,102508047010661,native,60,6.865 +LS,102508047010661,native,65,8.045 +LS,102508047010661,native,70,9.573 +LS,102508047010661,native,75,11.207 +LS,102508047010661,native,80,13.375 +LS,102508047010661,native,85,15.529 +LS,102508047010661,native,90,18.104 +LS,102508047010661,native,95,20.915 +LS,102508047010661,native,100,23.788 +LS,102507270010661,native,0,0.029 +LS,102507270010661,native,5,0.087 +LS,102507270010661,native,10,0.177 +LS,102507270010661,native,15,0.238 +LS,102507270010661,native,20,0.304 +LS,102507270010661,native,25,0.384 +LS,102507270010661,native,30,0.471 +LS,102507270010661,native,35,0.596 +LS,102507270010661,native,40,0.717 +LS,102507270010661,native,45,0.907 +LS,102507270010661,native,50,1.316 +LS,102507270010661,native,55,1.837 +LS,102507270010661,native,60,2.326 +LS,102507270010661,native,65,2.847 +LS,102507270010661,native,70,3.276 +LS,102507270010661,native,75,3.64 +LS,102507270010661,native,80,4.198 +LS,102507270010661,native,85,4.831 +LS,102507270010661,native,90,5.517 +LS,102507270010661,native,95,6.181 +LS,102507270010661,native,100,6.909 +LS,107863622010661,native,0,0.972 +LS,107863622010661,native,5,1.733 +LS,107863622010661,native,10,2.531 +LS,107863622010661,native,15,3.34 +LS,107863622010661,native,20,4.273 +LS,107863622010661,native,25,5.471 +LS,107863622010661,native,30,6.819 +LS,107863622010661,native,35,8.431 +LS,107863622010661,native,40,10.51 +LS,107863622010661,native,45,13.004 +LS,107863622010661,native,50,15.663 +LS,107863622010661,native,55,18.703 +LS,107863622010661,native,60,22.653 +LS,107863622010661,native,65,26.656 +LS,107863622010661,native,70,31.134 +LS,107863622010661,native,75,37.476 +LS,107863622010661,native,80,44.849 +LS,107863622010661,native,85,51.413 +LS,107863622010661,native,90,58.764 +LS,107863622010661,native,95,66.66 +LS,107863622010661,native,100,75.169 +LS,107862917010661,native,0,0.196 +LS,107862917010661,native,5,0.424 +LS,107862917010661,native,10,0.78 +LS,107862917010661,native,15,1.328 +LS,107862917010661,native,20,2.347 +LS,107862917010661,native,25,3.961 +LS,107862917010661,native,30,5.755 +LS,107862917010661,native,35,7.784 +LS,107862917010661,native,40,10.305 +LS,107862917010661,native,45,12.753 +LS,107862917010661,native,50,15.663 +LS,107862917010661,native,55,18.161 +LS,107862917010661,native,60,21.246 +LS,107862917010661,native,65,24.199 +LS,107862917010661,native,70,27.042 +LS,107862917010661,native,75,30.225 +LS,107862917010661,native,80,33.173 +LS,107862917010661,native,85,36.027 +LS,107862917010661,native,90,38.98 +LS,107862917010661,native,95,41.852 +LS,107862917010661,native,100,44.611 +LS,107862920010661,native,0,0.0 +LS,102511266010661,native,0,0.0 +LS,102508989010661,native,0,0.43 +LS,102508989010661,native,5,0.741 +LS,102508989010661,native,10,1.143 +LS,102508989010661,native,15,1.594 +LS,102508989010661,native,20,2.067 +LS,102508989010661,native,25,2.613 +LS,102508989010661,native,30,3.323 +LS,102508989010661,native,35,4.145 +LS,102508989010661,native,40,5.114 +LS,102508989010661,native,45,6.086 +LS,102508989010661,native,50,7.236 +LS,102508989010661,native,55,8.42 +LS,102508989010661,native,60,9.571 +LS,102508989010661,native,65,10.836 +LS,102508989010661,native,70,12.287 +LS,102508989010661,native,75,13.778 +LS,102508989010661,native,80,15.317 +LS,102508989010661,native,85,16.888 +LS,102508989010661,native,90,18.174 +LS,102508989010661,native,95,19.504 +LS,102508989010661,native,100,20.765 +LS,102512865010661,native,0,0.029 +LS,102512865010661,native,5,0.181 +LS,102512865010661,native,10,0.525 +LS,102512865010661,native,15,0.904 +LS,102512865010661,native,20,1.224 +LS,102512865010661,native,25,1.556 +LS,102512865010661,native,30,1.852 +LS,102512865010661,native,35,2.341 +LS,102512865010661,native,40,2.811 +LS,102512865010661,native,45,3.273 +LS,102512865010661,native,50,3.873 +LS,102512865010661,native,55,4.616 +LS,102512865010661,native,60,5.303 +LS,102512865010661,native,65,6.039 +LS,102512865010661,native,70,6.687 +LS,102512865010661,native,75,7.491 +LS,102512865010661,native,80,8.587 +LS,102512865010661,native,85,9.675 +LS,102512865010661,native,90,10.433 +LS,102512865010661,native,95,11.464 +LS,102512865010661,native,100,12.515 +LS,102509421010661,native,0,0.888 +LS,102509421010661,native,5,1.566 +LS,102509421010661,native,10,2.358 +LS,102509421010661,native,15,3.498 +LS,102509421010661,native,20,4.69 +LS,102509421010661,native,25,5.996 +LS,102509421010661,native,30,7.516 +LS,102509421010661,native,35,9.183 +LS,102509421010661,native,40,11.348 +LS,102509421010661,native,45,13.361 +LS,102509421010661,native,50,15.738 +LS,102509421010661,native,55,18.464 +LS,102509421010661,native,60,21.352 +LS,102509421010661,native,65,24.101 +LS,102509421010661,native,70,26.911 +LS,102509421010661,native,75,29.748 +LS,102509421010661,native,80,32.715 +LS,102509421010661,native,85,35.348 +LS,102509421010661,native,90,38.027 +LS,102509421010661,native,95,41.131 +LS,102509421010661,native,100,43.875 +LS,102515922010661,native,0,0.066 +LS,102515922010661,native,5,0.191 +LS,102515922010661,native,10,0.398 +LS,102515922010661,native,15,0.702 +LS,102515922010661,native,20,1.108 +LS,102515922010661,native,25,1.442 +LS,102515922010661,native,30,1.896 +LS,102515922010661,native,35,2.465 +LS,102515922010661,native,40,3.052 +LS,102515922010661,native,45,3.771 +LS,102515922010661,native,50,4.377 +LS,102515922010661,native,55,5.444 +LS,102515922010661,native,60,6.381 +LS,102515922010661,native,65,7.427 +LS,102515922010661,native,70,8.566 +LS,102515922010661,native,75,9.747 +LS,102515922010661,native,80,11.302 +LS,102515922010661,native,85,12.916 +LS,102515922010661,native,90,14.768 +LS,102515922010661,native,95,16.713 +LS,102515922010661,native,100,19.069 +LS,107863202010661,native,0,0.0 +LS,190058499010661,native,0,0.251 +LS,190058499010661,native,5,0.787 +LS,190058499010661,native,10,1.694 +LS,190058499010661,native,15,2.36 +LS,190058499010661,native,20,2.665 +LS,190058499010661,native,25,2.883 +LS,190058499010661,native,30,3.056 +LS,190058499010661,native,35,3.237 +LS,190058499010661,native,40,3.37 +LS,190058499010661,native,45,3.518 +LS,190058499010661,native,50,3.644 +LS,190058499010661,native,55,3.785 +LS,190058499010661,native,60,3.908 +LS,190058499010661,native,65,4.044 +LS,190058499010661,native,70,4.169 +LS,190058499010661,native,75,4.299 +LS,190058499010661,native,80,4.432 +LS,190058499010661,native,85,4.539 +LS,190058499010661,native,90,4.618 +LS,190058499010661,native,95,4.705 +LS,190058499010661,native,100,4.794 +LS,168979047010661,native,0,0.492 +LS,168979047010661,native,5,1.093 +LS,168979047010661,native,10,2.058 +LS,168979047010661,native,15,3.429 +LS,168979047010661,native,20,4.932 +LS,168979047010661,native,25,6.578 +LS,168979047010661,native,30,8.131 +LS,168979047010661,native,35,9.849 +LS,168979047010661,native,40,11.941 +LS,168979047010661,native,45,14.421 +LS,168979047010661,native,50,17.134 +LS,168979047010661,native,55,20.402 +LS,168979047010661,native,60,23.936 +LS,168979047010661,native,65,28.458 +LS,168979047010661,native,70,33.163 +LS,168979047010661,native,75,38.422 +LS,168979047010661,native,80,45.497 +LS,168979047010661,native,85,52.528 +LS,168979047010661,native,90,61.153 +LS,168979047010661,native,95,70.02 +LS,168979047010661,native,100,79.836 +LS,102517440010661,native,0,0.428 +LS,102517440010661,native,5,1.339 +LS,102517440010661,native,10,2.912 +LS,102517440010661,native,15,4.769 +LS,102517440010661,native,20,7.517 +LS,102517440010661,native,25,10.515 +LS,102517440010661,native,30,13.711 +LS,102517440010661,native,35,17.259 +LS,102517440010661,native,40,20.821 +LS,102517440010661,native,45,24.409 +LS,102517440010661,native,50,28.131 +LS,102517440010661,native,55,32.121 +LS,102517440010661,native,60,36.431 +LS,102517440010661,native,65,40.851 +LS,102517440010661,native,70,45.519 +LS,102517440010661,native,75,50.98 +LS,102517440010661,native,80,55.885 +LS,102517440010661,native,85,61.216 +LS,102517440010661,native,90,66.671 +LS,102517440010661,native,95,71.634 +LS,102517440010661,native,100,76.759 +LS,102509733010661,native,0,0.535 +LS,102509733010661,native,5,1.186 +LS,102509733010661,native,10,1.81 +LS,102509733010661,native,15,2.582 +LS,102509733010661,native,20,3.449 +LS,102509733010661,native,25,4.326 +LS,102509733010661,native,30,5.278 +LS,102509733010661,native,35,6.309 +LS,102509733010661,native,40,7.522 +LS,102509733010661,native,45,8.781 +LS,102509733010661,native,50,10.143 +LS,102509733010661,native,55,11.655 +LS,102509733010661,native,60,13.216 +LS,102509733010661,native,65,15.327 +LS,102509733010661,native,70,17.351 +LS,102509733010661,native,75,19.675 +LS,102509733010661,native,80,22.39 +LS,102509733010661,native,85,25.162 +LS,102509733010661,native,90,28.344 +LS,102509733010661,native,95,31.474 +LS,102509733010661,native,100,34.719 +LS,102517665010661,native,0,0.722 +LS,102517665010661,native,5,1.019 +LS,102517665010661,native,10,1.381 +LS,102517665010661,native,15,1.933 +LS,102517665010661,native,20,2.484 +LS,102517665010661,native,25,3.1 +LS,102517665010661,native,30,3.716 +LS,102517665010661,native,35,4.511 +LS,102517665010661,native,40,5.472 +LS,102517665010661,native,45,6.748 +LS,102517665010661,native,50,8.24 +LS,102517665010661,native,55,9.983 +LS,102517665010661,native,60,11.691 +LS,102517665010661,native,65,13.601 +LS,102517665010661,native,70,15.701 +LS,102517665010661,native,75,18.073 +LS,102517665010661,native,80,20.715 +LS,102517665010661,native,85,23.448 +LS,102517665010661,native,90,25.93 +LS,102517665010661,native,95,28.456 +LS,102517665010661,native,100,31.415 +LS,102513777010661,native,0,1.022 +LS,102513777010661,native,5,2.645 +LS,102513777010661,native,10,5.108 +LS,102513777010661,native,15,7.832 +LS,102513777010661,native,20,10.218 +LS,102513777010661,native,25,12.53 +LS,102513777010661,native,30,15.175 +LS,102513777010661,native,35,18.041 +LS,102513777010661,native,40,21.587 +LS,102513777010661,native,45,25.536 +LS,102513777010661,native,50,29.962 +LS,102513777010661,native,55,34.952 +LS,102513777010661,native,60,39.916 +LS,102513777010661,native,65,45.581 +LS,102513777010661,native,70,51.112 +LS,102513777010661,native,75,56.649 +LS,102513777010661,native,80,62.591 +LS,102513777010661,native,85,68.596 +LS,102513777010661,native,90,74.669 +LS,102513777010661,native,95,80.688 +LS,102513777010661,native,100,86.948 +LS,102513849010661,native,0,0.254 +LS,102513849010661,native,5,0.494 +LS,102513849010661,native,10,0.833 +LS,102513849010661,native,15,1.308 +LS,102513849010661,native,20,1.778 +LS,102513849010661,native,25,2.514 +LS,102513849010661,native,30,3.637 +LS,102513849010661,native,35,4.841 +LS,102513849010661,native,40,6.164 +LS,102513849010661,native,45,7.423 +LS,102513849010661,native,50,8.75 +LS,102513849010661,native,55,10.072 +LS,102513849010661,native,60,11.888 +LS,102513849010661,native,65,13.663 +LS,102513849010661,native,70,15.502 +LS,102513849010661,native,75,17.728 +LS,102513849010661,native,80,19.514 +LS,102513849010661,native,85,21.337 +LS,102513849010661,native,90,22.973 +LS,102513849010661,native,95,24.679 +LS,102513849010661,native,100,26.376 +LS,102517731010661,native,0,0.021 +LS,102517731010661,native,5,0.109 +LS,102517731010661,native,10,0.289 +LS,102517731010661,native,15,0.505 +LS,102517731010661,native,20,0.72 +LS,102517731010661,native,25,0.987 +LS,102517731010661,native,30,1.55 +LS,102517731010661,native,35,2.059 +LS,102517731010661,native,40,2.661 +LS,102517731010661,native,45,3.227 +LS,102517731010661,native,50,3.858 +LS,102517731010661,native,55,4.46 +LS,102517731010661,native,60,5.256 +LS,102517731010661,native,65,5.891 +LS,102517731010661,native,70,6.888 +LS,102517731010661,native,75,7.583 +LS,102517731010661,native,80,8.385 +LS,102517731010661,native,85,9.292 +LS,102517731010661,native,90,10.313 +LS,102517731010661,native,95,11.145 +LS,102517731010661,native,100,11.955 +LS,102518250010661,native,0,1.278 +LS,102518250010661,native,5,3.017 +LS,102518250010661,native,10,5.153 +LS,102518250010661,native,15,7.868 +LS,102518250010661,native,20,9.926 +LS,102518250010661,native,25,11.626 +LS,102518250010661,native,30,13.357 +LS,102518250010661,native,35,15.251 +LS,102518250010661,native,40,17.545 +LS,102518250010661,native,45,20.04 +LS,102518250010661,native,50,23.119 +LS,102518250010661,native,55,26.38 +LS,102518250010661,native,60,30.212 +LS,102518250010661,native,65,34.189 +LS,102518250010661,native,70,38.837 +LS,102518250010661,native,75,43.396 +LS,102518250010661,native,80,49.025 +LS,102518250010661,native,85,54.87 +LS,102518250010661,native,90,60.976 +LS,102518250010661,native,95,68.42 +LS,102518250010661,native,100,76.622 +LS,102510150010661,native,0,1.714 +LS,102510150010661,native,5,3.663 +LS,102510150010661,native,10,6.743 +LS,102510150010661,native,15,11.5 +LS,102510150010661,native,20,15.478 +LS,102510150010661,native,25,18.75 +LS,102510150010661,native,30,21.998 +LS,102510150010661,native,35,25.482 +LS,102510150010661,native,40,29.38 +LS,102510150010661,native,45,33.715 +LS,102510150010661,native,50,38.222 +LS,102510150010661,native,55,43.094 +LS,102510150010661,native,60,48.005 +LS,102510150010661,native,65,52.875 +LS,102510150010661,native,70,58.18 +LS,102510150010661,native,75,63.738 +LS,102510150010661,native,80,69.497 +LS,102510150010661,native,85,75.119 +LS,102510150010661,native,90,81.581 +LS,102510150010661,native,95,87.619 +LS,102510150010661,native,100,93.831 +LS,102514122010661,native,0,0.038 +LS,102514122010661,native,5,0.141 +LS,102514122010661,native,10,0.308 +LS,102514122010661,native,15,0.519 +LS,102514122010661,native,20,0.661 +LS,102514122010661,native,25,0.86 +LS,102514122010661,native,30,1.168 +LS,102514122010661,native,35,1.497 +LS,102514122010661,native,40,1.865 +LS,102514122010661,native,45,2.197 +LS,102514122010661,native,50,2.733 +LS,102514122010661,native,55,3.185 +LS,102514122010661,native,60,3.629 +LS,102514122010661,native,65,4.152 +LS,102514122010661,native,70,4.667 +LS,102514122010661,native,75,5.238 +LS,102514122010661,native,80,5.866 +LS,102514122010661,native,85,6.531 +LS,102514122010661,native,90,7.034 +LS,102514122010661,native,95,7.655 +LS,102514122010661,native,100,8.477 +LS,102513816010661,native,0,0.462 +LS,102513816010661,native,5,1.045 +LS,102513816010661,native,10,1.842 +LS,102513816010661,native,15,2.764 +LS,102513816010661,native,20,3.769 +LS,102513816010661,native,25,5.108 +LS,102513816010661,native,30,6.647 +LS,102513816010661,native,35,8.266 +LS,102513816010661,native,40,10.051 +LS,102513816010661,native,45,11.972 +LS,102513816010661,native,50,14.485 +LS,102513816010661,native,55,17.164 +LS,102513816010661,native,60,19.9 +LS,102513816010661,native,65,22.958 +LS,102513816010661,native,70,26.648 +LS,102513816010661,native,75,30.685 +LS,102513816010661,native,80,33.996 +LS,102513816010661,native,85,38.066 +LS,102513816010661,native,90,42.306 +LS,102513816010661,native,95,46.492 +LS,102513816010661,native,100,50.758 +LS,102518007010661,native,0,0.976 +LS,102518007010661,native,5,1.723 +LS,102518007010661,native,10,2.558 +LS,102518007010661,native,15,3.384 +LS,102518007010661,native,20,4.277 +LS,102518007010661,native,25,5.42 +LS,102518007010661,native,30,6.763 +LS,102518007010661,native,35,8.25 +LS,102518007010661,native,40,9.775 +LS,102518007010661,native,45,11.309 +LS,102518007010661,native,50,13.002 +LS,102518007010661,native,55,14.968 +LS,102518007010661,native,60,17.464 +LS,102518007010661,native,65,20.045 +LS,102518007010661,native,70,23.006 +LS,102518007010661,native,75,26.657 +LS,102518007010661,native,80,30.208 +LS,102518007010661,native,85,34.028 +LS,102518007010661,native,90,38.19 +LS,102518007010661,native,95,42.375 +LS,102518007010661,native,100,46.997 +LS,102514674010661,native,0,0.004 +LS,102514674010661,native,5,0.033 +LS,102514674010661,native,10,0.116 +LS,102514674010661,native,15,0.244 +LS,102514674010661,native,20,0.426 +LS,102514674010661,native,25,0.676 +LS,102514674010661,native,30,1.067 +LS,102514674010661,native,35,1.412 +LS,102514674010661,native,40,1.867 +LS,102514674010661,native,45,2.426 +LS,102514674010661,native,50,2.976 +LS,102514674010661,native,55,3.669 +LS,102514674010661,native,60,4.327 +LS,102514674010661,native,65,5.035 +LS,102514674010661,native,70,5.805 +LS,102514674010661,native,75,6.583 +LS,102514674010661,native,80,7.39 +LS,102514674010661,native,85,8.213 +LS,102514674010661,native,90,9.034 +LS,102514674010661,native,95,9.885 +LS,102514674010661,native,100,10.731 +LS,102513789010661,native,0,0.387 +LS,102513789010661,native,5,0.671 +LS,102513789010661,native,10,1.082 +LS,102513789010661,native,15,1.536 +LS,102513789010661,native,20,1.963 +LS,102513789010661,native,25,2.404 +LS,102513789010661,native,30,3.003 +LS,102513789010661,native,35,3.521 +LS,102513789010661,native,40,4.185 +LS,102513789010661,native,45,5.026 +LS,102513789010661,native,50,5.882 +LS,102513789010661,native,55,6.942 +LS,102513789010661,native,60,7.949 +LS,102513789010661,native,65,9.13 +LS,102513789010661,native,70,10.281 +LS,102513789010661,native,75,11.458 +LS,102513789010661,native,80,12.658 +LS,102513789010661,native,85,13.893 +LS,102513789010661,native,90,15.114 +LS,102513789010661,native,95,16.349 +LS,102513789010661,native,100,17.676 +LS,102512601010661,native,0,0.014 +LS,102512601010661,native,5,0.039 +LS,102512601010661,native,10,0.084 +LS,102512601010661,native,15,0.151 +LS,102512601010661,native,20,0.235 +LS,102512601010661,native,25,0.308 +LS,102512601010661,native,30,0.398 +LS,102512601010661,native,35,0.487 +LS,102512601010661,native,40,0.591 +LS,102512601010661,native,45,0.733 +LS,102512601010661,native,50,0.926 +LS,102512601010661,native,55,1.111 +LS,102512601010661,native,60,1.369 +LS,102512601010661,native,65,1.579 +LS,102512601010661,native,70,1.8 +LS,102512601010661,native,75,2.005 +LS,102512601010661,native,80,2.272 +LS,102512601010661,native,85,2.518 +LS,102512601010661,native,90,2.721 +LS,102512601010661,native,95,3.014 +LS,102512601010661,native,100,3.301 +LS,102512337010661,native,0,0.291 +LS,102512337010661,native,5,0.717 +LS,102512337010661,native,10,1.429 +LS,102512337010661,native,15,2.351 +LS,102512337010661,native,20,3.423 +LS,102512337010661,native,25,4.712 +LS,102512337010661,native,30,6.395 +LS,102512337010661,native,35,8.408 +LS,102512337010661,native,40,10.971 +LS,102512337010661,native,45,13.567 +LS,102512337010661,native,50,16.415 +LS,102512337010661,native,55,19.301 +LS,102512337010661,native,60,22.562 +LS,102512337010661,native,65,26.126 +LS,102512337010661,native,70,29.782 +LS,102512337010661,native,75,33.97 +LS,102512337010661,native,80,37.836 +LS,102512337010661,native,85,41.653 +LS,102512337010661,native,90,45.084 +LS,102512337010661,native,95,48.001 +LS,102512337010661,native,100,50.938 +LS,102507651010661,native,0,0.263 +LS,102507651010661,native,5,0.573 +LS,102507651010661,native,10,0.959 +LS,102507651010661,native,15,1.362 +LS,102507651010661,native,20,1.78 +LS,102507651010661,native,25,2.303 +LS,102507651010661,native,30,2.991 +LS,102507651010661,native,35,3.72 +LS,102507651010661,native,40,4.813 +LS,102507651010661,native,45,5.983 +LS,102507651010661,native,50,7.359 +LS,102507651010661,native,55,8.884 +LS,102507651010661,native,60,10.659 +LS,102507651010661,native,65,12.42 +LS,102507651010661,native,70,14.338 +LS,102507651010661,native,75,16.389 +LS,102507651010661,native,80,17.912 +LS,102507651010661,native,85,19.808 +LS,102507651010661,native,90,21.446 +LS,102507651010661,native,95,23.079 +LS,102507651010661,native,100,24.42 +LS,102511797010661,native,0,0.055 +LS,102511797010661,native,5,0.116 +LS,102511797010661,native,10,0.207 +LS,102511797010661,native,15,0.342 +LS,102511797010661,native,20,0.468 +LS,102511797010661,native,25,0.602 +LS,102511797010661,native,30,0.71 +LS,102511797010661,native,35,0.874 +LS,102511797010661,native,40,1.222 +LS,102511797010661,native,45,1.664 +LS,102511797010661,native,50,2.097 +LS,102511797010661,native,55,2.611 +LS,102511797010661,native,60,3.041 +LS,102511797010661,native,65,3.435 +LS,102511797010661,native,70,4.116 +LS,102511797010661,native,75,4.941 +LS,102511797010661,native,80,5.954 +LS,102511797010661,native,85,6.955 +LS,102511797010661,native,90,8.233 +LS,102511797010661,native,95,9.801 +LS,102511797010661,native,100,12.239 +LS,102518124010661,native,0,0.098 +LS,102518124010661,native,5,0.189 +LS,102518124010661,native,10,0.304 +LS,102518124010661,native,15,0.449 +LS,102518124010661,native,20,0.622 +LS,102518124010661,native,25,0.806 +LS,102518124010661,native,30,1.063 +LS,102518124010661,native,35,1.39 +LS,102518124010661,native,40,1.783 +LS,102518124010661,native,45,2.151 +LS,102518124010661,native,50,2.531 +LS,102518124010661,native,55,3.061 +LS,102518124010661,native,60,3.706 +LS,102518124010661,native,65,4.456 +LS,102518124010661,native,70,5.231 +LS,102518124010661,native,75,5.76 +LS,102518124010661,native,80,6.373 +LS,102518124010661,native,85,6.92 +LS,102518124010661,native,90,7.554 +LS,102518124010661,native,95,8.027 +LS,102518124010661,native,100,8.468 +LS,102515532010661,native,0,0.707 +LS,102515532010661,native,5,1.468 +LS,102515532010661,native,10,2.696 +LS,102515532010661,native,15,4.44 +LS,102515532010661,native,20,6.484 +LS,102515532010661,native,25,8.98 +LS,102515532010661,native,30,12.146 +LS,102515532010661,native,35,15.816 +LS,102515532010661,native,40,20.159 +LS,102515532010661,native,45,25.127 +LS,102515532010661,native,50,30.444 +LS,102515532010661,native,55,36.816 +LS,102515532010661,native,60,44.233 +LS,102515532010661,native,65,51.729 +LS,102515532010661,native,70,60.177 +LS,102515532010661,native,75,69.217 +LS,102515532010661,native,80,78.996 +LS,102515532010661,native,85,89.161 +LS,102515532010661,native,90,100.242 +LS,102515532010661,native,95,110.671 +LS,102515532010661,native,100,121.036 +LS,102512967010661,native,0,0.026 +LS,102512967010661,native,5,0.1 +LS,102512967010661,native,10,0.239 +LS,102512967010661,native,15,0.419 +LS,102512967010661,native,20,0.644 +LS,102512967010661,native,25,0.922 +LS,102512967010661,native,30,1.285 +LS,102512967010661,native,35,1.765 +LS,102512967010661,native,40,2.518 +LS,102512967010661,native,45,3.02 +LS,102512967010661,native,50,3.553 +LS,102512967010661,native,55,4.077 +LS,102512967010661,native,60,4.535 +LS,102512967010661,native,65,5.028 +LS,102512967010661,native,70,5.715 +LS,102512967010661,native,75,6.477 +LS,102512967010661,native,80,7.112 +LS,102512967010661,native,85,7.604 +LS,102512967010661,native,90,8.59 +LS,102512967010661,native,95,10.419 +LS,102512967010661,native,100,11.329 diff --git a/calibration/output/gompit_fvs_csls/val_nc_gompit.csv b/calibration/output/gompit_fvs_csls/val_nc_gompit.csv new file mode 100644 index 00000000..265555e9 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_nc_gompit.csv @@ -0,0 +1,169 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +NC,750087183290487,gompit,0,108.01 +NC,750087183290487,gompit,5,131.862 +NC,750087183290487,gompit,10,156.061 +NC,750087183290487,gompit,15,181.338 +NC,750087183290487,gompit,20,213.4 +NC,750087183290487,gompit,25,242.17 +NC,750087183290487,gompit,30,273.226 +NC,750087183290487,gompit,35,304.297 +NC,750087183290487,gompit,40,338.546 +NC,750087183290487,gompit,45,369.108 +NC,750087183290487,gompit,50,399.784 +NC,750087183290487,gompit,55,421.883 +NC,750087183290487,gompit,60,441.334 +NC,750087183290487,gompit,65,462.042 +NC,750087183290487,gompit,70,481.94 +NC,750087183290487,gompit,75,501.606 +NC,750087183290487,gompit,80,520.325 +NC,750087183290487,gompit,85,539.124 +NC,750087183290487,gompit,90,555.976 +NC,750087183290487,gompit,95,572.854 +NC,750087183290487,gompit,100,588.589 +NC,750084423290487,gompit,0,23.794 +NC,750084423290487,gompit,5,41.085 +NC,750084423290487,gompit,10,62.094 +NC,750084423290487,gompit,15,95.134 +NC,750084423290487,gompit,20,132.86 +NC,750084423290487,gompit,25,177.603 +NC,750084423290487,gompit,30,222.909 +NC,750084423290487,gompit,35,255.02 +NC,750084423290487,gompit,40,288.257 +NC,750084423290487,gompit,45,328.188 +NC,750084423290487,gompit,50,365.721 +NC,750084423290487,gompit,55,394.388 +NC,750084423290487,gompit,60,414.758 +NC,750084423290487,gompit,65,435.68 +NC,750084423290487,gompit,70,457.405 +NC,750084423290487,gompit,75,478.419 +NC,750084423290487,gompit,80,497.231 +NC,750084423290487,gompit,85,514.669 +NC,750084423290487,gompit,90,533.609 +NC,750084423290487,gompit,95,550.867 +NC,750084423290487,gompit,100,567.198 +NC,750087455290487,gompit,0,38.746 +NC,750087455290487,gompit,5,64.528 +NC,750087455290487,gompit,10,98.834 +NC,750087455290487,gompit,15,141.591 +NC,750087455290487,gompit,20,195.093 +NC,750087455290487,gompit,25,244.806 +NC,750087455290487,gompit,30,291.467 +NC,750087455290487,gompit,35,360.862 +NC,750087455290487,gompit,40,425.002 +NC,750087455290487,gompit,45,448.256 +NC,750087455290487,gompit,50,471.847 +NC,750087455290487,gompit,55,494.138 +NC,750087455290487,gompit,60,514.583 +NC,750087455290487,gompit,65,536.624 +NC,750087455290487,gompit,70,556.44 +NC,750087455290487,gompit,75,574.344 +NC,750087455290487,gompit,80,590.772 +NC,750087455290487,gompit,85,606.984 +NC,750087455290487,gompit,90,623.465 +NC,750087455290487,gompit,95,637.203 +NC,750087455290487,gompit,100,649.384 +NC,750087345290487,gompit,0,79.961 +NC,750087345290487,gompit,5,114.103 +NC,750087345290487,gompit,10,151.879 +NC,750087345290487,gompit,15,183.733 +NC,750087345290487,gompit,20,216.502 +NC,750087345290487,gompit,25,253.983 +NC,750087345290487,gompit,30,283.233 +NC,750087345290487,gompit,35,313.555 +NC,750087345290487,gompit,40,346.976 +NC,750087345290487,gompit,45,385.02 +NC,750087345290487,gompit,50,413.557 +NC,750087345290487,gompit,55,437.015 +NC,750087345290487,gompit,60,461.273 +NC,750087345290487,gompit,65,479.904 +NC,750087345290487,gompit,70,498.504 +NC,750087345290487,gompit,75,518.841 +NC,750087345290487,gompit,80,536.22 +NC,750087345290487,gompit,85,557.29 +NC,750087345290487,gompit,90,577.298 +NC,750087345290487,gompit,95,592.163 +NC,750087345290487,gompit,100,609.01 +NC,750087347290487,gompit,0,66.263 +NC,750087347290487,gompit,5,86.188 +NC,750087347290487,gompit,10,106.149 +NC,750087347290487,gompit,15,128.039 +NC,750087347290487,gompit,20,148.247 +NC,750087347290487,gompit,25,167.479 +NC,750087347290487,gompit,30,194.704 +NC,750087347290487,gompit,35,218.289 +NC,750087347290487,gompit,40,239.256 +NC,750087347290487,gompit,45,258.305 +NC,750087347290487,gompit,50,277.679 +NC,750087347290487,gompit,55,296.484 +NC,750087347290487,gompit,60,323.607 +NC,750087347290487,gompit,65,342.392 +NC,750087347290487,gompit,70,388.188 +NC,750087347290487,gompit,75,421.631 +NC,750087347290487,gompit,80,465.865 +NC,750087347290487,gompit,85,513.274 +NC,750087347290487,gompit,90,555.237 +NC,750087347290487,gompit,95,592.02 +NC,750087347290487,gompit,100,611.212 +NC,750087287290487,gompit,0,77.112 +NC,750087287290487,gompit,5,101.549 +NC,750087287290487,gompit,10,115.487 +NC,750087287290487,gompit,15,129.417 +NC,750087287290487,gompit,20,141.43 +NC,750087287290487,gompit,25,154.969 +NC,750087287290487,gompit,30,168.303 +NC,750087287290487,gompit,35,182.12 +NC,750087287290487,gompit,40,195.92 +NC,750087287290487,gompit,45,209.246 +NC,750087287290487,gompit,50,215.722 +NC,750087287290487,gompit,55,220.821 +NC,750087287290487,gompit,60,226.201 +NC,750087287290487,gompit,65,231.44 +NC,750087287290487,gompit,70,236.521 +NC,750087287290487,gompit,75,241.719 +NC,750087287290487,gompit,80,246.608 +NC,750087287290487,gompit,85,251.601 +NC,750087287290487,gompit,90,256.519 +NC,750087287290487,gompit,95,261.844 +NC,750087287290487,gompit,100,266.934 +NC,750087316290487,gompit,0,30.227 +NC,750087316290487,gompit,5,69.896 +NC,750087316290487,gompit,10,93.377 +NC,750087316290487,gompit,15,108.052 +NC,750087316290487,gompit,20,113.565 +NC,750087316290487,gompit,25,118.067 +NC,750087316290487,gompit,30,121.917 +NC,750087316290487,gompit,35,125.601 +NC,750087316290487,gompit,40,129.209 +NC,750087316290487,gompit,45,131.329 +NC,750087316290487,gompit,50,132.881 +NC,750087316290487,gompit,55,134.863 +NC,750087316290487,gompit,60,135.199 +NC,750087316290487,gompit,65,136.225 +NC,750087316290487,gompit,70,137.512 +NC,750087316290487,gompit,75,138.167 +NC,750087316290487,gompit,80,139.368 +NC,750087316290487,gompit,85,140.008 +NC,750087316290487,gompit,90,141.133 +NC,750087316290487,gompit,95,141.525 +NC,750087316290487,gompit,100,141.994 +NC,750087315290487,gompit,0,4.565 +NC,750087315290487,gompit,5,10.258 +NC,750087315290487,gompit,10,17.303 +NC,750087315290487,gompit,15,25.843 +NC,750087315290487,gompit,20,34.576 +NC,750087315290487,gompit,25,48.321 +NC,750087315290487,gompit,30,62.206 +NC,750087315290487,gompit,35,71.827 +NC,750087315290487,gompit,40,85.276 +NC,750087315290487,gompit,45,96.041 +NC,750087315290487,gompit,50,110.565 +NC,750087315290487,gompit,55,133.689 +NC,750087315290487,gompit,60,148.014 +NC,750087315290487,gompit,65,164.206 +NC,750087315290487,gompit,70,176.871 +NC,750087315290487,gompit,75,192.538 +NC,750087315290487,gompit,80,214.0 +NC,750087315290487,gompit,85,233.082 +NC,750087315290487,gompit,90,238.287 +NC,750087315290487,gompit,95,243.449 +NC,750087315290487,gompit,100,249.185 diff --git a/calibration/output/gompit_fvs_csls/val_nc_native.csv b/calibration/output/gompit_fvs_csls/val_nc_native.csv new file mode 100644 index 00000000..8452c005 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_nc_native.csv @@ -0,0 +1,169 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +NC,750087183290487,native,0,108.01 +NC,750087183290487,native,5,131.862 +NC,750087183290487,native,10,156.061 +NC,750087183290487,native,15,181.338 +NC,750087183290487,native,20,213.4 +NC,750087183290487,native,25,242.17 +NC,750087183290487,native,30,273.226 +NC,750087183290487,native,35,304.297 +NC,750087183290487,native,40,338.546 +NC,750087183290487,native,45,369.108 +NC,750087183290487,native,50,399.784 +NC,750087183290487,native,55,421.883 +NC,750087183290487,native,60,441.334 +NC,750087183290487,native,65,462.042 +NC,750087183290487,native,70,481.94 +NC,750087183290487,native,75,501.734 +NC,750087183290487,native,80,520.57 +NC,750087183290487,native,85,539.481 +NC,750087183290487,native,90,556.411 +NC,750087183290487,native,95,573.363 +NC,750087183290487,native,100,589.15 +NC,750084423290487,native,0,23.794 +NC,750084423290487,native,5,46.393 +NC,750084423290487,native,10,75.34 +NC,750084423290487,native,15,106.331 +NC,750084423290487,native,20,143.753 +NC,750084423290487,native,25,185.276 +NC,750084423290487,native,30,217.026 +NC,750084423290487,native,35,246.813 +NC,750084423290487,native,40,278.611 +NC,750084423290487,native,45,316.253 +NC,750084423290487,native,50,352.146 +NC,750084423290487,native,55,384.542 +NC,750084423290487,native,60,406.338 +NC,750084423290487,native,65,427.433 +NC,750084423290487,native,70,449.259 +NC,750084423290487,native,75,470.351 +NC,750084423290487,native,80,489.353 +NC,750084423290487,native,85,507.033 +NC,750084423290487,native,90,526.258 +NC,750084423290487,native,95,543.755 +NC,750084423290487,native,100,560.308 +NC,750087455290487,native,0,38.746 +NC,750087455290487,native,5,65.087 +NC,750087455290487,native,10,101.873 +NC,750087455290487,native,15,149.987 +NC,750087455290487,native,20,203.786 +NC,750087455290487,native,25,255.126 +NC,750087455290487,native,30,305.885 +NC,750087455290487,native,35,378.423 +NC,750087455290487,native,40,419.74 +NC,750087455290487,native,45,444.563 +NC,750087455290487,native,50,467.976 +NC,750087455290487,native,55,490.659 +NC,750087455290487,native,60,511.668 +NC,750087455290487,native,65,534.366 +NC,750087455290487,native,70,554.644 +NC,750087455290487,native,75,572.799 +NC,750087455290487,native,80,589.289 +NC,750087455290487,native,85,605.541 +NC,750087455290487,native,90,621.867 +NC,750087455290487,native,95,635.431 +NC,750087455290487,native,100,648.208 +NC,750087345290487,native,0,79.961 +NC,750087345290487,native,5,114.103 +NC,750087345290487,native,10,151.879 +NC,750087345290487,native,15,183.733 +NC,750087345290487,native,20,216.502 +NC,750087345290487,native,25,253.983 +NC,750087345290487,native,30,283.233 +NC,750087345290487,native,35,313.555 +NC,750087345290487,native,40,346.976 +NC,750087345290487,native,45,385.02 +NC,750087345290487,native,50,413.557 +NC,750087345290487,native,55,437.015 +NC,750087345290487,native,60,461.273 +NC,750087345290487,native,65,479.904 +NC,750087345290487,native,70,498.503 +NC,750087345290487,native,75,519.057 +NC,750087345290487,native,80,536.457 +NC,750087345290487,native,85,557.592 +NC,750087345290487,native,90,577.592 +NC,750087345290487,native,95,592.507 +NC,750087345290487,native,100,609.301 +NC,750087347290487,native,0,66.263 +NC,750087347290487,native,5,93.569 +NC,750087347290487,native,10,125.458 +NC,750087347290487,native,15,164.417 +NC,750087347290487,native,20,198.08 +NC,750087347290487,native,25,232.884 +NC,750087347290487,native,30,278.506 +NC,750087347290487,native,35,324.573 +NC,750087347290487,native,40,369.998 +NC,750087347290487,native,45,411.798 +NC,750087347290487,native,50,431.124 +NC,750087347290487,native,55,450.174 +NC,750087347290487,native,60,470.542 +NC,750087347290487,native,65,488.573 +NC,750087347290487,native,70,507.101 +NC,750087347290487,native,75,524.87 +NC,750087347290487,native,80,544.558 +NC,750087347290487,native,85,563.575 +NC,750087347290487,native,90,579.89 +NC,750087347290487,native,95,594.652 +NC,750087347290487,native,100,609.47 +NC,750087287290487,native,0,77.112 +NC,750087287290487,native,5,101.549 +NC,750087287290487,native,10,115.487 +NC,750087287290487,native,15,129.417 +NC,750087287290487,native,20,141.43 +NC,750087287290487,native,25,154.969 +NC,750087287290487,native,30,168.303 +NC,750087287290487,native,35,182.12 +NC,750087287290487,native,40,195.92 +NC,750087287290487,native,45,209.246 +NC,750087287290487,native,50,215.722 +NC,750087287290487,native,55,220.821 +NC,750087287290487,native,60,226.201 +NC,750087287290487,native,65,231.441 +NC,750087287290487,native,70,236.521 +NC,750087287290487,native,75,241.719 +NC,750087287290487,native,80,246.607 +NC,750087287290487,native,85,251.601 +NC,750087287290487,native,90,256.519 +NC,750087287290487,native,95,261.844 +NC,750087287290487,native,100,266.934 +NC,750087316290487,native,0,30.227 +NC,750087316290487,native,5,69.896 +NC,750087316290487,native,10,93.377 +NC,750087316290487,native,15,108.052 +NC,750087316290487,native,20,113.565 +NC,750087316290487,native,25,118.067 +NC,750087316290487,native,30,121.917 +NC,750087316290487,native,35,125.606 +NC,750087316290487,native,40,129.213 +NC,750087316290487,native,45,131.33 +NC,750087316290487,native,50,132.879 +NC,750087316290487,native,55,134.858 +NC,750087316290487,native,60,135.189 +NC,750087316290487,native,65,136.214 +NC,750087316290487,native,70,137.499 +NC,750087316290487,native,75,138.146 +NC,750087316290487,native,80,139.202 +NC,750087316290487,native,85,140.008 +NC,750087316290487,native,90,140.966 +NC,750087316290487,native,95,141.525 +NC,750087316290487,native,100,141.994 +NC,750087315290487,native,0,4.565 +NC,750087315290487,native,5,10.248 +NC,750087315290487,native,10,17.621 +NC,750087315290487,native,15,27.193 +NC,750087315290487,native,20,37.824 +NC,750087315290487,native,25,55.131 +NC,750087315290487,native,30,73.932 +NC,750087315290487,native,35,88.934 +NC,750087315290487,native,40,107.915 +NC,750087315290487,native,45,121.44 +NC,750087315290487,native,50,137.969 +NC,750087315290487,native,55,157.811 +NC,750087315290487,native,60,174.288 +NC,750087315290487,native,65,193.068 +NC,750087315290487,native,70,207.741 +NC,750087315290487,native,75,218.044 +NC,750087315290487,native,80,224.733 +NC,750087315290487,native,85,231.338 +NC,750087315290487,native,90,236.575 +NC,750087315290487,native,95,241.701 +NC,750087315290487,native,100,247.378 diff --git a/calibration/output/gompit_fvs_csls/val_ne_gompit.csv b/calibration/output/gompit_fvs_csls/val_ne_gompit.csv new file mode 100644 index 00000000..aac4aa3b --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ne_gompit.csv @@ -0,0 +1,3561 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +NE,55919559010538,gompit,0,3.541 +NE,55919559010538,gompit,5,7.599 +NE,55919559010538,gompit,10,13.417 +NE,55919559010538,gompit,15,20.463 +NE,55919559010538,gompit,20,27.91 +NE,55919559010538,gompit,25,34.573 +NE,55919559010538,gompit,30,41.067 +NE,55919559010538,gompit,35,47.273 +NE,55919559010538,gompit,40,53.358 +NE,55919559010538,gompit,45,59.42 +NE,55919559010538,gompit,50,65.126 +NE,55919559010538,gompit,55,70.762 +NE,55919559010538,gompit,60,76.371 +NE,55919559010538,gompit,65,81.349 +NE,55919559010538,gompit,70,85.803 +NE,55919559010538,gompit,75,89.782 +NE,55919559010538,gompit,80,93.561 +NE,55919559010538,gompit,85,97.176 +NE,55919559010538,gompit,90,99.839 +NE,55919559010538,gompit,95,102.235 +NE,55919559010538,gompit,100,104.276 +NE,55919742010538,gompit,0,17.535 +NE,55919742010538,gompit,5,29.277 +NE,55919742010538,gompit,10,41.496 +NE,55919742010538,gompit,15,51.516 +NE,55919742010538,gompit,20,59.063 +NE,55919742010538,gompit,25,64.719 +NE,55919742010538,gompit,30,69.018 +NE,55919742010538,gompit,35,72.208 +NE,55919742010538,gompit,40,74.244 +NE,55919742010538,gompit,45,76.276 +NE,55919742010538,gompit,50,78.391 +NE,55919742010538,gompit,55,80.307 +NE,55919742010538,gompit,60,82.1 +NE,55919742010538,gompit,65,83.791 +NE,55919742010538,gompit,70,85.327 +NE,55919742010538,gompit,75,87.047 +NE,55919742010538,gompit,80,88.452 +NE,55919742010538,gompit,85,90.078 +NE,55919742010538,gompit,90,91.837 +NE,55919742010538,gompit,95,93.419 +NE,55919742010538,gompit,100,94.846 +NE,55919855010538,gompit,0,0.0 +NE,55920545010538,gompit,0,23.612 +NE,55920545010538,gompit,5,41.521 +NE,55920545010538,gompit,10,63.827 +NE,55920545010538,gompit,15,73.524 +NE,55920545010538,gompit,20,82.412 +NE,55920545010538,gompit,25,90.378 +NE,55920545010538,gompit,30,97.791 +NE,55920545010538,gompit,35,104.682 +NE,55920545010538,gompit,40,111.17 +NE,55920545010538,gompit,45,117.315 +NE,55920545010538,gompit,50,123.21 +NE,55920545010538,gompit,55,128.749 +NE,55920545010538,gompit,60,134.013 +NE,55920545010538,gompit,65,138.994 +NE,55920545010538,gompit,70,143.713 +NE,55920545010538,gompit,75,148.188 +NE,55920545010538,gompit,80,152.407 +NE,55920545010538,gompit,85,156.417 +NE,55920545010538,gompit,90,160.214 +NE,55920545010538,gompit,95,163.829 +NE,55920545010538,gompit,100,167.256 +NE,55919930010538,gompit,0,4.501 +NE,55919930010538,gompit,5,14.617 +NE,55919930010538,gompit,10,30.625 +NE,55919930010538,gompit,15,49.58 +NE,55919930010538,gompit,20,71.168 +NE,55919930010538,gompit,25,94.506 +NE,55919930010538,gompit,30,106.802 +NE,55919930010538,gompit,35,112.593 +NE,55919930010538,gompit,40,118.196 +NE,55919930010538,gompit,45,123.237 +NE,55919930010538,gompit,50,127.74 +NE,55919930010538,gompit,55,131.598 +NE,55919930010538,gompit,60,134.984 +NE,55919930010538,gompit,65,138.091 +NE,55919930010538,gompit,70,140.753 +NE,55919930010538,gompit,75,143.317 +NE,55919930010538,gompit,80,145.587 +NE,55919930010538,gompit,85,147.747 +NE,55919930010538,gompit,90,149.68 +NE,55919930010538,gompit,95,152.077 +NE,55919930010538,gompit,100,153.053 +NE,55920299010538,gompit,0,132.633 +NE,55920299010538,gompit,5,163.973 +NE,55920299010538,gompit,10,193.282 +NE,55920299010538,gompit,15,220.223 +NE,55920299010538,gompit,20,242.628 +NE,55920299010538,gompit,25,260.05 +NE,55920299010538,gompit,30,274.023 +NE,55920299010538,gompit,35,284.985 +NE,55920299010538,gompit,40,293.089 +NE,55920299010538,gompit,45,300.236 +NE,55920299010538,gompit,50,306.568 +NE,55920299010538,gompit,55,312.355 +NE,55920299010538,gompit,60,318.486 +NE,55920299010538,gompit,65,324.471 +NE,55920299010538,gompit,70,330.802 +NE,55920299010538,gompit,75,336.571 +NE,55920299010538,gompit,80,341.73 +NE,55920299010538,gompit,85,346.818 +NE,55920299010538,gompit,90,351.34 +NE,55920299010538,gompit,95,355.205 +NE,55920299010538,gompit,100,358.241 +NE,55920083010538,gompit,0,2.063 +NE,55920083010538,gompit,5,7.333 +NE,55920083010538,gompit,10,18.299 +NE,55920083010538,gompit,15,30.268 +NE,55920083010538,gompit,20,43.768 +NE,55920083010538,gompit,25,58.592 +NE,55920083010538,gompit,30,73.363 +NE,55920083010538,gompit,35,88.359 +NE,55920083010538,gompit,40,102.355 +NE,55920083010538,gompit,45,115.019 +NE,55920083010538,gompit,50,120.872 +NE,55920083010538,gompit,55,124.746 +NE,55920083010538,gompit,60,128.414 +NE,55920083010538,gompit,65,131.712 +NE,55920083010538,gompit,70,134.732 +NE,55920083010538,gompit,75,137.353 +NE,55920083010538,gompit,80,139.866 +NE,55920083010538,gompit,85,142.143 +NE,55920083010538,gompit,90,144.175 +NE,55920083010538,gompit,95,146.13 +NE,55920083010538,gompit,100,148.375 +NE,55920445010538,gompit,0,0.032 +NE,55920445010538,gompit,5,0.09 +NE,55920445010538,gompit,10,0.173 +NE,55920445010538,gompit,15,0.287 +NE,55920445010538,gompit,20,0.434 +NE,55920445010538,gompit,25,0.607 +NE,55920445010538,gompit,30,0.785 +NE,55920445010538,gompit,35,0.986 +NE,55920445010538,gompit,40,1.186 +NE,55920445010538,gompit,45,1.382 +NE,55920445010538,gompit,50,1.58 +NE,55920445010538,gompit,55,1.76 +NE,55920445010538,gompit,60,1.933 +NE,55920445010538,gompit,65,2.113 +NE,55920445010538,gompit,70,2.296 +NE,55920445010538,gompit,75,2.474 +NE,55920445010538,gompit,80,2.639 +NE,55920445010538,gompit,85,2.809 +NE,55920445010538,gompit,90,2.982 +NE,55920445010538,gompit,95,3.165 +NE,55920445010538,gompit,100,3.335 +NE,55920218010538,gompit,0,59.667 +NE,55920218010538,gompit,5,86.591 +NE,55920218010538,gompit,10,116.973 +NE,55920218010538,gompit,15,131.037 +NE,55920218010538,gompit,20,141.811 +NE,55920218010538,gompit,25,152.142 +NE,55920218010538,gompit,30,162.074 +NE,55920218010538,gompit,35,171.772 +NE,55920218010538,gompit,40,181.303 +NE,55920218010538,gompit,45,190.691 +NE,55920218010538,gompit,50,199.52 +NE,55920218010538,gompit,55,208.068 +NE,55920218010538,gompit,60,216.19 +NE,55920218010538,gompit,65,223.981 +NE,55920218010538,gompit,70,231.441 +NE,55920218010538,gompit,75,238.649 +NE,55920218010538,gompit,80,245.756 +NE,55920218010538,gompit,85,252.388 +NE,55920218010538,gompit,90,258.811 +NE,55920218010538,gompit,95,264.892 +NE,55920218010538,gompit,100,270.858 +NE,55920724010538,gompit,0,21.911 +NE,55920724010538,gompit,5,38.583 +NE,55920724010538,gompit,10,60.164 +NE,55920724010538,gompit,15,72.178 +NE,55920724010538,gompit,20,81.049 +NE,55920724010538,gompit,25,89.275 +NE,55920724010538,gompit,30,96.824 +NE,55920724010538,gompit,35,103.704 +NE,55920724010538,gompit,40,109.918 +NE,55920724010538,gompit,45,115.601 +NE,55920724010538,gompit,50,120.838 +NE,55920724010538,gompit,55,125.611 +NE,55920724010538,gompit,60,130.061 +NE,55920724010538,gompit,65,134.078 +NE,55920724010538,gompit,70,138.006 +NE,55920724010538,gompit,75,141.3 +NE,55920724010538,gompit,80,143.633 +NE,55920724010538,gompit,85,145.226 +NE,55920724010538,gompit,90,146.283 +NE,55920724010538,gompit,95,146.654 +NE,55920724010538,gompit,100,146.627 +NE,55920647010538,gompit,0,30.783 +NE,55920647010538,gompit,5,45.169 +NE,55920647010538,gompit,10,62.15 +NE,55920647010538,gompit,15,78.922 +NE,55920647010538,gompit,20,89.558 +NE,55920647010538,gompit,25,94.6 +NE,55920647010538,gompit,30,100.166 +NE,55920647010538,gompit,35,106.038 +NE,55920647010538,gompit,40,111.815 +NE,55920647010538,gompit,45,117.555 +NE,55920647010538,gompit,50,123.122 +NE,55920647010538,gompit,55,129.458 +NE,55920647010538,gompit,60,134.424 +NE,55920647010538,gompit,65,139.89 +NE,55920647010538,gompit,70,144.729 +NE,55920647010538,gompit,75,148.84 +NE,55920647010538,gompit,80,152.488 +NE,55920647010538,gompit,85,156.19 +NE,55920647010538,gompit,90,158.887 +NE,55920647010538,gompit,95,161.535 +NE,55920647010538,gompit,100,163.603 +NE,55921606010538,gompit,0,0.028 +NE,55921606010538,gompit,5,0.058 +NE,55921606010538,gompit,10,0.102 +NE,55921606010538,gompit,15,0.16 +NE,55921606010538,gompit,20,0.231 +NE,55921606010538,gompit,25,0.305 +NE,55921606010538,gompit,30,0.376 +NE,55921606010538,gompit,35,0.446 +NE,55921606010538,gompit,40,0.517 +NE,55921606010538,gompit,45,0.59 +NE,55921606010538,gompit,50,0.658 +NE,55921606010538,gompit,55,0.72 +NE,55921606010538,gompit,60,0.775 +NE,55921606010538,gompit,65,0.822 +NE,55921606010538,gompit,70,0.867 +NE,55921606010538,gompit,75,0.913 +NE,55921606010538,gompit,80,0.955 +NE,55921606010538,gompit,85,0.993 +NE,55921606010538,gompit,90,1.107 +NE,55921606010538,gompit,95,1.234 +NE,55921606010538,gompit,100,1.373 +NE,55920926010538,gompit,0,88.55 +NE,55920926010538,gompit,5,120.781 +NE,55920926010538,gompit,10,155.933 +NE,55920926010538,gompit,15,191.951 +NE,55920926010538,gompit,20,208.347 +NE,55920926010538,gompit,25,223.468 +NE,55920926010538,gompit,30,237.445 +NE,55920926010538,gompit,35,250.261 +NE,55920926010538,gompit,40,262.166 +NE,55920926010538,gompit,45,273.192 +NE,55920926010538,gompit,50,283.663 +NE,55920926010538,gompit,55,293.554 +NE,55920926010538,gompit,60,303.267 +NE,55920926010538,gompit,65,312.513 +NE,55920926010538,gompit,70,321.426 +NE,55920926010538,gompit,75,330.065 +NE,55920926010538,gompit,80,338.334 +NE,55920926010538,gompit,85,346.281 +NE,55920926010538,gompit,90,354.047 +NE,55920926010538,gompit,95,361.353 +NE,55920926010538,gompit,100,368.512 +NE,55921483010538,gompit,0,0.038 +NE,55921483010538,gompit,5,0.09 +NE,55921483010538,gompit,10,0.176 +NE,55921483010538,gompit,15,0.299 +NE,55921483010538,gompit,20,0.444 +NE,55921483010538,gompit,25,0.604 +NE,55921483010538,gompit,30,0.771 +NE,55921483010538,gompit,35,0.946 +NE,55921483010538,gompit,40,1.129 +NE,55921483010538,gompit,45,1.312 +NE,55921483010538,gompit,50,1.494 +NE,55921483010538,gompit,55,1.674 +NE,55921483010538,gompit,60,1.847 +NE,55921483010538,gompit,65,2.028 +NE,55921483010538,gompit,70,2.209 +NE,55921483010538,gompit,75,2.386 +NE,55921483010538,gompit,80,2.555 +NE,55921483010538,gompit,85,2.715 +NE,55921483010538,gompit,90,2.868 +NE,55921483010538,gompit,95,3.014 +NE,55921483010538,gompit,100,3.155 +NE,55921406010538,gompit,0,3.251 +NE,55921406010538,gompit,5,7.339 +NE,55921406010538,gompit,10,12.47 +NE,55921406010538,gompit,15,17.462 +NE,55921406010538,gompit,20,21.205 +NE,55921406010538,gompit,25,23.938 +NE,55921406010538,gompit,30,25.693 +NE,55921406010538,gompit,35,26.628 +NE,55921406010538,gompit,40,27.254 +NE,55921406010538,gompit,45,27.667 +NE,55921406010538,gompit,50,27.934 +NE,55921406010538,gompit,55,27.967 +NE,55921406010538,gompit,60,27.815 +NE,55921406010538,gompit,65,27.513 +NE,55921406010538,gompit,70,27.092 +NE,55921406010538,gompit,75,26.579 +NE,55921406010538,gompit,80,25.986 +NE,55921406010538,gompit,85,25.337 +NE,55921406010538,gompit,90,24.582 +NE,55921406010538,gompit,95,23.777 +NE,55921406010538,gompit,100,23.02 +NE,55920827010538,gompit,0,17.033 +NE,55920827010538,gompit,5,51.0 +NE,55920827010538,gompit,10,82.72 +NE,55920827010538,gompit,15,88.813 +NE,55920827010538,gompit,20,95.859 +NE,55920827010538,gompit,25,103.09 +NE,55920827010538,gompit,30,109.584 +NE,55920827010538,gompit,35,115.53 +NE,55920827010538,gompit,40,121.106 +NE,55920827010538,gompit,45,126.057 +NE,55920827010538,gompit,50,130.591 +NE,55920827010538,gompit,55,134.663 +NE,55920827010538,gompit,60,138.382 +NE,55920827010538,gompit,65,141.796 +NE,55920827010538,gompit,70,144.931 +NE,55920827010538,gompit,75,147.75 +NE,55920827010538,gompit,80,150.346 +NE,55920827010538,gompit,85,152.76 +NE,55920827010538,gompit,90,155.024 +NE,55920827010538,gompit,95,157.167 +NE,55920827010538,gompit,100,159.165 +NE,55921309010538,gompit,0,0.0 +NE,55921229010538,gompit,0,0.245 +NE,55921229010538,gompit,5,0.346 +NE,55921229010538,gompit,10,0.403 +NE,55921229010538,gompit,15,0.432 +NE,55921229010538,gompit,20,0.434 +NE,55921229010538,gompit,25,0.418 +NE,55921229010538,gompit,30,0.393 +NE,55921229010538,gompit,35,0.364 +NE,55921229010538,gompit,40,0.334 +NE,55921229010538,gompit,45,0.305 +NE,55921229010538,gompit,50,0.278 +NE,55921229010538,gompit,55,0.252 +NE,55921229010538,gompit,60,0.229 +NE,55921229010538,gompit,65,0.207 +NE,55921229010538,gompit,70,0.188 +NE,55921229010538,gompit,75,0.169 +NE,55921229010538,gompit,80,0.181 +NE,55921229010538,gompit,85,0.192 +NE,55921229010538,gompit,90,0.204 +NE,55921229010538,gompit,95,0.215 +NE,55921229010538,gompit,100,0.227 +NE,55921761010538,gompit,0,0.076 +NE,55921761010538,gompit,5,0.243 +NE,55921761010538,gompit,10,0.489 +NE,55921761010538,gompit,15,0.826 +NE,55921761010538,gompit,20,1.262 +NE,55921761010538,gompit,25,1.772 +NE,55921761010538,gompit,30,2.355 +NE,55921761010538,gompit,35,3.008 +NE,55921761010538,gompit,40,3.72 +NE,55921761010538,gompit,45,4.474 +NE,55921761010538,gompit,50,5.269 +NE,55921761010538,gompit,55,6.082 +NE,55921761010538,gompit,60,6.918 +NE,55921761010538,gompit,65,7.755 +NE,55921761010538,gompit,70,8.58 +NE,55921761010538,gompit,75,9.395 +NE,55921761010538,gompit,80,10.233 +NE,55921761010538,gompit,85,11.056 +NE,55921761010538,gompit,90,11.895 +NE,55921761010538,gompit,95,12.71 +NE,55921761010538,gompit,100,13.537 +NE,55921064010538,gompit,0,25.358 +NE,55921064010538,gompit,5,44.074 +NE,55921064010538,gompit,10,66.431 +NE,55921064010538,gompit,15,88.227 +NE,55921064010538,gompit,20,93.876 +NE,55921064010538,gompit,25,99.399 +NE,55921064010538,gompit,30,104.604 +NE,55921064010538,gompit,35,109.25 +NE,55921064010538,gompit,40,113.645 +NE,55921064010538,gompit,45,117.763 +NE,55921064010538,gompit,50,121.528 +NE,55921064010538,gompit,55,125.048 +NE,55921064010538,gompit,60,128.189 +NE,55921064010538,gompit,65,131.199 +NE,55921064010538,gompit,70,133.942 +NE,55921064010538,gompit,75,136.511 +NE,55921064010538,gompit,80,139.45 +NE,55921064010538,gompit,85,141.705 +NE,55921064010538,gompit,90,143.324 +NE,55921064010538,gompit,95,144.439 +NE,55921064010538,gompit,100,144.829 +NE,55921703010538,gompit,0,0.0 +NE,55922003010538,gompit,0,0.372 +NE,55922003010538,gompit,5,0.705 +NE,55922003010538,gompit,10,1.154 +NE,55922003010538,gompit,15,1.734 +NE,55922003010538,gompit,20,2.42 +NE,55922003010538,gompit,25,3.19 +NE,55922003010538,gompit,30,4.014 +NE,55922003010538,gompit,35,4.874 +NE,55922003010538,gompit,40,5.766 +NE,55922003010538,gompit,45,6.689 +NE,55922003010538,gompit,50,7.667 +NE,55922003010538,gompit,55,8.644 +NE,55922003010538,gompit,60,9.608 +NE,55922003010538,gompit,65,10.594 +NE,55922003010538,gompit,70,11.536 +NE,55922003010538,gompit,75,12.459 +NE,55922003010538,gompit,80,13.379 +NE,55922003010538,gompit,85,14.241 +NE,55922003010538,gompit,90,15.096 +NE,55922003010538,gompit,95,15.946 +NE,55922003010538,gompit,100,16.731 +NE,55922104010538,gompit,0,7.487 +NE,55922104010538,gompit,5,18.179 +NE,55922104010538,gompit,10,32.174 +NE,55922104010538,gompit,15,48.725 +NE,55922104010538,gompit,20,66.599 +NE,55922104010538,gompit,25,85.251 +NE,55922104010538,gompit,30,90.922 +NE,55922104010538,gompit,35,96.275 +NE,55922104010538,gompit,40,101.245 +NE,55922104010538,gompit,45,105.822 +NE,55922104010538,gompit,50,110.07 +NE,55922104010538,gompit,55,113.965 +NE,55922104010538,gompit,60,117.598 +NE,55922104010538,gompit,65,120.949 +NE,55922104010538,gompit,70,124.044 +NE,55922104010538,gompit,75,126.933 +NE,55922104010538,gompit,80,129.608 +NE,55922104010538,gompit,85,132.094 +NE,55922104010538,gompit,90,134.392 +NE,55922104010538,gompit,95,136.783 +NE,55922104010538,gompit,100,138.489 +NE,144988705010661,gompit,0,0.131 +NE,144988705010661,gompit,5,0.272 +NE,144988705010661,gompit,10,0.475 +NE,144988705010661,gompit,15,0.742 +NE,144988705010661,gompit,20,1.059 +NE,144988705010661,gompit,25,1.422 +NE,144988705010661,gompit,30,1.812 +NE,144988705010661,gompit,35,2.216 +NE,144988705010661,gompit,40,2.647 +NE,144988705010661,gompit,45,3.081 +NE,144988705010661,gompit,50,3.51 +NE,144988705010661,gompit,55,3.935 +NE,144988705010661,gompit,60,4.357 +NE,144988705010661,gompit,65,4.765 +NE,144988705010661,gompit,70,5.162 +NE,144988705010661,gompit,75,5.532 +NE,144988705010661,gompit,80,5.886 +NE,144988705010661,gompit,85,6.224 +NE,144988705010661,gompit,90,6.539 +NE,144988705010661,gompit,95,6.827 +NE,144988705010661,gompit,100,7.086 +NE,144988709010661,gompit,0,0.0 +NE,144988723010661,gompit,0,1.196 +NE,144988723010661,gompit,5,2.142 +NE,144988723010661,gompit,10,3.474 +NE,144988723010661,gompit,15,5.189 +NE,144988723010661,gompit,20,7.276 +NE,144988723010661,gompit,25,9.626 +NE,144988723010661,gompit,30,12.161 +NE,144988723010661,gompit,35,14.777 +NE,144988723010661,gompit,40,17.481 +NE,144988723010661,gompit,45,20.175 +NE,144988723010661,gompit,50,22.863 +NE,144988723010661,gompit,55,25.536 +NE,144988723010661,gompit,60,28.17 +NE,144988723010661,gompit,65,30.72 +NE,144988723010661,gompit,70,33.18 +NE,144988723010661,gompit,75,35.529 +NE,144988723010661,gompit,80,37.747 +NE,144988723010661,gompit,85,39.9 +NE,144988723010661,gompit,90,41.917 +NE,144988723010661,gompit,95,43.865 +NE,144988723010661,gompit,100,45.679 +NE,144988717010661,gompit,0,0.13 +NE,144988717010661,gompit,5,0.272 +NE,144988717010661,gompit,10,0.527 +NE,144988717010661,gompit,15,0.82 +NE,144988717010661,gompit,20,1.143 +NE,144988717010661,gompit,25,1.475 +NE,144988717010661,gompit,30,1.8 +NE,144988717010661,gompit,35,2.116 +NE,144988717010661,gompit,40,2.418 +NE,144988717010661,gompit,45,2.704 +NE,144988717010661,gompit,50,2.972 +NE,144988717010661,gompit,55,3.219 +NE,144988717010661,gompit,60,3.447 +NE,144988717010661,gompit,65,3.656 +NE,144988717010661,gompit,70,3.846 +NE,144988717010661,gompit,75,4.011 +NE,144988717010661,gompit,80,4.159 +NE,144988717010661,gompit,85,4.29 +NE,144988717010661,gompit,90,4.402 +NE,144988717010661,gompit,95,4.499 +NE,144988717010661,gompit,100,4.581 +NE,144988735010661,gompit,0,0.129 +NE,144988735010661,gompit,5,0.29 +NE,144988735010661,gompit,10,0.496 +NE,144988735010661,gompit,15,0.719 +NE,144988735010661,gompit,20,0.939 +NE,144988735010661,gompit,25,1.155 +NE,144988735010661,gompit,30,1.357 +NE,144988735010661,gompit,35,1.548 +NE,144988735010661,gompit,40,1.727 +NE,144988735010661,gompit,45,1.897 +NE,144988735010661,gompit,50,2.062 +NE,144988735010661,gompit,55,2.225 +NE,144988735010661,gompit,60,2.388 +NE,144988735010661,gompit,65,2.554 +NE,144988735010661,gompit,70,2.719 +NE,144988735010661,gompit,75,2.886 +NE,144988735010661,gompit,80,3.053 +NE,144988735010661,gompit,85,3.222 +NE,144988735010661,gompit,90,3.39 +NE,144988735010661,gompit,95,3.559 +NE,144988735010661,gompit,100,3.729 +NE,144988737010661,gompit,0,0.661 +NE,144988737010661,gompit,5,1.381 +NE,144988737010661,gompit,10,2.547 +NE,144988737010661,gompit,15,4.139 +NE,144988737010661,gompit,20,6.115 +NE,144988737010661,gompit,25,8.302 +NE,144988737010661,gompit,30,10.596 +NE,144988737010661,gompit,35,12.947 +NE,144988737010661,gompit,40,15.284 +NE,144988737010661,gompit,45,17.584 +NE,144988737010661,gompit,50,19.812 +NE,144988737010661,gompit,55,21.941 +NE,144988737010661,gompit,60,23.925 +NE,144988737010661,gompit,65,25.78 +NE,144988737010661,gompit,70,27.488 +NE,144988737010661,gompit,75,29.055 +NE,144988737010661,gompit,80,30.497 +NE,144988737010661,gompit,85,31.819 +NE,144988737010661,gompit,90,33.035 +NE,144988737010661,gompit,95,34.116 +NE,144988737010661,gompit,100,35.08 +NE,144988721010661,gompit,0,1.007 +NE,144988721010661,gompit,5,1.685 +NE,144988721010661,gompit,10,2.614 +NE,144988721010661,gompit,15,3.785 +NE,144988721010661,gompit,20,5.229 +NE,144988721010661,gompit,25,6.888 +NE,144988721010661,gompit,30,8.724 +NE,144988721010661,gompit,35,10.694 +NE,144988721010661,gompit,40,12.747 +NE,144988721010661,gompit,45,14.916 +NE,144988721010661,gompit,50,17.154 +NE,144988721010661,gompit,55,19.412 +NE,144988721010661,gompit,60,21.671 +NE,144988721010661,gompit,65,23.947 +NE,144988721010661,gompit,70,26.17 +NE,144988721010661,gompit,75,28.377 +NE,144988721010661,gompit,80,30.5 +NE,144988721010661,gompit,85,32.544 +NE,144988721010661,gompit,90,34.5 +NE,144988721010661,gompit,95,36.412 +NE,144988721010661,gompit,100,38.21 +NE,144988727010661,gompit,0,0.166 +NE,144988727010661,gompit,5,0.286 +NE,144988727010661,gompit,10,0.43 +NE,144988727010661,gompit,15,0.606 +NE,144988727010661,gompit,20,0.797 +NE,144988727010661,gompit,25,0.99 +NE,144988727010661,gompit,30,1.187 +NE,144988727010661,gompit,35,1.371 +NE,144988727010661,gompit,40,1.557 +NE,144988727010661,gompit,45,1.738 +NE,144988727010661,gompit,50,1.905 +NE,144988727010661,gompit,55,2.066 +NE,144988727010661,gompit,60,2.227 +NE,144988727010661,gompit,65,2.389 +NE,144988727010661,gompit,70,2.552 +NE,144988727010661,gompit,75,2.705 +NE,144988727010661,gompit,80,2.838 +NE,144988727010661,gompit,85,2.969 +NE,144988727010661,gompit,90,3.1 +NE,144988727010661,gompit,95,3.2 +NE,144988727010661,gompit,100,3.297 +NE,144992377010661,gompit,0,0.066 +NE,144992377010661,gompit,5,0.147 +NE,144992377010661,gompit,10,0.283 +NE,144992377010661,gompit,15,0.478 +NE,144992377010661,gompit,20,0.698 +NE,144992377010661,gompit,25,0.937 +NE,144992377010661,gompit,30,1.184 +NE,144992377010661,gompit,35,1.429 +NE,144992377010661,gompit,40,1.667 +NE,144992377010661,gompit,45,1.894 +NE,144992377010661,gompit,50,2.113 +NE,144992377010661,gompit,55,2.319 +NE,144992377010661,gompit,60,2.514 +NE,144992377010661,gompit,65,2.69 +NE,144992377010661,gompit,70,2.852 +NE,144992377010661,gompit,75,2.997 +NE,144992377010661,gompit,80,3.131 +NE,144992377010661,gompit,85,3.253 +NE,144992377010661,gompit,90,3.355 +NE,144992377010661,gompit,95,3.447 +NE,144992377010661,gompit,100,3.522 +NE,144988683010661,gompit,0,0.338 +NE,144988683010661,gompit,5,0.537 +NE,144988683010661,gompit,10,0.79 +NE,144988683010661,gompit,15,1.089 +NE,144988683010661,gompit,20,1.434 +NE,144988683010661,gompit,25,1.802 +NE,144988683010661,gompit,30,2.187 +NE,144988683010661,gompit,35,2.607 +NE,144988683010661,gompit,40,3.05 +NE,144988683010661,gompit,45,3.511 +NE,144988683010661,gompit,50,3.979 +NE,144988683010661,gompit,55,4.446 +NE,144988683010661,gompit,60,4.927 +NE,144988683010661,gompit,65,5.415 +NE,144988683010661,gompit,70,5.918 +NE,144988683010661,gompit,75,6.391 +NE,144988683010661,gompit,80,6.863 +NE,144988683010661,gompit,85,7.319 +NE,144988683010661,gompit,90,7.778 +NE,144988683010661,gompit,95,8.25 +NE,144988683010661,gompit,100,8.671 +NE,144988691010661,gompit,0,0.138 +NE,144988691010661,gompit,5,0.486 +NE,144988691010661,gompit,10,1.15 +NE,144988691010661,gompit,15,2.157 +NE,144988691010661,gompit,20,3.506 +NE,144988691010661,gompit,25,5.018 +NE,144988691010661,gompit,30,6.547 +NE,144988691010661,gompit,35,8.076 +NE,144988691010661,gompit,40,9.584 +NE,144988691010661,gompit,45,11.045 +NE,144988691010661,gompit,50,12.411 +NE,144988691010661,gompit,55,13.741 +NE,144988691010661,gompit,60,14.994 +NE,144988691010661,gompit,65,16.162 +NE,144988691010661,gompit,70,17.234 +NE,144988691010661,gompit,75,18.235 +NE,144988691010661,gompit,80,19.15 +NE,144988691010661,gompit,85,19.987 +NE,144988691010661,gompit,90,20.79 +NE,144988691010661,gompit,95,21.562 +NE,144988691010661,gompit,100,22.281 +NE,144988689010661,gompit,0,0.352 +NE,144988689010661,gompit,5,0.78 +NE,144988689010661,gompit,10,1.475 +NE,144988689010661,gompit,15,2.444 +NE,144988689010661,gompit,20,3.617 +NE,144988689010661,gompit,25,4.891 +NE,144988689010661,gompit,30,6.191 +NE,144988689010661,gompit,35,7.463 +NE,144988689010661,gompit,40,8.733 +NE,144988689010661,gompit,45,9.997 +NE,144988689010661,gompit,50,11.187 +NE,144988689010661,gompit,55,12.365 +NE,144988689010661,gompit,60,13.493 +NE,144988689010661,gompit,65,14.53 +NE,144988689010661,gompit,70,15.513 +NE,144988689010661,gompit,75,16.436 +NE,144988689010661,gompit,80,17.319 +NE,144988689010661,gompit,85,18.116 +NE,144988689010661,gompit,90,18.87 +NE,144988689010661,gompit,95,19.574 +NE,144988689010661,gompit,100,20.222 +NE,144988679010661,gompit,0,0.255 +NE,144988679010661,gompit,5,0.438 +NE,144988679010661,gompit,10,0.681 +NE,144988679010661,gompit,15,0.988 +NE,144988679010661,gompit,20,1.337 +NE,144988679010661,gompit,25,1.711 +NE,144988679010661,gompit,30,2.112 +NE,144988679010661,gompit,35,2.528 +NE,144988679010661,gompit,40,2.953 +NE,144988679010661,gompit,45,3.38 +NE,144988679010661,gompit,50,3.811 +NE,144988679010661,gompit,55,4.25 +NE,144988679010661,gompit,60,4.672 +NE,144988679010661,gompit,65,5.093 +NE,144988679010661,gompit,70,5.503 +NE,144988679010661,gompit,75,5.893 +NE,144988679010661,gompit,80,6.256 +NE,144988679010661,gompit,85,6.621 +NE,144988679010661,gompit,90,6.969 +NE,144988679010661,gompit,95,7.313 +NE,144988679010661,gompit,100,7.641 +NE,144988715010661,gompit,0,0.698 +NE,144988715010661,gompit,5,1.188 +NE,144988715010661,gompit,10,1.807 +NE,144988715010661,gompit,15,2.539 +NE,144988715010661,gompit,20,3.38 +NE,144988715010661,gompit,25,4.285 +NE,144988715010661,gompit,30,5.23 +NE,144988715010661,gompit,35,6.207 +NE,144988715010661,gompit,40,7.217 +NE,144988715010661,gompit,45,8.224 +NE,144988715010661,gompit,50,9.235 +NE,144988715010661,gompit,55,10.246 +NE,144988715010661,gompit,60,11.287 +NE,144988715010661,gompit,65,12.293 +NE,144988715010661,gompit,70,13.279 +NE,144988715010661,gompit,75,14.282 +NE,144988715010661,gompit,80,15.267 +NE,144988715010661,gompit,85,16.221 +NE,144988715010661,gompit,90,17.136 +NE,144988715010661,gompit,95,18.036 +NE,144988715010661,gompit,100,18.903 +NE,168930941010661,gompit,0,0.083 +NE,168930941010661,gompit,5,0.215 +NE,168930941010661,gompit,10,0.444 +NE,168930941010661,gompit,15,0.783 +NE,168930941010661,gompit,20,1.219 +NE,168930941010661,gompit,25,1.732 +NE,168930941010661,gompit,30,2.309 +NE,168930941010661,gompit,35,2.939 +NE,168930941010661,gompit,40,3.618 +NE,168930941010661,gompit,45,4.311 +NE,168930941010661,gompit,50,5.023 +NE,168930941010661,gompit,55,5.74 +NE,168930941010661,gompit,60,6.472 +NE,168930941010661,gompit,65,7.162 +NE,168930941010661,gompit,70,7.853 +NE,168930941010661,gompit,75,8.521 +NE,168930941010661,gompit,80,9.151 +NE,168930941010661,gompit,85,9.779 +NE,168930941010661,gompit,90,10.371 +NE,168930941010661,gompit,95,10.937 +NE,168930941010661,gompit,100,11.471 +NE,168930991010661,gompit,0,0.083 +NE,168930991010661,gompit,5,0.177 +NE,168930991010661,gompit,10,0.303 +NE,168930991010661,gompit,15,0.471 +NE,168930991010661,gompit,20,0.672 +NE,168930991010661,gompit,25,0.898 +NE,168930991010661,gompit,30,1.138 +NE,168930991010661,gompit,35,1.4 +NE,168930991010661,gompit,40,1.659 +NE,168930991010661,gompit,45,1.914 +NE,168930991010661,gompit,50,2.176 +NE,168930991010661,gompit,55,2.442 +NE,168930991010661,gompit,60,2.697 +NE,168930991010661,gompit,65,2.949 +NE,168930991010661,gompit,70,3.184 +NE,168930991010661,gompit,75,3.416 +NE,168930991010661,gompit,80,3.65 +NE,168930991010661,gompit,85,3.868 +NE,168930991010661,gompit,90,4.055 +NE,168930991010661,gompit,95,4.241 +NE,168930991010661,gompit,100,4.412 +NE,168930937010661,gompit,0,0.333 +NE,168930937010661,gompit,5,0.554 +NE,168930937010661,gompit,10,0.833 +NE,168930937010661,gompit,15,1.124 +NE,168930937010661,gompit,20,1.427 +NE,168930937010661,gompit,25,1.776 +NE,168930937010661,gompit,30,2.157 +NE,168930937010661,gompit,35,2.578 +NE,168930937010661,gompit,40,3.016 +NE,168930937010661,gompit,45,3.489 +NE,168930937010661,gompit,50,3.98 +NE,168930937010661,gompit,55,4.486 +NE,168930937010661,gompit,60,5.031 +NE,168930937010661,gompit,65,5.563 +NE,168930937010661,gompit,70,6.068 +NE,168930937010661,gompit,75,6.599 +NE,168930937010661,gompit,80,7.09 +NE,168930937010661,gompit,85,7.585 +NE,168930937010661,gompit,90,8.063 +NE,168930937010661,gompit,95,8.531 +NE,168930937010661,gompit,100,8.958 +NE,168930911010661,gompit,0,0.565 +NE,168930911010661,gompit,5,0.929 +NE,168930911010661,gompit,10,1.369 +NE,168930911010661,gompit,15,1.881 +NE,168930911010661,gompit,20,2.447 +NE,168930911010661,gompit,25,3.068 +NE,168930911010661,gompit,30,3.733 +NE,168930911010661,gompit,35,4.422 +NE,168930911010661,gompit,40,5.14 +NE,168930911010661,gompit,45,5.876 +NE,168930911010661,gompit,50,6.615 +NE,168930911010661,gompit,55,7.355 +NE,168930911010661,gompit,60,8.097 +NE,168930911010661,gompit,65,8.825 +NE,168930911010661,gompit,70,9.56 +NE,168930911010661,gompit,75,10.27 +NE,168930911010661,gompit,80,10.962 +NE,168930911010661,gompit,85,11.633 +NE,168930911010661,gompit,90,12.282 +NE,168930911010661,gompit,95,12.911 +NE,168930911010661,gompit,100,13.511 +NE,168930919010661,gompit,0,0.641 +NE,168930919010661,gompit,5,1.005 +NE,168930919010661,gompit,10,1.443 +NE,168930919010661,gompit,15,1.919 +NE,168930919010661,gompit,20,2.424 +NE,168930919010661,gompit,25,2.948 +NE,168930919010661,gompit,30,3.499 +NE,168930919010661,gompit,35,4.04 +NE,168930919010661,gompit,40,4.576 +NE,168930919010661,gompit,45,5.142 +NE,168930919010661,gompit,50,5.673 +NE,168930919010661,gompit,55,6.201 +NE,168930919010661,gompit,60,6.714 +NE,168930919010661,gompit,65,7.235 +NE,168930919010661,gompit,70,7.711 +NE,168930919010661,gompit,75,8.2 +NE,168930919010661,gompit,80,8.667 +NE,168930919010661,gompit,85,9.134 +NE,168930919010661,gompit,90,9.569 +NE,168930919010661,gompit,95,9.945 +NE,168930919010661,gompit,100,10.308 +NE,168930895010661,gompit,0,0.0 +NE,304031832489998,gompit,0,0.0 +NE,304031877489998,gompit,0,0.39 +NE,304031877489998,gompit,5,0.725 +NE,304031877489998,gompit,10,1.194 +NE,304031877489998,gompit,15,1.786 +NE,304031877489998,gompit,20,2.488 +NE,304031877489998,gompit,25,3.268 +NE,304031877489998,gompit,30,4.108 +NE,304031877489998,gompit,35,4.993 +NE,304031877489998,gompit,40,5.874 +NE,304031877489998,gompit,45,6.771 +NE,304031877489998,gompit,50,7.71 +NE,304031877489998,gompit,55,8.656 +NE,304031877489998,gompit,60,9.6 +NE,304031877489998,gompit,65,10.492 +NE,304031877489998,gompit,70,11.394 +NE,304031877489998,gompit,75,12.254 +NE,304031877489998,gompit,80,13.107 +NE,304031877489998,gompit,85,13.954 +NE,304031877489998,gompit,90,14.762 +NE,304031877489998,gompit,95,15.557 +NE,304031877489998,gompit,100,16.35 +NE,304031876489998,gompit,0,0.293 +NE,304031876489998,gompit,5,0.586 +NE,304031876489998,gompit,10,1.01 +NE,304031876489998,gompit,15,1.549 +NE,304031876489998,gompit,20,2.137 +NE,304031876489998,gompit,25,2.77 +NE,304031876489998,gompit,30,3.384 +NE,304031876489998,gompit,35,3.972 +NE,304031876489998,gompit,40,4.527 +NE,304031876489998,gompit,45,5.056 +NE,304031876489998,gompit,50,5.555 +NE,304031876489998,gompit,55,6.038 +NE,304031876489998,gompit,60,6.498 +NE,304031876489998,gompit,65,6.929 +NE,304031876489998,gompit,70,7.327 +NE,304031876489998,gompit,75,7.694 +NE,304031876489998,gompit,80,8.023 +NE,304031876489998,gompit,85,8.329 +NE,304031876489998,gompit,90,8.587 +NE,304031876489998,gompit,95,8.822 +NE,304031876489998,gompit,100,9.013 +NE,304024342489998,gompit,0,0.683 +NE,304024342489998,gompit,5,1.727 +NE,304024342489998,gompit,10,3.35 +NE,304024342489998,gompit,15,5.61 +NE,304024342489998,gompit,20,8.306 +NE,304024342489998,gompit,25,11.217 +NE,304024342489998,gompit,30,14.231 +NE,304024342489998,gompit,35,17.285 +NE,304024342489998,gompit,40,20.305 +NE,304024342489998,gompit,45,23.324 +NE,304024342489998,gompit,50,26.21 +NE,304024342489998,gompit,55,29.034 +NE,304024342489998,gompit,60,31.782 +NE,304024342489998,gompit,65,34.413 +NE,304024342489998,gompit,70,36.95 +NE,304024342489998,gompit,75,39.364 +NE,304024342489998,gompit,80,41.672 +NE,304024342489998,gompit,85,43.864 +NE,304024342489998,gompit,90,45.92 +NE,304024342489998,gompit,95,47.89 +NE,304024342489998,gompit,100,49.685 +NE,304031834489998,gompit,0,0.703 +NE,304031834489998,gompit,5,1.1 +NE,304031834489998,gompit,10,1.611 +NE,304031834489998,gompit,15,2.232 +NE,304031834489998,gompit,20,2.942 +NE,304031834489998,gompit,25,3.766 +NE,304031834489998,gompit,30,4.654 +NE,304031834489998,gompit,35,5.624 +NE,304031834489998,gompit,40,6.607 +NE,304031834489998,gompit,45,7.649 +NE,304031834489998,gompit,50,8.717 +NE,304031834489998,gompit,55,9.79 +NE,304031834489998,gompit,60,10.846 +NE,304031834489998,gompit,65,11.942 +NE,304031834489998,gompit,70,13.031 +NE,304031834489998,gompit,75,14.076 +NE,304031834489998,gompit,80,15.117 +NE,304031834489998,gompit,85,16.077 +NE,304031834489998,gompit,90,17.029 +NE,304031834489998,gompit,95,17.91 +NE,304031834489998,gompit,100,18.795 +NE,304031839489998,gompit,0,0.229 +NE,304031839489998,gompit,5,0.395 +NE,304031839489998,gompit,10,0.619 +NE,304031839489998,gompit,15,0.91 +NE,304031839489998,gompit,20,1.256 +NE,304031839489998,gompit,25,1.668 +NE,304031839489998,gompit,30,2.133 +NE,304031839489998,gompit,35,2.614 +NE,304031839489998,gompit,40,3.129 +NE,304031839489998,gompit,45,3.658 +NE,304031839489998,gompit,50,4.219 +NE,304031839489998,gompit,55,4.787 +NE,304031839489998,gompit,60,5.369 +NE,304031839489998,gompit,65,5.95 +NE,304031839489998,gompit,70,6.549 +NE,304031839489998,gompit,75,7.133 +NE,304031839489998,gompit,80,7.73 +NE,304031839489998,gompit,85,8.314 +NE,304031839489998,gompit,90,8.887 +NE,304031839489998,gompit,95,9.433 +NE,304031839489998,gompit,100,9.98 +NE,304031843489998,gompit,0,0.487 +NE,304031843489998,gompit,5,0.923 +NE,304031843489998,gompit,10,1.559 +NE,304031843489998,gompit,15,2.387 +NE,304031843489998,gompit,20,3.388 +NE,304031843489998,gompit,25,4.552 +NE,304031843489998,gompit,30,5.857 +NE,304031843489998,gompit,35,7.251 +NE,304031843489998,gompit,40,8.726 +NE,304031843489998,gompit,45,10.25 +NE,304031843489998,gompit,50,11.773 +NE,304031843489998,gompit,55,13.311 +NE,304031843489998,gompit,60,14.824 +NE,304031843489998,gompit,65,16.357 +NE,304031843489998,gompit,70,17.896 +NE,304031843489998,gompit,75,19.388 +NE,304031843489998,gompit,80,20.816 +NE,304031843489998,gompit,85,22.195 +NE,304031843489998,gompit,90,23.495 +NE,304031843489998,gompit,95,24.718 +NE,304031843489998,gompit,100,25.885 +NE,304031833489998,gompit,0,0.354 +NE,304031833489998,gompit,5,0.574 +NE,304031833489998,gompit,10,0.855 +NE,304031833489998,gompit,15,1.21 +NE,304031833489998,gompit,20,1.633 +NE,304031833489998,gompit,25,2.106 +NE,304031833489998,gompit,30,2.626 +NE,304031833489998,gompit,35,3.198 +NE,304031833489998,gompit,40,3.77 +NE,304031833489998,gompit,45,4.373 +NE,304031833489998,gompit,50,5.001 +NE,304031833489998,gompit,55,5.616 +NE,304031833489998,gompit,60,6.288 +NE,304031833489998,gompit,65,6.923 +NE,304031833489998,gompit,70,7.545 +NE,304031833489998,gompit,75,8.17 +NE,304031833489998,gompit,80,8.778 +NE,304031833489998,gompit,85,9.378 +NE,304031833489998,gompit,90,9.978 +NE,304031833489998,gompit,95,10.565 +NE,304031833489998,gompit,100,11.1 +NE,304024344489998,gompit,0,1.485 +NE,304024344489998,gompit,5,2.38 +NE,304024344489998,gompit,10,3.473 +NE,304024344489998,gompit,15,4.632 +NE,304024344489998,gompit,20,5.801 +NE,304024344489998,gompit,25,6.943 +NE,304024344489998,gompit,30,8.035 +NE,304024344489998,gompit,35,9.097 +NE,304024344489998,gompit,40,10.172 +NE,304024344489998,gompit,45,11.163 +NE,304024344489998,gompit,50,12.085 +NE,304024344489998,gompit,55,12.981 +NE,304024344489998,gompit,60,13.83 +NE,304024344489998,gompit,65,14.652 +NE,304024344489998,gompit,70,15.398 +NE,304024344489998,gompit,75,16.106 +NE,304024344489998,gompit,80,16.763 +NE,304024344489998,gompit,85,17.36 +NE,304024344489998,gompit,90,17.884 +NE,304024344489998,gompit,95,18.401 +NE,304024344489998,gompit,100,18.873 +NE,304031886489998,gompit,0,0.202 +NE,304031886489998,gompit,5,0.491 +NE,304031886489998,gompit,10,0.915 +NE,304031886489998,gompit,15,1.504 +NE,304031886489998,gompit,20,2.236 +NE,304031886489998,gompit,25,3.109 +NE,304031886489998,gompit,30,4.076 +NE,304031886489998,gompit,35,5.133 +NE,304031886489998,gompit,40,6.238 +NE,304031886489998,gompit,45,7.411 +NE,304031886489998,gompit,50,8.64 +NE,304031886489998,gompit,55,9.865 +NE,304031886489998,gompit,60,11.126 +NE,304031886489998,gompit,65,12.371 +NE,304031886489998,gompit,70,13.609 +NE,304031886489998,gompit,75,14.831 +NE,304031886489998,gompit,80,16.025 +NE,304031886489998,gompit,85,17.225 +NE,304031886489998,gompit,90,18.414 +NE,304031886489998,gompit,95,19.57 +NE,304031886489998,gompit,100,20.675 +NE,304031867489998,gompit,0,0.841 +NE,304031867489998,gompit,5,1.41 +NE,304031867489998,gompit,10,2.192 +NE,304031867489998,gompit,15,3.097 +NE,304031867489998,gompit,20,4.058 +NE,304031867489998,gompit,25,5.051 +NE,304031867489998,gompit,30,6.057 +NE,304031867489998,gompit,35,7.072 +NE,304031867489998,gompit,40,8.106 +NE,304031867489998,gompit,45,9.122 +NE,304031867489998,gompit,50,10.114 +NE,304031867489998,gompit,55,11.075 +NE,304031867489998,gompit,60,12.033 +NE,304031867489998,gompit,65,12.917 +NE,304031867489998,gompit,70,13.8 +NE,304031867489998,gompit,75,14.594 +NE,304031867489998,gompit,80,15.364 +NE,304031867489998,gompit,85,16.091 +NE,304031867489998,gompit,90,16.784 +NE,304031867489998,gompit,95,17.448 +NE,304031867489998,gompit,100,18.063 +NE,304024350489998,gompit,0,0.129 +NE,304024350489998,gompit,5,0.279 +NE,304024350489998,gompit,10,0.518 +NE,304024350489998,gompit,15,0.87 +NE,304024350489998,gompit,20,1.287 +NE,304024350489998,gompit,25,1.75 +NE,304024350489998,gompit,30,2.236 +NE,304024350489998,gompit,35,2.748 +NE,304024350489998,gompit,40,3.265 +NE,304024350489998,gompit,45,3.797 +NE,304024350489998,gompit,50,4.327 +NE,304024350489998,gompit,55,4.823 +NE,304024350489998,gompit,60,5.318 +NE,304024350489998,gompit,65,5.802 +NE,304024350489998,gompit,70,6.267 +NE,304024350489998,gompit,75,6.722 +NE,304024350489998,gompit,80,7.149 +NE,304024350489998,gompit,85,7.569 +NE,304024350489998,gompit,90,7.968 +NE,304024350489998,gompit,95,8.342 +NE,304024350489998,gompit,100,8.67 +NE,304031888489998,gompit,0,0.123 +NE,304031888489998,gompit,5,0.359 +NE,304031888489998,gompit,10,0.904 +NE,304031888489998,gompit,15,1.694 +NE,304031888489998,gompit,20,2.857 +NE,304031888489998,gompit,25,4.192 +NE,304031888489998,gompit,30,5.604 +NE,304031888489998,gompit,35,7.06 +NE,304031888489998,gompit,40,8.537 +NE,304031888489998,gompit,45,9.961 +NE,304031888489998,gompit,50,11.333 +NE,304031888489998,gompit,55,12.633 +NE,304031888489998,gompit,60,13.868 +NE,304031888489998,gompit,65,14.988 +NE,304031888489998,gompit,70,16.036 +NE,304031888489998,gompit,75,16.992 +NE,304031888489998,gompit,80,17.845 +NE,304031888489998,gompit,85,18.633 +NE,304031888489998,gompit,90,19.317 +NE,304031888489998,gompit,95,19.938 +NE,304031888489998,gompit,100,20.478 +NE,304031868489998,gompit,0,0.05 +NE,304031868489998,gompit,5,0.115 +NE,304031868489998,gompit,10,0.219 +NE,304031868489998,gompit,15,0.371 +NE,304031868489998,gompit,20,0.57 +NE,304031868489998,gompit,25,0.811 +NE,304031868489998,gompit,30,1.08 +NE,304031868489998,gompit,35,1.375 +NE,304031868489998,gompit,40,1.693 +NE,304031868489998,gompit,45,2.013 +NE,304031868489998,gompit,50,2.355 +NE,304031868489998,gompit,55,2.694 +NE,304031868489998,gompit,60,3.053 +NE,304031868489998,gompit,65,3.403 +NE,304031868489998,gompit,70,3.754 +NE,304031868489998,gompit,75,4.099 +NE,304031868489998,gompit,80,4.442 +NE,304031868489998,gompit,85,4.762 +NE,304031868489998,gompit,90,5.066 +NE,304031868489998,gompit,95,5.378 +NE,304031868489998,gompit,100,5.684 +NE,304031887489998,gompit,0,0.023 +NE,304031887489998,gompit,5,0.081 +NE,304031887489998,gompit,10,0.175 +NE,304031887489998,gompit,15,0.301 +NE,304031887489998,gompit,20,0.44 +NE,304031887489998,gompit,25,0.592 +NE,304031887489998,gompit,30,0.748 +NE,304031887489998,gompit,35,0.905 +NE,304031887489998,gompit,40,1.059 +NE,304031887489998,gompit,45,1.219 +NE,304031887489998,gompit,50,1.39 +NE,304031887489998,gompit,55,1.569 +NE,304031887489998,gompit,60,1.735 +NE,304031887489998,gompit,65,1.891 +NE,304031887489998,gompit,70,2.041 +NE,304031887489998,gompit,75,2.192 +NE,304031887489998,gompit,80,2.346 +NE,304031887489998,gompit,85,2.475 +NE,304031887489998,gompit,90,2.597 +NE,304031887489998,gompit,95,2.716 +NE,304031887489998,gompit,100,2.825 +NE,304031869489998,gompit,0,0.27 +NE,304031869489998,gompit,5,0.477 +NE,304031869489998,gompit,10,0.773 +NE,304031869489998,gompit,15,1.163 +NE,304031869489998,gompit,20,1.627 +NE,304031869489998,gompit,25,2.142 +NE,304031869489998,gompit,30,2.695 +NE,304031869489998,gompit,35,3.284 +NE,304031869489998,gompit,40,3.893 +NE,304031869489998,gompit,45,4.525 +NE,304031869489998,gompit,50,5.174 +NE,304031869489998,gompit,55,5.814 +NE,304031869489998,gompit,60,6.448 +NE,304031869489998,gompit,65,7.064 +NE,304031869489998,gompit,70,7.663 +NE,304031869489998,gompit,75,8.244 +NE,304031869489998,gompit,80,8.817 +NE,304031869489998,gompit,85,9.358 +NE,304031869489998,gompit,90,9.865 +NE,304031869489998,gompit,95,10.364 +NE,304031869489998,gompit,100,10.863 +NE,304031875489998,gompit,0,0.379 +NE,304031875489998,gompit,5,1.003 +NE,304031875489998,gompit,10,2.142 +NE,304031875489998,gompit,15,3.738 +NE,304031875489998,gompit,20,5.662 +NE,304031875489998,gompit,25,7.84 +NE,304031875489998,gompit,30,10.237 +NE,304031875489998,gompit,35,12.725 +NE,304031875489998,gompit,40,15.26 +NE,304031875489998,gompit,45,17.814 +NE,304031875489998,gompit,50,20.407 +NE,304031875489998,gompit,55,22.944 +NE,304031875489998,gompit,60,25.449 +NE,304031875489998,gompit,65,27.88 +NE,304031875489998,gompit,70,30.224 +NE,304031875489998,gompit,75,32.48 +NE,304031875489998,gompit,80,34.664 +NE,304031875489998,gompit,85,36.719 +NE,304031875489998,gompit,90,38.691 +NE,304031875489998,gompit,95,40.536 +NE,304031875489998,gompit,100,42.305 +NE,304031872489998,gompit,0,0.128 +NE,304031872489998,gompit,5,0.235 +NE,304031872489998,gompit,10,0.396 +NE,304031872489998,gompit,15,0.599 +NE,304031872489998,gompit,20,0.832 +NE,304031872489998,gompit,25,1.088 +NE,304031872489998,gompit,30,1.378 +NE,304031872489998,gompit,35,1.671 +NE,304031872489998,gompit,40,1.968 +NE,304031872489998,gompit,45,2.282 +NE,304031872489998,gompit,50,2.609 +NE,304031872489998,gompit,55,2.929 +NE,304031872489998,gompit,60,3.254 +NE,304031872489998,gompit,65,3.566 +NE,304031872489998,gompit,70,3.885 +NE,304031872489998,gompit,75,4.217 +NE,304031872489998,gompit,80,4.539 +NE,304031872489998,gompit,85,4.826 +NE,304031872489998,gompit,90,5.12 +NE,304031872489998,gompit,95,5.403 +NE,304031872489998,gompit,100,5.664 +NE,304031882489998,gompit,0,0.899 +NE,304031882489998,gompit,5,1.42 +NE,304031882489998,gompit,10,2.05 +NE,304031882489998,gompit,15,2.766 +NE,304031882489998,gompit,20,3.548 +NE,304031882489998,gompit,25,4.415 +NE,304031882489998,gompit,30,5.345 +NE,304031882489998,gompit,35,6.309 +NE,304031882489998,gompit,40,7.247 +NE,304031882489998,gompit,45,8.243 +NE,304031882489998,gompit,50,9.253 +NE,304031882489998,gompit,55,10.238 +NE,304031882489998,gompit,60,11.246 +NE,304031882489998,gompit,65,12.236 +NE,304031882489998,gompit,70,13.181 +NE,304031882489998,gompit,75,14.127 +NE,304031882489998,gompit,80,15.03 +NE,304031882489998,gompit,85,15.923 +NE,304031882489998,gompit,90,16.811 +NE,304031882489998,gompit,95,17.625 +NE,304031882489998,gompit,100,18.433 +NE,304031873489998,gompit,0,0.709 +NE,304031873489998,gompit,5,1.129 +NE,304031873489998,gompit,10,1.656 +NE,304031873489998,gompit,15,2.268 +NE,304031873489998,gompit,20,2.965 +NE,304031873489998,gompit,25,3.736 +NE,304031873489998,gompit,30,4.519 +NE,304031873489998,gompit,35,5.315 +NE,304031873489998,gompit,40,6.125 +NE,304031873489998,gompit,45,6.998 +NE,304031873489998,gompit,50,7.892 +NE,304031873489998,gompit,55,8.749 +NE,304031873489998,gompit,60,9.632 +NE,304031873489998,gompit,65,10.524 +NE,304031873489998,gompit,70,11.401 +NE,304031873489998,gompit,75,12.285 +NE,304031873489998,gompit,80,13.141 +NE,304031873489998,gompit,85,14.009 +NE,304031873489998,gompit,90,14.855 +NE,304031873489998,gompit,95,15.651 +NE,304031873489998,gompit,100,16.419 +NE,304031870489998,gompit,0,0.319 +NE,304031870489998,gompit,5,0.584 +NE,304031870489998,gompit,10,0.974 +NE,304031870489998,gompit,15,1.422 +NE,304031870489998,gompit,20,1.927 +NE,304031870489998,gompit,25,2.48 +NE,304031870489998,gompit,30,3.058 +NE,304031870489998,gompit,35,3.604 +NE,304031870489998,gompit,40,4.117 +NE,304031870489998,gompit,45,4.66 +NE,304031870489998,gompit,50,5.192 +NE,304031870489998,gompit,55,5.702 +NE,304031870489998,gompit,60,6.219 +NE,304031870489998,gompit,65,6.699 +NE,304031870489998,gompit,70,7.144 +NE,304031870489998,gompit,75,7.536 +NE,304031870489998,gompit,80,7.882 +NE,304031870489998,gompit,85,8.222 +NE,304031870489998,gompit,90,8.534 +NE,304031870489998,gompit,95,8.868 +NE,304031870489998,gompit,100,9.148 +NE,304031871489998,gompit,0,0.0 +NE,304031881489998,gompit,0,0.346 +NE,304031881489998,gompit,5,0.626 +NE,304031881489998,gompit,10,0.975 +NE,304031881489998,gompit,15,1.373 +NE,304031881489998,gompit,20,1.748 +NE,304031881489998,gompit,25,2.058 +NE,304031881489998,gompit,30,2.308 +NE,304031881489998,gompit,35,2.515 +NE,304031881489998,gompit,40,2.677 +NE,304031881489998,gompit,45,2.802 +NE,304031881489998,gompit,50,2.888 +NE,304031881489998,gompit,55,2.937 +NE,304031881489998,gompit,60,2.963 +NE,304031881489998,gompit,65,2.964 +NE,304031881489998,gompit,70,2.946 +NE,304031881489998,gompit,75,2.912 +NE,304031881489998,gompit,80,2.863 +NE,304031881489998,gompit,85,2.804 +NE,304031881489998,gompit,90,2.737 +NE,304031881489998,gompit,95,2.658 +NE,304031881489998,gompit,100,2.571 +NE,304031878489998,gompit,0,0.0 +NE,304031880489998,gompit,0,0.116 +NE,304031880489998,gompit,5,0.224 +NE,304031880489998,gompit,10,0.376 +NE,304031880489998,gompit,15,0.57 +NE,304031880489998,gompit,20,0.807 +NE,304031880489998,gompit,25,1.078 +NE,304031880489998,gompit,30,1.375 +NE,304031880489998,gompit,35,1.698 +NE,304031880489998,gompit,40,2.038 +NE,304031880489998,gompit,45,2.375 +NE,304031880489998,gompit,50,2.725 +NE,304031880489998,gompit,55,3.094 +NE,304031880489998,gompit,60,3.447 +NE,304031880489998,gompit,65,3.813 +NE,304031880489998,gompit,70,4.154 +NE,304031880489998,gompit,75,4.487 +NE,304031880489998,gompit,80,4.819 +NE,304031880489998,gompit,85,5.153 +NE,304031880489998,gompit,90,5.471 +NE,304031880489998,gompit,95,5.759 +NE,304031880489998,gompit,100,6.054 +NE,304031884489998,gompit,0,0.0 +NE,304031883489998,gompit,0,0.519 +NE,304031883489998,gompit,5,0.856 +NE,304031883489998,gompit,10,1.262 +NE,304031883489998,gompit,15,1.699 +NE,304031883489998,gompit,20,2.146 +NE,304031883489998,gompit,25,2.569 +NE,304031883489998,gompit,30,2.984 +NE,304031883489998,gompit,35,3.406 +NE,304031883489998,gompit,40,3.827 +NE,304031883489998,gompit,45,4.229 +NE,304031883489998,gompit,50,4.65 +NE,304031883489998,gompit,55,5.087 +NE,304031883489998,gompit,60,5.51 +NE,304031883489998,gompit,65,5.914 +NE,304031883489998,gompit,70,6.337 +NE,304031883489998,gompit,75,6.751 +NE,304031883489998,gompit,80,7.145 +NE,304031883489998,gompit,85,7.535 +NE,304031883489998,gompit,90,7.924 +NE,304031883489998,gompit,95,8.285 +NE,304031883489998,gompit,100,8.681 +NE,55921914010538,gompit,0,0.0 +NE,55921833010538,gompit,0,30.205 +NE,55921833010538,gompit,5,39.805 +NE,55921833010538,gompit,10,49.587 +NE,55921833010538,gompit,15,59.879 +NE,55921833010538,gompit,20,69.376 +NE,55921833010538,gompit,25,78.715 +NE,55921833010538,gompit,30,87.972 +NE,55921833010538,gompit,35,97.458 +NE,55921833010538,gompit,40,105.926 +NE,55921833010538,gompit,45,114.186 +NE,55921833010538,gompit,50,122.091 +NE,55921833010538,gompit,55,129.056 +NE,55921833010538,gompit,60,133.05 +NE,55921833010538,gompit,65,136.759 +NE,55921833010538,gompit,70,140.318 +NE,55921833010538,gompit,75,143.812 +NE,55921833010538,gompit,80,147.159 +NE,55921833010538,gompit,85,150.798 +NE,55921833010538,gompit,90,154.085 +NE,55921833010538,gompit,95,156.86 +NE,55921833010538,gompit,100,158.73 +NE,55922431010538,gompit,0,0.045 +NE,55922431010538,gompit,5,0.091 +NE,55922431010538,gompit,10,0.15 +NE,55922431010538,gompit,15,0.222 +NE,55922431010538,gompit,20,0.282 +NE,55922431010538,gompit,25,0.325 +NE,55922431010538,gompit,30,0.351 +NE,55922431010538,gompit,35,0.361 +NE,55922431010538,gompit,40,0.36 +NE,55922431010538,gompit,45,0.441 +NE,55922431010538,gompit,50,0.528 +NE,55922431010538,gompit,55,0.621 +NE,55922431010538,gompit,60,0.718 +NE,55922431010538,gompit,65,0.82 +NE,55922431010538,gompit,70,0.927 +NE,55922431010538,gompit,75,1.038 +NE,55922431010538,gompit,80,1.152 +NE,55922431010538,gompit,85,1.269 +NE,55922431010538,gompit,90,1.388 +NE,55922431010538,gompit,95,1.512 +NE,55922431010538,gompit,100,1.639 +NE,55922533010538,gompit,0,113.816 +NE,55922533010538,gompit,5,149.733 +NE,55922533010538,gompit,10,188.633 +NE,55922533010538,gompit,15,218.443 +NE,55922533010538,gompit,20,234.77 +NE,55922533010538,gompit,25,250.501 +NE,55922533010538,gompit,30,265.996 +NE,55922533010538,gompit,35,281.15 +NE,55922533010538,gompit,40,295.612 +NE,55922533010538,gompit,45,309.751 +NE,55922533010538,gompit,50,323.515 +NE,55922533010538,gompit,55,336.474 +NE,55922533010538,gompit,60,348.349 +NE,55922533010538,gompit,65,359.871 +NE,55922533010538,gompit,70,370.949 +NE,55922533010538,gompit,75,381.288 +NE,55922533010538,gompit,80,391.274 +NE,55922533010538,gompit,85,400.794 +NE,55922533010538,gompit,90,409.753 +NE,55922533010538,gompit,95,418.342 +NE,55922533010538,gompit,100,426.619 +NE,55922232010538,gompit,0,14.978 +NE,55922232010538,gompit,5,26.615 +NE,55922232010538,gompit,10,36.679 +NE,55922232010538,gompit,15,45.799 +NE,55922232010538,gompit,20,53.36 +NE,55922232010538,gompit,25,59.864 +NE,55922232010538,gompit,30,65.56 +NE,55922232010538,gompit,35,70.35 +NE,55922232010538,gompit,40,74.166 +NE,55922232010538,gompit,45,77.25 +NE,55922232010538,gompit,50,79.611 +NE,55922232010538,gompit,55,81.487 +NE,55922232010538,gompit,60,82.733 +NE,55922232010538,gompit,65,83.583 +NE,55922232010538,gompit,70,84.021 +NE,55922232010538,gompit,75,84.072 +NE,55922232010538,gompit,80,83.842 +NE,55922232010538,gompit,85,83.285 +NE,55922232010538,gompit,90,82.546 +NE,55922232010538,gompit,95,81.587 +NE,55922232010538,gompit,100,80.363 +NE,55922391010538,gompit,0,0.15 +NE,55922391010538,gompit,5,0.452 +NE,55922391010538,gompit,10,1.094 +NE,55922391010538,gompit,15,2.212 +NE,55922391010538,gompit,20,3.647 +NE,55922391010538,gompit,25,5.265 +NE,55922391010538,gompit,30,6.914 +NE,55922391010538,gompit,35,8.501 +NE,55922391010538,gompit,40,10.008 +NE,55922391010538,gompit,45,11.376 +NE,55922391010538,gompit,50,12.617 +NE,55922391010538,gompit,55,13.721 +NE,55922391010538,gompit,60,14.641 +NE,55922391010538,gompit,65,15.471 +NE,55922391010538,gompit,70,16.154 +NE,55922391010538,gompit,75,16.712 +NE,55922391010538,gompit,80,17.167 +NE,55922391010538,gompit,85,17.539 +NE,55922391010538,gompit,90,17.812 +NE,55922391010538,gompit,95,17.963 +NE,55922391010538,gompit,100,18.047 +NE,55922475010538,gompit,0,0.0 +NE,55922296010538,gompit,0,24.22 +NE,55922296010538,gompit,5,33.991 +NE,55922296010538,gompit,10,45.165 +NE,55922296010538,gompit,15,57.644 +NE,55922296010538,gompit,20,72.149 +NE,55922296010538,gompit,25,87.523 +NE,55922296010538,gompit,30,99.448 +NE,55922296010538,gompit,35,104.71 +NE,55922296010538,gompit,40,109.857 +NE,55922296010538,gompit,45,114.597 +NE,55922296010538,gompit,50,119.033 +NE,55922296010538,gompit,55,123.457 +NE,55922296010538,gompit,60,127.657 +NE,55922296010538,gompit,65,131.708 +NE,55922296010538,gompit,70,135.402 +NE,55922296010538,gompit,75,139.045 +NE,55922296010538,gompit,80,142.43 +NE,55922296010538,gompit,85,145.597 +NE,55922296010538,gompit,90,148.652 +NE,55922296010538,gompit,95,151.629 +NE,55922296010538,gompit,100,154.934 +NE,55922624010538,gompit,0,42.405 +NE,55922624010538,gompit,5,54.688 +NE,55922624010538,gompit,10,68.53 +NE,55922624010538,gompit,15,83.525 +NE,55922624010538,gompit,20,90.291 +NE,55922624010538,gompit,25,95.82 +NE,55922624010538,gompit,30,101.125 +NE,55922624010538,gompit,35,106.498 +NE,55922624010538,gompit,40,111.613 +NE,55922624010538,gompit,45,116.619 +NE,55922624010538,gompit,50,121.186 +NE,55922624010538,gompit,55,125.558 +NE,55922624010538,gompit,60,129.621 +NE,55922624010538,gompit,65,133.434 +NE,55922624010538,gompit,70,137.067 +NE,55922624010538,gompit,75,140.479 +NE,55922624010538,gompit,80,143.701 +NE,55922624010538,gompit,85,146.891 +NE,55922624010538,gompit,90,149.858 +NE,55922624010538,gompit,95,153.032 +NE,55922624010538,gompit,100,155.721 +NE,55922682010538,gompit,0,15.229 +NE,55922682010538,gompit,5,22.462 +NE,55922682010538,gompit,10,30.091 +NE,55922682010538,gompit,15,37.696 +NE,55922682010538,gompit,20,44.792 +NE,55922682010538,gompit,25,51.484 +NE,55922682010538,gompit,30,57.67 +NE,55922682010538,gompit,35,63.519 +NE,55922682010538,gompit,40,69.026 +NE,55922682010538,gompit,45,71.485 +NE,55922682010538,gompit,50,72.893 +NE,55922682010538,gompit,55,74.122 +NE,55922682010538,gompit,60,75.194 +NE,55922682010538,gompit,65,76.129 +NE,55922682010538,gompit,70,76.946 +NE,55922682010538,gompit,75,77.664 +NE,55922682010538,gompit,80,78.292 +NE,55922682010538,gompit,85,78.84 +NE,55922682010538,gompit,90,79.325 +NE,55922682010538,gompit,95,79.75 +NE,55922682010538,gompit,100,80.126 +NE,55922903010538,gompit,0,0.535 +NE,55922903010538,gompit,5,1.008 +NE,55922903010538,gompit,10,1.705 +NE,55922903010538,gompit,15,2.521 +NE,55922903010538,gompit,20,3.426 +NE,55922903010538,gompit,25,4.399 +NE,55922903010538,gompit,30,5.404 +NE,55922903010538,gompit,35,6.42 +NE,55922903010538,gompit,40,7.448 +NE,55922903010538,gompit,45,8.44 +NE,55922903010538,gompit,50,9.403 +NE,55922903010538,gompit,55,10.325 +NE,55922903010538,gompit,60,11.213 +NE,55922903010538,gompit,65,12.056 +NE,55922903010538,gompit,70,12.86 +NE,55922903010538,gompit,75,13.616 +NE,55922903010538,gompit,80,14.318 +NE,55922903010538,gompit,85,14.97 +NE,55922903010538,gompit,90,15.564 +NE,55922903010538,gompit,95,16.108 +NE,55922903010538,gompit,100,16.589 +NE,55922872010538,gompit,0,0.125 +NE,55922872010538,gompit,5,0.375 +NE,55922872010538,gompit,10,0.897 +NE,55922872010538,gompit,15,1.74 +NE,55922872010538,gompit,20,2.869 +NE,55922872010538,gompit,25,4.09 +NE,55922872010538,gompit,30,5.324 +NE,55922872010538,gompit,35,6.509 +NE,55922872010538,gompit,40,7.634 +NE,55922872010538,gompit,45,8.681 +NE,55922872010538,gompit,50,9.632 +NE,55922872010538,gompit,55,10.464 +NE,55922872010538,gompit,60,11.227 +NE,55922872010538,gompit,65,11.847 +NE,55922872010538,gompit,70,12.393 +NE,55922872010538,gompit,75,12.846 +NE,55922872010538,gompit,80,13.191 +NE,55922872010538,gompit,85,13.469 +NE,55922872010538,gompit,90,13.669 +NE,55922872010538,gompit,95,13.797 +NE,55922872010538,gompit,100,13.863 +NE,55923094010538,gompit,0,0.798 +NE,55923094010538,gompit,5,1.385 +NE,55923094010538,gompit,10,2.254 +NE,55923094010538,gompit,15,3.284 +NE,55923094010538,gompit,20,4.456 +NE,55923094010538,gompit,25,5.65 +NE,55923094010538,gompit,30,6.86 +NE,55923094010538,gompit,35,8.03 +NE,55923094010538,gompit,40,9.123 +NE,55923094010538,gompit,45,10.108 +NE,55923094010538,gompit,50,11.014 +NE,55923094010538,gompit,55,11.846 +NE,55923094010538,gompit,60,12.597 +NE,55923094010538,gompit,65,13.301 +NE,55923094010538,gompit,70,13.895 +NE,55923094010538,gompit,75,14.399 +NE,55923094010538,gompit,80,14.836 +NE,55923094010538,gompit,85,15.202 +NE,55923094010538,gompit,90,15.51 +NE,55923094010538,gompit,95,15.749 +NE,55923094010538,gompit,100,15.938 +NE,55923203010538,gompit,0,15.422 +NE,55923203010538,gompit,5,29.535 +NE,55923203010538,gompit,10,47.062 +NE,55923203010538,gompit,15,65.088 +NE,55923203010538,gompit,20,78.463 +NE,55923203010538,gompit,25,85.632 +NE,55923203010538,gompit,30,90.509 +NE,55923203010538,gompit,35,93.899 +NE,55923203010538,gompit,40,95.626 +NE,55923203010538,gompit,45,97.626 +NE,55923203010538,gompit,50,99.599 +NE,55923203010538,gompit,55,101.502 +NE,55923203010538,gompit,60,103.293 +NE,55923203010538,gompit,65,105.002 +NE,55923203010538,gompit,70,106.577 +NE,55923203010538,gompit,75,108.067 +NE,55923203010538,gompit,80,109.391 +NE,55923203010538,gompit,85,110.557 +NE,55923203010538,gompit,90,111.57 +NE,55923203010538,gompit,95,112.45 +NE,55923203010538,gompit,100,113.213 +NE,55922770010538,gompit,0,1.2 +NE,55922770010538,gompit,5,2.239 +NE,55922770010538,gompit,10,3.564 +NE,55922770010538,gompit,15,5.104 +NE,55922770010538,gompit,20,6.734 +NE,55922770010538,gompit,25,8.338 +NE,55922770010538,gompit,30,9.813 +NE,55922770010538,gompit,35,11.161 +NE,55922770010538,gompit,40,12.391 +NE,55922770010538,gompit,45,13.485 +NE,55922770010538,gompit,50,14.488 +NE,55922770010538,gompit,55,15.377 +NE,55922770010538,gompit,60,16.142 +NE,55922770010538,gompit,65,16.833 +NE,55922770010538,gompit,70,17.444 +NE,55922770010538,gompit,75,17.965 +NE,55922770010538,gompit,80,18.417 +NE,55922770010538,gompit,85,18.818 +NE,55922770010538,gompit,90,19.153 +NE,55922770010538,gompit,95,19.425 +NE,55922770010538,gompit,100,19.645 +NE,55923008010538,gompit,0,0.108 +NE,55923008010538,gompit,5,0.228 +NE,55923008010538,gompit,10,0.406 +NE,55923008010538,gompit,15,0.641 +NE,55923008010538,gompit,20,0.927 +NE,55923008010538,gompit,25,1.262 +NE,55923008010538,gompit,30,1.63 +NE,55923008010538,gompit,35,2.014 +NE,55923008010538,gompit,40,2.404 +NE,55923008010538,gompit,45,2.825 +NE,55923008010538,gompit,50,3.219 +NE,55923008010538,gompit,55,3.631 +NE,55923008010538,gompit,60,4.032 +NE,55923008010538,gompit,65,4.41 +NE,55923008010538,gompit,70,4.782 +NE,55923008010538,gompit,75,5.141 +NE,55923008010538,gompit,80,5.483 +NE,55923008010538,gompit,85,5.793 +NE,55923008010538,gompit,90,6.097 +NE,55923008010538,gompit,95,6.365 +NE,55923008010538,gompit,100,6.63 +NE,55923480010538,gompit,0,0.353 +NE,55923480010538,gompit,5,0.651 +NE,55923480010538,gompit,10,1.065 +NE,55923480010538,gompit,15,1.585 +NE,55923480010538,gompit,20,2.206 +NE,55923480010538,gompit,25,2.908 +NE,55923480010538,gompit,30,3.693 +NE,55923480010538,gompit,35,4.522 +NE,55923480010538,gompit,40,5.421 +NE,55923480010538,gompit,45,6.378 +NE,55923480010538,gompit,50,7.345 +NE,55923480010538,gompit,55,8.338 +NE,55923480010538,gompit,60,9.319 +NE,55923480010538,gompit,65,10.313 +NE,55923480010538,gompit,70,11.273 +NE,55923480010538,gompit,75,12.214 +NE,55923480010538,gompit,80,13.166 +NE,55923480010538,gompit,85,14.112 +NE,55923480010538,gompit,90,15.054 +NE,55923480010538,gompit,95,15.951 +NE,55923480010538,gompit,100,16.843 +NE,55923366010538,gompit,0,8.221 +NE,55923366010538,gompit,5,17.934 +NE,55923366010538,gompit,10,28.664 +NE,55923366010538,gompit,15,38.318 +NE,55923366010538,gompit,20,45.246 +NE,55923366010538,gompit,25,49.801 +NE,55923366010538,gompit,30,51.615 +NE,55923366010538,gompit,35,51.551 +NE,55923366010538,gompit,40,50.007 +NE,55923366010538,gompit,45,47.558 +NE,55923366010538,gompit,50,44.807 +NE,55923366010538,gompit,55,42.289 +NE,55923366010538,gompit,60,39.934 +NE,55923366010538,gompit,65,37.685 +NE,55923366010538,gompit,70,35.621 +NE,55923366010538,gompit,75,33.667 +NE,55923366010538,gompit,80,31.815 +NE,55923366010538,gompit,85,30.092 +NE,55923366010538,gompit,90,28.467 +NE,55923366010538,gompit,95,26.916 +NE,55923366010538,gompit,100,25.43 +NE,55923407010538,gompit,0,0.124 +NE,55923407010538,gompit,5,0.258 +NE,55923407010538,gompit,10,0.496 +NE,55923407010538,gompit,15,0.764 +NE,55923407010538,gompit,20,1.053 +NE,55923407010538,gompit,25,1.344 +NE,55923407010538,gompit,30,1.623 +NE,55923407010538,gompit,35,1.886 +NE,55923407010538,gompit,40,2.128 +NE,55923407010538,gompit,45,2.347 +NE,55923407010538,gompit,50,2.544 +NE,55923407010538,gompit,55,2.716 +NE,55923407010538,gompit,60,2.871 +NE,55923407010538,gompit,65,3.013 +NE,55923407010538,gompit,70,3.137 +NE,55923407010538,gompit,75,3.24 +NE,55923407010538,gompit,80,3.329 +NE,55923407010538,gompit,85,3.405 +NE,55923407010538,gompit,90,3.464 +NE,55923407010538,gompit,95,3.513 +NE,55923407010538,gompit,100,3.551 +NE,55923589010538,gompit,0,0.677 +NE,55923589010538,gompit,5,1.347 +NE,55923589010538,gompit,10,2.337 +NE,55923589010538,gompit,15,3.695 +NE,55923589010538,gompit,20,5.327 +NE,55923589010538,gompit,25,7.164 +NE,55923589010538,gompit,30,9.119 +NE,55923589010538,gompit,35,11.107 +NE,55923589010538,gompit,40,13.132 +NE,55923589010538,gompit,45,15.137 +NE,55923589010538,gompit,50,17.08 +NE,55923589010538,gompit,55,18.945 +NE,55923589010538,gompit,60,20.701 +NE,55923589010538,gompit,65,22.366 +NE,55923589010538,gompit,70,23.915 +NE,55923589010538,gompit,75,25.354 +NE,55923589010538,gompit,80,26.68 +NE,55923589010538,gompit,85,27.891 +NE,55923589010538,gompit,90,29.0 +NE,55923589010538,gompit,95,30.047 +NE,55923589010538,gompit,100,30.993 +NE,55923306010538,gompit,0,21.204 +NE,55923306010538,gompit,5,30.41 +NE,55923306010538,gompit,10,39.08 +NE,55923306010538,gompit,15,47.184 +NE,55923306010538,gompit,20,54.403 +NE,55923306010538,gompit,25,61.062 +NE,55923306010538,gompit,30,66.914 +NE,55923306010538,gompit,35,71.673 +NE,55923306010538,gompit,40,76.054 +NE,55923306010538,gompit,45,79.975 +NE,55923306010538,gompit,50,83.352 +NE,55923306010538,gompit,55,86.343 +NE,55923306010538,gompit,60,89.593 +NE,55923306010538,gompit,65,92.169 +NE,55923306010538,gompit,70,94.864 +NE,55923306010538,gompit,75,97.419 +NE,55923306010538,gompit,80,99.427 +NE,55923306010538,gompit,85,100.992 +NE,55923306010538,gompit,90,102.541 +NE,55923306010538,gompit,95,104.095 +NE,55923306010538,gompit,100,105.154 +NE,55923941010538,gompit,0,0.253 +NE,55923941010538,gompit,5,0.576 +NE,55923941010538,gompit,10,1.122 +NE,55923941010538,gompit,15,1.923 +NE,55923941010538,gompit,20,2.924 +NE,55923941010538,gompit,25,3.959 +NE,55923941010538,gompit,30,5.022 +NE,55923941010538,gompit,35,6.093 +NE,55923941010538,gompit,40,7.118 +NE,55923941010538,gompit,45,8.166 +NE,55923941010538,gompit,50,9.221 +NE,55923941010538,gompit,55,10.194 +NE,55923941010538,gompit,60,11.114 +NE,55923941010538,gompit,65,12.037 +NE,55923941010538,gompit,70,12.845 +NE,55923941010538,gompit,75,13.66 +NE,55923941010538,gompit,80,14.435 +NE,55923941010538,gompit,85,15.16 +NE,55923941010538,gompit,90,15.836 +NE,55923941010538,gompit,95,16.446 +NE,55923941010538,gompit,100,16.995 +NE,55924068010538,gompit,0,0.015 +NE,55924068010538,gompit,5,0.056 +NE,55924068010538,gompit,10,0.114 +NE,55924068010538,gompit,15,0.182 +NE,55924068010538,gompit,20,0.26 +NE,55924068010538,gompit,25,0.336 +NE,55924068010538,gompit,30,0.406 +NE,55924068010538,gompit,35,0.474 +NE,55924068010538,gompit,40,0.536 +NE,55924068010538,gompit,45,0.595 +NE,55924068010538,gompit,50,0.65 +NE,55924068010538,gompit,55,0.704 +NE,55924068010538,gompit,60,0.76 +NE,55924068010538,gompit,65,0.815 +NE,55924068010538,gompit,70,0.871 +NE,55924068010538,gompit,75,0.928 +NE,55924068010538,gompit,80,0.985 +NE,55924068010538,gompit,85,1.042 +NE,55924068010538,gompit,90,1.1 +NE,55924068010538,gompit,95,1.158 +NE,55924068010538,gompit,100,1.216 +NE,55923820010538,gompit,0,25.026 +NE,55923820010538,gompit,5,31.22 +NE,55923820010538,gompit,10,37.08 +NE,55923820010538,gompit,15,42.786 +NE,55923820010538,gompit,20,49.015 +NE,55923820010538,gompit,25,54.984 +NE,55923820010538,gompit,30,60.29 +NE,55923820010538,gompit,35,65.508 +NE,55923820010538,gompit,40,69.869 +NE,55923820010538,gompit,45,73.982 +NE,55923820010538,gompit,50,78.428 +NE,55923820010538,gompit,55,82.285 +NE,55923820010538,gompit,60,85.613 +NE,55923820010538,gompit,65,89.158 +NE,55923820010538,gompit,70,92.442 +NE,55923820010538,gompit,75,95.484 +NE,55923820010538,gompit,80,97.905 +NE,55923820010538,gompit,85,100.065 +NE,55923820010538,gompit,90,102.228 +NE,55923820010538,gompit,95,104.266 +NE,55923820010538,gompit,100,105.783 +NE,55923704010538,gompit,0,16.079 +NE,55923704010538,gompit,5,24.748 +NE,55923704010538,gompit,10,34.705 +NE,55923704010538,gompit,15,45.187 +NE,55923704010538,gompit,20,56.097 +NE,55923704010538,gompit,25,67.022 +NE,55923704010538,gompit,30,77.271 +NE,55923704010538,gompit,35,86.95 +NE,55923704010538,gompit,40,96.925 +NE,55923704010538,gompit,45,106.078 +NE,55923704010538,gompit,50,114.399 +NE,55923704010538,gompit,55,122.634 +NE,55923704010538,gompit,60,126.488 +NE,55923704010538,gompit,65,130.299 +NE,55923704010538,gompit,70,133.993 +NE,55923704010538,gompit,75,137.616 +NE,55923704010538,gompit,80,141.181 +NE,55923704010538,gompit,85,144.683 +NE,55923704010538,gompit,90,148.05 +NE,55923704010538,gompit,95,151.44 +NE,55923704010538,gompit,100,154.82 +NE,55924024010538,gompit,0,0.111 +NE,55924024010538,gompit,5,0.37 +NE,55924024010538,gompit,10,0.854 +NE,55924024010538,gompit,15,1.715 +NE,55924024010538,gompit,20,2.836 +NE,55924024010538,gompit,25,4.048 +NE,55924024010538,gompit,30,5.31 +NE,55924024010538,gompit,35,6.577 +NE,55924024010538,gompit,40,7.804 +NE,55924024010538,gompit,45,8.988 +NE,55924024010538,gompit,50,10.11 +NE,55924024010538,gompit,55,11.15 +NE,55924024010538,gompit,60,12.123 +NE,55924024010538,gompit,65,13.01 +NE,55924024010538,gompit,70,13.824 +NE,55924024010538,gompit,75,14.558 +NE,55924024010538,gompit,80,15.208 +NE,55924024010538,gompit,85,15.783 +NE,55924024010538,gompit,90,16.308 +NE,55924024010538,gompit,95,16.785 +NE,55924024010538,gompit,100,17.179 +NE,168930863010661,gompit,0,0.156 +NE,168930863010661,gompit,5,0.252 +NE,168930863010661,gompit,10,0.371 +NE,168930863010661,gompit,15,0.506 +NE,168930863010661,gompit,20,0.657 +NE,168930863010661,gompit,25,0.817 +NE,168930863010661,gompit,30,0.983 +NE,168930863010661,gompit,35,1.151 +NE,168930863010661,gompit,40,1.327 +NE,168930863010661,gompit,45,1.499 +NE,168930863010661,gompit,50,1.685 +NE,168930863010661,gompit,55,1.859 +NE,168930863010661,gompit,60,2.042 +NE,168930863010661,gompit,65,2.235 +NE,168930863010661,gompit,70,2.403 +NE,168930863010661,gompit,75,2.572 +NE,168930863010661,gompit,80,2.746 +NE,168930863010661,gompit,85,2.914 +NE,168930863010661,gompit,90,3.081 +NE,168930863010661,gompit,95,3.239 +NE,168930863010661,gompit,100,3.394 +NE,168930891010661,gompit,0,0.983 +NE,168930891010661,gompit,5,1.787 +NE,168930891010661,gompit,10,2.844 +NE,168930891010661,gompit,15,4.044 +NE,168930891010661,gompit,20,5.254 +NE,168930891010661,gompit,25,6.315 +NE,168930891010661,gompit,30,7.225 +NE,168930891010661,gompit,35,7.984 +NE,168930891010661,gompit,40,8.609 +NE,168930891010661,gompit,45,9.1 +NE,168930891010661,gompit,50,9.468 +NE,168930891010661,gompit,55,9.752 +NE,168930891010661,gompit,60,9.951 +NE,168930891010661,gompit,65,10.096 +NE,168930891010661,gompit,70,10.171 +NE,168930891010661,gompit,75,10.177 +NE,168930891010661,gompit,80,10.145 +NE,168930891010661,gompit,85,10.098 +NE,168930891010661,gompit,90,10.02 +NE,168930891010661,gompit,95,9.905 +NE,168930891010661,gompit,100,9.775 +NE,168930917010661,gompit,0,0.0 +NE,168930943010661,gompit,0,0.242 +NE,168930943010661,gompit,5,0.551 +NE,168930943010661,gompit,10,1.048 +NE,168930943010661,gompit,15,1.807 +NE,168930943010661,gompit,20,2.716 +NE,168930943010661,gompit,25,3.756 +NE,168930943010661,gompit,30,4.87 +NE,168930943010661,gompit,35,6.029 +NE,168930943010661,gompit,40,7.232 +NE,168930943010661,gompit,45,8.437 +NE,168930943010661,gompit,50,9.64 +NE,168930943010661,gompit,55,10.791 +NE,168930943010661,gompit,60,11.914 +NE,168930943010661,gompit,65,12.985 +NE,168930943010661,gompit,70,14.002 +NE,168930943010661,gompit,75,14.989 +NE,168930943010661,gompit,80,15.92 +NE,168930943010661,gompit,85,16.798 +NE,168930943010661,gompit,90,17.595 +NE,168930943010661,gompit,95,18.334 +NE,168930943010661,gompit,100,19.008 +NE,168930947010661,gompit,0,0.313 +NE,168930947010661,gompit,5,0.693 +NE,168930947010661,gompit,10,1.274 +NE,168930947010661,gompit,15,2.023 +NE,168930947010661,gompit,20,2.918 +NE,168930947010661,gompit,25,3.924 +NE,168930947010661,gompit,30,5.033 +NE,168930947010661,gompit,35,6.179 +NE,168930947010661,gompit,40,7.372 +NE,168930947010661,gompit,45,8.586 +NE,168930947010661,gompit,50,9.842 +NE,168930947010661,gompit,55,11.082 +NE,168930947010661,gompit,60,12.343 +NE,168930947010661,gompit,65,13.573 +NE,168930947010661,gompit,70,14.797 +NE,168930947010661,gompit,75,15.975 +NE,168930947010661,gompit,80,17.135 +NE,168930947010661,gompit,85,18.247 +NE,168930947010661,gompit,90,19.358 +NE,168930947010661,gompit,95,20.383 +NE,168930947010661,gompit,100,21.371 +NE,168930975010661,gompit,0,0.0 +NE,168930961010661,gompit,0,0.065 +NE,168930961010661,gompit,5,0.202 +NE,168930961010661,gompit,10,0.444 +NE,168930961010661,gompit,15,0.807 +NE,168930961010661,gompit,20,1.302 +NE,168930961010661,gompit,25,1.911 +NE,168930961010661,gompit,30,2.591 +NE,168930961010661,gompit,35,3.355 +NE,168930961010661,gompit,40,4.166 +NE,168930961010661,gompit,45,5.019 +NE,168930961010661,gompit,50,5.885 +NE,168930961010661,gompit,55,6.788 +NE,168930961010661,gompit,60,7.658 +NE,168930961010661,gompit,65,8.532 +NE,168930961010661,gompit,70,9.411 +NE,168930961010661,gompit,75,10.246 +NE,168930961010661,gompit,80,11.097 +NE,168930961010661,gompit,85,11.92 +NE,168930961010661,gompit,90,12.716 +NE,168930961010661,gompit,95,13.472 +NE,168930961010661,gompit,100,14.189 +NE,168930929010661,gompit,0,0.371 +NE,168930929010661,gompit,5,0.616 +NE,168930929010661,gompit,10,0.941 +NE,168930929010661,gompit,15,1.344 +NE,168930929010661,gompit,20,1.782 +NE,168930929010661,gompit,25,2.23 +NE,168930929010661,gompit,30,2.685 +NE,168930929010661,gompit,35,3.143 +NE,168930929010661,gompit,40,3.566 +NE,168930929010661,gompit,45,3.985 +NE,168930929010661,gompit,50,4.401 +NE,168930929010661,gompit,55,4.793 +NE,168930929010661,gompit,60,5.192 +NE,168930929010661,gompit,65,5.557 +NE,168930929010661,gompit,70,5.894 +NE,168930929010661,gompit,75,6.232 +NE,168930929010661,gompit,80,6.544 +NE,168930929010661,gompit,85,6.835 +NE,168930929010661,gompit,90,7.1 +NE,168930929010661,gompit,95,7.333 +NE,168930929010661,gompit,100,7.547 +NE,168930923010661,gompit,0,0.0 +NE,168930957010661,gompit,0,0.145 +NE,168930957010661,gompit,5,0.347 +NE,168930957010661,gompit,10,0.647 +NE,168930957010661,gompit,15,1.094 +NE,168930957010661,gompit,20,1.566 +NE,168930957010661,gompit,25,2.044 +NE,168930957010661,gompit,30,2.51 +NE,168930957010661,gompit,35,2.936 +NE,168930957010661,gompit,40,3.325 +NE,168930957010661,gompit,45,3.675 +NE,168930957010661,gompit,50,3.97 +NE,168930957010661,gompit,55,4.237 +NE,168930957010661,gompit,60,4.45 +NE,168930957010661,gompit,65,4.634 +NE,168930957010661,gompit,70,4.779 +NE,168930957010661,gompit,75,4.894 +NE,168930957010661,gompit,80,4.98 +NE,168930957010661,gompit,85,5.036 +NE,168930957010661,gompit,90,5.067 +NE,168930957010661,gompit,95,5.073 +NE,168930957010661,gompit,100,5.059 +NE,168930997010661,gompit,0,0.46 +NE,168930997010661,gompit,5,0.811 +NE,168930997010661,gompit,10,1.283 +NE,168930997010661,gompit,15,1.833 +NE,168930997010661,gompit,20,2.464 +NE,168930997010661,gompit,25,3.144 +NE,168930997010661,gompit,30,3.863 +NE,168930997010661,gompit,35,4.604 +NE,168930997010661,gompit,40,5.366 +NE,168930997010661,gompit,45,6.131 +NE,168930997010661,gompit,50,6.876 +NE,168930997010661,gompit,55,7.631 +NE,168930997010661,gompit,60,8.359 +NE,168930997010661,gompit,65,9.05 +NE,168930997010661,gompit,70,9.708 +NE,168930997010661,gompit,75,10.345 +NE,168930997010661,gompit,80,10.933 +NE,168930997010661,gompit,85,11.483 +NE,168930997010661,gompit,90,12.004 +NE,168930997010661,gompit,95,12.482 +NE,168930997010661,gompit,100,12.917 +NE,168931015010661,gompit,0,0.602 +NE,168931015010661,gompit,5,1.009 +NE,168931015010661,gompit,10,1.539 +NE,168931015010661,gompit,15,2.192 +NE,168931015010661,gompit,20,2.958 +NE,168931015010661,gompit,25,3.824 +NE,168931015010661,gompit,30,4.757 +NE,168931015010661,gompit,35,5.756 +NE,168931015010661,gompit,40,6.789 +NE,168931015010661,gompit,45,7.859 +NE,168931015010661,gompit,50,8.942 +NE,168931015010661,gompit,55,10.026 +NE,168931015010661,gompit,60,11.119 +NE,168931015010661,gompit,65,12.181 +NE,168931015010661,gompit,70,13.223 +NE,168931015010661,gompit,75,14.252 +NE,168931015010661,gompit,80,15.232 +NE,168931015010661,gompit,85,16.185 +NE,168931015010661,gompit,90,17.097 +NE,168931015010661,gompit,95,17.961 +NE,168931015010661,gompit,100,18.776 +NE,168930949010661,gompit,0,0.398 +NE,168930949010661,gompit,5,0.723 +NE,168930949010661,gompit,10,1.175 +NE,168930949010661,gompit,15,1.743 +NE,168930949010661,gompit,20,2.418 +NE,168930949010661,gompit,25,3.151 +NE,168930949010661,gompit,30,3.955 +NE,168930949010661,gompit,35,4.799 +NE,168930949010661,gompit,40,5.676 +NE,168930949010661,gompit,45,6.559 +NE,168930949010661,gompit,50,7.45 +NE,168930949010661,gompit,55,8.357 +NE,168930949010661,gompit,60,9.275 +NE,168930949010661,gompit,65,10.151 +NE,168930949010661,gompit,70,11.021 +NE,168930949010661,gompit,75,11.836 +NE,168930949010661,gompit,80,12.625 +NE,168930949010661,gompit,85,13.397 +NE,168930949010661,gompit,90,14.121 +NE,168930949010661,gompit,95,14.806 +NE,168930949010661,gompit,100,15.442 +NE,168931017010661,gompit,0,0.0 +NE,168930989010661,gompit,0,0.014 +NE,168930989010661,gompit,5,0.059 +NE,168930989010661,gompit,10,0.13 +NE,168930989010661,gompit,15,0.234 +NE,168930989010661,gompit,20,0.372 +NE,168930989010661,gompit,25,0.516 +NE,168930989010661,gompit,30,0.655 +NE,168930989010661,gompit,35,0.773 +NE,168930989010661,gompit,40,0.879 +NE,168930989010661,gompit,45,0.97 +NE,168930989010661,gompit,50,1.047 +NE,168930989010661,gompit,55,1.103 +NE,168930989010661,gompit,60,1.145 +NE,168930989010661,gompit,65,1.176 +NE,168930989010661,gompit,70,1.192 +NE,168930989010661,gompit,75,1.197 +NE,168930989010661,gompit,80,1.195 +NE,168930989010661,gompit,85,1.312 +NE,168930989010661,gompit,90,1.429 +NE,168930989010661,gompit,95,1.547 +NE,168930989010661,gompit,100,1.671 +NE,168930955010661,gompit,0,0.394 +NE,168930955010661,gompit,5,0.767 +NE,168930955010661,gompit,10,1.281 +NE,168930955010661,gompit,15,1.911 +NE,168930955010661,gompit,20,2.615 +NE,168930955010661,gompit,25,3.351 +NE,168930955010661,gompit,30,4.148 +NE,168930955010661,gompit,35,4.97 +NE,168930955010661,gompit,40,5.743 +NE,168930955010661,gompit,45,6.597 +NE,168930955010661,gompit,50,7.424 +NE,168930955010661,gompit,55,8.204 +NE,168930955010661,gompit,60,8.97 +NE,168930955010661,gompit,65,9.694 +NE,168930955010661,gompit,70,10.416 +NE,168930955010661,gompit,75,11.112 +NE,168930955010661,gompit,80,11.732 +NE,168930955010661,gompit,85,12.346 +NE,168930955010661,gompit,90,12.937 +NE,168930955010661,gompit,95,13.48 +NE,168930955010661,gompit,100,14.005 +NE,168931013010661,gompit,0,0.201 +NE,168931013010661,gompit,5,0.354 +NE,168931013010661,gompit,10,0.564 +NE,168931013010661,gompit,15,0.822 +NE,168931013010661,gompit,20,1.132 +NE,168931013010661,gompit,25,1.462 +NE,168931013010661,gompit,30,1.828 +NE,168931013010661,gompit,35,2.222 +NE,168931013010661,gompit,40,2.627 +NE,168931013010661,gompit,45,3.051 +NE,168931013010661,gompit,50,3.5 +NE,168931013010661,gompit,55,3.953 +NE,168931013010661,gompit,60,4.449 +NE,168931013010661,gompit,65,4.937 +NE,168931013010661,gompit,70,5.416 +NE,168931013010661,gompit,75,5.9 +NE,168931013010661,gompit,80,6.374 +NE,168931013010661,gompit,85,6.851 +NE,168931013010661,gompit,90,7.305 +NE,168931013010661,gompit,95,7.755 +NE,168931013010661,gompit,100,8.167 +NE,168930977010661,gompit,0,0.299 +NE,168930977010661,gompit,5,0.589 +NE,168930977010661,gompit,10,1.033 +NE,168930977010661,gompit,15,1.629 +NE,168930977010661,gompit,20,2.346 +NE,168930977010661,gompit,25,3.168 +NE,168930977010661,gompit,30,4.074 +NE,168930977010661,gompit,35,5.047 +NE,168930977010661,gompit,40,6.098 +NE,168930977010661,gompit,45,7.166 +NE,168930977010661,gompit,50,8.264 +NE,168930977010661,gompit,55,9.391 +NE,168930977010661,gompit,60,10.534 +NE,168930977010661,gompit,65,11.675 +NE,168930977010661,gompit,70,12.791 +NE,168930977010661,gompit,75,13.888 +NE,168930977010661,gompit,80,14.985 +NE,168930977010661,gompit,85,16.059 +NE,168930977010661,gompit,90,17.067 +NE,168930977010661,gompit,95,18.044 +NE,168930977010661,gompit,100,19.035 +NE,168930963010661,gompit,0,0.142 +NE,168930963010661,gompit,5,0.279 +NE,168930963010661,gompit,10,0.481 +NE,168930963010661,gompit,15,0.743 +NE,168930963010661,gompit,20,1.058 +NE,168930963010661,gompit,25,1.413 +NE,168930963010661,gompit,30,1.803 +NE,168930963010661,gompit,35,2.225 +NE,168930963010661,gompit,40,2.658 +NE,168930963010661,gompit,45,3.092 +NE,168930963010661,gompit,50,3.522 +NE,168930963010661,gompit,55,3.957 +NE,168930963010661,gompit,60,4.378 +NE,168930963010661,gompit,65,4.78 +NE,168930963010661,gompit,70,5.18 +NE,168930963010661,gompit,75,5.556 +NE,168930963010661,gompit,80,5.912 +NE,168930963010661,gompit,85,6.245 +NE,168930963010661,gompit,90,6.564 +NE,168930963010661,gompit,95,6.842 +NE,168930963010661,gompit,100,7.114 +NE,168930987010661,gompit,0,0.179 +NE,168930987010661,gompit,5,0.586 +NE,168930987010661,gompit,10,1.25 +NE,168930987010661,gompit,15,2.17 +NE,168930987010661,gompit,20,3.372 +NE,168930987010661,gompit,25,4.823 +NE,168930987010661,gompit,30,6.473 +NE,168930987010661,gompit,35,8.238 +NE,168930987010661,gompit,40,10.072 +NE,168930987010661,gompit,45,12.012 +NE,168930987010661,gompit,50,14.011 +NE,168930987010661,gompit,55,16.037 +NE,168930987010661,gompit,60,18.091 +NE,168930987010661,gompit,65,20.085 +NE,168930987010661,gompit,70,22.045 +NE,168930987010661,gompit,75,24.033 +NE,168930987010661,gompit,80,25.925 +NE,168930987010661,gompit,85,27.748 +NE,168930987010661,gompit,90,29.498 +NE,168930987010661,gompit,95,31.178 +NE,168930987010661,gompit,100,32.803 +NE,168930879010661,gompit,0,0.0 +NE,168930869010661,gompit,0,0.547 +NE,168930869010661,gompit,5,1.341 +NE,168930869010661,gompit,10,2.594 +NE,168930869010661,gompit,15,4.374 +NE,168930869010661,gompit,20,6.587 +NE,168930869010661,gompit,25,9.125 +NE,168930869010661,gompit,30,11.801 +NE,168930869010661,gompit,35,14.591 +NE,168930869010661,gompit,40,17.442 +NE,168930869010661,gompit,45,20.302 +NE,168930869010661,gompit,50,23.093 +NE,168930869010661,gompit,55,25.814 +NE,168930869010661,gompit,60,28.48 +NE,168930869010661,gompit,65,31.062 +NE,168930869010661,gompit,70,33.528 +NE,168930869010661,gompit,75,35.919 +NE,168930869010661,gompit,80,38.197 +NE,168930869010661,gompit,85,40.382 +NE,168930869010661,gompit,90,42.493 +NE,168930869010661,gompit,95,44.549 +NE,168930869010661,gompit,100,46.481 +NE,168931007010661,gompit,0,0.507 +NE,168931007010661,gompit,5,1.008 +NE,168931007010661,gompit,10,1.736 +NE,168931007010661,gompit,15,2.619 +NE,168931007010661,gompit,20,3.563 +NE,168931007010661,gompit,25,4.511 +NE,168931007010661,gompit,30,5.414 +NE,168931007010661,gompit,35,6.28 +NE,168931007010661,gompit,40,7.087 +NE,168931007010661,gompit,45,7.822 +NE,168931007010661,gompit,50,8.487 +NE,168931007010661,gompit,55,9.089 +NE,168931007010661,gompit,60,9.624 +NE,168931007010661,gompit,65,10.091 +NE,168931007010661,gompit,70,10.509 +NE,168931007010661,gompit,75,10.908 +NE,168931007010661,gompit,80,11.256 +NE,168931007010661,gompit,85,11.548 +NE,168931007010661,gompit,90,11.813 +NE,168931007010661,gompit,95,12.035 +NE,168931007010661,gompit,100,12.209 +NE,168930899010661,gompit,0,0.859 +NE,168930899010661,gompit,5,1.427 +NE,168930899010661,gompit,10,2.13 +NE,168930899010661,gompit,15,2.891 +NE,168930899010661,gompit,20,3.696 +NE,168930899010661,gompit,25,4.514 +NE,168930899010661,gompit,30,5.346 +NE,168930899010661,gompit,35,6.176 +NE,168930899010661,gompit,40,7.04 +NE,168930899010661,gompit,45,7.878 +NE,168930899010661,gompit,50,8.684 +NE,168930899010661,gompit,55,9.489 +NE,168930899010661,gompit,60,10.267 +NE,168930899010661,gompit,65,11.024 +NE,168930899010661,gompit,70,11.737 +NE,168930899010661,gompit,75,12.429 +NE,168930899010661,gompit,80,13.062 +NE,168930899010661,gompit,85,13.669 +NE,168930899010661,gompit,90,14.243 +NE,168930899010661,gompit,95,14.785 +NE,168930899010661,gompit,100,15.291 +NE,168930875010661,gompit,0,0.32 +NE,168930875010661,gompit,5,0.544 +NE,168930875010661,gompit,10,0.834 +NE,168930875010661,gompit,15,1.175 +NE,168930875010661,gompit,20,1.554 +NE,168930875010661,gompit,25,1.958 +NE,168930875010661,gompit,30,2.371 +NE,168930875010661,gompit,35,2.8 +NE,168930875010661,gompit,40,3.222 +NE,168930875010661,gompit,45,3.645 +NE,168930875010661,gompit,50,4.062 +NE,168930875010661,gompit,55,4.466 +NE,168930875010661,gompit,60,4.858 +NE,168930875010661,gompit,65,5.233 +NE,168930875010661,gompit,70,5.598 +NE,168930875010661,gompit,75,5.959 +NE,168930875010661,gompit,80,6.3 +NE,168930875010661,gompit,85,6.618 +NE,168930875010661,gompit,90,6.913 +NE,168930875010661,gompit,95,7.191 +NE,168930875010661,gompit,100,7.437 +NE,168930883010661,gompit,0,0.009 +NE,168930883010661,gompit,5,0.028 +NE,168930883010661,gompit,10,0.062 +NE,168930883010661,gompit,15,0.115 +NE,168930883010661,gompit,20,0.194 +NE,168930883010661,gompit,25,0.29 +NE,168930883010661,gompit,30,0.399 +NE,168930883010661,gompit,35,0.52 +NE,168930883010661,gompit,40,0.655 +NE,168930883010661,gompit,45,0.798 +NE,168930883010661,gompit,50,0.947 +NE,168930883010661,gompit,55,1.1 +NE,168930883010661,gompit,60,1.248 +NE,168930883010661,gompit,65,1.393 +NE,168930883010661,gompit,70,1.54 +NE,168930883010661,gompit,75,1.686 +NE,168930883010661,gompit,80,1.826 +NE,168930883010661,gompit,85,1.957 +NE,168930883010661,gompit,90,2.083 +NE,168930883010661,gompit,95,2.204 +NE,168930883010661,gompit,100,2.322 +NE,373850927489998,gompit,0,0.0 +NE,373850923489998,gompit,0,0.149 +NE,373850923489998,gompit,5,0.266 +NE,373850923489998,gompit,10,0.42 +NE,373850923489998,gompit,15,0.611 +NE,373850923489998,gompit,20,0.834 +NE,373850923489998,gompit,25,1.093 +NE,373850923489998,gompit,30,1.369 +NE,373850923489998,gompit,35,1.673 +NE,373850923489998,gompit,40,1.997 +NE,373850923489998,gompit,45,2.336 +NE,373850923489998,gompit,50,2.671 +NE,373850923489998,gompit,55,3.006 +NE,373850923489998,gompit,60,3.36 +NE,373850923489998,gompit,65,3.712 +NE,373850923489998,gompit,70,4.069 +NE,373850923489998,gompit,75,4.416 +NE,373850923489998,gompit,80,4.733 +NE,373850923489998,gompit,85,5.04 +NE,373850923489998,gompit,90,5.332 +NE,373850923489998,gompit,95,5.622 +NE,373850923489998,gompit,100,5.883 +NE,373850943489998,gompit,0,0.014 +NE,373850943489998,gompit,5,0.06 +NE,373850943489998,gompit,10,0.143 +NE,373850943489998,gompit,15,0.273 +NE,373850943489998,gompit,20,0.454 +NE,373850943489998,gompit,25,0.692 +NE,373850943489998,gompit,30,0.967 +NE,373850943489998,gompit,35,1.259 +NE,373850943489998,gompit,40,1.587 +NE,373850943489998,gompit,45,1.932 +NE,373850943489998,gompit,50,2.289 +NE,373850943489998,gompit,55,2.664 +NE,373850943489998,gompit,60,3.043 +NE,373850943489998,gompit,65,3.425 +NE,373850943489998,gompit,70,3.816 +NE,373850943489998,gompit,75,4.206 +NE,373850943489998,gompit,80,4.567 +NE,373850943489998,gompit,85,4.926 +NE,373850943489998,gompit,90,5.283 +NE,373850943489998,gompit,95,5.625 +NE,373850943489998,gompit,100,5.94 +NE,373850890489998,gompit,0,0.021 +NE,373850890489998,gompit,5,0.067 +NE,373850890489998,gompit,10,0.139 +NE,373850890489998,gompit,15,0.233 +NE,373850890489998,gompit,20,0.346 +NE,373850890489998,gompit,25,0.467 +NE,373850890489998,gompit,30,0.597 +NE,373850890489998,gompit,35,0.737 +NE,373850890489998,gompit,40,0.896 +NE,373850890489998,gompit,45,1.054 +NE,373850890489998,gompit,50,1.232 +NE,373850890489998,gompit,55,1.415 +NE,373850890489998,gompit,60,1.611 +NE,373850890489998,gompit,65,1.791 +NE,373850890489998,gompit,70,1.976 +NE,373850890489998,gompit,75,2.167 +NE,373850890489998,gompit,80,2.365 +NE,373850890489998,gompit,85,2.546 +NE,373850890489998,gompit,90,2.73 +NE,373850890489998,gompit,95,2.912 +NE,373850890489998,gompit,100,3.09 +NE,373850913489998,gompit,0,1.241 +NE,373850913489998,gompit,5,2.424 +NE,373850913489998,gompit,10,4.154 +NE,373850913489998,gompit,15,6.123 +NE,373850913489998,gompit,20,8.27 +NE,373850913489998,gompit,25,10.367 +NE,373850913489998,gompit,30,12.383 +NE,373850913489998,gompit,35,14.32 +NE,373850913489998,gompit,40,16.086 +NE,373850913489998,gompit,45,17.759 +NE,373850913489998,gompit,50,19.28 +NE,373850913489998,gompit,55,20.652 +NE,373850913489998,gompit,60,21.866 +NE,373850913489998,gompit,65,22.975 +NE,373850913489998,gompit,70,23.951 +NE,373850913489998,gompit,75,24.809 +NE,373850913489998,gompit,80,25.539 +NE,373850913489998,gompit,85,26.17 +NE,373850913489998,gompit,90,26.7 +NE,373850913489998,gompit,95,27.132 +NE,373850913489998,gompit,100,27.488 +NE,373850931489998,gompit,0,0.121 +NE,373850931489998,gompit,5,0.333 +NE,373850931489998,gompit,10,0.649 +NE,373850931489998,gompit,15,1.198 +NE,373850931489998,gompit,20,1.838 +NE,373850931489998,gompit,25,2.524 +NE,373850931489998,gompit,30,3.224 +NE,373850931489998,gompit,35,3.925 +NE,373850931489998,gompit,40,4.61 +NE,373850931489998,gompit,45,5.259 +NE,373850931489998,gompit,50,5.875 +NE,373850931489998,gompit,55,6.45 +NE,373850931489998,gompit,60,6.994 +NE,373850931489998,gompit,65,7.496 +NE,373850931489998,gompit,70,7.961 +NE,373850931489998,gompit,75,8.387 +NE,373850931489998,gompit,80,8.773 +NE,373850931489998,gompit,85,9.12 +NE,373850931489998,gompit,90,9.434 +NE,373850931489998,gompit,95,9.715 +NE,373850931489998,gompit,100,9.962 +NE,373850933489998,gompit,0,0.0 +NE,373850918489998,gompit,0,0.276 +NE,373850918489998,gompit,5,0.438 +NE,373850918489998,gompit,10,0.655 +NE,373850918489998,gompit,15,0.952 +NE,373850918489998,gompit,20,1.291 +NE,373850918489998,gompit,25,1.639 +NE,373850918489998,gompit,30,1.957 +NE,373850918489998,gompit,35,2.254 +NE,373850918489998,gompit,40,2.513 +NE,373850918489998,gompit,45,2.739 +NE,373850918489998,gompit,50,2.923 +NE,373850918489998,gompit,55,3.078 +NE,373850918489998,gompit,60,3.198 +NE,373850918489998,gompit,65,3.285 +NE,373850918489998,gompit,70,3.349 +NE,373850918489998,gompit,75,3.395 +NE,373850918489998,gompit,80,3.424 +NE,373850918489998,gompit,85,3.431 +NE,373850918489998,gompit,90,3.424 +NE,373850918489998,gompit,95,3.413 +NE,373850918489998,gompit,100,3.391 +NE,373850914489998,gompit,0,0.193 +NE,373850914489998,gompit,5,0.529 +NE,373850914489998,gompit,10,1.104 +NE,373850914489998,gompit,15,1.928 +NE,373850914489998,gompit,20,3.053 +NE,373850914489998,gompit,25,4.339 +NE,373850914489998,gompit,30,5.745 +NE,373850914489998,gompit,35,7.178 +NE,373850914489998,gompit,40,8.621 +NE,373850914489998,gompit,45,10.045 +NE,373850914489998,gompit,50,11.428 +NE,373850914489998,gompit,55,12.795 +NE,373850914489998,gompit,60,14.125 +NE,373850914489998,gompit,65,15.4 +NE,373850914489998,gompit,70,16.608 +NE,373850914489998,gompit,75,17.774 +NE,373850914489998,gompit,80,18.893 +NE,373850914489998,gompit,85,19.986 +NE,373850914489998,gompit,90,20.992 +NE,373850914489998,gompit,95,21.92 +NE,373850914489998,gompit,100,22.812 +NE,373850932489998,gompit,0,0.168 +NE,373850932489998,gompit,5,0.312 +NE,373850932489998,gompit,10,0.514 +NE,373850932489998,gompit,15,0.778 +NE,373850932489998,gompit,20,1.087 +NE,373850932489998,gompit,25,1.45 +NE,373850932489998,gompit,30,1.827 +NE,373850932489998,gompit,35,2.217 +NE,373850932489998,gompit,40,2.623 +NE,373850932489998,gompit,45,3.064 +NE,373850932489998,gompit,50,3.49 +NE,373850932489998,gompit,55,3.918 +NE,373850932489998,gompit,60,4.34 +NE,373850932489998,gompit,65,4.776 +NE,373850932489998,gompit,70,5.221 +NE,373850932489998,gompit,75,5.642 +NE,373850932489998,gompit,80,6.042 +NE,373850932489998,gompit,85,6.42 +NE,373850932489998,gompit,90,6.801 +NE,373850932489998,gompit,95,7.186 +NE,373850932489998,gompit,100,7.525 +NE,373850935489998,gompit,0,0.0 +NE,373850921489998,gompit,0,0.421 +NE,373850921489998,gompit,5,0.755 +NE,373850921489998,gompit,10,1.189 +NE,373850921489998,gompit,15,1.7 +NE,373850921489998,gompit,20,2.266 +NE,373850921489998,gompit,25,2.865 +NE,373850921489998,gompit,30,3.481 +NE,373850921489998,gompit,35,4.1 +NE,373850921489998,gompit,40,4.724 +NE,373850921489998,gompit,45,5.338 +NE,373850921489998,gompit,50,5.941 +NE,373850921489998,gompit,55,6.537 +NE,373850921489998,gompit,60,7.135 +NE,373850921489998,gompit,65,7.705 +NE,373850921489998,gompit,70,8.261 +NE,373850921489998,gompit,75,8.795 +NE,373850921489998,gompit,80,9.293 +NE,373850921489998,gompit,85,9.754 +NE,373850921489998,gompit,90,10.184 +NE,373850921489998,gompit,95,10.58 +NE,373850921489998,gompit,100,10.947 +NE,373850915489998,gompit,0,0.045 +NE,373850915489998,gompit,5,0.089 +NE,373850915489998,gompit,10,0.158 +NE,373850915489998,gompit,15,0.246 +NE,373850915489998,gompit,20,0.355 +NE,373850915489998,gompit,25,0.481 +NE,373850915489998,gompit,30,0.625 +NE,373850915489998,gompit,35,0.777 +NE,373850915489998,gompit,40,0.943 +NE,373850915489998,gompit,45,1.102 +NE,373850915489998,gompit,50,1.276 +NE,373850915489998,gompit,55,1.455 +NE,373850915489998,gompit,60,1.646 +NE,373850915489998,gompit,65,1.823 +NE,373850915489998,gompit,70,2.005 +NE,373850915489998,gompit,75,2.189 +NE,373850915489998,gompit,80,2.355 +NE,373850915489998,gompit,85,2.52 +NE,373850915489998,gompit,90,2.685 +NE,373850915489998,gompit,95,2.84 +NE,373850915489998,gompit,100,2.985 +NE,373850926489998,gompit,0,0.0 +NE,373850894489998,gompit,0,0.0 +NE,373850904489998,gompit,0,0.0 +NE,373850946489998,gompit,0,0.661 +NE,373850946489998,gompit,5,1.038 +NE,373850946489998,gompit,10,1.525 +NE,373850946489998,gompit,15,2.087 +NE,373850946489998,gompit,20,2.7 +NE,373850946489998,gompit,25,3.349 +NE,373850946489998,gompit,30,4.023 +NE,373850946489998,gompit,35,4.733 +NE,373850946489998,gompit,40,5.452 +NE,373850946489998,gompit,45,6.19 +NE,373850946489998,gompit,50,6.916 +NE,373850946489998,gompit,55,7.65 +NE,373850946489998,gompit,60,8.341 +NE,373850946489998,gompit,65,9.078 +NE,373850946489998,gompit,70,9.79 +NE,373850946489998,gompit,75,10.471 +NE,373850946489998,gompit,80,11.18 +NE,373850946489998,gompit,85,11.813 +NE,373850946489998,gompit,90,12.416 +NE,373850946489998,gompit,95,13.021 +NE,373850946489998,gompit,100,13.587 +NE,373850898489998,gompit,0,0.0 +NE,62286783010538,gompit,0,0.606 +NE,62286783010538,gompit,5,0.954 +NE,62286783010538,gompit,10,1.39 +NE,62286783010538,gompit,15,1.909 +NE,62286783010538,gompit,20,2.463 +NE,62286783010538,gompit,25,3.031 +NE,62286783010538,gompit,30,3.599 +NE,62286783010538,gompit,35,4.177 +NE,62286783010538,gompit,40,4.755 +NE,62286783010538,gompit,45,5.307 +NE,62286783010538,gompit,50,5.856 +NE,62286783010538,gompit,55,6.414 +NE,62286783010538,gompit,60,6.949 +NE,62286783010538,gompit,65,7.485 +NE,62286783010538,gompit,70,8.01 +NE,62286783010538,gompit,75,8.519 +NE,62286783010538,gompit,80,8.988 +NE,62286783010538,gompit,85,9.457 +NE,62286783010538,gompit,90,9.913 +NE,62286783010538,gompit,95,10.369 +NE,62286783010538,gompit,100,10.816 +NE,62286846010538,gompit,0,0.0 +NE,62286924010538,gompit,0,0.045 +NE,62286924010538,gompit,5,0.089 +NE,62286924010538,gompit,10,0.152 +NE,62286924010538,gompit,15,0.24 +NE,62286924010538,gompit,20,0.341 +NE,62286924010538,gompit,25,0.449 +NE,62286924010538,gompit,30,0.567 +NE,62286924010538,gompit,35,0.68 +NE,62286924010538,gompit,40,0.803 +NE,62286924010538,gompit,45,0.929 +NE,62286924010538,gompit,50,1.063 +NE,62286924010538,gompit,55,1.186 +NE,62286924010538,gompit,60,1.312 +NE,62286924010538,gompit,65,1.441 +NE,62286924010538,gompit,70,1.557 +NE,62286924010538,gompit,75,1.674 +NE,62286924010538,gompit,80,1.792 +NE,62286924010538,gompit,85,1.905 +NE,62286924010538,gompit,90,2.011 +NE,62286924010538,gompit,95,2.109 +NE,62286924010538,gompit,100,2.214 +NE,62286633010538,gompit,0,22.781 +NE,62286633010538,gompit,5,41.862 +NE,62286633010538,gompit,10,65.603 +NE,62286633010538,gompit,15,90.482 +NE,62286633010538,gompit,20,115.198 +NE,62286633010538,gompit,25,139.349 +NE,62286633010538,gompit,30,156.088 +NE,62286633010538,gompit,35,163.779 +NE,62286633010538,gompit,40,170.146 +NE,62286633010538,gompit,45,176.33 +NE,62286633010538,gompit,50,182.339 +NE,62286633010538,gompit,55,188.283 +NE,62286633010538,gompit,60,194.17 +NE,62286633010538,gompit,65,200.033 +NE,62286633010538,gompit,70,205.607 +NE,62286633010538,gompit,75,211.044 +NE,62286633010538,gompit,80,216.141 +NE,62286633010538,gompit,85,221.069 +NE,62286633010538,gompit,90,225.719 +NE,62286633010538,gompit,95,230.362 +NE,62286633010538,gompit,100,234.745 +NE,62287009010538,gompit,0,1.703 +NE,62287009010538,gompit,5,5.944 +NE,62287009010538,gompit,10,13.935 +NE,62287009010538,gompit,15,24.752 +NE,62287009010538,gompit,20,37.901 +NE,62287009010538,gompit,25,51.961 +NE,62287009010538,gompit,30,64.934 +NE,62287009010538,gompit,35,76.36 +NE,62287009010538,gompit,40,86.548 +NE,62287009010538,gompit,45,95.928 +NE,62287009010538,gompit,50,104.096 +NE,62287009010538,gompit,55,111.153 +NE,62287009010538,gompit,60,117.31 +NE,62287009010538,gompit,65,122.292 +NE,62287009010538,gompit,70,126.443 +NE,62287009010538,gompit,75,129.449 +NE,62287009010538,gompit,80,131.772 +NE,62287009010538,gompit,85,133.492 +NE,62287009010538,gompit,90,134.543 +NE,62287009010538,gompit,95,134.886 +NE,62287009010538,gompit,100,134.991 +NE,62287100010538,gompit,0,24.126 +NE,62287100010538,gompit,5,41.615 +NE,62287100010538,gompit,10,61.654 +NE,62287100010538,gompit,15,76.137 +NE,62287100010538,gompit,20,82.356 +NE,62287100010538,gompit,25,88.427 +NE,62287100010538,gompit,30,94.612 +NE,62287100010538,gompit,35,100.722 +NE,62287100010538,gompit,40,106.764 +NE,62287100010538,gompit,45,112.618 +NE,62287100010538,gompit,50,118.283 +NE,62287100010538,gompit,55,123.723 +NE,62287100010538,gompit,60,128.95 +NE,62287100010538,gompit,65,134.082 +NE,62287100010538,gompit,70,139.032 +NE,62287100010538,gompit,75,144.14 +NE,62287100010538,gompit,80,148.958 +NE,62287100010538,gompit,85,153.361 +NE,62287100010538,gompit,90,156.996 +NE,62287100010538,gompit,95,160.556 +NE,62287100010538,gompit,100,163.525 +NE,62287405010538,gompit,0,0.814 +NE,62287405010538,gompit,5,1.611 +NE,62287405010538,gompit,10,2.704 +NE,62287405010538,gompit,15,4.062 +NE,62287405010538,gompit,20,5.604 +NE,62287405010538,gompit,25,7.265 +NE,62287405010538,gompit,30,8.934 +NE,62287405010538,gompit,35,10.623 +NE,62287405010538,gompit,40,12.305 +NE,62287405010538,gompit,45,14.023 +NE,62287405010538,gompit,50,15.638 +NE,62287405010538,gompit,55,17.175 +NE,62287405010538,gompit,60,18.686 +NE,62287405010538,gompit,65,20.115 +NE,62287405010538,gompit,70,21.453 +NE,62287405010538,gompit,75,22.719 +NE,62287405010538,gompit,80,23.859 +NE,62287405010538,gompit,85,24.922 +NE,62287405010538,gompit,90,25.955 +NE,62287405010538,gompit,95,26.885 +NE,62287405010538,gompit,100,27.728 +NE,62287194010538,gompit,0,12.904 +NE,62287194010538,gompit,5,20.776 +NE,62287194010538,gompit,10,30.361 +NE,62287194010538,gompit,15,41.202 +NE,62287194010538,gompit,20,52.219 +NE,62287194010538,gompit,25,63.496 +NE,62287194010538,gompit,30,74.717 +NE,62287194010538,gompit,35,86.091 +NE,62287194010538,gompit,40,97.56 +NE,62287194010538,gompit,45,108.55 +NE,62287194010538,gompit,50,117.474 +NE,62287194010538,gompit,55,122.182 +NE,62287194010538,gompit,60,126.573 +NE,62287194010538,gompit,65,130.704 +NE,62287194010538,gompit,70,134.784 +NE,62287194010538,gompit,75,138.65 +NE,62287194010538,gompit,80,142.478 +NE,62287194010538,gompit,85,146.163 +NE,62287194010538,gompit,90,149.769 +NE,62287194010538,gompit,95,153.211 +NE,62287194010538,gompit,100,156.568 +NE,62287571010538,gompit,0,0.462 +NE,62287571010538,gompit,5,0.982 +NE,62287571010538,gompit,10,1.757 +NE,62287571010538,gompit,15,2.857 +NE,62287571010538,gompit,20,4.208 +NE,62287571010538,gompit,25,5.707 +NE,62287571010538,gompit,30,7.312 +NE,62287571010538,gompit,35,8.979 +NE,62287571010538,gompit,40,10.664 +NE,62287571010538,gompit,45,12.345 +NE,62287571010538,gompit,50,13.984 +NE,62287571010538,gompit,55,15.575 +NE,62287571010538,gompit,60,17.084 +NE,62287571010538,gompit,65,18.543 +NE,62287571010538,gompit,70,19.92 +NE,62287571010538,gompit,75,21.205 +NE,62287571010538,gompit,80,22.435 +NE,62287571010538,gompit,85,23.601 +NE,62287571010538,gompit,90,24.669 +NE,62287571010538,gompit,95,25.655 +NE,62287571010538,gompit,100,26.563 +NE,62287300010538,gompit,0,0.573 +NE,62287300010538,gompit,5,1.058 +NE,62287300010538,gompit,10,1.736 +NE,62287300010538,gompit,15,2.532 +NE,62287300010538,gompit,20,3.379 +NE,62287300010538,gompit,25,4.196 +NE,62287300010538,gompit,30,4.903 +NE,62287300010538,gompit,35,5.51 +NE,62287300010538,gompit,40,6.039 +NE,62287300010538,gompit,45,6.486 +NE,62287300010538,gompit,50,6.848 +NE,62287300010538,gompit,55,7.151 +NE,62287300010538,gompit,60,7.4 +NE,62287300010538,gompit,65,7.603 +NE,62287300010538,gompit,70,7.748 +NE,62287300010538,gompit,75,7.844 +NE,62287300010538,gompit,80,7.884 +NE,62287300010538,gompit,85,7.895 +NE,62287300010538,gompit,90,7.877 +NE,62287300010538,gompit,95,7.844 +NE,62287300010538,gompit,100,7.792 +NE,62288607010538,gompit,0,0.0 +NE,62288051010538,gompit,0,27.522 +NE,62288051010538,gompit,5,38.549 +NE,62288051010538,gompit,10,50.694 +NE,62288051010538,gompit,15,63.903 +NE,62288051010538,gompit,20,78.494 +NE,62288051010538,gompit,25,94.094 +NE,62288051010538,gompit,30,110.517 +NE,62288051010538,gompit,35,127.564 +NE,62288051010538,gompit,40,144.261 +NE,62288051010538,gompit,45,161.572 +NE,62288051010538,gompit,50,171.396 +NE,62288051010538,gompit,55,178.003 +NE,62288051010538,gompit,60,183.865 +NE,62288051010538,gompit,65,189.502 +NE,62288051010538,gompit,70,195.179 +NE,62288051010538,gompit,75,200.662 +NE,62288051010538,gompit,80,205.493 +NE,62288051010538,gompit,85,210.219 +NE,62288051010538,gompit,90,214.847 +NE,62288051010538,gompit,95,219.486 +NE,62288051010538,gompit,100,223.69 +NE,62288503010538,gompit,0,0.121 +NE,62288503010538,gompit,5,0.279 +NE,62288503010538,gompit,10,0.521 +NE,62288503010538,gompit,15,0.887 +NE,62288503010538,gompit,20,1.27 +NE,62288503010538,gompit,25,1.653 +NE,62288503010538,gompit,30,2.025 +NE,62288503010538,gompit,35,2.363 +NE,62288503010538,gompit,40,2.671 +NE,62288503010538,gompit,45,2.949 +NE,62288503010538,gompit,50,3.184 +NE,62288503010538,gompit,55,3.402 +NE,62288503010538,gompit,60,3.58 +NE,62288503010538,gompit,65,3.738 +NE,62288503010538,gompit,70,3.877 +NE,62288503010538,gompit,75,3.99 +NE,62288503010538,gompit,80,4.078 +NE,62288503010538,gompit,85,4.143 +NE,62288503010538,gompit,90,4.188 +NE,62288503010538,gompit,95,4.212 +NE,62288503010538,gompit,100,4.221 +NE,62288386010538,gompit,0,0.0 +NE,62287954010538,gompit,0,3.522 +NE,62287954010538,gompit,5,15.78 +NE,62287954010538,gompit,10,41.247 +NE,62287954010538,gompit,15,78.237 +NE,62287954010538,gompit,20,114.067 +NE,62287954010538,gompit,25,154.003 +NE,62287954010538,gompit,30,168.152 +NE,62287954010538,gompit,35,176.566 +NE,62287954010538,gompit,40,183.913 +NE,62287954010538,gompit,45,190.472 +NE,62287954010538,gompit,50,196.192 +NE,62287954010538,gompit,55,201.317 +NE,62287954010538,gompit,60,205.87 +NE,62287954010538,gompit,65,209.922 +NE,62287954010538,gompit,70,213.524 +NE,62287954010538,gompit,75,216.739 +NE,62287954010538,gompit,80,219.61 +NE,62287954010538,gompit,85,222.152 +NE,62287954010538,gompit,90,224.455 +NE,62287954010538,gompit,95,226.585 +NE,62287954010538,gompit,100,228.47 +NE,62288671010538,gompit,0,12.957 +NE,62288671010538,gompit,5,21.806 +NE,62288671010538,gompit,10,31.728 +NE,62288671010538,gompit,15,41.917 +NE,62288671010538,gompit,20,52.681 +NE,62288671010538,gompit,25,63.936 +NE,62288671010538,gompit,30,75.824 +NE,62288671010538,gompit,35,87.884 +NE,62288671010538,gompit,40,100.32 +NE,62288671010538,gompit,45,113.328 +NE,62288671010538,gompit,50,126.251 +NE,62288671010538,gompit,55,140.372 +NE,62288671010538,gompit,60,154.022 +NE,62288671010538,gompit,65,167.387 +NE,62288671010538,gompit,70,180.884 +NE,62288671010538,gompit,75,193.886 +NE,62288671010538,gompit,80,206.933 +NE,62288671010538,gompit,85,219.046 +NE,62288671010538,gompit,90,230.989 +NE,62288671010538,gompit,95,238.867 +NE,62288671010538,gompit,100,243.153 +NE,62288138010538,gompit,0,73.295 +NE,62288138010538,gompit,5,104.07 +NE,62288138010538,gompit,10,137.008 +NE,62288138010538,gompit,15,158.831 +NE,62288138010538,gompit,20,170.57 +NE,62288138010538,gompit,25,181.431 +NE,62288138010538,gompit,30,191.212 +NE,62288138010538,gompit,35,200.489 +NE,62288138010538,gompit,40,209.21 +NE,62288138010538,gompit,45,217.344 +NE,62288138010538,gompit,50,225.051 +NE,62288138010538,gompit,55,232.346 +NE,62288138010538,gompit,60,239.084 +NE,62288138010538,gompit,65,245.688 +NE,62288138010538,gompit,70,251.923 +NE,62288138010538,gompit,75,257.778 +NE,62288138010538,gompit,80,262.923 +NE,62288138010538,gompit,85,267.245 +NE,62288138010538,gompit,90,270.367 +NE,62288138010538,gompit,95,272.715 +NE,62288138010538,gompit,100,274.496 +NE,62288265010538,gompit,0,12.036 +NE,62288265010538,gompit,5,20.967 +NE,62288265010538,gompit,10,31.859 +NE,62288265010538,gompit,15,44.132 +NE,62288265010538,gompit,20,56.399 +NE,62288265010538,gompit,25,68.89 +NE,62288265010538,gompit,30,81.367 +NE,62288265010538,gompit,35,93.847 +NE,62288265010538,gompit,40,105.362 +NE,62288265010538,gompit,45,111.213 +NE,62288265010538,gompit,50,115.343 +NE,62288265010538,gompit,55,119.359 +NE,62288265010538,gompit,60,123.064 +NE,62288265010538,gompit,65,126.642 +NE,62288265010538,gompit,70,130.172 +NE,62288265010538,gompit,75,133.569 +NE,62288265010538,gompit,80,136.74 +NE,62288265010538,gompit,85,139.802 +NE,62288265010538,gompit,90,142.823 +NE,62288265010538,gompit,95,146.352 +NE,62288265010538,gompit,100,148.991 +NE,62288422010538,gompit,0,0.136 +NE,62288422010538,gompit,5,0.297 +NE,62288422010538,gompit,10,0.576 +NE,62288422010538,gompit,15,0.976 +NE,62288422010538,gompit,20,1.495 +NE,62288422010538,gompit,25,2.136 +NE,62288422010538,gompit,30,2.865 +NE,62288422010538,gompit,35,3.662 +NE,62288422010538,gompit,40,4.525 +NE,62288422010538,gompit,45,5.467 +NE,62288422010538,gompit,50,6.446 +NE,62288422010538,gompit,55,7.417 +NE,62288422010538,gompit,60,8.409 +NE,62288422010538,gompit,65,9.391 +NE,62288422010538,gompit,70,10.352 +NE,62288422010538,gompit,75,11.31 +NE,62288422010538,gompit,80,12.213 +NE,62288422010538,gompit,85,13.115 +NE,62288422010538,gompit,90,13.999 +NE,62288422010538,gompit,95,14.845 +NE,62288422010538,gompit,100,15.634 +NE,62287688010538,gompit,0,8.558 +NE,62287688010538,gompit,5,17.425 +NE,62287688010538,gompit,10,28.258 +NE,62287688010538,gompit,15,40.671 +NE,62287688010538,gompit,20,53.331 +NE,62287688010538,gompit,25,65.313 +NE,62287688010538,gompit,30,76.944 +NE,62287688010538,gompit,35,88.363 +NE,62287688010538,gompit,40,99.443 +NE,62287688010538,gompit,45,106.854 +NE,62287688010538,gompit,50,111.298 +NE,62287688010538,gompit,55,115.598 +NE,62287688010538,gompit,60,119.622 +NE,62287688010538,gompit,65,123.428 +NE,62287688010538,gompit,70,127.035 +NE,62287688010538,gompit,75,130.457 +NE,62287688010538,gompit,80,133.778 +NE,62287688010538,gompit,85,136.952 +NE,62287688010538,gompit,90,139.889 +NE,62287688010538,gompit,95,142.738 +NE,62287688010538,gompit,100,146.25 +NE,62287775010538,gompit,0,6.777 +NE,62287775010538,gompit,5,17.974 +NE,62287775010538,gompit,10,35.227 +NE,62287775010538,gompit,15,56.694 +NE,62287775010538,gompit,20,80.566 +NE,62287775010538,gompit,25,104.079 +NE,62287775010538,gompit,30,110.316 +NE,62287775010538,gompit,35,115.538 +NE,62287775010538,gompit,40,120.882 +NE,62287775010538,gompit,45,126.348 +NE,62287775010538,gompit,50,131.72 +NE,62287775010538,gompit,55,136.99 +NE,62287775010538,gompit,60,142.375 +NE,62287775010538,gompit,65,147.213 +NE,62287775010538,gompit,70,151.994 +NE,62287775010538,gompit,75,156.645 +NE,62287775010538,gompit,80,161.346 +NE,62287775010538,gompit,85,165.826 +NE,62287775010538,gompit,90,170.106 +NE,62287775010538,gompit,95,174.314 +NE,62287775010538,gompit,100,178.234 +NE,62287875010538,gompit,0,4.92 +NE,62287875010538,gompit,5,12.1 +NE,62287875010538,gompit,10,21.599 +NE,62287875010538,gompit,15,31.304 +NE,62287875010538,gompit,20,41.135 +NE,62287875010538,gompit,25,51.135 +NE,62287875010538,gompit,30,60.851 +NE,62287875010538,gompit,35,69.37 +NE,62287875010538,gompit,40,77.244 +NE,62287875010538,gompit,45,84.224 +NE,62287875010538,gompit,50,89.977 +NE,62287875010538,gompit,55,94.856 +NE,62287875010538,gompit,60,98.856 +NE,62287875010538,gompit,65,101.839 +NE,62287875010538,gompit,70,104.535 +NE,62287875010538,gompit,75,106.266 +NE,62287875010538,gompit,80,107.175 +NE,62287875010538,gompit,85,107.635 +NE,62287875010538,gompit,90,107.408 +NE,62287875010538,gompit,95,106.859 +NE,62287875010538,gompit,100,105.694 +NE,62289219010538,gompit,0,0.148 +NE,62289219010538,gompit,5,0.363 +NE,62289219010538,gompit,10,0.69 +NE,62289219010538,gompit,15,1.129 +NE,62289219010538,gompit,20,1.671 +NE,62289219010538,gompit,25,2.298 +NE,62289219010538,gompit,30,2.965 +NE,62289219010538,gompit,35,3.677 +NE,62289219010538,gompit,40,4.421 +NE,62289219010538,gompit,45,5.162 +NE,62289219010538,gompit,50,5.88 +NE,62289219010538,gompit,55,6.579 +NE,62289219010538,gompit,60,7.253 +NE,62289219010538,gompit,65,7.905 +NE,62289219010538,gompit,70,8.513 +NE,62289219010538,gompit,75,9.082 +NE,62289219010538,gompit,80,9.638 +NE,62289219010538,gompit,85,10.153 +NE,62289219010538,gompit,90,10.63 +NE,62289219010538,gompit,95,11.067 +NE,62289219010538,gompit,100,11.462 +NE,62289284010538,gompit,0,0.859 +NE,62289284010538,gompit,5,1.458 +NE,62289284010538,gompit,10,2.222 +NE,62289284010538,gompit,15,3.086 +NE,62289284010538,gompit,20,4.013 +NE,62289284010538,gompit,25,4.976 +NE,62289284010538,gompit,30,5.966 +NE,62289284010538,gompit,35,6.946 +NE,62289284010538,gompit,40,7.941 +NE,62289284010538,gompit,45,8.96 +NE,62289284010538,gompit,50,9.964 +NE,62289284010538,gompit,55,10.94 +NE,62289284010538,gompit,60,11.9 +NE,62289284010538,gompit,65,12.821 +NE,62289284010538,gompit,70,13.733 +NE,62289284010538,gompit,75,14.618 +NE,62289284010538,gompit,80,15.464 +NE,62289284010538,gompit,85,16.233 +NE,62289284010538,gompit,90,16.978 +NE,62289284010538,gompit,95,17.674 +NE,62289284010538,gompit,100,18.362 +NE,62288857010538,gompit,0,46.331 +NE,62288857010538,gompit,5,67.985 +NE,62288857010538,gompit,10,94.379 +NE,62288857010538,gompit,15,114.765 +NE,62288857010538,gompit,20,122.353 +NE,62288857010538,gompit,25,129.214 +NE,62288857010538,gompit,30,135.533 +NE,62288857010538,gompit,35,141.591 +NE,62288857010538,gompit,40,147.368 +NE,62288857010538,gompit,45,152.715 +NE,62288857010538,gompit,50,157.989 +NE,62288857010538,gompit,55,162.762 +NE,62288857010538,gompit,60,167.303 +NE,62288857010538,gompit,65,171.675 +NE,62288857010538,gompit,70,175.742 +NE,62288857010538,gompit,75,179.76 +NE,62288857010538,gompit,80,183.481 +NE,62288857010538,gompit,85,186.932 +NE,62288857010538,gompit,90,190.356 +NE,62288857010538,gompit,95,193.505 +NE,62288857010538,gompit,100,196.663 +NE,62288758010538,gompit,0,23.104 +NE,62288758010538,gompit,5,33.466 +NE,62288758010538,gompit,10,44.845 +NE,62288758010538,gompit,15,56.532 +NE,62288758010538,gompit,20,68.068 +NE,62288758010538,gompit,25,79.449 +NE,62288758010538,gompit,30,91.216 +NE,62288758010538,gompit,35,102.87 +NE,62288758010538,gompit,40,113.665 +NE,62288758010538,gompit,45,118.22 +NE,62288758010538,gompit,50,122.632 +NE,62288758010538,gompit,55,126.818 +NE,62288758010538,gompit,60,130.79 +NE,62288758010538,gompit,65,134.534 +NE,62288758010538,gompit,70,138.054 +NE,62288758010538,gompit,75,141.419 +NE,62288758010538,gompit,80,144.605 +NE,62288758010538,gompit,85,147.665 +NE,62288758010538,gompit,90,150.67 +NE,62288758010538,gompit,95,154.193 +NE,62288758010538,gompit,100,156.191 +NE,168930873010661,gompit,0,0.301 +NE,168930873010661,gompit,5,0.586 +NE,168930873010661,gompit,10,0.986 +NE,168930873010661,gompit,15,1.511 +NE,168930873010661,gompit,20,2.136 +NE,168930873010661,gompit,25,2.862 +NE,168930873010661,gompit,30,3.665 +NE,168930873010661,gompit,35,4.523 +NE,168930873010661,gompit,40,5.431 +NE,168930873010661,gompit,45,6.35 +NE,168930873010661,gompit,50,7.324 +NE,168930873010661,gompit,55,8.297 +NE,168930873010661,gompit,60,9.258 +NE,168930873010661,gompit,65,10.246 +NE,168930873010661,gompit,70,11.23 +NE,168930873010661,gompit,75,12.186 +NE,168930873010661,gompit,80,13.124 +NE,168930873010661,gompit,85,14.019 +NE,168930873010661,gompit,90,14.907 +NE,168930873010661,gompit,95,15.775 +NE,168930873010661,gompit,100,16.599 +NE,168930871010661,gompit,0,0.184 +NE,168930871010661,gompit,5,0.389 +NE,168930871010661,gompit,10,0.704 +NE,168930871010661,gompit,15,1.138 +NE,168930871010661,gompit,20,1.661 +NE,168930871010661,gompit,25,2.292 +NE,168930871010661,gompit,30,2.93 +NE,168930871010661,gompit,35,3.586 +NE,168930871010661,gompit,40,4.223 +NE,168930871010661,gompit,45,4.857 +NE,168930871010661,gompit,50,5.481 +NE,168930871010661,gompit,55,6.065 +NE,168930871010661,gompit,60,6.627 +NE,168930871010661,gompit,65,7.156 +NE,168930871010661,gompit,70,7.644 +NE,168930871010661,gompit,75,8.088 +NE,168930871010661,gompit,80,8.484 +NE,168930871010661,gompit,85,8.846 +NE,168930871010661,gompit,90,9.173 +NE,168930871010661,gompit,95,9.45 +NE,168930871010661,gompit,100,9.691 +NE,168930877010661,gompit,0,0.429 +NE,168930877010661,gompit,5,0.776 +NE,168930877010661,gompit,10,1.261 +NE,168930877010661,gompit,15,1.844 +NE,168930877010661,gompit,20,2.511 +NE,168930877010661,gompit,25,3.245 +NE,168930877010661,gompit,30,4.025 +NE,168930877010661,gompit,35,4.844 +NE,168930877010661,gompit,40,5.682 +NE,168930877010661,gompit,45,6.539 +NE,168930877010661,gompit,50,7.417 +NE,168930877010661,gompit,55,8.295 +NE,168930877010661,gompit,60,9.203 +NE,168930877010661,gompit,65,10.088 +NE,168930877010661,gompit,70,10.928 +NE,168930877010661,gompit,75,11.767 +NE,168930877010661,gompit,80,12.555 +NE,168930877010661,gompit,85,13.306 +NE,168930877010661,gompit,90,14.021 +NE,168930877010661,gompit,95,14.718 +NE,168930877010661,gompit,100,15.382 +NE,168930885010661,gompit,0,0.764 +NE,168930885010661,gompit,5,1.244 +NE,168930885010661,gompit,10,1.887 +NE,168930885010661,gompit,15,2.704 +NE,168930885010661,gompit,20,3.661 +NE,168930885010661,gompit,25,4.754 +NE,168930885010661,gompit,30,5.959 +NE,168930885010661,gompit,35,7.261 +NE,168930885010661,gompit,40,8.619 +NE,168930885010661,gompit,45,10.014 +NE,168930885010661,gompit,50,11.442 +NE,168930885010661,gompit,55,12.88 +NE,168930885010661,gompit,60,14.321 +NE,168930885010661,gompit,65,15.753 +NE,168930885010661,gompit,70,17.105 +NE,168930885010661,gompit,75,18.463 +NE,168930885010661,gompit,80,19.779 +NE,168930885010661,gompit,85,21.034 +NE,168930885010661,gompit,90,22.236 +NE,168930885010661,gompit,95,23.385 +NE,168930885010661,gompit,100,24.493 +NE,168930905010661,gompit,0,0.276 +NE,168930905010661,gompit,5,0.577 +NE,168930905010661,gompit,10,1.048 +NE,168930905010661,gompit,15,1.695 +NE,168930905010661,gompit,20,2.502 +NE,168930905010661,gompit,25,3.47 +NE,168930905010661,gompit,30,4.556 +NE,168930905010661,gompit,35,5.728 +NE,168930905010661,gompit,40,6.972 +NE,168930905010661,gompit,45,8.287 +NE,168930905010661,gompit,50,9.635 +NE,168930905010661,gompit,55,10.985 +NE,168930905010661,gompit,60,12.338 +NE,168930905010661,gompit,65,13.704 +NE,168930905010661,gompit,70,15.052 +NE,168930905010661,gompit,75,16.368 +NE,168930905010661,gompit,80,17.629 +NE,168930905010661,gompit,85,18.859 +NE,168930905010661,gompit,90,20.027 +NE,168930905010661,gompit,95,21.158 +NE,168930905010661,gompit,100,22.247 +NE,168930881010661,gompit,0,0.311 +NE,168930881010661,gompit,5,0.514 +NE,168930881010661,gompit,10,0.777 +NE,168930881010661,gompit,15,1.102 +NE,168930881010661,gompit,20,1.496 +NE,168930881010661,gompit,25,1.948 +NE,168930881010661,gompit,30,2.445 +NE,168930881010661,gompit,35,2.979 +NE,168930881010661,gompit,40,3.553 +NE,168930881010661,gompit,45,4.14 +NE,168930881010661,gompit,50,4.749 +NE,168930881010661,gompit,55,5.352 +NE,168930881010661,gompit,60,5.97 +NE,168930881010661,gompit,65,6.58 +NE,168930881010661,gompit,70,7.204 +NE,168930881010661,gompit,75,7.832 +NE,168930881010661,gompit,80,8.44 +NE,168930881010661,gompit,85,9.058 +NE,168930881010661,gompit,90,9.654 +NE,168930881010661,gompit,95,10.234 +NE,168930881010661,gompit,100,10.769 +NE,168930999010661,gompit,0,1.237 +NE,168930999010661,gompit,5,2.096 +NE,168930999010661,gompit,10,3.221 +NE,168930999010661,gompit,15,4.464 +NE,168930999010661,gompit,20,5.756 +NE,168930999010661,gompit,25,7.059 +NE,168930999010661,gompit,30,8.375 +NE,168930999010661,gompit,35,9.689 +NE,168930999010661,gompit,40,10.993 +NE,168930999010661,gompit,45,12.257 +NE,168930999010661,gompit,50,13.488 +NE,168930999010661,gompit,55,14.652 +NE,168930999010661,gompit,60,15.776 +NE,168930999010661,gompit,65,16.851 +NE,168930999010661,gompit,70,17.84 +NE,168930999010661,gompit,75,18.781 +NE,168930999010661,gompit,80,19.607 +NE,168930999010661,gompit,85,20.404 +NE,168930999010661,gompit,90,21.129 +NE,168930999010661,gompit,95,21.821 +NE,168930999010661,gompit,100,22.49 +NE,168931001010661,gompit,0,0.0 +NE,168930843010661,gompit,0,0.061 +NE,168930843010661,gompit,5,0.24 +NE,168930843010661,gompit,10,0.54 +NE,168930843010661,gompit,15,0.997 +NE,168930843010661,gompit,20,1.597 +NE,168930843010661,gompit,25,2.363 +NE,168930843010661,gompit,30,3.246 +NE,168930843010661,gompit,35,4.237 +NE,168930843010661,gompit,40,5.309 +NE,168930843010661,gompit,45,6.427 +NE,168930843010661,gompit,50,7.595 +NE,168930843010661,gompit,55,8.814 +NE,168930843010661,gompit,60,10.053 +NE,168930843010661,gompit,65,11.321 +NE,168930843010661,gompit,70,12.567 +NE,168930843010661,gompit,75,13.823 +NE,168930843010661,gompit,80,15.085 +NE,168930843010661,gompit,85,16.326 +NE,168930843010661,gompit,90,17.541 +NE,168930843010661,gompit,95,18.711 +NE,168930843010661,gompit,100,19.851 +NE,168930821010661,gompit,0,0.0 +NE,168931003010661,gompit,0,0.109 +NE,168931003010661,gompit,5,0.376 +NE,168931003010661,gompit,10,0.932 +NE,168931003010661,gompit,15,1.811 +NE,168931003010661,gompit,20,3.145 +NE,168931003010661,gompit,25,4.651 +NE,168931003010661,gompit,30,6.288 +NE,168931003010661,gompit,35,7.906 +NE,168931003010661,gompit,40,9.518 +NE,168931003010661,gompit,45,11.052 +NE,168931003010661,gompit,50,12.517 +NE,168931003010661,gompit,55,13.914 +NE,168931003010661,gompit,60,15.227 +NE,168931003010661,gompit,65,16.435 +NE,168931003010661,gompit,70,17.511 +NE,168931003010661,gompit,75,18.501 +NE,168931003010661,gompit,80,19.389 +NE,168931003010661,gompit,85,20.177 +NE,168931003010661,gompit,90,20.89 +NE,168931003010661,gompit,95,21.519 +NE,168931003010661,gompit,100,22.076 +NE,168930815010661,gompit,0,0.752 +NE,168930815010661,gompit,5,1.299 +NE,168930815010661,gompit,10,2.086 +NE,168930815010661,gompit,15,3.009 +NE,168930815010661,gompit,20,4.001 +NE,168930815010661,gompit,25,5.05 +NE,168930815010661,gompit,30,6.128 +NE,168930815010661,gompit,35,7.215 +NE,168930815010661,gompit,40,8.315 +NE,168930815010661,gompit,45,9.408 +NE,168930815010661,gompit,50,10.478 +NE,168930815010661,gompit,55,11.552 +NE,168930815010661,gompit,60,12.537 +NE,168930815010661,gompit,65,13.495 +NE,168930815010661,gompit,70,14.435 +NE,168930815010661,gompit,75,15.335 +NE,168930815010661,gompit,80,16.196 +NE,168930815010661,gompit,85,17.012 +NE,168930815010661,gompit,90,17.788 +NE,168930815010661,gompit,95,18.499 +NE,168930815010661,gompit,100,19.18 +NE,168930813010661,gompit,0,0.335 +NE,168930813010661,gompit,5,0.659 +NE,168930813010661,gompit,10,1.143 +NE,168930813010661,gompit,15,1.802 +NE,168930813010661,gompit,20,2.581 +NE,168930813010661,gompit,25,3.438 +NE,168930813010661,gompit,30,4.377 +NE,168930813010661,gompit,35,5.327 +NE,168930813010661,gompit,40,6.288 +NE,168930813010661,gompit,45,7.276 +NE,168930813010661,gompit,50,8.236 +NE,168930813010661,gompit,55,9.179 +NE,168930813010661,gompit,60,10.088 +NE,168930813010661,gompit,65,10.946 +NE,168930813010661,gompit,70,11.777 +NE,168930813010661,gompit,75,12.544 +NE,168930813010661,gompit,80,13.278 +NE,168930813010661,gompit,85,13.984 +NE,168930813010661,gompit,90,14.622 +NE,168930813010661,gompit,95,15.254 +NE,168930813010661,gompit,100,15.831 +NE,168930819010661,gompit,0,0.056 +NE,168930819010661,gompit,5,0.127 +NE,168930819010661,gompit,10,0.239 +NE,168930819010661,gompit,15,0.4 +NE,168930819010661,gompit,20,0.604 +NE,168930819010661,gompit,25,0.844 +NE,168930819010661,gompit,30,1.108 +NE,168930819010661,gompit,35,1.394 +NE,168930819010661,gompit,40,1.701 +NE,168930819010661,gompit,45,2.008 +NE,168930819010661,gompit,50,2.336 +NE,168930819010661,gompit,55,2.659 +NE,168930819010661,gompit,60,3.0 +NE,168930819010661,gompit,65,3.33 +NE,168930819010661,gompit,70,3.661 +NE,168930819010661,gompit,75,3.986 +NE,168930819010661,gompit,80,4.309 +NE,168930819010661,gompit,85,4.61 +NE,168930819010661,gompit,90,4.896 +NE,168930819010661,gompit,95,5.192 +NE,168930819010661,gompit,100,5.479 +NE,168930867010661,gompit,0,0.0 +NE,168930817010661,gompit,0,0.0 +NE,168930849010661,gompit,0,0.275 +NE,168930849010661,gompit,5,0.507 +NE,168930849010661,gompit,10,0.854 +NE,168930849010661,gompit,15,1.336 +NE,168930849010661,gompit,20,1.953 +NE,168930849010661,gompit,25,2.677 +NE,168930849010661,gompit,30,3.485 +NE,168930849010661,gompit,35,4.354 +NE,168930849010661,gompit,40,5.26 +NE,168930849010661,gompit,45,6.204 +NE,168930849010661,gompit,50,7.13 +NE,168930849010661,gompit,55,8.083 +NE,168930849010661,gompit,60,9.033 +NE,168930849010661,gompit,65,9.979 +NE,168930849010661,gompit,70,10.901 +NE,168930849010661,gompit,75,11.796 +NE,168930849010661,gompit,80,12.686 +NE,168930849010661,gompit,85,13.483 +NE,168930849010661,gompit,90,14.274 +NE,168930849010661,gompit,95,15.029 +NE,168930849010661,gompit,100,15.721 +NE,168930865010661,gompit,0,0.146 +NE,168930865010661,gompit,5,0.331 +NE,168930865010661,gompit,10,0.624 +NE,168930865010661,gompit,15,1.03 +NE,168930865010661,gompit,20,1.528 +NE,168930865010661,gompit,25,2.122 +NE,168930865010661,gompit,30,2.776 +NE,168930865010661,gompit,35,3.489 +NE,168930865010661,gompit,40,4.236 +NE,168930865010661,gompit,45,4.983 +NE,168930865010661,gompit,50,5.75 +NE,168930865010661,gompit,55,6.54 +NE,168930865010661,gompit,60,7.339 +NE,168930865010661,gompit,65,8.147 +NE,168930865010661,gompit,70,8.946 +NE,168930865010661,gompit,75,9.755 +NE,168930865010661,gompit,80,10.533 +NE,168930865010661,gompit,85,11.303 +NE,168930865010661,gompit,90,12.044 +NE,168930865010661,gompit,95,12.762 +NE,168930865010661,gompit,100,13.449 +NE,168930859010661,gompit,0,0.13 +NE,168930859010661,gompit,5,0.237 +NE,168930859010661,gompit,10,0.396 +NE,168930859010661,gompit,15,0.592 +NE,168930859010661,gompit,20,0.824 +NE,168930859010661,gompit,25,1.076 +NE,168930859010661,gompit,30,1.346 +NE,168930859010661,gompit,35,1.622 +NE,168930859010661,gompit,40,1.909 +NE,168930859010661,gompit,45,2.212 +NE,168930859010661,gompit,50,2.5 +NE,168930859010661,gompit,55,2.801 +NE,168930859010661,gompit,60,3.094 +NE,168930859010661,gompit,65,3.384 +NE,168930859010661,gompit,70,3.67 +NE,168930859010661,gompit,75,3.951 +NE,168930859010661,gompit,80,4.235 +NE,168930859010661,gompit,85,4.495 +NE,168930859010661,gompit,90,4.768 +NE,168930859010661,gompit,95,5.029 +NE,168930859010661,gompit,100,5.264 +NE,168930887010661,gompit,0,0.018 +NE,168930887010661,gompit,5,0.061 +NE,168930887010661,gompit,10,0.127 +NE,168930887010661,gompit,15,0.198 +NE,168930887010661,gompit,20,0.272 +NE,168930887010661,gompit,25,0.346 +NE,168930887010661,gompit,30,0.416 +NE,168930887010661,gompit,35,0.483 +NE,168930887010661,gompit,40,0.546 +NE,168930887010661,gompit,45,0.604 +NE,168930887010661,gompit,50,0.66 +NE,168930887010661,gompit,55,0.714 +NE,168930887010661,gompit,60,0.769 +NE,168930887010661,gompit,65,0.825 +NE,168930887010661,gompit,70,0.882 +NE,168930887010661,gompit,75,0.938 +NE,168930887010661,gompit,80,0.995 +NE,168930887010661,gompit,85,1.053 +NE,168930887010661,gompit,90,1.11 +NE,168930887010661,gompit,95,1.169 +NE,168930887010661,gompit,100,1.227 +NE,168930855010661,gompit,0,0.28 +NE,168930855010661,gompit,5,0.514 +NE,168930855010661,gompit,10,0.847 +NE,168930855010661,gompit,15,1.262 +NE,168930855010661,gompit,20,1.705 +NE,168930855010661,gompit,25,2.148 +NE,168930855010661,gompit,30,2.621 +NE,168930855010661,gompit,35,3.065 +NE,168930855010661,gompit,40,3.509 +NE,168930855010661,gompit,45,3.971 +NE,168930855010661,gompit,50,4.401 +NE,168930855010661,gompit,55,4.832 +NE,168930855010661,gompit,60,5.247 +NE,168930855010661,gompit,65,5.676 +NE,168930855010661,gompit,70,6.065 +NE,168930855010661,gompit,75,6.408 +NE,168930855010661,gompit,80,6.736 +NE,168930855010661,gompit,85,7.02 +NE,168930855010661,gompit,90,7.297 +NE,168930855010661,gompit,95,7.568 +NE,168930855010661,gompit,100,7.815 +NE,168930857010661,gompit,0,0.562 +NE,168930857010661,gompit,5,0.786 +NE,168930857010661,gompit,10,1.025 +NE,168930857010661,gompit,15,1.199 +NE,168930857010661,gompit,20,1.297 +NE,168930857010661,gompit,25,1.345 +NE,168930857010661,gompit,30,1.359 +NE,168930857010661,gompit,35,1.348 +NE,168930857010661,gompit,40,1.316 +NE,168930857010661,gompit,45,1.276 +NE,168930857010661,gompit,50,1.511 +NE,168930857010661,gompit,55,1.758 +NE,168930857010661,gompit,60,2.023 +NE,168930857010661,gompit,65,2.302 +NE,168930857010661,gompit,70,2.589 +NE,168930857010661,gompit,75,2.887 +NE,168930857010661,gompit,80,3.196 +NE,168930857010661,gompit,85,3.516 +NE,168930857010661,gompit,90,3.844 +NE,168930857010661,gompit,95,4.182 +NE,168930857010661,gompit,100,4.527 +NE,373850944489998,gompit,0,0.0 +NE,373850897489998,gompit,0,0.149 +NE,373850897489998,gompit,5,0.33 +NE,373850897489998,gompit,10,0.599 +NE,373850897489998,gompit,15,0.976 +NE,373850897489998,gompit,20,1.44 +NE,373850897489998,gompit,25,1.983 +NE,373850897489998,gompit,30,2.596 +NE,373850897489998,gompit,35,3.268 +NE,373850897489998,gompit,40,3.958 +NE,373850897489998,gompit,45,4.704 +NE,373850897489998,gompit,50,5.46 +NE,373850897489998,gompit,55,6.266 +NE,373850897489998,gompit,60,7.07 +NE,373850897489998,gompit,65,7.887 +NE,373850897489998,gompit,70,8.709 +NE,373850897489998,gompit,75,9.54 +NE,373850897489998,gompit,80,10.342 +NE,373850897489998,gompit,85,11.123 +NE,373850897489998,gompit,90,11.927 +NE,373850897489998,gompit,95,12.73 +NE,373850897489998,gompit,100,13.485 +NE,373850963489998,gompit,0,0.626 +NE,373850963489998,gompit,5,1.033 +NE,373850963489998,gompit,10,1.512 +NE,373850963489998,gompit,15,2.01 +NE,373850963489998,gompit,20,2.525 +NE,373850963489998,gompit,25,3.033 +NE,373850963489998,gompit,30,3.55 +NE,373850963489998,gompit,35,4.046 +NE,373850963489998,gompit,40,4.537 +NE,373850963489998,gompit,45,5.036 +NE,373850963489998,gompit,50,5.499 +NE,373850963489998,gompit,55,5.942 +NE,373850963489998,gompit,60,6.384 +NE,373850963489998,gompit,65,6.803 +NE,373850963489998,gompit,70,7.21 +NE,373850963489998,gompit,75,7.581 +NE,373850963489998,gompit,80,7.934 +NE,373850963489998,gompit,85,8.295 +NE,373850963489998,gompit,90,8.626 +NE,373850963489998,gompit,95,8.931 +NE,373850963489998,gompit,100,9.211 +NE,373850920489998,gompit,0,0.073 +NE,373850920489998,gompit,5,0.16 +NE,373850920489998,gompit,10,0.287 +NE,373850920489998,gompit,15,0.432 +NE,373850920489998,gompit,20,0.581 +NE,373850920489998,gompit,25,0.734 +NE,373850920489998,gompit,30,0.892 +NE,373850920489998,gompit,35,1.039 +NE,373850920489998,gompit,40,1.189 +NE,373850920489998,gompit,45,1.334 +NE,373850920489998,gompit,50,1.467 +NE,373850920489998,gompit,55,1.598 +NE,373850920489998,gompit,60,1.721 +NE,373850920489998,gompit,65,1.841 +NE,373850920489998,gompit,70,1.963 +NE,373850920489998,gompit,75,2.076 +NE,373850920489998,gompit,80,2.191 +NE,373850920489998,gompit,85,2.313 +NE,373850920489998,gompit,90,2.426 +NE,373850920489998,gompit,95,2.517 +NE,373850920489998,gompit,100,2.608 +NE,373850961489998,gompit,0,1.238 +NE,373850961489998,gompit,5,1.909 +NE,373850961489998,gompit,10,2.747 +NE,373850961489998,gompit,15,3.721 +NE,373850961489998,gompit,20,4.803 +NE,373850961489998,gompit,25,5.983 +NE,373850961489998,gompit,30,7.236 +NE,373850961489998,gompit,35,8.557 +NE,373850961489998,gompit,40,9.931 +NE,373850961489998,gompit,45,11.325 +NE,373850961489998,gompit,50,12.675 +NE,373850961489998,gompit,55,14.065 +NE,373850961489998,gompit,60,15.429 +NE,373850961489998,gompit,65,16.737 +NE,373850961489998,gompit,70,18.034 +NE,373850961489998,gompit,75,19.258 +NE,373850961489998,gompit,80,20.437 +NE,373850961489998,gompit,85,21.589 +NE,373850961489998,gompit,90,22.636 +NE,373850961489998,gompit,95,23.651 +NE,373850961489998,gompit,100,24.608 +NE,373850954489998,gompit,0,0.195 +NE,373850954489998,gompit,5,0.302 +NE,373850954489998,gompit,10,0.409 +NE,373850954489998,gompit,15,0.492 +NE,373850954489998,gompit,20,0.547 +NE,373850954489998,gompit,25,0.575 +NE,373850954489998,gompit,30,0.583 +NE,373850954489998,gompit,35,0.573 +NE,373850954489998,gompit,40,0.55 +NE,373850954489998,gompit,45,0.651 +NE,373850954489998,gompit,50,0.756 +NE,373850954489998,gompit,55,0.868 +NE,373850954489998,gompit,60,0.985 +NE,373850954489998,gompit,65,1.107 +NE,373850954489998,gompit,70,1.231 +NE,373850954489998,gompit,75,1.361 +NE,373850954489998,gompit,80,1.494 +NE,373850954489998,gompit,85,1.628 +NE,373850954489998,gompit,90,1.766 +NE,373850954489998,gompit,95,1.907 +NE,373850954489998,gompit,100,2.052 +NE,373850962489998,gompit,0,0.21 +NE,373850962489998,gompit,5,0.505 +NE,373850962489998,gompit,10,0.911 +NE,373850962489998,gompit,15,1.389 +NE,373850962489998,gompit,20,1.868 +NE,373850962489998,gompit,25,2.322 +NE,373850962489998,gompit,30,2.726 +NE,373850962489998,gompit,35,3.065 +NE,373850962489998,gompit,40,3.342 +NE,373850962489998,gompit,45,3.55 +NE,373850962489998,gompit,50,3.703 +NE,373850962489998,gompit,55,3.802 +NE,373850962489998,gompit,60,3.862 +NE,373850962489998,gompit,65,3.882 +NE,373850962489998,gompit,70,3.866 +NE,373850962489998,gompit,75,3.828 +NE,373850962489998,gompit,80,3.761 +NE,373850962489998,gompit,85,3.679 +NE,373850962489998,gompit,90,3.58 +NE,373850962489998,gompit,95,3.468 +NE,373850962489998,gompit,100,3.345 +NE,373850940489998,gompit,0,0.047 +NE,373850940489998,gompit,5,0.108 +NE,373850940489998,gompit,10,0.185 +NE,373850940489998,gompit,15,0.287 +NE,373850940489998,gompit,20,0.413 +NE,373850940489998,gompit,25,0.552 +NE,373850940489998,gompit,30,0.693 +NE,373850940489998,gompit,35,0.848 +NE,373850940489998,gompit,40,1.016 +NE,373850940489998,gompit,45,1.19 +NE,373850940489998,gompit,50,1.369 +NE,373850940489998,gompit,55,1.556 +NE,373850940489998,gompit,60,1.741 +NE,373850940489998,gompit,65,1.919 +NE,373850940489998,gompit,70,2.093 +NE,373850940489998,gompit,75,2.258 +NE,373850940489998,gompit,80,2.419 +NE,373850940489998,gompit,85,2.578 +NE,373850940489998,gompit,90,2.727 +NE,373850940489998,gompit,95,2.858 +NE,373850940489998,gompit,100,2.98 +NE,373850956489998,gompit,0,0.0 +NE,373850939489998,gompit,0,0.191 +NE,373850939489998,gompit,5,0.269 +NE,373850939489998,gompit,10,0.355 +NE,373850939489998,gompit,15,0.444 +NE,373850939489998,gompit,20,0.532 +NE,373850939489998,gompit,25,0.619 +NE,373850939489998,gompit,30,0.702 +NE,373850939489998,gompit,35,0.775 +NE,373850939489998,gompit,40,0.847 +NE,373850939489998,gompit,45,0.909 +NE,373850939489998,gompit,50,0.973 +NE,373850939489998,gompit,55,1.03 +NE,373850939489998,gompit,60,1.086 +NE,373850939489998,gompit,65,1.131 +NE,373850939489998,gompit,70,1.178 +NE,373850939489998,gompit,75,1.22 +NE,373850939489998,gompit,80,1.353 +NE,373850939489998,gompit,85,1.493 +NE,373850939489998,gompit,90,1.637 +NE,373850939489998,gompit,95,1.791 +NE,373850939489998,gompit,100,1.941 +NE,373850966489998,gompit,0,0.3 +NE,373850966489998,gompit,5,0.533 +NE,373850966489998,gompit,10,0.818 +NE,373850966489998,gompit,15,1.157 +NE,373850966489998,gompit,20,1.524 +NE,373850966489998,gompit,25,1.873 +NE,373850966489998,gompit,30,2.21 +NE,373850966489998,gompit,35,2.532 +NE,373850966489998,gompit,40,2.816 +NE,373850966489998,gompit,45,3.073 +NE,373850966489998,gompit,50,3.312 +NE,373850966489998,gompit,55,3.537 +NE,373850966489998,gompit,60,3.739 +NE,373850966489998,gompit,65,3.926 +NE,373850966489998,gompit,70,4.103 +NE,373850966489998,gompit,75,4.265 +NE,373850966489998,gompit,80,4.408 +NE,373850966489998,gompit,85,4.529 +NE,373850966489998,gompit,90,4.642 +NE,373850966489998,gompit,95,4.742 +NE,373850966489998,gompit,100,4.828 +NE,373850896489998,gompit,0,0.131 +NE,373850896489998,gompit,5,0.372 +NE,373850896489998,gompit,10,0.771 +NE,373850896489998,gompit,15,1.328 +NE,373850896489998,gompit,20,2.043 +NE,373850896489998,gompit,25,2.91 +NE,373850896489998,gompit,30,3.859 +NE,373850896489998,gompit,35,4.912 +NE,373850896489998,gompit,40,5.993 +NE,373850896489998,gompit,45,7.136 +NE,373850896489998,gompit,50,8.295 +NE,373850896489998,gompit,55,9.512 +NE,373850896489998,gompit,60,10.675 +NE,373850896489998,gompit,65,11.856 +NE,373850896489998,gompit,70,13.035 +NE,373850896489998,gompit,75,14.179 +NE,373850896489998,gompit,80,15.351 +NE,373850896489998,gompit,85,16.505 +NE,373850896489998,gompit,90,17.641 +NE,373850896489998,gompit,95,18.748 +NE,373850896489998,gompit,100,19.806 diff --git a/calibration/output/gompit_fvs_csls/val_ne_native.csv b/calibration/output/gompit_fvs_csls/val_ne_native.csv new file mode 100644 index 00000000..833ef0e1 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ne_native.csv @@ -0,0 +1,3561 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +NE,55919559010538,native,0,3.541 +NE,55919559010538,native,5,8.314 +NE,55919559010538,native,10,15.857 +NE,55919559010538,native,15,26.004 +NE,55919559010538,native,20,37.891 +NE,55919559010538,native,25,48.142 +NE,55919559010538,native,30,58.762 +NE,55919559010538,native,35,69.898 +NE,55919559010538,native,40,81.723 +NE,55919559010538,native,45,94.185 +NE,55919559010538,native,50,101.595 +NE,55919559010538,native,55,108.972 +NE,55919559010538,native,60,116.39 +NE,55919559010538,native,65,123.407 +NE,55919559010538,native,70,130.114 +NE,55919559010538,native,75,136.592 +NE,55919559010538,native,80,143.113 +NE,55919559010538,native,85,147.827 +NE,55919559010538,native,90,151.593 +NE,55919559010538,native,95,155.231 +NE,55919559010538,native,100,158.713 +NE,55919742010538,native,0,17.535 +NE,55919742010538,native,5,31.934 +NE,55919742010538,native,10,46.778 +NE,55919742010538,native,15,58.186 +NE,55919742010538,native,20,64.416 +NE,55919742010538,native,25,70.28 +NE,55919742010538,native,30,76.674 +NE,55919742010538,native,35,83.536 +NE,55919742010538,native,40,90.246 +NE,55919742010538,native,45,95.855 +NE,55919742010538,native,50,103.641 +NE,55919742010538,native,55,111.524 +NE,55919742010538,native,60,119.468 +NE,55919742010538,native,65,127.219 +NE,55919742010538,native,70,134.466 +NE,55919742010538,native,75,140.097 +NE,55919742010538,native,80,144.389 +NE,55919742010538,native,85,148.164 +NE,55919742010538,native,90,151.651 +NE,55919742010538,native,95,154.76 +NE,55919742010538,native,100,157.8 +NE,55919855010538,native,0,0.0 +NE,55920545010538,native,0,23.612 +NE,55920545010538,native,5,34.552 +NE,55920545010538,native,10,43.984 +NE,55920545010538,native,15,54.608 +NE,55920545010538,native,20,62.318 +NE,55920545010538,native,25,72.926 +NE,55920545010538,native,30,80.646 +NE,55920545010538,native,35,91.047 +NE,55920545010538,native,40,98.488 +NE,55920545010538,native,45,108.645 +NE,55920545010538,native,50,115.897 +NE,55920545010538,native,55,125.789 +NE,55920545010538,native,60,134.195 +NE,55920545010538,native,65,141.993 +NE,55920545010538,native,70,148.118 +NE,55920545010538,native,75,152.595 +NE,55920545010538,native,80,156.664 +NE,55920545010538,native,85,160.352 +NE,55920545010538,native,90,163.658 +NE,55920545010538,native,95,166.641 +NE,55920545010538,native,100,169.266 +NE,55919930010538,native,0,4.501 +NE,55919930010538,native,5,15.854 +NE,55919930010538,native,10,35.122 +NE,55919930010538,native,15,54.053 +NE,55919930010538,native,20,74.336 +NE,55919930010538,native,25,85.403 +NE,55919930010538,native,30,95.782 +NE,55919930010538,native,35,105.731 +NE,55919930010538,native,40,115.126 +NE,55919930010538,native,45,119.376 +NE,55919930010538,native,50,123.785 +NE,55919930010538,native,55,127.784 +NE,55919930010538,native,60,131.181 +NE,55919930010538,native,65,134.214 +NE,55919930010538,native,70,136.865 +NE,55919930010538,native,75,139.187 +NE,55919930010538,native,80,141.149 +NE,55919930010538,native,85,142.924 +NE,55919930010538,native,90,144.516 +NE,55919930010538,native,95,145.956 +NE,55919930010538,native,100,147.241 +NE,55920299010538,native,0,132.633 +NE,55920299010538,native,5,164.543 +NE,55920299010538,native,10,183.534 +NE,55920299010538,native,15,198.777 +NE,55920299010538,native,20,212.502 +NE,55920299010538,native,25,225.751 +NE,55920299010538,native,30,243.999 +NE,55920299010538,native,35,253.638 +NE,55920299010538,native,40,272.203 +NE,55920299010538,native,45,282.888 +NE,55920299010538,native,50,301.634 +NE,55920299010538,native,55,316.343 +NE,55920299010538,native,60,329.947 +NE,55920299010538,native,65,344.157 +NE,55920299010538,native,70,356.706 +NE,55920299010538,native,75,368.222 +NE,55920299010538,native,80,379.524 +NE,55920299010538,native,85,390.765 +NE,55920299010538,native,90,401.391 +NE,55920299010538,native,95,411.867 +NE,55920299010538,native,100,422.514 +NE,55920083010538,native,0,2.063 +NE,55920083010538,native,5,7.67 +NE,55920083010538,native,10,19.919 +NE,55920083010538,native,15,34.596 +NE,55920083010538,native,20,51.068 +NE,55920083010538,native,25,68.675 +NE,55920083010538,native,30,87.378 +NE,55920083010538,native,35,99.984 +NE,55920083010538,native,40,109.512 +NE,55920083010538,native,45,117.027 +NE,55920083010538,native,50,121.536 +NE,55920083010538,native,55,125.539 +NE,55920083010538,native,60,129.231 +NE,55920083010538,native,65,132.509 +NE,55920083010538,native,70,135.403 +NE,55920083010538,native,75,137.867 +NE,55920083010538,native,80,140.142 +NE,55920083010538,native,85,142.194 +NE,55920083010538,native,90,144.021 +NE,55920083010538,native,95,145.774 +NE,55920083010538,native,100,147.372 +NE,55920445010538,native,0,0.032 +NE,55920445010538,native,5,0.099 +NE,55920445010538,native,10,0.211 +NE,55920445010538,native,15,0.38 +NE,55920445010538,native,20,0.62 +NE,55920445010538,native,25,0.932 +NE,55920445010538,native,30,1.287 +NE,55920445010538,native,35,1.717 +NE,55920445010538,native,40,2.184 +NE,55920445010538,native,45,2.681 +NE,55920445010538,native,50,3.216 +NE,55920445010538,native,55,3.749 +NE,55920445010538,native,60,4.295 +NE,55920445010538,native,65,4.883 +NE,55920445010538,native,70,5.505 +NE,55920445010538,native,75,6.141 +NE,55920445010538,native,80,6.764 +NE,55920445010538,native,85,7.411 +NE,55920445010538,native,90,8.072 +NE,55920445010538,native,95,8.773 +NE,55920445010538,native,100,9.451 +NE,55920218010538,native,0,59.667 +NE,55920218010538,native,5,74.897 +NE,55920218010538,native,10,82.621 +NE,55920218010538,native,15,89.24 +NE,55920218010538,native,20,98.05 +NE,55920218010538,native,25,104.68 +NE,55920218010538,native,30,110.922 +NE,55920218010538,native,35,117.626 +NE,55920218010538,native,40,124.501 +NE,55920218010538,native,45,131.261 +NE,55920218010538,native,50,138.272 +NE,55920218010538,native,55,145.069 +NE,55920218010538,native,60,151.764 +NE,55920218010538,native,65,158.396 +NE,55920218010538,native,70,164.958 +NE,55920218010538,native,75,169.483 +NE,55920218010538,native,80,173.634 +NE,55920218010538,native,85,177.8 +NE,55920218010538,native,90,181.916 +NE,55920218010538,native,95,185.791 +NE,55920218010538,native,100,189.527 +NE,55920724010538,native,0,21.911 +NE,55920724010538,native,5,33.383 +NE,55920724010538,native,10,41.163 +NE,55920724010538,native,15,49.393 +NE,55920724010538,native,20,58.049 +NE,55920724010538,native,25,66.771 +NE,55920724010538,native,30,75.606 +NE,55920724010538,native,35,84.475 +NE,55920724010538,native,40,93.329 +NE,55920724010538,native,45,102.112 +NE,55920724010538,native,50,110.978 +NE,55920724010538,native,55,119.578 +NE,55920724010538,native,60,128.296 +NE,55920724010538,native,65,136.812 +NE,55920724010538,native,70,145.225 +NE,55920724010538,native,75,153.738 +NE,55920724010538,native,80,159.189 +NE,55920724010538,native,85,164.494 +NE,55920724010538,native,90,169.557 +NE,55920724010538,native,95,174.432 +NE,55920724010538,native,100,179.273 +NE,55920647010538,native,0,30.783 +NE,55920647010538,native,5,49.655 +NE,55920647010538,native,10,61.982 +NE,55920647010538,native,15,70.958 +NE,55920647010538,native,20,75.817 +NE,55920647010538,native,25,82.496 +NE,55920647010538,native,30,89.715 +NE,55920647010538,native,35,97.405 +NE,55920647010538,native,40,104.868 +NE,55920647010538,native,45,112.506 +NE,55920647010538,native,50,119.225 +NE,55920647010538,native,55,125.922 +NE,55920647010538,native,60,132.861 +NE,55920647010538,native,65,140.3 +NE,55920647010538,native,70,148.227 +NE,55920647010538,native,75,156.043 +NE,55920647010538,native,80,163.496 +NE,55920647010538,native,85,168.278 +NE,55920647010538,native,90,173.113 +NE,55920647010538,native,95,177.814 +NE,55920647010538,native,100,181.921 +NE,55921606010538,native,0,0.028 +NE,55921606010538,native,5,0.067 +NE,55921606010538,native,10,0.133 +NE,55921606010538,native,15,0.236 +NE,55921606010538,native,20,0.382 +NE,55921606010538,native,25,0.56 +NE,55921606010538,native,30,0.764 +NE,55921606010538,native,35,0.995 +NE,55921606010538,native,40,1.261 +NE,55921606010538,native,45,1.566 +NE,55921606010538,native,50,1.892 +NE,55921606010538,native,55,2.235 +NE,55921606010538,native,60,2.588 +NE,55921606010538,native,65,2.946 +NE,55921606010538,native,70,3.322 +NE,55921606010538,native,75,3.727 +NE,55921606010538,native,80,4.146 +NE,55921606010538,native,85,4.564 +NE,55921606010538,native,90,4.984 +NE,55921606010538,native,95,5.442 +NE,55921606010538,native,100,5.934 +NE,55920926010538,native,0,88.55 +NE,55920926010538,native,5,110.461 +NE,55920926010538,native,10,125.036 +NE,55920926010538,native,15,141.022 +NE,55920926010538,native,20,150.848 +NE,55920926010538,native,25,159.277 +NE,55920926010538,native,30,166.302 +NE,55920926010538,native,35,172.426 +NE,55920926010538,native,40,177.662 +NE,55920926010538,native,45,182.627 +NE,55920926010538,native,50,187.752 +NE,55920926010538,native,55,192.915 +NE,55920926010538,native,60,198.346 +NE,55920926010538,native,65,203.786 +NE,55920926010538,native,70,209.428 +NE,55920926010538,native,75,215.396 +NE,55920926010538,native,80,217.833 +NE,55920926010538,native,85,219.951 +NE,55920926010538,native,90,221.913 +NE,55920926010538,native,95,222.902 +NE,55920926010538,native,100,224.205 +NE,55921483010538,native,0,0.038 +NE,55921483010538,native,5,0.096 +NE,55921483010538,native,10,0.197 +NE,55921483010538,native,15,0.353 +NE,55921483010538,native,20,0.549 +NE,55921483010538,native,25,0.78 +NE,55921483010538,native,30,1.039 +NE,55921483010538,native,35,1.325 +NE,55921483010538,native,40,1.637 +NE,55921483010538,native,45,1.965 +NE,55921483010538,native,50,2.305 +NE,55921483010538,native,55,2.657 +NE,55921483010538,native,60,3.01 +NE,55921483010538,native,65,3.387 +NE,55921483010538,native,70,3.782 +NE,55921483010538,native,75,4.182 +NE,55921483010538,native,80,4.583 +NE,55921483010538,native,85,4.98 +NE,55921483010538,native,90,5.377 +NE,55921483010538,native,95,5.772 +NE,55921483010538,native,100,6.166 +NE,55921406010538,native,0,3.251 +NE,55921406010538,native,5,8.91 +NE,55921406010538,native,10,18.027 +NE,55921406010538,native,15,29.0 +NE,55921406010538,native,20,40.273 +NE,55921406010538,native,25,53.212 +NE,55921406010538,native,30,65.873 +NE,55921406010538,native,35,75.884 +NE,55921406010538,native,40,86.197 +NE,55921406010538,native,45,96.819 +NE,55921406010538,native,50,107.764 +NE,55921406010538,native,55,118.644 +NE,55921406010538,native,60,124.925 +NE,55921406010538,native,65,126.278 +NE,55921406010538,native,70,127.481 +NE,55921406010538,native,75,128.587 +NE,55921406010538,native,80,129.619 +NE,55921406010538,native,85,130.551 +NE,55921406010538,native,90,131.377 +NE,55921406010538,native,95,132.126 +NE,55921406010538,native,100,132.841 +NE,55920827010538,native,0,17.033 +NE,55920827010538,native,5,45.704 +NE,55920827010538,native,10,60.758 +NE,55920827010538,native,15,70.875 +NE,55920827010538,native,20,83.536 +NE,55920827010538,native,25,88.817 +NE,55920827010538,native,30,96.703 +NE,55920827010538,native,35,103.79 +NE,55920827010538,native,40,111.16 +NE,55920827010538,native,45,116.732 +NE,55920827010538,native,50,121.471 +NE,55920827010538,native,55,125.414 +NE,55920827010538,native,60,128.888 +NE,55920827010538,native,65,131.966 +NE,55920827010538,native,70,134.691 +NE,55920827010538,native,75,137.109 +NE,55920827010538,native,80,139.233 +NE,55920827010538,native,85,141.133 +NE,55920827010538,native,90,142.846 +NE,55920827010538,native,95,144.381 +NE,55920827010538,native,100,145.73 +NE,55921309010538,native,0,0.0 +NE,55921229010538,native,0,0.245 +NE,55921229010538,native,5,0.451 +NE,55921229010538,native,10,0.671 +NE,55921229010538,native,15,0.905 +NE,55921229010538,native,20,1.133 +NE,55921229010538,native,25,1.348 +NE,55921229010538,native,30,1.548 +NE,55921229010538,native,35,1.737 +NE,55921229010538,native,40,1.916 +NE,55921229010538,native,45,2.093 +NE,55921229010538,native,50,2.268 +NE,55921229010538,native,55,2.444 +NE,55921229010538,native,60,2.62 +NE,55921229010538,native,65,2.796 +NE,55921229010538,native,70,2.973 +NE,55921229010538,native,75,3.149 +NE,55921229010538,native,80,3.327 +NE,55921229010538,native,85,3.503 +NE,55921229010538,native,90,3.68 +NE,55921229010538,native,95,3.855 +NE,55921229010538,native,100,4.032 +NE,55921761010538,native,0,0.076 +NE,55921761010538,native,5,0.264 +NE,55921761010538,native,10,0.569 +NE,55921761010538,native,15,1.0 +NE,55921761010538,native,20,1.575 +NE,55921761010538,native,25,2.251 +NE,55921761010538,native,30,3.021 +NE,55921761010538,native,35,3.867 +NE,55921761010538,native,40,4.776 +NE,55921761010538,native,45,5.733 +NE,55921761010538,native,50,6.735 +NE,55921761010538,native,55,7.768 +NE,55921761010538,native,60,8.837 +NE,55921761010538,native,65,9.924 +NE,55921761010538,native,70,11.015 +NE,55921761010538,native,75,12.112 +NE,55921761010538,native,80,13.253 +NE,55921761010538,native,85,14.401 +NE,55921761010538,native,90,15.589 +NE,55921761010538,native,95,16.773 +NE,55921761010538,native,100,17.994 +NE,55921064010538,native,0,25.358 +NE,55921064010538,native,5,46.13 +NE,55921064010538,native,10,64.875 +NE,55921064010538,native,15,74.226 +NE,55921064010538,native,20,82.185 +NE,55921064010538,native,25,90.834 +NE,55921064010538,native,30,99.373 +NE,55921064010538,native,35,108.128 +NE,55921064010538,native,40,116.534 +NE,55921064010538,native,45,124.751 +NE,55921064010538,native,50,129.965 +NE,55921064010538,native,55,134.552 +NE,55921064010538,native,60,138.75 +NE,55921064010538,native,65,142.554 +NE,55921064010538,native,70,146.187 +NE,55921064010538,native,75,149.397 +NE,55921064010538,native,80,152.45 +NE,55921064010538,native,85,155.233 +NE,55921064010538,native,90,157.812 +NE,55921064010538,native,95,160.184 +NE,55921064010538,native,100,162.403 +NE,55921703010538,native,0,0.0 +NE,55922003010538,native,0,0.372 +NE,55922003010538,native,5,0.734 +NE,55922003010538,native,10,1.245 +NE,55922003010538,native,15,1.932 +NE,55922003010538,native,20,2.774 +NE,55922003010538,native,25,3.754 +NE,55922003010538,native,30,4.844 +NE,55922003010538,native,35,6.019 +NE,55922003010538,native,40,7.274 +NE,55922003010538,native,45,8.608 +NE,55922003010538,native,50,10.047 +NE,55922003010538,native,55,11.52 +NE,55922003010538,native,60,13.029 +NE,55922003010538,native,65,14.59 +NE,55922003010538,native,70,16.15 +NE,55922003010538,native,75,17.713 +NE,55922003010538,native,80,19.301 +NE,55922003010538,native,85,20.85 +NE,55922003010538,native,90,22.424 +NE,55922003010538,native,95,24.019 +NE,55922003010538,native,100,25.574 +NE,55922104010538,native,0,7.487 +NE,55922104010538,native,5,20.832 +NE,55922104010538,native,10,36.69 +NE,55922104010538,native,15,54.128 +NE,55922104010538,native,20,64.408 +NE,55922104010538,native,25,72.622 +NE,55922104010538,native,30,80.408 +NE,55922104010538,native,35,87.845 +NE,55922104010538,native,40,94.94 +NE,55922104010538,native,45,101.787 +NE,55922104010538,native,50,108.329 +NE,55922104010538,native,55,114.544 +NE,55922104010538,native,60,120.511 +NE,55922104010538,native,65,123.921 +NE,55922104010538,native,70,126.859 +NE,55922104010538,native,75,129.616 +NE,55922104010538,native,80,132.158 +NE,55922104010538,native,85,134.517 +NE,55922104010538,native,90,136.678 +NE,55922104010538,native,95,138.679 +NE,55922104010538,native,100,140.51 +NE,144988705010661,native,0,0.131 +NE,144988705010661,native,5,0.292 +NE,144988705010661,native,10,0.542 +NE,144988705010661,native,15,0.896 +NE,144988705010661,native,20,1.35 +NE,144988705010661,native,25,1.903 +NE,144988705010661,native,30,2.538 +NE,144988705010661,native,35,3.239 +NE,144988705010661,native,40,4.024 +NE,144988705010661,native,45,4.866 +NE,144988705010661,native,50,5.745 +NE,144988705010661,native,55,6.669 +NE,144988705010661,native,60,7.64 +NE,144988705010661,native,65,8.635 +NE,144988705010661,native,70,9.67 +NE,144988705010661,native,75,10.702 +NE,144988705010661,native,80,11.76 +NE,144988705010661,native,85,12.835 +NE,144988705010661,native,90,13.914 +NE,144988705010661,native,95,14.988 +NE,144988705010661,native,100,16.045 +NE,144988709010661,native,0,0.0 +NE,144988723010661,native,0,1.196 +NE,144988723010661,native,5,2.273 +NE,144988723010661,native,10,3.877 +NE,144988723010661,native,15,6.029 +NE,144988723010661,native,20,8.712 +NE,144988723010661,native,25,11.78 +NE,144988723010661,native,30,15.136 +NE,144988723010661,native,35,18.664 +NE,144988723010661,native,40,22.343 +NE,144988723010661,native,45,26.066 +NE,144988723010661,native,50,29.856 +NE,144988723010661,native,55,33.703 +NE,144988723010661,native,60,37.584 +NE,144988723010661,native,65,41.511 +NE,144988723010661,native,70,45.473 +NE,144988723010661,native,75,49.459 +NE,144988723010661,native,80,53.474 +NE,144988723010661,native,85,57.477 +NE,144988723010661,native,90,61.501 +NE,144988723010661,native,95,65.486 +NE,144988723010661,native,100,69.439 +NE,144988717010661,native,0,0.13 +NE,144988717010661,native,5,0.294 +NE,144988717010661,native,10,0.611 +NE,144988717010661,native,15,1.02 +NE,144988717010661,native,20,1.519 +NE,144988717010661,native,25,2.088 +NE,144988717010661,native,30,2.705 +NE,144988717010661,native,35,3.359 +NE,144988717010661,native,40,4.04 +NE,144988717010661,native,45,4.736 +NE,144988717010661,native,50,5.441 +NE,144988717010661,native,55,6.144 +NE,144988717010661,native,60,6.843 +NE,144988717010661,native,65,7.535 +NE,144988717010661,native,70,8.218 +NE,144988717010661,native,75,8.881 +NE,144988717010661,native,80,9.532 +NE,144988717010661,native,85,10.165 +NE,144988717010661,native,90,10.779 +NE,144988717010661,native,95,11.374 +NE,144988717010661,native,100,11.953 +NE,144988735010661,native,0,0.129 +NE,144988735010661,native,5,0.291 +NE,144988735010661,native,10,0.498 +NE,144988735010661,native,15,0.721 +NE,144988735010661,native,20,0.942 +NE,144988735010661,native,25,1.158 +NE,144988735010661,native,30,1.36 +NE,144988735010661,native,35,1.55 +NE,144988735010661,native,40,1.729 +NE,144988735010661,native,45,1.9 +NE,144988735010661,native,50,2.064 +NE,144988735010661,native,55,2.227 +NE,144988735010661,native,60,2.391 +NE,144988735010661,native,65,2.556 +NE,144988735010661,native,70,2.722 +NE,144988735010661,native,75,2.888 +NE,144988735010661,native,80,3.055 +NE,144988735010661,native,85,3.224 +NE,144988735010661,native,90,3.392 +NE,144988735010661,native,95,3.562 +NE,144988735010661,native,100,3.732 +NE,144988737010661,native,0,0.661 +NE,144988737010661,native,5,1.459 +NE,144988737010661,native,10,2.819 +NE,144988737010661,native,15,4.763 +NE,144988737010661,native,20,7.272 +NE,144988737010661,native,25,10.164 +NE,144988737010661,native,30,13.311 +NE,144988737010661,native,35,16.686 +NE,144988737010661,native,40,20.184 +NE,144988737010661,native,45,23.726 +NE,144988737010661,native,50,27.272 +NE,144988737010661,native,55,30.82 +NE,144988737010661,native,60,34.376 +NE,144988737010661,native,65,37.954 +NE,144988737010661,native,70,41.55 +NE,144988737010661,native,75,45.141 +NE,144988737010661,native,80,48.667 +NE,144988737010661,native,85,52.148 +NE,144988737010661,native,90,55.573 +NE,144988737010661,native,95,58.906 +NE,144988737010661,native,100,62.219 +NE,144988721010661,native,0,1.007 +NE,144988721010661,native,5,1.785 +NE,144988721010661,native,10,2.905 +NE,144988721010661,native,15,4.371 +NE,144988721010661,native,20,6.222 +NE,144988721010661,native,25,8.391 +NE,144988721010661,native,30,10.84 +NE,144988721010661,native,35,13.512 +NE,144988721010661,native,40,16.392 +NE,144988721010661,native,45,19.456 +NE,144988721010661,native,50,22.699 +NE,144988721010661,native,55,26.031 +NE,144988721010661,native,60,29.553 +NE,144988721010661,native,65,33.123 +NE,144988721010661,native,70,36.791 +NE,144988721010661,native,75,40.426 +NE,144988721010661,native,80,44.171 +NE,144988721010661,native,85,47.966 +NE,144988721010661,native,90,51.886 +NE,144988721010661,native,95,55.822 +NE,144988721010661,native,100,59.799 +NE,144988727010661,native,0,0.166 +NE,144988727010661,native,5,0.302 +NE,144988727010661,native,10,0.479 +NE,144988727010661,native,15,0.715 +NE,144988727010661,native,20,0.993 +NE,144988727010661,native,25,1.3 +NE,144988727010661,native,30,1.632 +NE,144988727010661,native,35,1.966 +NE,144988727010661,native,40,2.322 +NE,144988727010661,native,45,2.688 +NE,144988727010661,native,50,3.055 +NE,144988727010661,native,55,3.433 +NE,144988727010661,native,60,3.831 +NE,144988727010661,native,65,4.251 +NE,144988727010661,native,70,4.695 +NE,144988727010661,native,75,5.146 +NE,144988727010661,native,80,5.585 +NE,144988727010661,native,85,6.044 +NE,144988727010661,native,90,6.527 +NE,144988727010661,native,95,6.974 +NE,144988727010661,native,100,7.444 +NE,144992377010661,native,0,0.066 +NE,144992377010661,native,5,0.151 +NE,144992377010661,native,10,0.3 +NE,144992377010661,native,15,0.524 +NE,144992377010661,native,20,0.791 +NE,144992377010661,native,25,1.098 +NE,144992377010661,native,30,1.435 +NE,144992377010661,native,35,1.794 +NE,144992377010661,native,40,2.168 +NE,144992377010661,native,45,2.548 +NE,144992377010661,native,50,2.937 +NE,144992377010661,native,55,3.331 +NE,144992377010661,native,60,3.729 +NE,144992377010661,native,65,4.116 +NE,144992377010661,native,70,4.5 +NE,144992377010661,native,75,4.874 +NE,144992377010661,native,80,5.244 +NE,144992377010661,native,85,5.61 +NE,144992377010661,native,90,5.955 +NE,144992377010661,native,95,6.293 +NE,144992377010661,native,100,6.612 +NE,144988683010661,native,0,0.338 +NE,144988683010661,native,5,0.552 +NE,144988683010661,native,10,0.834 +NE,144988683010661,native,15,1.177 +NE,144988683010661,native,20,1.583 +NE,144988683010661,native,25,2.027 +NE,144988683010661,native,30,2.503 +NE,144988683010661,native,35,3.031 +NE,144988683010661,native,40,3.597 +NE,144988683010661,native,45,4.194 +NE,144988683010661,native,50,4.807 +NE,144988683010661,native,55,5.427 +NE,144988683010661,native,60,6.074 +NE,144988683010661,native,65,6.743 +NE,144988683010661,native,70,7.442 +NE,144988683010661,native,75,8.117 +NE,144988683010661,native,80,8.801 +NE,144988683010661,native,85,9.476 +NE,144988683010661,native,90,10.168 +NE,144988683010661,native,95,10.887 +NE,144988683010661,native,100,11.55 +NE,144988691010661,native,0,0.138 +NE,144988691010661,native,5,0.528 +NE,144988691010661,native,10,1.361 +NE,144988691010661,native,15,2.769 +NE,144988691010661,native,20,4.831 +NE,144988691010661,native,25,7.357 +NE,144988691010661,native,30,10.11 +NE,144988691010661,native,35,13.077 +NE,144988691010661,native,40,16.177 +NE,144988691010661,native,45,19.426 +NE,144988691010661,native,50,22.641 +NE,144988691010661,native,55,25.813 +NE,144988691010661,native,60,28.908 +NE,144988691010661,native,65,31.952 +NE,144988691010661,native,70,34.923 +NE,144988691010661,native,75,37.771 +NE,144988691010661,native,80,40.526 +NE,144988691010661,native,85,43.143 +NE,144988691010661,native,90,45.694 +NE,144988691010661,native,95,48.182 +NE,144988691010661,native,100,50.597 +NE,144988689010661,native,0,0.352 +NE,144988689010661,native,5,0.825 +NE,144988689010661,native,10,1.665 +NE,144988689010661,native,15,2.94 +NE,144988689010661,native,20,4.617 +NE,144988689010661,native,25,6.587 +NE,144988689010661,native,30,8.749 +NE,144988689010661,native,35,11.016 +NE,144988689010661,native,40,13.403 +NE,144988689010661,native,45,15.866 +NE,144988689010661,native,50,18.306 +NE,144988689010661,native,55,20.768 +NE,144988689010661,native,60,23.159 +NE,144988689010661,native,65,25.473 +NE,144988689010661,native,70,27.682 +NE,144988689010661,native,75,29.79 +NE,144988689010661,native,80,31.821 +NE,144988689010661,native,85,33.714 +NE,144988689010661,native,90,35.511 +NE,144988689010661,native,95,37.188 +NE,144988689010661,native,100,38.752 +NE,144988679010661,native,0,0.255 +NE,144988679010661,native,5,0.469 +NE,144988679010661,native,10,0.776 +NE,144988679010661,native,15,1.197 +NE,144988679010661,native,20,1.714 +NE,144988679010661,native,25,2.311 +NE,144988679010661,native,30,2.995 +NE,144988679010661,native,35,3.754 +NE,144988679010661,native,40,4.577 +NE,144988679010661,native,45,5.453 +NE,144988679010661,native,50,6.388 +NE,144988679010661,native,55,7.387 +NE,144988679010661,native,60,8.409 +NE,144988679010661,native,65,9.468 +NE,144988679010661,native,70,10.548 +NE,144988679010661,native,75,11.638 +NE,144988679010661,native,80,12.707 +NE,144988679010661,native,85,13.82 +NE,144988679010661,native,90,14.931 +NE,144988679010661,native,95,16.091 +NE,144988679010661,native,100,17.245 +NE,144988715010661,native,0,0.698 +NE,144988715010661,native,5,1.285 +NE,144988715010661,native,10,2.093 +NE,144988715010661,native,15,3.123 +NE,144988715010661,native,20,4.382 +NE,144988715010661,native,25,5.809 +NE,144988715010661,native,30,7.382 +NE,144988715010661,native,35,9.079 +NE,144988715010661,native,40,10.896 +NE,144988715010661,native,45,12.78 +NE,144988715010661,native,50,14.726 +NE,144988715010661,native,55,16.709 +NE,144988715010661,native,60,18.799 +NE,144988715010661,native,65,20.824 +NE,144988715010661,native,70,22.885 +NE,144988715010661,native,75,24.96 +NE,144988715010661,native,80,27.056 +NE,144988715010661,native,85,29.084 +NE,144988715010661,native,90,31.098 +NE,144988715010661,native,95,33.056 +NE,144988715010661,native,100,35.021 +NE,168930941010661,native,0,0.083 +NE,168930941010661,native,5,0.235 +NE,168930941010661,native,10,0.525 +NE,168930941010661,native,15,0.996 +NE,168930941010661,native,20,1.658 +NE,168930941010661,native,25,2.508 +NE,168930941010661,native,30,3.546 +NE,168930941010661,native,35,4.744 +NE,168930941010661,native,40,6.112 +NE,168930941010661,native,45,7.612 +NE,168930941010661,native,50,9.232 +NE,168930941010661,native,55,10.969 +NE,168930941010661,native,60,12.778 +NE,168930941010661,native,65,14.65 +NE,168930941010661,native,70,16.588 +NE,168930941010661,native,75,18.555 +NE,168930941010661,native,80,20.56 +NE,168930941010661,native,85,22.613 +NE,168930941010661,native,90,24.64 +NE,168930941010661,native,95,26.7 +NE,168930941010661,native,100,28.705 +NE,168930991010661,native,0,0.083 +NE,168930991010661,native,5,0.193 +NE,168930991010661,native,10,0.354 +NE,168930991010661,native,15,0.591 +NE,168930991010661,native,20,0.899 +NE,168930991010661,native,25,1.274 +NE,168930991010661,native,30,1.708 +NE,168930991010661,native,35,2.214 +NE,168930991010661,native,40,2.753 +NE,168930991010661,native,45,3.324 +NE,168930991010661,native,50,3.943 +NE,168930991010661,native,55,4.606 +NE,168930991010661,native,60,5.282 +NE,168930991010661,native,65,5.985 +NE,168930991010661,native,70,6.689 +NE,168930991010661,native,75,7.425 +NE,168930991010661,native,80,8.203 +NE,168930991010661,native,85,8.987 +NE,168930991010661,native,90,9.738 +NE,168930991010661,native,95,10.521 +NE,168930991010661,native,100,11.306 +NE,168930937010661,native,0,0.333 +NE,168930937010661,native,5,0.622 +NE,168930937010661,native,10,1.05 +NE,168930937010661,native,15,1.546 +NE,168930937010661,native,20,2.067 +NE,168930937010661,native,25,2.661 +NE,168930937010661,native,30,3.324 +NE,168930937010661,native,35,4.067 +NE,168930937010661,native,40,4.868 +NE,168930937010661,native,45,5.745 +NE,168930937010661,native,50,6.693 +NE,168930937010661,native,55,7.688 +NE,168930937010661,native,60,8.757 +NE,168930937010661,native,65,9.878 +NE,168930937010661,native,70,11.008 +NE,168930937010661,native,75,12.232 +NE,168930937010661,native,80,13.45 +NE,168930937010661,native,85,14.726 +NE,168930937010661,native,90,16.027 +NE,168930937010661,native,95,17.373 +NE,168930937010661,native,100,18.688 +NE,168930911010661,native,0,0.565 +NE,168930911010661,native,5,0.965 +NE,168930911010661,native,10,1.474 +NE,168930911010661,native,15,2.09 +NE,168930911010661,native,20,2.799 +NE,168930911010661,native,25,3.604 +NE,168930911010661,native,30,4.494 +NE,168930911010661,native,35,5.443 +NE,168930911010661,native,40,6.458 +NE,168930911010661,native,45,7.527 +NE,168930911010661,native,50,8.631 +NE,168930911010661,native,55,9.77 +NE,168930911010661,native,60,10.941 +NE,168930911010661,native,65,12.125 +NE,168930911010661,native,70,13.344 +NE,168930911010661,native,75,14.558 +NE,168930911010661,native,80,15.766 +NE,168930911010661,native,85,16.971 +NE,168930911010661,native,90,18.161 +NE,168930911010661,native,95,19.341 +NE,168930911010661,native,100,20.492 +NE,168930919010661,native,0,0.641 +NE,168930919010661,native,5,1.082 +NE,168930919010661,native,10,1.664 +NE,168930919010661,native,15,2.354 +NE,168930919010661,native,20,3.151 +NE,168930919010661,native,25,4.045 +NE,168930919010661,native,30,5.046 +NE,168930919010661,native,35,6.099 +NE,168930919010661,native,40,7.206 +NE,168930919010661,native,45,8.415 +NE,168930919010661,native,50,9.623 +NE,168930919010661,native,55,10.876 +NE,168930919010661,native,60,12.145 +NE,168930919010661,native,65,13.469 +NE,168930919010661,native,70,14.751 +NE,168930919010661,native,75,16.101 +NE,168930919010661,native,80,17.448 +NE,168930919010661,native,85,18.826 +NE,168930919010661,native,90,20.177 +NE,168930919010661,native,95,21.455 +NE,168930919010661,native,100,22.734 +NE,168930895010661,native,0,0.0 +NE,304031832489998,native,0,0.0 +NE,304031877489998,native,0,0.39 +NE,304031877489998,native,5,0.789 +NE,304031877489998,native,10,1.403 +NE,304031877489998,native,15,2.253 +NE,304031877489998,native,20,3.351 +NE,304031877489998,native,25,4.664 +NE,304031877489998,native,30,6.175 +NE,304031877489998,native,35,7.853 +NE,304031877489998,native,40,9.659 +NE,304031877489998,native,45,11.572 +NE,304031877489998,native,50,13.626 +NE,304031877489998,native,55,15.773 +NE,304031877489998,native,60,17.97 +NE,304031877489998,native,65,20.185 +NE,304031877489998,native,70,22.451 +NE,304031877489998,native,75,24.742 +NE,304031877489998,native,80,27.027 +NE,304031877489998,native,85,29.352 +NE,304031877489998,native,90,31.638 +NE,304031877489998,native,95,33.947 +NE,304031877489998,native,100,36.269 +NE,304031876489998,native,0,0.293 +NE,304031876489998,native,5,0.631 +NE,304031876489998,native,10,1.174 +NE,304031876489998,native,15,1.941 +NE,304031876489998,native,20,2.885 +NE,304031876489998,native,25,4.023 +NE,304031876489998,native,30,5.277 +NE,304031876489998,native,35,6.632 +NE,304031876489998,native,40,8.069 +NE,304031876489998,native,45,9.599 +NE,304031876489998,native,50,11.227 +NE,304031876489998,native,55,12.969 +NE,304031876489998,native,60,14.807 +NE,304031876489998,native,65,16.718 +NE,304031876489998,native,70,18.737 +NE,304031876489998,native,75,20.767 +NE,304031876489998,native,80,22.842 +NE,304031876489998,native,85,24.956 +NE,304031876489998,native,90,27.074 +NE,304031876489998,native,95,29.202 +NE,304031876489998,native,100,31.36 +NE,304024342489998,native,0,0.683 +NE,304024342489998,native,5,1.848 +NE,304024342489998,native,10,3.822 +NE,304024342489998,native,15,6.78 +NE,304024342489998,native,20,10.54 +NE,304024342489998,native,25,14.818 +NE,304024342489998,native,30,19.418 +NE,304024342489998,native,35,24.248 +NE,304024342489998,native,40,29.287 +NE,304024342489998,native,45,34.533 +NE,304024342489998,native,50,39.947 +NE,304024342489998,native,55,45.497 +NE,304024342489998,native,60,51.369 +NE,304024342489998,native,65,57.462 +NE,304024342489998,native,70,63.759 +NE,304024342489998,native,75,70.271 +NE,304024342489998,native,80,76.916 +NE,304024342489998,native,85,83.731 +NE,304024342489998,native,90,90.652 +NE,304024342489998,native,95,97.714 +NE,304024342489998,native,100,104.829 +NE,304031834489998,native,0,0.703 +NE,304031834489998,native,5,1.159 +NE,304031834489998,native,10,1.777 +NE,304031834489998,native,15,2.559 +NE,304031834489998,native,20,3.486 +NE,304031834489998,native,25,4.584 +NE,304031834489998,native,30,5.795 +NE,304031834489998,native,35,7.141 +NE,304031834489998,native,40,8.529 +NE,304031834489998,native,45,10.018 +NE,304031834489998,native,50,11.573 +NE,304031834489998,native,55,13.151 +NE,304031834489998,native,60,14.732 +NE,304031834489998,native,65,16.405 +NE,304031834489998,native,70,18.052 +NE,304031834489998,native,75,19.703 +NE,304031834489998,native,80,21.353 +NE,304031834489998,native,85,22.935 +NE,304031834489998,native,90,24.505 +NE,304031834489998,native,95,26.017 +NE,304031834489998,native,100,27.527 +NE,304031839489998,native,0,0.229 +NE,304031839489998,native,5,0.413 +NE,304031839489998,native,10,0.673 +NE,304031839489998,native,15,1.022 +NE,304031839489998,native,20,1.454 +NE,304031839489998,native,25,1.983 +NE,304031839489998,native,30,2.594 +NE,304031839489998,native,35,3.248 +NE,304031839489998,native,40,3.966 +NE,304031839489998,native,45,4.724 +NE,304031839489998,native,50,5.543 +NE,304031839489998,native,55,6.399 +NE,304031839489998,native,60,7.291 +NE,304031839489998,native,65,8.2 +NE,304031839489998,native,70,9.136 +NE,304031839489998,native,75,10.062 +NE,304031839489998,native,80,11.037 +NE,304031839489998,native,85,12.023 +NE,304031839489998,native,90,13.005 +NE,304031839489998,native,95,13.96 +NE,304031839489998,native,100,14.948 +NE,304031843489998,native,0,0.487 +NE,304031843489998,native,5,0.968 +NE,304031843489998,native,10,1.706 +NE,304031843489998,native,15,2.711 +NE,304031843489998,native,20,3.974 +NE,304031843489998,native,25,5.488 +NE,304031843489998,native,30,7.235 +NE,304031843489998,native,35,9.153 +NE,304031843489998,native,40,11.233 +NE,304031843489998,native,45,13.446 +NE,304031843489998,native,50,15.72 +NE,304031843489998,native,55,18.074 +NE,304031843489998,native,60,20.459 +NE,304031843489998,native,65,22.941 +NE,304031843489998,native,70,25.471 +NE,304031843489998,native,75,28.023 +NE,304031843489998,native,80,30.53 +NE,304031843489998,native,85,33.035 +NE,304031843489998,native,90,35.471 +NE,304031843489998,native,95,37.865 +NE,304031843489998,native,100,40.23 +NE,304031833489998,native,0,0.354 +NE,304031833489998,native,5,0.603 +NE,304031833489998,native,10,0.935 +NE,304031833489998,native,15,1.363 +NE,304031833489998,native,20,1.883 +NE,304031833489998,native,25,2.48 +NE,304031833489998,native,30,3.148 +NE,304031833489998,native,35,3.895 +NE,304031833489998,native,40,4.658 +NE,304031833489998,native,45,5.478 +NE,304031833489998,native,50,6.352 +NE,304031833489998,native,55,7.231 +NE,304031833489998,native,60,8.198 +NE,304031833489998,native,65,9.143 +NE,304031833489998,native,70,10.089 +NE,304031833489998,native,75,11.074 +NE,304031833489998,native,80,12.054 +NE,304031833489998,native,85,13.038 +NE,304031833489998,native,90,14.024 +NE,304031833489998,native,95,14.992 +NE,304031833489998,native,100,15.928 +NE,304024344489998,native,0,1.485 +NE,304024344489998,native,5,2.562 +NE,304024344489998,native,10,4.006 +NE,304024344489998,native,15,5.692 +NE,304024344489998,native,20,7.559 +NE,304024344489998,native,25,9.55 +NE,304024344489998,native,30,11.612 +NE,304024344489998,native,35,13.765 +NE,304024344489998,native,40,16.076 +NE,304024344489998,native,45,18.359 +NE,304024344489998,native,50,20.648 +NE,304024344489998,native,55,23.002 +NE,304024344489998,native,60,25.33 +NE,304024344489998,native,65,27.66 +NE,304024344489998,native,70,29.935 +NE,304024344489998,native,75,32.18 +NE,304024344489998,native,80,34.389 +NE,304024344489998,native,85,36.544 +NE,304024344489998,native,90,38.608 +NE,304024344489998,native,95,40.661 +NE,304024344489998,native,100,42.722 +NE,304031886489998,native,0,0.202 +NE,304031886489998,native,5,0.499 +NE,304031886489998,native,10,0.944 +NE,304031886489998,native,15,1.573 +NE,304031886489998,native,20,2.368 +NE,304031886489998,native,25,3.335 +NE,304031886489998,native,30,4.424 +NE,304031886489998,native,35,5.635 +NE,304031886489998,native,40,6.922 +NE,304031886489998,native,45,8.313 +NE,304031886489998,native,50,9.791 +NE,304031886489998,native,55,11.29 +NE,304031886489998,native,60,12.86 +NE,304031886489998,native,65,14.434 +NE,304031886489998,native,70,16.025 +NE,304031886489998,native,75,17.623 +NE,304031886489998,native,80,19.216 +NE,304031886489998,native,85,20.837 +NE,304031886489998,native,90,22.469 +NE,304031886489998,native,95,24.082 +NE,304031886489998,native,100,25.659 +NE,304031867489998,native,0,0.841 +NE,304031867489998,native,5,1.497 +NE,304031867489998,native,10,2.474 +NE,304031867489998,native,15,3.703 +NE,304031867489998,native,20,5.103 +NE,304031867489998,native,25,6.641 +NE,304031867489998,native,30,8.295 +NE,304031867489998,native,35,10.026 +NE,304031867489998,native,40,11.856 +NE,304031867489998,native,45,13.71 +NE,304031867489998,native,50,15.614 +NE,304031867489998,native,55,17.528 +NE,304031867489998,native,60,19.441 +NE,304031867489998,native,65,21.337 +NE,304031867489998,native,70,23.184 +NE,304031867489998,native,75,24.963 +NE,304031867489998,native,80,26.733 +NE,304031867489998,native,85,28.452 +NE,304031867489998,native,90,30.097 +NE,304031867489998,native,95,31.714 +NE,304031867489998,native,100,33.269 +NE,304024350489998,native,0,0.129 +NE,304024350489998,native,5,0.313 +NE,304024350489998,native,10,0.649 +NE,304024350489998,native,15,1.205 +NE,304024350489998,native,20,1.955 +NE,304024350489998,native,25,2.889 +NE,304024350489998,native,30,3.984 +NE,304024350489998,native,35,5.242 +NE,304024350489998,native,40,6.617 +NE,304024350489998,native,45,8.137 +NE,304024350489998,native,50,9.771 +NE,304024350489998,native,55,11.436 +NE,304024350489998,native,60,13.178 +NE,304024350489998,native,65,14.966 +NE,304024350489998,native,70,16.823 +NE,304024350489998,native,75,18.701 +NE,304024350489998,native,80,20.598 +NE,304024350489998,native,85,22.573 +NE,304024350489998,native,90,24.522 +NE,304024350489998,native,95,26.513 +NE,304024350489998,native,100,28.421 +NE,304031888489998,native,0,0.123 +NE,304031888489998,native,5,0.375 +NE,304031888489998,native,10,0.981 +NE,304031888489998,native,15,1.904 +NE,304031888489998,native,20,3.313 +NE,304031888489998,native,25,5.001 +NE,304031888489998,native,30,6.867 +NE,304031888489998,native,35,8.867 +NE,304031888489998,native,40,10.973 +NE,304031888489998,native,45,13.103 +NE,304031888489998,native,50,15.242 +NE,304031888489998,native,55,17.361 +NE,304031888489998,native,60,19.464 +NE,304031888489998,native,65,21.482 +NE,304031888489998,native,70,23.457 +NE,304031888489998,native,75,25.359 +NE,304031888489998,native,80,27.17 +NE,304031888489998,native,85,28.958 +NE,304031888489998,native,90,30.682 +NE,304031888489998,native,95,32.384 +NE,304031888489998,native,100,34.04 +NE,304031868489998,native,0,0.05 +NE,304031868489998,native,5,0.121 +NE,304031868489998,native,10,0.242 +NE,304031868489998,native,15,0.429 +NE,304031868489998,native,20,0.688 +NE,304031868489998,native,25,1.018 +NE,304031868489998,native,30,1.405 +NE,304031868489998,native,35,1.851 +NE,304031868489998,native,40,2.354 +NE,304031868489998,native,45,2.886 +NE,304031868489998,native,50,3.477 +NE,304031868489998,native,55,4.091 +NE,304031868489998,native,60,4.762 +NE,304031868489998,native,65,5.449 +NE,304031868489998,native,70,6.167 +NE,304031868489998,native,75,6.91 +NE,304031868489998,native,80,7.682 +NE,304031868489998,native,85,8.447 +NE,304031868489998,native,90,9.215 +NE,304031868489998,native,95,10.026 +NE,304031868489998,native,100,10.86 +NE,304031887489998,native,0,0.023 +NE,304031887489998,native,5,0.089 +NE,304031887489998,native,10,0.208 +NE,304031887489998,native,15,0.387 +NE,304031887489998,native,20,0.605 +NE,304031887489998,native,25,0.859 +NE,304031887489998,native,30,1.132 +NE,304031887489998,native,35,1.421 +NE,304031887489998,native,40,1.714 +NE,304031887489998,native,45,2.03 +NE,304031887489998,native,50,2.379 +NE,304031887489998,native,55,2.762 +NE,304031887489998,native,60,3.15 +NE,304031887489998,native,65,3.547 +NE,304031887489998,native,70,3.957 +NE,304031887489998,native,75,4.394 +NE,304031887489998,native,80,4.865 +NE,304031887489998,native,85,5.317 +NE,304031887489998,native,90,5.781 +NE,304031887489998,native,95,6.268 +NE,304031887489998,native,100,6.761 +NE,304031869489998,native,0,0.27 +NE,304031869489998,native,5,0.523 +NE,304031869489998,native,10,0.925 +NE,304031869489998,native,15,1.508 +NE,304031869489998,native,20,2.263 +NE,304031869489998,native,25,3.165 +NE,304031869489998,native,30,4.203 +NE,304031869489998,native,35,5.379 +NE,304031869489998,native,40,6.666 +NE,304031869489998,native,45,8.077 +NE,304031869489998,native,50,9.591 +NE,304031869489998,native,55,11.173 +NE,304031869489998,native,60,12.813 +NE,304031869489998,native,65,14.467 +NE,304031869489998,native,70,16.143 +NE,304031869489998,native,75,17.855 +NE,304031869489998,native,80,19.6 +NE,304031869489998,native,85,21.339 +NE,304031869489998,native,90,23.062 +NE,304031869489998,native,95,24.806 +NE,304031869489998,native,100,26.603 +NE,304031875489998,native,0,0.379 +NE,304031875489998,native,5,1.047 +NE,304031875489998,native,10,2.275 +NE,304031875489998,native,15,3.997 +NE,304031875489998,native,20,6.086 +NE,304031875489998,native,25,8.467 +NE,304031875489998,native,30,11.092 +NE,304031875489998,native,35,13.858 +NE,304031875489998,native,40,16.693 +NE,304031875489998,native,45,19.563 +NE,304031875489998,native,50,22.517 +NE,304031875489998,native,55,25.412 +NE,304031875489998,native,60,28.315 +NE,304031875489998,native,65,31.12 +NE,304031875489998,native,70,33.849 +NE,304031875489998,native,75,36.479 +NE,304031875489998,native,80,38.977 +NE,304031875489998,native,85,41.361 +NE,304031875489998,native,90,43.654 +NE,304031875489998,native,95,45.817 +NE,304031875489998,native,100,47.925 +NE,304031872489998,native,0,0.128 +NE,304031872489998,native,5,0.25 +NE,304031872489998,native,10,0.447 +NE,304031872489998,native,15,0.714 +NE,304031872489998,native,20,1.043 +NE,304031872489998,native,25,1.43 +NE,304031872489998,native,30,1.891 +NE,304031872489998,native,35,2.389 +NE,304031872489998,native,40,2.926 +NE,304031872489998,native,45,3.517 +NE,304031872489998,native,50,4.158 +NE,304031872489998,native,55,4.819 +NE,304031872489998,native,60,5.515 +NE,304031872489998,native,65,6.217 +NE,304031872489998,native,70,6.958 +NE,304031872489998,native,75,7.754 +NE,304031872489998,native,80,8.56 +NE,304031872489998,native,85,9.334 +NE,304031872489998,native,90,10.152 +NE,304031872489998,native,95,10.977 +NE,304031872489998,native,100,11.787 +NE,304031882489998,native,0,0.899 +NE,304031882489998,native,5,1.476 +NE,304031882489998,native,10,2.203 +NE,304031882489998,native,15,3.058 +NE,304031882489998,native,20,4.024 +NE,304031882489998,native,25,5.118 +NE,304031882489998,native,30,6.318 +NE,304031882489998,native,35,7.589 +NE,304031882489998,native,40,8.849 +NE,304031882489998,native,45,10.197 +NE,304031882489998,native,50,11.576 +NE,304031882489998,native,55,12.952 +NE,304031882489998,native,60,14.365 +NE,304031882489998,native,65,15.769 +NE,304031882489998,native,70,17.154 +NE,304031882489998,native,75,18.56 +NE,304031882489998,native,80,19.939 +NE,304031882489998,native,85,21.303 +NE,304031882489998,native,90,22.66 +NE,304031882489998,native,95,23.97 +NE,304031882489998,native,100,25.268 +NE,304031873489998,native,0,0.709 +NE,304031873489998,native,5,1.176 +NE,304031873489998,native,10,1.791 +NE,304031873489998,native,15,2.531 +NE,304031873489998,native,20,3.406 +NE,304031873489998,native,25,4.399 +NE,304031873489998,native,30,5.437 +NE,304031873489998,native,35,6.517 +NE,304031873489998,native,40,7.635 +NE,304031873489998,native,45,8.848 +NE,304031873489998,native,50,10.106 +NE,304031873489998,native,55,11.345 +NE,304031873489998,native,60,12.642 +NE,304031873489998,native,65,13.973 +NE,304031873489998,native,70,15.31 +NE,304031873489998,native,75,16.679 +NE,304031873489998,native,80,18.039 +NE,304031873489998,native,85,19.438 +NE,304031873489998,native,90,20.831 +NE,304031873489998,native,95,22.186 +NE,304031873489998,native,100,23.529 +NE,304031870489998,native,0,0.319 +NE,304031870489998,native,5,0.638 +NE,304031870489998,native,10,1.143 +NE,304031870489998,native,15,1.774 +NE,304031870489998,native,20,2.539 +NE,304031870489998,native,25,3.421 +NE,304031870489998,native,30,4.397 +NE,304031870489998,native,35,5.383 +NE,304031870489998,native,40,6.399 +NE,304031870489998,native,45,7.484 +NE,304031870489998,native,50,8.602 +NE,304031870489998,native,55,9.734 +NE,304031870489998,native,60,10.93 +NE,304031870489998,native,65,12.122 +NE,304031870489998,native,70,13.307 +NE,304031870489998,native,75,14.451 +NE,304031870489998,native,80,15.56 +NE,304031870489998,native,85,16.701 +NE,304031870489998,native,90,17.832 +NE,304031870489998,native,95,19.048 +NE,304031870489998,native,100,20.202 +NE,304031871489998,native,0,0.0 +NE,304031881489998,native,0,0.346 +NE,304031881489998,native,5,0.719 +NE,304031881489998,native,10,1.271 +NE,304031881489998,native,15,2.014 +NE,304031881489998,native,20,2.866 +NE,304031881489998,native,25,3.752 +NE,304031881489998,native,30,4.643 +NE,304031881489998,native,35,5.555 +NE,304031881489998,native,40,6.464 +NE,304031881489998,native,45,7.375 +NE,304031881489998,native,50,8.266 +NE,304031881489998,native,55,9.145 +NE,304031881489998,native,60,10.021 +NE,304031881489998,native,65,10.88 +NE,304031881489998,native,70,11.718 +NE,304031881489998,native,75,12.548 +NE,304031881489998,native,80,13.352 +NE,304031881489998,native,85,14.14 +NE,304031881489998,native,90,14.894 +NE,304031881489998,native,95,15.63 +NE,304031881489998,native,100,16.332 +NE,304031878489998,native,0,0.0 +NE,304031880489998,native,0,0.116 +NE,304031880489998,native,5,0.238 +NE,304031880489998,native,10,0.423 +NE,304031880489998,native,15,0.672 +NE,304031880489998,native,20,0.994 +NE,304031880489998,native,25,1.381 +NE,304031880489998,native,30,1.825 +NE,304031880489998,native,35,2.328 +NE,304031880489998,native,40,2.884 +NE,304031880489998,native,45,3.463 +NE,304031880489998,native,50,4.09 +NE,304031880489998,native,55,4.775 +NE,304031880489998,native,60,5.463 +NE,304031880489998,native,65,6.199 +NE,304031880489998,native,70,6.93 +NE,304031880489998,native,75,7.671 +NE,304031880489998,native,80,8.441 +NE,304031880489998,native,85,9.252 +NE,304031880489998,native,90,10.058 +NE,304031880489998,native,95,10.849 +NE,304031880489998,native,100,11.678 +NE,304031884489998,native,0,0.0 +NE,304031883489998,native,0,0.519 +NE,304031883489998,native,5,0.932 +NE,304031883489998,native,10,1.496 +NE,304031883489998,native,15,2.177 +NE,304031883489998,native,20,2.947 +NE,304031883489998,native,25,3.75 +NE,304031883489998,native,30,4.598 +NE,304031883489998,native,35,5.489 +NE,304031883489998,native,40,6.416 +NE,304031883489998,native,45,7.354 +NE,304031883489998,native,50,8.346 +NE,304031883489998,native,55,9.381 +NE,304031883489998,native,60,10.441 +NE,304031883489998,native,65,11.504 +NE,304031883489998,native,70,12.586 +NE,304031883489998,native,75,13.687 +NE,304031883489998,native,80,14.785 +NE,304031883489998,native,85,15.859 +NE,304031883489998,native,90,16.962 +NE,304031883489998,native,95,18.078 +NE,304031883489998,native,100,19.218 +NE,55921914010538,native,0,0.0 +NE,55921833010538,native,0,30.205 +NE,55921833010538,native,5,41.062 +NE,55921833010538,native,10,51.217 +NE,55921833010538,native,15,62.184 +NE,55921833010538,native,20,73.143 +NE,55921833010538,native,25,84.596 +NE,55921833010538,native,30,94.137 +NE,55921833010538,native,35,101.007 +NE,55921833010538,native,40,107.349 +NE,55921833010538,native,45,113.643 +NE,55921833010538,native,50,119.827 +NE,55921833010538,native,55,125.664 +NE,55921833010538,native,60,131.858 +NE,55921833010538,native,65,137.622 +NE,55921833010538,native,70,140.997 +NE,55921833010538,native,75,144.434 +NE,55921833010538,native,80,147.734 +NE,55921833010538,native,85,150.953 +NE,55921833010538,native,90,154.142 +NE,55921833010538,native,95,157.264 +NE,55921833010538,native,100,160.145 +NE,55922431010538,native,0,0.045 +NE,55922431010538,native,5,0.117 +NE,55922431010538,native,10,0.245 +NE,55922431010538,native,15,0.458 +NE,55922431010538,native,20,0.731 +NE,55922431010538,native,25,1.056 +NE,55922431010538,native,30,1.417 +NE,55922431010538,native,35,1.806 +NE,55922431010538,native,40,2.224 +NE,55922431010538,native,45,2.662 +NE,55922431010538,native,50,3.115 +NE,55922431010538,native,55,3.575 +NE,55922431010538,native,60,4.036 +NE,55922431010538,native,65,4.503 +NE,55922431010538,native,70,4.972 +NE,55922431010538,native,75,5.443 +NE,55922431010538,native,80,5.901 +NE,55922431010538,native,85,6.354 +NE,55922431010538,native,90,6.797 +NE,55922431010538,native,95,7.235 +NE,55922431010538,native,100,7.671 +NE,55922533010538,native,0,113.816 +NE,55922533010538,native,5,140.4 +NE,55922533010538,native,10,162.33 +NE,55922533010538,native,15,182.797 +NE,55922533010538,native,20,202.812 +NE,55922533010538,native,25,221.912 +NE,55922533010538,native,30,240.267 +NE,55922533010538,native,35,257.768 +NE,55922533010538,native,40,274.551 +NE,55922533010538,native,45,290.607 +NE,55922533010538,native,50,306.038 +NE,55922533010538,native,55,320.931 +NE,55922533010538,native,60,334.78 +NE,55922533010538,native,65,348.42 +NE,55922533010538,native,70,361.974 +NE,55922533010538,native,75,369.11 +NE,55922533010538,native,80,375.618 +NE,55922533010538,native,85,381.921 +NE,55922533010538,native,90,387.692 +NE,55922533010538,native,95,393.312 +NE,55922533010538,native,100,398.702 +NE,55922232010538,native,0,14.978 +NE,55922232010538,native,5,28.092 +NE,55922232010538,native,10,40.865 +NE,55922232010538,native,15,53.469 +NE,55922232010538,native,20,64.84 +NE,55922232010538,native,25,76.336 +NE,55922232010538,native,30,88.184 +NE,55922232010538,native,35,100.326 +NE,55922232010538,native,40,112.57 +NE,55922232010538,native,45,123.149 +NE,55922232010538,native,50,128.902 +NE,55922232010538,native,55,133.961 +NE,55922232010538,native,60,138.669 +NE,55922232010538,native,65,143.107 +NE,55922232010538,native,70,147.23 +NE,55922232010538,native,75,151.096 +NE,55922232010538,native,80,154.696 +NE,55922232010538,native,85,158.083 +NE,55922232010538,native,90,158.697 +NE,55922232010538,native,95,159.732 +NE,55922232010538,native,100,160.63 +NE,55922391010538,native,0,0.15 +NE,55922391010538,native,5,0.486 +NE,55922391010538,native,10,1.264 +NE,55922391010538,native,15,2.744 +NE,55922391010538,native,20,4.848 +NE,55922391010538,native,25,7.429 +NE,55922391010538,native,30,10.32 +NE,55922391010538,native,35,13.415 +NE,55922391010538,native,40,16.653 +NE,55922391010538,native,45,19.934 +NE,55922391010538,native,50,23.26 +NE,55922391010538,native,55,26.527 +NE,55922391010538,native,60,29.637 +NE,55922391010538,native,65,32.836 +NE,55922391010538,native,70,35.881 +NE,55922391010538,native,75,38.924 +NE,55922391010538,native,80,41.976 +NE,55922391010538,native,85,44.964 +NE,55922391010538,native,90,47.965 +NE,55922391010538,native,95,50.816 +NE,55922391010538,native,100,53.625 +NE,55922475010538,native,0,0.0 +NE,55922296010538,native,0,24.22 +NE,55922296010538,native,5,36.162 +NE,55922296010538,native,10,50.087 +NE,55922296010538,native,15,61.717 +NE,55922296010538,native,20,70.382 +NE,55922296010538,native,25,77.987 +NE,55922296010538,native,30,84.892 +NE,55922296010538,native,35,91.543 +NE,55922296010538,native,40,99.53 +NE,55922296010538,native,45,105.582 +NE,55922296010538,native,50,111.227 +NE,55922296010538,native,55,116.785 +NE,55922296010538,native,60,122.209 +NE,55922296010538,native,65,127.667 +NE,55922296010538,native,70,132.772 +NE,55922296010538,native,75,136.832 +NE,55922296010538,native,80,139.906 +NE,55922296010538,native,85,142.896 +NE,55922296010538,native,90,145.808 +NE,55922296010538,native,95,148.667 +NE,55922296010538,native,100,151.42 +NE,55922624010538,native,0,42.405 +NE,55922624010538,native,5,53.442 +NE,55922624010538,native,10,62.492 +NE,55922624010538,native,15,69.282 +NE,55922624010538,native,20,75.821 +NE,55922624010538,native,25,82.557 +NE,55922624010538,native,30,89.306 +NE,55922624010538,native,35,95.669 +NE,55922624010538,native,40,102.137 +NE,55922624010538,native,45,108.372 +NE,55922624010538,native,50,114.338 +NE,55922624010538,native,55,120.553 +NE,55922624010538,native,60,126.394 +NE,55922624010538,native,65,132.446 +NE,55922624010538,native,70,138.12 +NE,55922624010538,native,75,141.812 +NE,55922624010538,native,80,145.196 +NE,55922624010538,native,85,148.512 +NE,55922624010538,native,90,151.695 +NE,55922624010538,native,95,154.831 +NE,55922624010538,native,100,157.847 +NE,55922682010538,native,0,15.229 +NE,55922682010538,native,5,22.585 +NE,55922682010538,native,10,29.65 +NE,55922682010538,native,15,36.672 +NE,55922682010538,native,20,43.375 +NE,55922682010538,native,25,48.632 +NE,55922682010538,native,30,51.704 +NE,55922682010538,native,35,54.563 +NE,55922682010538,native,40,57.258 +NE,55922682010538,native,45,59.765 +NE,55922682010538,native,50,62.114 +NE,55922682010538,native,55,64.312 +NE,55922682010538,native,60,66.372 +NE,55922682010538,native,65,68.301 +NE,55922682010538,native,70,70.119 +NE,55922682010538,native,75,71.836 +NE,55922682010538,native,80,73.456 +NE,55922682010538,native,85,74.984 +NE,55922682010538,native,90,76.441 +NE,55922682010538,native,95,77.825 +NE,55922682010538,native,100,79.144 +NE,55922903010538,native,0,0.535 +NE,55922903010538,native,5,1.092 +NE,55922903010538,native,10,2.001 +NE,55922903010538,native,15,3.184 +NE,55922903010538,native,20,4.623 +NE,55922903010538,native,25,6.301 +NE,55922903010538,native,30,8.173 +NE,55922903010538,native,35,10.196 +NE,55922903010538,native,40,12.386 +NE,55922903010538,native,45,14.646 +NE,55922903010538,native,50,17.006 +NE,55922903010538,native,55,19.405 +NE,55922903010538,native,60,21.833 +NE,55922903010538,native,65,24.218 +NE,55922903010538,native,70,26.627 +NE,55922903010538,native,75,28.979 +NE,55922903010538,native,80,31.302 +NE,55922903010538,native,85,33.572 +NE,55922903010538,native,90,35.79 +NE,55922903010538,native,95,37.953 +NE,55922903010538,native,100,40.035 +NE,55922872010538,native,0,0.125 +NE,55922872010538,native,5,0.397 +NE,55922872010538,native,10,1.011 +NE,55922872010538,native,15,2.082 +NE,55922872010538,native,20,3.645 +NE,55922872010538,native,25,5.509 +NE,55922872010538,native,30,7.605 +NE,55922872010538,native,35,9.836 +NE,55922872010538,native,40,12.17 +NE,55922872010538,native,45,14.574 +NE,55922872010538,native,50,17.009 +NE,55922872010538,native,55,19.435 +NE,55922872010538,native,60,21.907 +NE,55922872010538,native,65,24.245 +NE,55922872010538,native,70,26.572 +NE,55922872010538,native,75,28.826 +NE,55922872010538,native,80,30.97 +NE,55922872010538,native,85,33.053 +NE,55922872010538,native,90,35.061 +NE,55922872010538,native,95,36.957 +NE,55922872010538,native,100,38.773 +NE,55923094010538,native,0,0.798 +NE,55923094010538,native,5,1.63 +NE,55923094010538,native,10,3.023 +NE,55923094010538,native,15,4.913 +NE,55923094010538,native,20,7.316 +NE,55923094010538,native,25,10.026 +NE,55923094010538,native,30,13.044 +NE,55923094010538,native,35,16.257 +NE,55923094010538,native,40,19.573 +NE,55923094010538,native,45,22.983 +NE,55923094010538,native,50,26.398 +NE,55923094010538,native,55,29.932 +NE,55923094010538,native,60,33.435 +NE,55923094010538,native,65,37.017 +NE,55923094010538,native,70,40.561 +NE,55923094010538,native,75,44.035 +NE,55923094010538,native,80,47.474 +NE,55923094010538,native,85,50.898 +NE,55923094010538,native,90,54.259 +NE,55923094010538,native,95,57.517 +NE,55923094010538,native,100,60.73 +NE,55923203010538,native,0,15.422 +NE,55923203010538,native,5,30.333 +NE,55923203010538,native,10,41.14 +NE,55923203010538,native,15,50.536 +NE,55923203010538,native,20,58.92 +NE,55923203010538,native,25,67.461 +NE,55923203010538,native,30,75.825 +NE,55923203010538,native,35,84.38 +NE,55923203010538,native,40,93.726 +NE,55923203010538,native,45,102.109 +NE,55923203010538,native,50,111.621 +NE,55923203010538,native,55,121.736 +NE,55923203010538,native,60,132.485 +NE,55923203010538,native,65,143.385 +NE,55923203010538,native,70,153.083 +NE,55923203010538,native,75,161.294 +NE,55923203010538,native,80,170.202 +NE,55923203010538,native,85,174.014 +NE,55923203010538,native,90,178.369 +NE,55923203010538,native,95,182.43 +NE,55923203010538,native,100,186.393 +NE,55922770010538,native,0,1.2 +NE,55922770010538,native,5,2.548 +NE,55922770010538,native,10,4.563 +NE,55922770010538,native,15,7.238 +NE,55922770010538,native,20,10.425 +NE,55922770010538,native,25,13.907 +NE,55922770010538,native,30,17.5 +NE,55922770010538,native,35,21.166 +NE,55922770010538,native,40,24.832 +NE,55922770010538,native,45,28.513 +NE,55922770010538,native,50,32.2 +NE,55922770010538,native,55,35.876 +NE,55922770010538,native,60,39.619 +NE,55922770010538,native,65,43.313 +NE,55922770010538,native,70,47.066 +NE,55922770010538,native,75,50.757 +NE,55922770010538,native,80,54.447 +NE,55922770010538,native,85,58.071 +NE,55922770010538,native,90,61.62 +NE,55922770010538,native,95,65.103 +NE,55922770010538,native,100,68.527 +NE,55923008010538,native,0,0.108 +NE,55923008010538,native,5,0.245 +NE,55923008010538,native,10,0.467 +NE,55923008010538,native,15,0.785 +NE,55923008010538,native,20,1.204 +NE,55923008010538,native,25,1.73 +NE,55923008010538,native,30,2.349 +NE,55923008010538,native,35,3.041 +NE,55923008010538,native,40,3.794 +NE,55923008010538,native,45,4.645 +NE,55923008010538,native,50,5.498 +NE,55923008010538,native,55,6.429 +NE,55923008010538,native,60,7.396 +NE,55923008010538,native,65,8.363 +NE,55923008010538,native,70,9.389 +NE,55923008010538,native,75,10.423 +NE,55923008010538,native,80,11.474 +NE,55923008010538,native,85,12.521 +NE,55923008010538,native,90,13.59 +NE,55923008010538,native,95,14.641 +NE,55923008010538,native,100,15.724 +NE,55923480010538,native,0,0.353 +NE,55923480010538,native,5,0.671 +NE,55923480010538,native,10,1.126 +NE,55923480010538,native,15,1.714 +NE,55923480010538,native,20,2.433 +NE,55923480010538,native,25,3.265 +NE,55923480010538,native,30,4.214 +NE,55923480010538,native,35,5.246 +NE,55923480010538,native,40,6.384 +NE,55923480010538,native,45,7.617 +NE,55923480010538,native,50,8.892 +NE,55923480010538,native,55,10.219 +NE,55923480010538,native,60,11.565 +NE,55923480010538,native,65,12.941 +NE,55923480010538,native,70,14.293 +NE,55923480010538,native,75,15.661 +NE,55923480010538,native,80,17.053 +NE,55923480010538,native,85,18.472 +NE,55923480010538,native,90,19.888 +NE,55923480010538,native,95,21.276 +NE,55923480010538,native,100,22.637 +NE,55923366010538,native,0,8.221 +NE,55923366010538,native,5,20.62 +NE,55923366010538,native,10,36.023 +NE,55923366010538,native,15,49.984 +NE,55923366010538,native,20,62.711 +NE,55923366010538,native,25,73.714 +NE,55923366010538,native,30,78.753 +NE,55923366010538,native,35,82.964 +NE,55923366010538,native,40,86.422 +NE,55923366010538,native,45,89.309 +NE,55923366010538,native,50,91.787 +NE,55923366010538,native,55,94.079 +NE,55923366010538,native,60,96.185 +NE,55923366010538,native,65,98.111 +NE,55923366010538,native,70,99.892 +NE,55923366010538,native,75,101.548 +NE,55923366010538,native,80,103.093 +NE,55923366010538,native,85,104.526 +NE,55923366010538,native,90,105.881 +NE,55923366010538,native,95,107.156 +NE,55923366010538,native,100,108.356 +NE,55923407010538,native,0,0.124 +NE,55923407010538,native,5,0.283 +NE,55923407010538,native,10,0.597 +NE,55923407010538,native,15,1.003 +NE,55923407010538,native,20,1.497 +NE,55923407010538,native,25,2.064 +NE,55923407010538,native,30,2.679 +NE,55923407010538,native,35,3.33 +NE,55923407010538,native,40,4.013 +NE,55923407010538,native,45,4.708 +NE,55923407010538,native,50,5.413 +NE,55923407010538,native,55,6.115 +NE,55923407010538,native,60,6.813 +NE,55923407010538,native,65,7.506 +NE,55923407010538,native,70,8.188 +NE,55923407010538,native,75,8.852 +NE,55923407010538,native,80,9.502 +NE,55923407010538,native,85,10.137 +NE,55923407010538,native,90,10.751 +NE,55923407010538,native,95,11.346 +NE,55923407010538,native,100,11.925 +NE,55923589010538,native,0,0.677 +NE,55923589010538,native,5,1.421 +NE,55923589010538,native,10,2.576 +NE,55923589010538,native,15,4.22 +NE,55923589010538,native,20,6.256 +NE,55923589010538,native,25,8.627 +NE,55923589010538,native,30,11.253 +NE,55923589010538,native,35,14.033 +NE,55923589010538,native,40,16.921 +NE,55923589010538,native,45,19.868 +NE,55923589010538,native,50,22.855 +NE,55923589010538,native,55,25.82 +NE,55923589010538,native,60,28.766 +NE,55923589010538,native,65,31.658 +NE,55923589010538,native,70,34.527 +NE,55923589010538,native,75,37.364 +NE,55923589010538,native,80,40.175 +NE,55923589010538,native,85,42.972 +NE,55923589010538,native,90,45.727 +NE,55923589010538,native,95,48.405 +NE,55923589010538,native,100,51.071 +NE,55923306010538,native,0,21.204 +NE,55923306010538,native,5,36.13 +NE,55923306010538,native,10,50.039 +NE,55923306010538,native,15,65.345 +NE,55923306010538,native,20,80.39 +NE,55923306010538,native,25,86.374 +NE,55923306010538,native,30,94.238 +NE,55923306010538,native,35,100.034 +NE,55923306010538,native,40,105.518 +NE,55923306010538,native,45,111.02 +NE,55923306010538,native,50,116.111 +NE,55923306010538,native,55,121.131 +NE,55923306010538,native,60,126.04 +NE,55923306010538,native,65,127.908 +NE,55923306010538,native,70,130.13 +NE,55923306010538,native,75,132.234 +NE,55923306010538,native,80,134.186 +NE,55923306010538,native,85,135.998 +NE,55923306010538,native,90,137.816 +NE,55923306010538,native,95,139.598 +NE,55923306010538,native,100,141.234 +NE,55923941010538,native,0,0.253 +NE,55923941010538,native,5,0.613 +NE,55923941010538,native,10,1.264 +NE,55923941010538,native,15,2.291 +NE,55923941010538,native,20,3.675 +NE,55923941010538,native,25,5.228 +NE,55923941010538,native,30,6.942 +NE,55923941010538,native,35,8.788 +NE,55923941010538,native,40,10.684 +NE,55923941010538,native,45,12.729 +NE,55923941010538,native,50,14.884 +NE,55923941010538,native,55,17.012 +NE,55923941010538,native,60,19.172 +NE,55923941010538,native,65,21.442 +NE,55923941010538,native,70,23.594 +NE,55923941010538,native,75,25.764 +NE,55923941010538,native,80,27.916 +NE,55923941010538,native,85,30.142 +NE,55923941010538,native,90,32.333 +NE,55923941010538,native,95,34.5 +NE,55923941010538,native,100,36.628 +NE,55924068010538,native,0,0.015 +NE,55924068010538,native,5,0.056 +NE,55924068010538,native,10,0.114 +NE,55924068010538,native,15,0.182 +NE,55924068010538,native,20,0.26 +NE,55924068010538,native,25,0.336 +NE,55924068010538,native,30,0.406 +NE,55924068010538,native,35,0.474 +NE,55924068010538,native,40,0.536 +NE,55924068010538,native,45,0.595 +NE,55924068010538,native,50,0.65 +NE,55924068010538,native,55,0.704 +NE,55924068010538,native,60,0.76 +NE,55924068010538,native,65,0.815 +NE,55924068010538,native,70,0.871 +NE,55924068010538,native,75,0.928 +NE,55924068010538,native,80,0.985 +NE,55924068010538,native,85,1.042 +NE,55924068010538,native,90,1.1 +NE,55924068010538,native,95,1.158 +NE,55924068010538,native,100,1.216 +NE,55923820010538,native,0,25.026 +NE,55923820010538,native,5,33.902 +NE,55923820010538,native,10,43.742 +NE,55923820010538,native,15,53.84 +NE,55923820010538,native,20,65.026 +NE,55923820010538,native,25,77.396 +NE,55923820010538,native,30,89.611 +NE,55923820010538,native,35,102.488 +NE,55923820010538,native,40,109.317 +NE,55923820010538,native,45,117.852 +NE,55923820010538,native,50,125.783 +NE,55923820010538,native,55,132.241 +NE,55923820010538,native,60,137.218 +NE,55923820010538,native,65,141.142 +NE,55923820010538,native,70,144.771 +NE,55923820010538,native,75,148.254 +NE,55923820010538,native,80,151.576 +NE,55923820010538,native,85,154.65 +NE,55923820010538,native,90,157.599 +NE,55923820010538,native,95,160.496 +NE,55923820010538,native,100,163.397 +NE,55923704010538,native,0,16.079 +NE,55923704010538,native,5,26.81 +NE,55923704010538,native,10,39.784 +NE,55923704010538,native,15,53.409 +NE,55923704010538,native,20,68.291 +NE,55923704010538,native,25,78.533 +NE,55923704010538,native,30,86.031 +NE,55923704010538,native,35,93.101 +NE,55923704010538,native,40,100.191 +NE,55923704010538,native,45,106.787 +NE,55923704010538,native,50,112.961 +NE,55923704010538,native,55,119.166 +NE,55923704010538,native,60,125.134 +NE,55923704010538,native,65,130.888 +NE,55923704010538,native,70,136.681 +NE,55923704010538,native,75,141.156 +NE,55923704010538,native,80,144.708 +NE,55923704010538,native,85,148.186 +NE,55923704010538,native,90,151.479 +NE,55923704010538,native,95,154.449 +NE,55923704010538,native,100,157.515 +NE,55924024010538,native,0,0.111 +NE,55924024010538,native,5,0.394 +NE,55924024010538,native,10,0.966 +NE,55924024010538,native,15,2.05 +NE,55924024010538,native,20,3.547 +NE,55924024010538,native,25,5.28 +NE,55924024010538,native,30,7.177 +NE,55924024010538,native,35,9.197 +NE,55924024010538,native,40,11.266 +NE,55924024010538,native,45,13.342 +NE,55924024010538,native,50,15.447 +NE,55924024010538,native,55,17.471 +NE,55924024010538,native,60,19.444 +NE,55924024010538,native,65,21.37 +NE,55924024010538,native,70,23.243 +NE,55924024010538,native,75,25.03 +NE,55924024010538,native,80,26.728 +NE,55924024010538,native,85,28.375 +NE,55924024010538,native,90,29.979 +NE,55924024010538,native,95,31.497 +NE,55924024010538,native,100,33.022 +NE,168930863010661,native,0,0.156 +NE,168930863010661,native,5,0.268 +NE,168930863010661,native,10,0.417 +NE,168930863010661,native,15,0.599 +NE,168930863010661,native,20,0.818 +NE,168930863010661,native,25,1.066 +NE,168930863010661,native,30,1.34 +NE,168930863010661,native,35,1.635 +NE,168930863010661,native,40,1.959 +NE,168930863010661,native,45,2.297 +NE,168930863010661,native,50,2.673 +NE,168930863010661,native,55,3.049 +NE,168930863010661,native,60,3.457 +NE,168930863010661,native,65,3.896 +NE,168930863010661,native,70,4.313 +NE,168930863010661,native,75,4.749 +NE,168930863010661,native,80,5.212 +NE,168930863010661,native,85,5.68 +NE,168930863010661,native,90,6.163 +NE,168930863010661,native,95,6.647 +NE,168930863010661,native,100,7.147 +NE,168930891010661,native,0,0.983 +NE,168930891010661,native,5,2.094 +NE,168930891010661,native,10,3.889 +NE,168930891010661,native,15,6.389 +NE,168930891010661,native,20,9.45 +NE,168930891010661,native,25,12.801 +NE,168930891010661,native,30,16.302 +NE,168930891010661,native,35,19.807 +NE,168930891010661,native,40,23.382 +NE,168930891010661,native,45,27.043 +NE,168930891010661,native,50,30.764 +NE,168930891010661,native,55,34.569 +NE,168930891010661,native,60,38.45 +NE,168930891010661,native,65,42.367 +NE,168930891010661,native,70,46.376 +NE,168930891010661,native,75,50.372 +NE,168930891010661,native,80,54.407 +NE,168930891010661,native,85,58.412 +NE,168930891010661,native,90,62.491 +NE,168930891010661,native,95,66.504 +NE,168930891010661,native,100,70.556 +NE,168930917010661,native,0,0.0 +NE,168930943010661,native,0,0.242 +NE,168930943010661,native,5,0.617 +NE,168930943010661,native,10,1.271 +NE,168930943010661,native,15,2.31 +NE,168930943010661,native,20,3.617 +NE,168930943010661,native,25,5.185 +NE,168930943010661,native,30,6.94 +NE,168930943010661,native,35,8.834 +NE,168930943010661,native,40,10.872 +NE,168930943010661,native,45,12.986 +NE,168930943010661,native,50,15.171 +NE,168930943010661,native,55,17.341 +NE,168930943010661,native,60,19.536 +NE,168930943010661,native,65,21.715 +NE,168930943010661,native,70,23.893 +NE,168930943010661,native,75,26.049 +NE,168930943010661,native,80,28.19 +NE,168930943010661,native,85,30.315 +NE,168930943010661,native,90,32.369 +NE,168930943010661,native,95,34.395 +NE,168930943010661,native,100,36.364 +NE,168930947010661,native,0,0.313 +NE,168930947010661,native,5,0.745 +NE,168930947010661,native,10,1.461 +NE,168930947010661,native,15,2.451 +NE,168930947010661,native,20,3.702 +NE,168930947010661,native,25,5.17 +NE,168930947010661,native,30,6.844 +NE,168930947010661,native,35,8.632 +NE,168930947010661,native,40,10.551 +NE,168930947010661,native,45,12.567 +NE,168930947010661,native,50,14.699 +NE,168930947010661,native,55,16.876 +NE,168930947010661,native,60,19.1 +NE,168930947010661,native,65,21.352 +NE,168930947010661,native,70,23.625 +NE,168930947010661,native,75,25.917 +NE,168930947010661,native,80,28.227 +NE,168930947010661,native,85,30.487 +NE,168930947010661,native,90,32.749 +NE,168930947010661,native,95,34.981 +NE,168930947010661,native,100,37.185 +NE,168930975010661,native,0,0.0 +NE,168930961010661,native,0,0.065 +NE,168930961010661,native,5,0.215 +NE,168930961010661,native,10,0.501 +NE,168930961010661,native,15,0.955 +NE,168930961010661,native,20,1.614 +NE,168930961010661,native,25,2.466 +NE,168930961010661,native,30,3.468 +NE,168930961010661,native,35,4.641 +NE,168930961010661,native,40,5.94 +NE,168930961010661,native,45,7.36 +NE,168930961010661,native,50,8.866 +NE,168930961010661,native,55,10.48 +NE,168930961010661,native,60,12.095 +NE,168930961010661,native,65,13.775 +NE,168930961010661,native,70,15.495 +NE,168930961010661,native,75,17.206 +NE,168930961010661,native,80,18.987 +NE,168930961010661,native,85,20.774 +NE,168930961010661,native,90,22.567 +NE,168930961010661,native,95,24.354 +NE,168930961010661,native,100,26.104 +NE,168930929010661,native,0,0.371 +NE,168930929010661,native,5,0.642 +NE,168930929010661,native,10,1.03 +NE,168930929010661,native,15,1.556 +NE,168930929010661,native,20,2.186 +NE,168930929010661,native,25,2.888 +NE,168930929010661,native,30,3.662 +NE,168930929010661,native,35,4.504 +NE,168930929010661,native,40,5.356 +NE,168930929010661,native,45,6.252 +NE,168930929010661,native,50,7.192 +NE,168930929010661,native,55,8.134 +NE,168930929010661,native,60,9.128 +NE,168930929010661,native,65,10.114 +NE,168930929010661,native,70,11.084 +NE,168930929010661,native,75,12.09 +NE,168930929010661,native,80,13.08 +NE,168930929010661,native,85,14.05 +NE,168930929010661,native,90,15.022 +NE,168930929010661,native,95,15.957 +NE,168930929010661,native,100,16.864 +NE,168930923010661,native,0,0.0 +NE,168930957010661,native,0,0.145 +NE,168930957010661,native,5,0.386 +NE,168930957010661,native,10,0.793 +NE,168930957010661,native,15,1.467 +NE,168930957010661,native,20,2.287 +NE,168930957010661,native,25,3.24 +NE,168930957010661,native,30,4.298 +NE,168930957010661,native,35,5.413 +NE,168930957010661,native,40,6.582 +NE,168930957010661,native,45,7.798 +NE,168930957010661,native,50,9.011 +NE,168930957010661,native,55,10.26 +NE,168930957010661,native,60,11.482 +NE,168930957010661,native,65,12.705 +NE,168930957010661,native,70,13.897 +NE,168930957010661,native,75,15.113 +NE,168930957010661,native,80,16.302 +NE,168930957010661,native,85,17.435 +NE,168930957010661,native,90,18.579 +NE,168930957010661,native,95,19.642 +NE,168930957010661,native,100,20.663 +NE,168930997010661,native,0,0.46 +NE,168930997010661,native,5,0.84 +NE,168930997010661,native,10,1.379 +NE,168930997010661,native,15,2.045 +NE,168930997010661,native,20,2.853 +NE,168930997010661,native,25,3.78 +NE,168930997010661,native,30,4.822 +NE,168930997010661,native,35,5.96 +NE,168930997010661,native,40,7.197 +NE,168930997010661,native,45,8.515 +NE,168930997010661,native,50,9.884 +NE,168930997010661,native,55,11.339 +NE,168930997010661,native,60,12.835 +NE,168930997010661,native,65,14.354 +NE,168930997010661,native,70,15.891 +NE,168930997010661,native,75,17.469 +NE,168930997010661,native,80,19.039 +NE,168930997010661,native,85,20.609 +NE,168930997010661,native,90,22.191 +NE,168930997010661,native,95,23.754 +NE,168930997010661,native,100,25.3 +NE,168931015010661,native,0,0.602 +NE,168931015010661,native,5,1.041 +NE,168931015010661,native,10,1.64 +NE,168931015010661,native,15,2.412 +NE,168931015010661,native,20,3.358 +NE,168931015010661,native,25,4.475 +NE,168931015010661,native,30,5.731 +NE,168931015010661,native,35,7.132 +NE,168931015010661,native,40,8.642 +NE,168931015010661,native,45,10.259 +NE,168931015010661,native,50,11.962 +NE,168931015010661,native,55,13.727 +NE,168931015010661,native,60,15.582 +NE,168931015010661,native,65,17.459 +NE,168931015010661,native,70,19.382 +NE,168931015010661,native,75,21.351 +NE,168931015010661,native,80,23.316 +NE,168931015010661,native,85,25.305 +NE,168931015010661,native,90,27.289 +NE,168931015010661,native,95,29.252 +NE,168931015010661,native,100,31.186 +NE,168930949010661,native,0,0.398 +NE,168930949010661,native,5,0.759 +NE,168930949010661,native,10,1.291 +NE,168930949010661,native,15,1.992 +NE,168930949010661,native,20,2.86 +NE,168930949010661,native,25,3.843 +NE,168930949010661,native,30,4.965 +NE,168930949010661,native,35,6.197 +NE,168930949010661,native,40,7.522 +NE,168930949010661,native,45,8.916 +NE,168930949010661,native,50,10.383 +NE,168930949010661,native,55,11.911 +NE,168930949010661,native,60,13.507 +NE,168930949010661,native,65,15.122 +NE,168930949010661,native,70,16.765 +NE,168930949010661,native,75,18.397 +NE,168930949010661,native,80,20.031 +NE,168930949010661,native,85,21.676 +NE,168930949010661,native,90,23.312 +NE,168930949010661,native,95,24.923 +NE,168930949010661,native,100,26.519 +NE,168931017010661,native,0,0.0 +NE,168930989010661,native,0,0.014 +NE,168930989010661,native,5,0.067 +NE,168930989010661,native,10,0.167 +NE,168930989010661,native,15,0.339 +NE,168930989010661,native,20,0.606 +NE,168930989010661,native,25,0.939 +NE,168930989010661,native,30,1.326 +NE,168930989010661,native,35,1.736 +NE,168930989010661,native,40,2.184 +NE,168930989010661,native,45,2.657 +NE,168930989010661,native,50,3.155 +NE,168930989010661,native,55,3.648 +NE,168930989010661,native,60,4.152 +NE,168930989010661,native,65,4.664 +NE,168930989010661,native,70,5.159 +NE,168930989010661,native,75,5.654 +NE,168930989010661,native,80,6.149 +NE,168930989010661,native,85,6.632 +NE,168930989010661,native,90,7.102 +NE,168930989010661,native,95,7.556 +NE,168930989010661,native,100,8.015 +NE,168930955010661,native,0,0.394 +NE,168930955010661,native,5,0.797 +NE,168930955010661,native,10,1.382 +NE,168930955010661,native,15,2.133 +NE,168930955010661,native,20,3.01 +NE,168930955010661,native,25,3.971 +NE,168930955010661,native,30,5.051 +NE,168930955010661,native,35,6.207 +NE,168930955010661,native,40,7.348 +NE,168930955010661,native,45,8.628 +NE,168930955010661,native,50,9.918 +NE,168930955010661,native,55,11.183 +NE,168930955010661,native,60,12.47 +NE,168930955010661,native,65,13.749 +NE,168930955010661,native,70,15.054 +NE,168930955010661,native,75,16.369 +NE,168930955010661,native,80,17.618 +NE,168930955010661,native,85,18.895 +NE,168930955010661,native,90,20.169 +NE,168930955010661,native,95,21.415 +NE,168930955010661,native,100,22.65 +NE,168931013010661,native,0,0.201 +NE,168931013010661,native,5,0.364 +NE,168931013010661,native,10,0.595 +NE,168931013010661,native,15,0.889 +NE,168931013010661,native,20,1.25 +NE,168931013010661,native,25,1.646 +NE,168931013010661,native,30,2.094 +NE,168931013010661,native,35,2.585 +NE,168931013010661,native,40,3.101 +NE,168931013010661,native,45,3.648 +NE,168931013010661,native,50,4.233 +NE,168931013010661,native,55,4.831 +NE,168931013010661,native,60,5.493 +NE,168931013010661,native,65,6.154 +NE,168931013010661,native,70,6.817 +NE,168931013010661,native,75,7.5 +NE,168931013010661,native,80,8.182 +NE,168931013010661,native,85,8.88 +NE,168931013010661,native,90,9.56 +NE,168931013010661,native,95,10.246 +NE,168931013010661,native,100,10.893 +NE,168930977010661,native,0,0.299 +NE,168930977010661,native,5,0.623 +NE,168930977010661,native,10,1.148 +NE,168930977010661,native,15,1.891 +NE,168930977010661,native,20,2.829 +NE,168930977010661,native,25,3.949 +NE,168930977010661,native,30,5.229 +NE,168930977010661,native,35,6.692 +NE,168930977010661,native,40,8.279 +NE,168930977010661,native,45,9.956 +NE,168930977010661,native,50,11.717 +NE,168930977010661,native,55,13.57 +NE,168930977010661,native,60,15.478 +NE,168930977010661,native,65,17.421 +NE,168930977010661,native,70,19.374 +NE,168930977010661,native,75,21.312 +NE,168930977010661,native,80,23.311 +NE,168930977010661,native,85,25.29 +NE,168930977010661,native,90,27.232 +NE,168930977010661,native,95,29.152 +NE,168930977010661,native,100,31.116 +NE,168930963010661,native,0,0.142 +NE,168930963010661,native,5,0.307 +NE,168930963010661,native,10,0.573 +NE,168930963010661,native,15,0.94 +NE,168930963010661,native,20,1.405 +NE,168930963010661,native,25,1.954 +NE,168930963010661,native,30,2.583 +NE,168930963010661,native,35,3.292 +NE,168930963010661,native,40,4.056 +NE,168930963010661,native,45,4.869 +NE,168930963010661,native,50,5.721 +NE,168930963010661,native,55,6.632 +NE,168930963010661,native,60,7.568 +NE,168930963010661,native,65,8.526 +NE,168930963010661,native,70,9.535 +NE,168930963010661,native,75,10.551 +NE,168930963010661,native,80,11.588 +NE,168930963010661,native,85,12.632 +NE,168930963010661,native,90,13.705 +NE,168930963010661,native,95,14.749 +NE,168930963010661,native,100,15.83 +NE,168930987010661,native,0,0.179 +NE,168930987010661,native,5,0.608 +NE,168930987010661,native,10,1.338 +NE,168930987010661,native,15,2.386 +NE,168930987010661,native,20,3.798 +NE,168930987010661,native,25,5.545 +NE,168930987010661,native,30,7.574 +NE,168930987010661,native,35,9.791 +NE,168930987010661,native,40,12.138 +NE,168930987010661,native,45,14.656 +NE,168930987010661,native,50,17.282 +NE,168930987010661,native,55,19.979 +NE,168930987010661,native,60,22.744 +NE,168930987010661,native,65,25.469 +NE,168930987010661,native,70,28.191 +NE,168930987010661,native,75,30.982 +NE,168930987010661,native,80,33.695 +NE,168930987010661,native,85,36.355 +NE,168930987010661,native,90,38.959 +NE,168930987010661,native,95,41.505 +NE,168930987010661,native,100,44.009 +NE,168930879010661,native,0,0.0 +NE,168930869010661,native,0,0.547 +NE,168930869010661,native,5,1.381 +NE,168930869010661,native,10,2.743 +NE,168930869010661,native,15,4.744 +NE,168930869010661,native,20,7.315 +NE,168930869010661,native,25,10.345 +NE,168930869010661,native,30,13.675 +NE,168930869010661,native,35,17.249 +NE,168930869010661,native,40,20.986 +NE,168930869010661,native,45,24.837 +NE,168930869010661,native,50,28.756 +NE,168930869010661,native,55,32.723 +NE,168930869010661,native,60,36.805 +NE,168930869010661,native,65,40.946 +NE,168930869010661,native,70,45.126 +NE,168930869010661,native,75,49.534 +NE,168930869010661,native,80,53.921 +NE,168930869010661,native,85,58.444 +NE,168930869010661,native,90,63.026 +NE,168930869010661,native,95,67.703 +NE,168930869010661,native,100,72.31 +NE,168931007010661,native,0,0.507 +NE,168931007010661,native,5,1.101 +NE,168931007010661,native,10,2.054 +NE,168931007010661,native,15,3.333 +NE,168931007010661,native,20,4.837 +NE,168931007010661,native,25,6.506 +NE,168931007010661,native,30,8.282 +NE,168931007010661,native,35,10.087 +NE,168931007010661,native,40,11.917 +NE,168931007010661,native,45,13.667 +NE,168931007010661,native,50,15.462 +NE,168931007010661,native,55,17.211 +NE,168931007010661,native,60,18.89 +NE,168931007010661,native,65,20.543 +NE,168931007010661,native,70,22.092 +NE,168931007010661,native,75,23.605 +NE,168931007010661,native,80,25.083 +NE,168931007010661,native,85,26.524 +NE,168931007010661,native,90,27.965 +NE,168931007010661,native,95,29.33 +NE,168931007010661,native,100,30.675 +NE,168930899010661,native,0,0.859 +NE,168930899010661,native,5,1.555 +NE,168930899010661,native,10,2.517 +NE,168930899010661,native,15,3.677 +NE,168930899010661,native,20,5.017 +NE,168930899010661,native,25,6.484 +NE,168930899010661,native,30,8.057 +NE,168930899010661,native,35,9.708 +NE,168930899010661,native,40,11.472 +NE,168930899010661,native,45,13.254 +NE,168930899010661,native,50,15.042 +NE,168930899010661,native,55,16.846 +NE,168930899010661,native,60,18.674 +NE,168930899010661,native,65,20.504 +NE,168930899010661,native,70,22.305 +NE,168930899010661,native,75,24.113 +NE,168930899010661,native,80,25.877 +NE,168930899010661,native,85,27.613 +NE,168930899010661,native,90,29.332 +NE,168930899010661,native,95,31.018 +NE,168930899010661,native,100,32.648 +NE,168930875010661,native,0,0.32 +NE,168930875010661,native,5,0.58 +NE,168930875010661,native,10,0.947 +NE,168930875010661,native,15,1.418 +NE,168930875010661,native,20,1.986 +NE,168930875010661,native,25,2.638 +NE,168930875010661,native,30,3.359 +NE,168930875010661,native,35,4.156 +NE,168930875010661,native,40,5.0 +NE,168930875010661,native,45,5.897 +NE,168930875010661,native,50,6.84 +NE,168930875010661,native,55,7.812 +NE,168930875010661,native,60,8.807 +NE,168930875010661,native,65,9.81 +NE,168930875010661,native,70,10.832 +NE,168930875010661,native,75,11.877 +NE,168930875010661,native,80,12.917 +NE,168930875010661,native,85,13.948 +NE,168930875010661,native,90,14.968 +NE,168930875010661,native,95,15.981 +NE,168930875010661,native,100,16.955 +NE,168930883010661,native,0,0.009 +NE,168930883010661,native,5,0.03 +NE,168930883010661,native,10,0.072 +NE,168930883010661,native,15,0.146 +NE,168930883010661,native,20,0.264 +NE,168930883010661,native,25,0.422 +NE,168930883010661,native,30,0.616 +NE,168930883010661,native,35,0.851 +NE,168930883010661,native,40,1.132 +NE,168930883010661,native,45,1.454 +NE,168930883010661,native,50,1.812 +NE,168930883010661,native,55,2.206 +NE,168930883010661,native,60,2.621 +NE,168930883010661,native,65,3.059 +NE,168930883010661,native,70,3.532 +NE,168930883010661,native,75,4.034 +NE,168930883010661,native,80,4.556 +NE,168930883010661,native,85,5.085 +NE,168930883010661,native,90,5.635 +NE,168930883010661,native,95,6.201 +NE,168930883010661,native,100,6.79 +NE,373850927489998,native,0,0.0 +NE,373850923489998,native,0,0.149 +NE,373850923489998,native,5,0.272 +NE,373850923489998,native,10,0.437 +NE,373850923489998,native,15,0.649 +NE,373850923489998,native,20,0.904 +NE,373850923489998,native,25,1.209 +NE,373850923489998,native,30,1.543 +NE,373850923489998,native,35,1.921 +NE,373850923489998,native,40,2.337 +NE,373850923489998,native,45,2.783 +NE,373850923489998,native,50,3.241 +NE,373850923489998,native,55,3.714 +NE,373850923489998,native,60,4.225 +NE,373850923489998,native,65,4.753 +NE,373850923489998,native,70,5.305 +NE,373850923489998,native,75,5.861 +NE,373850923489998,native,80,6.394 +NE,373850923489998,native,85,6.931 +NE,373850923489998,native,90,7.461 +NE,373850923489998,native,95,8.005 +NE,373850923489998,native,100,8.521 +NE,373850943489998,native,0,0.014 +NE,373850943489998,native,5,0.064 +NE,373850943489998,native,10,0.161 +NE,373850943489998,native,15,0.323 +NE,373850943489998,native,20,0.564 +NE,373850943489998,native,25,0.899 +NE,373850943489998,native,30,1.309 +NE,373850943489998,native,35,1.77 +NE,373850943489998,native,40,2.312 +NE,373850943489998,native,45,2.909 +NE,373850943489998,native,50,3.555 +NE,373850943489998,native,55,4.257 +NE,373850943489998,native,60,4.996 +NE,373850943489998,native,65,5.77 +NE,373850943489998,native,70,6.593 +NE,373850943489998,native,75,7.448 +NE,373850943489998,native,80,8.29 +NE,373850943489998,native,85,9.161 +NE,373850943489998,native,90,10.064 +NE,373850943489998,native,95,10.973 +NE,373850943489998,native,100,11.863 +NE,373850890489998,native,0,0.021 +NE,373850890489998,native,5,0.077 +NE,373850890489998,native,10,0.181 +NE,373850890489998,native,15,0.334 +NE,373850890489998,native,20,0.532 +NE,373850890489998,native,25,0.76 +NE,373850890489998,native,30,1.018 +NE,373850890489998,native,35,1.304 +NE,373850890489998,native,40,1.634 +NE,373850890489998,native,45,1.979 +NE,373850890489998,native,50,2.375 +NE,373850890489998,native,55,2.802 +NE,373850890489998,native,60,3.276 +NE,373850890489998,native,65,3.755 +NE,373850890489998,native,70,4.271 +NE,373850890489998,native,75,4.83 +NE,373850890489998,native,80,5.437 +NE,373850890489998,native,85,6.044 +NE,373850890489998,native,90,6.694 +NE,373850890489998,native,95,7.377 +NE,373850890489998,native,100,8.092 +NE,373850913489998,native,0,1.241 +NE,373850913489998,native,5,2.723 +NE,373850913489998,native,10,5.151 +NE,373850913489998,native,15,8.258 +NE,373850913489998,native,20,11.943 +NE,373850913489998,native,25,15.9 +NE,373850913489998,native,30,20.085 +NE,373850913489998,native,35,24.378 +NE,373850913489998,native,40,28.694 +NE,373850913489998,native,45,33.088 +NE,373850913489998,native,50,37.579 +NE,373850913489998,native,55,42.092 +NE,373850913489998,native,60,46.686 +NE,373850913489998,native,65,51.317 +NE,373850913489998,native,70,55.884 +NE,373850913489998,native,75,60.44 +NE,373850913489998,native,80,64.927 +NE,373850913489998,native,85,69.258 +NE,373850913489998,native,90,73.575 +NE,373850913489998,native,95,77.687 +NE,373850913489998,native,100,81.78 +NE,373850931489998,native,0,0.121 +NE,373850931489998,native,5,0.354 +NE,373850931489998,native,10,0.732 +NE,373850931489998,native,15,1.422 +NE,373850931489998,native,20,2.289 +NE,373850931489998,native,25,3.293 +NE,373850931489998,native,30,4.386 +NE,373850931489998,native,35,5.543 +NE,373850931489998,native,40,6.746 +NE,373850931489998,native,45,7.97 +NE,373850931489998,native,50,9.198 +NE,373850931489998,native,55,10.416 +NE,373850931489998,native,60,11.617 +NE,373850931489998,native,65,12.793 +NE,373850931489998,native,70,13.927 +NE,373850931489998,native,75,15.037 +NE,373850931489998,native,80,16.096 +NE,373850931489998,native,85,17.119 +NE,373850931489998,native,90,18.121 +NE,373850931489998,native,95,19.087 +NE,373850931489998,native,100,19.994 +NE,373850933489998,native,0,0.0 +NE,373850918489998,native,0,0.276 +NE,373850918489998,native,5,0.511 +NE,373850918489998,native,10,0.875 +NE,373850918489998,native,15,1.43 +NE,373850918489998,native,20,2.153 +NE,373850918489998,native,25,3.01 +NE,373850918489998,native,30,3.94 +NE,373850918489998,native,35,4.966 +NE,373850918489998,native,40,6.038 +NE,373850918489998,native,45,7.151 +NE,373850918489998,native,50,8.264 +NE,373850918489998,native,55,9.439 +NE,373850918489998,native,60,10.595 +NE,373850918489998,native,65,11.717 +NE,373850918489998,native,70,12.854 +NE,373850918489998,native,75,13.997 +NE,373850918489998,native,80,15.106 +NE,373850918489998,native,85,16.172 +NE,373850918489998,native,90,17.192 +NE,373850918489998,native,95,18.254 +NE,373850918489998,native,100,19.259 +NE,373850914489998,native,0,0.193 +NE,373850914489998,native,5,0.555 +NE,373850914489998,native,10,1.211 +NE,373850914489998,native,15,2.209 +NE,373850914489998,native,20,3.667 +NE,373850914489998,native,25,5.451 +NE,373850914489998,native,30,7.519 +NE,373850914489998,native,35,9.775 +NE,373850914489998,native,40,12.186 +NE,373850914489998,native,45,14.707 +NE,373850914489998,native,50,17.254 +NE,373850914489998,native,55,19.864 +NE,373850914489998,native,60,22.522 +NE,373850914489998,native,65,25.189 +NE,373850914489998,native,70,27.799 +NE,373850914489998,native,75,30.408 +NE,373850914489998,native,80,32.971 +NE,373850914489998,native,85,35.54 +NE,373850914489998,native,90,38.022 +NE,373850914489998,native,95,40.471 +NE,373850914489998,native,100,42.906 +NE,373850932489998,native,0,0.168 +NE,373850932489998,native,5,0.337 +NE,373850932489998,native,10,0.598 +NE,373850932489998,native,15,0.965 +NE,373850932489998,native,20,1.429 +NE,373850932489998,native,25,2.008 +NE,373850932489998,native,30,2.651 +NE,373850932489998,native,35,3.355 +NE,373850932489998,native,40,4.122 +NE,373850932489998,native,45,4.988 +NE,373850932489998,native,50,5.874 +NE,373850932489998,native,55,6.81 +NE,373850932489998,native,60,7.775 +NE,373850932489998,native,65,8.794 +NE,373850932489998,native,70,9.864 +NE,373850932489998,native,75,10.937 +NE,373850932489998,native,80,11.995 +NE,373850932489998,native,85,13.05 +NE,373850932489998,native,90,14.143 +NE,373850932489998,native,95,15.277 +NE,373850932489998,native,100,16.35 +NE,373850935489998,native,0,0.0 +NE,373850921489998,native,0,0.421 +NE,373850921489998,native,5,0.785 +NE,373850921489998,native,10,1.286 +NE,373850921489998,native,15,1.904 +NE,373850921489998,native,20,2.626 +NE,373850921489998,native,25,3.427 +NE,373850921489998,native,30,4.291 +NE,373850921489998,native,35,5.201 +NE,373850921489998,native,40,6.161 +NE,373850921489998,native,45,7.147 +NE,373850921489998,native,50,8.151 +NE,373850921489998,native,55,9.171 +NE,373850921489998,native,60,10.235 +NE,373850921489998,native,65,11.288 +NE,373850921489998,native,70,12.371 +NE,373850921489998,native,75,13.441 +NE,373850921489998,native,80,14.486 +NE,373850921489998,native,85,15.531 +NE,373850921489998,native,90,16.536 +NE,373850921489998,native,95,17.516 +NE,373850921489998,native,100,18.491 +NE,373850915489998,native,0,0.045 +NE,373850915489998,native,5,0.095 +NE,373850915489998,native,10,0.176 +NE,373850915489998,native,15,0.289 +NE,373850915489998,native,20,0.436 +NE,373850915489998,native,25,0.619 +NE,373850915489998,native,30,0.839 +NE,373850915489998,native,35,1.085 +NE,373850915489998,native,40,1.368 +NE,373850915489998,native,45,1.657 +NE,373850915489998,native,50,1.982 +NE,373850915489998,native,55,2.333 +NE,373850915489998,native,60,2.717 +NE,373850915489998,native,65,3.097 +NE,373850915489998,native,70,3.5 +NE,373850915489998,native,75,3.925 +NE,373850915489998,native,80,4.338 +NE,373850915489998,native,85,4.765 +NE,373850915489998,native,90,5.212 +NE,373850915489998,native,95,5.659 +NE,373850915489998,native,100,6.106 +NE,373850926489998,native,0,0.0 +NE,373850894489998,native,0,0.0 +NE,373850904489998,native,0,0.0 +NE,373850946489998,native,0,0.661 +NE,373850946489998,native,5,1.098 +NE,373850946489998,native,10,1.7 +NE,373850946489998,native,15,2.445 +NE,373850946489998,native,20,3.308 +NE,373850946489998,native,25,4.276 +NE,373850946489998,native,30,5.334 +NE,373850946489998,native,35,6.486 +NE,373850946489998,native,40,7.697 +NE,373850946489998,native,45,8.976 +NE,373850946489998,native,50,10.279 +NE,373850946489998,native,55,11.61 +NE,373850946489998,native,60,12.953 +NE,373850946489998,native,65,14.344 +NE,373850946489998,native,70,15.719 +NE,373850946489998,native,75,17.094 +NE,373850946489998,native,80,18.448 +NE,373850946489998,native,85,19.755 +NE,373850946489998,native,90,21.005 +NE,373850946489998,native,95,22.251 +NE,373850946489998,native,100,23.416 +NE,373850898489998,native,0,0.0 +NE,62286783010538,native,0,0.606 +NE,62286783010538,native,5,1.039 +NE,62286783010538,native,10,1.635 +NE,62286783010538,native,15,2.407 +NE,62286783010538,native,20,3.301 +NE,62286783010538,native,25,4.291 +NE,62286783010538,native,30,5.363 +NE,62286783010538,native,35,6.527 +NE,62286783010538,native,40,7.759 +NE,62286783010538,native,45,9.015 +NE,62286783010538,native,50,10.325 +NE,62286783010538,native,55,11.706 +NE,62286783010538,native,60,13.078 +NE,62286783010538,native,65,14.473 +NE,62286783010538,native,70,15.874 +NE,62286783010538,native,75,17.256 +NE,62286783010538,native,80,18.6 +NE,62286783010538,native,85,19.95 +NE,62286783010538,native,90,21.297 +NE,62286783010538,native,95,22.66 +NE,62286783010538,native,100,24.01 +NE,62286846010538,native,0,0.0 +NE,62286924010538,native,0,0.045 +NE,62286924010538,native,5,0.096 +NE,62286924010538,native,10,0.178 +NE,62286924010538,native,15,0.302 +NE,62286924010538,native,20,0.462 +NE,62286924010538,native,25,0.651 +NE,62286924010538,native,30,0.878 +NE,62286924010538,native,35,1.118 +NE,62286924010538,native,40,1.395 +NE,62286924010538,native,45,1.701 +NE,62286924010538,native,50,2.044 +NE,62286924010538,native,55,2.388 +NE,62286924010538,native,60,2.757 +NE,62286924010538,native,65,3.152 +NE,62286924010538,native,70,3.54 +NE,62286924010538,native,75,3.945 +NE,62286924010538,native,80,4.372 +NE,62286924010538,native,85,4.803 +NE,62286924010538,native,90,5.236 +NE,62286924010538,native,95,5.668 +NE,62286924010538,native,100,6.134 +NE,62286633010538,native,0,22.781 +NE,62286633010538,native,5,45.458 +NE,62286633010538,native,10,71.266 +NE,62286633010538,native,15,97.072 +NE,62286633010538,native,20,107.69 +NE,62286633010538,native,25,118.243 +NE,62286633010538,native,30,128.524 +NE,62286633010538,native,35,138.352 +NE,62286633010538,native,40,147.6 +NE,62286633010538,native,45,156.486 +NE,62286633010538,native,50,164.965 +NE,62286633010538,native,55,173.021 +NE,62286633010538,native,60,180.744 +NE,62286633010538,native,65,188.221 +NE,62286633010538,native,70,190.855 +NE,62286633010538,native,75,193.826 +NE,62286633010538,native,80,196.571 +NE,62286633010538,native,85,199.146 +NE,62286633010538,native,90,201.487 +NE,62286633010538,native,95,203.786 +NE,62286633010538,native,100,205.924 +NE,62287009010538,native,0,1.703 +NE,62287009010538,native,5,6.481 +NE,62287009010538,native,10,16.406 +NE,62287009010538,native,15,28.343 +NE,62287009010538,native,20,42.863 +NE,62287009010538,native,25,52.052 +NE,62287009010538,native,30,60.521 +NE,62287009010538,native,35,69.061 +NE,62287009010538,native,40,77.723 +NE,62287009010538,native,45,86.636 +NE,62287009010538,native,50,95.526 +NE,62287009010538,native,55,104.431 +NE,62287009010538,native,60,113.297 +NE,62287009010538,native,65,122.063 +NE,62287009010538,native,70,130.792 +NE,62287009010538,native,75,139.376 +NE,62287009010538,native,80,147.871 +NE,62287009010538,native,85,156.235 +NE,62287009010538,native,90,164.51 +NE,62287009010538,native,95,169.892 +NE,62287009010538,native,100,175.414 +NE,62287100010538,native,0,24.126 +NE,62287100010538,native,5,44.022 +NE,62287100010538,native,10,55.886 +NE,62287100010538,native,15,68.505 +NE,62287100010538,native,20,80.637 +NE,62287100010538,native,25,91.412 +NE,62287100010538,native,30,102.18 +NE,62287100010538,native,35,112.364 +NE,62287100010538,native,40,122.119 +NE,62287100010538,native,45,128.973 +NE,62287100010538,native,50,134.404 +NE,62287100010538,native,55,139.351 +NE,62287100010538,native,60,143.803 +NE,62287100010538,native,65,147.939 +NE,62287100010538,native,70,151.714 +NE,62287100010538,native,75,155.148 +NE,62287100010538,native,80,158.369 +NE,62287100010538,native,85,161.379 +NE,62287100010538,native,90,164.093 +NE,62287100010538,native,95,166.556 +NE,62287100010538,native,100,168.952 +NE,62287405010538,native,0,0.814 +NE,62287405010538,native,5,1.72 +NE,62287405010538,native,10,3.066 +NE,62287405010538,native,15,4.87 +NE,62287405010538,native,20,7.069 +NE,62287405010538,native,25,9.593 +NE,62287405010538,native,30,12.356 +NE,62287405010538,native,35,15.232 +NE,62287405010538,native,40,18.303 +NE,62287405010538,native,45,21.547 +NE,62287405010538,native,50,24.787 +NE,62287405010538,native,55,28.02 +NE,62287405010538,native,60,31.286 +NE,62287405010538,native,65,34.633 +NE,62287405010538,native,70,38.004 +NE,62287405010538,native,75,41.373 +NE,62287405010538,native,80,44.629 +NE,62287405010538,native,85,47.831 +NE,62287405010538,native,90,51.01 +NE,62287405010538,native,95,54.083 +NE,62287405010538,native,100,57.032 +NE,62287194010538,native,0,12.904 +NE,62287194010538,native,5,22.655 +NE,62287194010538,native,10,35.672 +NE,62287194010538,native,15,50.262 +NE,62287194010538,native,20,65.483 +NE,62287194010538,native,25,75.956 +NE,62287194010538,native,30,85.044 +NE,62287194010538,native,35,91.503 +NE,62287194010538,native,40,97.463 +NE,62287194010538,native,45,103.838 +NE,62287194010538,native,50,109.953 +NE,62287194010538,native,55,116.372 +NE,62287194010538,native,60,122.567 +NE,62287194010538,native,65,128.547 +NE,62287194010538,native,70,134.267 +NE,62287194010538,native,75,140.151 +NE,62287194010538,native,80,143.255 +NE,62287194010538,native,85,146.658 +NE,62287194010538,native,90,149.923 +NE,62287194010538,native,95,153.124 +NE,62287194010538,native,100,156.252 +NE,62287571010538,native,0,0.462 +NE,62287571010538,native,5,1.022 +NE,62287571010538,native,10,1.887 +NE,62287571010538,native,15,3.153 +NE,62287571010538,native,20,4.762 +NE,62287571010538,native,25,6.617 +NE,62287571010538,native,30,8.685 +NE,62287571010538,native,35,10.922 +NE,62287571010538,native,40,13.282 +NE,62287571010538,native,45,15.742 +NE,62287571010538,native,50,18.263 +NE,62287571010538,native,55,20.827 +NE,62287571010538,native,60,23.392 +NE,62287571010538,native,65,25.994 +NE,62287571010538,native,70,28.587 +NE,62287571010538,native,75,31.167 +NE,62287571010538,native,80,33.756 +NE,62287571010538,native,85,36.375 +NE,62287571010538,native,90,38.962 +NE,62287571010538,native,95,41.5 +NE,62287571010538,native,100,43.999 +NE,62287300010538,native,0,0.573 +NE,62287300010538,native,5,1.277 +NE,62287300010538,native,10,2.502 +NE,62287300010538,native,15,4.303 +NE,62287300010538,native,20,6.648 +NE,62287300010538,native,25,9.388 +NE,62287300010538,native,30,12.29 +NE,62287300010538,native,35,15.282 +NE,62287300010538,native,40,18.299 +NE,62287300010538,native,45,21.294 +NE,62287300010538,native,50,24.318 +NE,62287300010538,native,55,27.423 +NE,62287300010538,native,60,30.535 +NE,62287300010538,native,65,33.774 +NE,62287300010538,native,70,37.014 +NE,62287300010538,native,75,40.322 +NE,62287300010538,native,80,43.627 +NE,62287300010538,native,85,46.947 +NE,62287300010538,native,90,50.263 +NE,62287300010538,native,95,53.605 +NE,62287300010538,native,100,56.901 +NE,62288607010538,native,0,0.0 +NE,62288051010538,native,0,27.522 +NE,62288051010538,native,5,40.587 +NE,62288051010538,native,10,55.964 +NE,62288051010538,native,15,72.345 +NE,62288051010538,native,20,89.931 +NE,62288051010538,native,25,108.598 +NE,62288051010538,native,30,128.303 +NE,62288051010538,native,35,141.849 +NE,62288051010538,native,40,152.25 +NE,62288051010538,native,45,161.777 +NE,62288051010538,native,50,170.203 +NE,62288051010538,native,55,178.35 +NE,62288051010538,native,60,185.707 +NE,62288051010538,native,65,193.427 +NE,62288051010538,native,70,201.322 +NE,62288051010538,native,75,207.465 +NE,62288051010538,native,80,211.41 +NE,62288051010538,native,85,215.325 +NE,62288051010538,native,90,219.135 +NE,62288051010538,native,95,223.035 +NE,62288051010538,native,100,226.548 +NE,62288503010538,native,0,0.121 +NE,62288503010538,native,5,0.327 +NE,62288503010538,native,10,0.7 +NE,62288503010538,native,15,1.339 +NE,62288503010538,native,20,2.136 +NE,62288503010538,native,25,3.065 +NE,62288503010538,native,30,4.104 +NE,62288503010538,native,35,5.204 +NE,62288503010538,native,40,6.36 +NE,62288503010538,native,45,7.56 +NE,62288503010538,native,50,8.759 +NE,62288503010538,native,55,9.997 +NE,62288503010538,native,60,11.202 +NE,62288503010538,native,65,12.411 +NE,62288503010538,native,70,13.6 +NE,62288503010538,native,75,14.801 +NE,62288503010538,native,80,15.971 +NE,62288503010538,native,85,17.092 +NE,62288503010538,native,90,18.227 +NE,62288503010538,native,95,19.27 +NE,62288503010538,native,100,20.301 +NE,62288386010538,native,0,0.0 +NE,62287954010538,native,0,3.522 +NE,62287954010538,native,5,15.78 +NE,62287954010538,native,10,41.247 +NE,62287954010538,native,15,73.569 +NE,62287954010538,native,20,97.217 +NE,62287954010538,native,25,122.081 +NE,62287954010538,native,30,146.211 +NE,62287954010538,native,35,159.062 +NE,62287954010538,native,40,170.941 +NE,62287954010538,native,45,182.109 +NE,62287954010538,native,50,192.403 +NE,62287954010538,native,55,202.092 +NE,62287954010538,native,60,205.871 +NE,62287954010538,native,65,209.924 +NE,62287954010538,native,70,213.525 +NE,62287954010538,native,75,216.741 +NE,62287954010538,native,80,219.611 +NE,62287954010538,native,85,222.153 +NE,62287954010538,native,90,224.456 +NE,62287954010538,native,95,226.586 +NE,62287954010538,native,100,228.471 +NE,62288671010538,native,0,12.957 +NE,62288671010538,native,5,22.33 +NE,62288671010538,native,10,33.128 +NE,62288671010538,native,15,44.674 +NE,62288671010538,native,20,57.21 +NE,62288671010538,native,25,70.631 +NE,62288671010538,native,30,85.149 +NE,62288671010538,native,35,98.478 +NE,62288671010538,native,40,111.481 +NE,62288671010538,native,45,125.206 +NE,62288671010538,native,50,139.203 +NE,62288671010538,native,55,154.549 +NE,62288671010538,native,60,169.948 +NE,62288671010538,native,65,185.533 +NE,62288671010538,native,70,201.674 +NE,62288671010538,native,75,218.005 +NE,62288671010538,native,80,225.397 +NE,62288671010538,native,85,230.09 +NE,62288671010538,native,90,234.661 +NE,62288671010538,native,95,238.855 +NE,62288671010538,native,100,243.143 +NE,62288138010538,native,0,73.295 +NE,62288138010538,native,5,98.992 +NE,62288138010538,native,10,116.728 +NE,62288138010538,native,15,133.959 +NE,62288138010538,native,20,149.269 +NE,62288138010538,native,25,164.264 +NE,62288138010538,native,30,178.272 +NE,62288138010538,native,35,191.979 +NE,62288138010538,native,40,205.225 +NE,62288138010538,native,45,217.636 +NE,62288138010538,native,50,229.823 +NE,62288138010538,native,55,237.88 +NE,62288138010538,native,60,244.628 +NE,62288138010538,native,65,251.061 +NE,62288138010538,native,70,257.398 +NE,62288138010538,native,75,263.542 +NE,62288138010538,native,80,269.725 +NE,62288138010538,native,85,275.996 +NE,62288138010538,native,90,282.142 +NE,62288138010538,native,95,288.27 +NE,62288138010538,native,100,294.451 +NE,62288265010538,native,0,12.036 +NE,62288265010538,native,5,22.438 +NE,62288265010538,native,10,35.683 +NE,62288265010538,native,15,49.232 +NE,62288265010538,native,20,63.338 +NE,62288265010538,native,25,76.76 +NE,62288265010538,native,30,82.657 +NE,62288265010538,native,35,90.772 +NE,62288265010538,native,40,97.415 +NE,62288265010538,native,45,103.972 +NE,62288265010538,native,50,110.616 +NE,62288265010538,native,55,117.308 +NE,62288265010538,native,60,123.601 +NE,62288265010538,native,65,129.861 +NE,62288265010538,native,70,136.047 +NE,62288265010538,native,75,141.085 +NE,62288265010538,native,80,144.954 +NE,62288265010538,native,85,148.495 +NE,62288265010538,native,90,151.885 +NE,62288265010538,native,95,154.964 +NE,62288265010538,native,100,158.076 +NE,62288422010538,native,0,0.136 +NE,62288422010538,native,5,0.314 +NE,62288422010538,native,10,0.639 +NE,62288422010538,native,15,1.128 +NE,62288422010538,native,20,1.789 +NE,62288422010538,native,25,2.637 +NE,62288422010538,native,30,3.638 +NE,62288422010538,native,35,4.773 +NE,62288422010538,native,40,6.042 +NE,62288422010538,native,45,7.461 +NE,62288422010538,native,50,8.977 +NE,62288422010538,native,55,10.53 +NE,62288422010538,native,60,12.162 +NE,62288422010538,native,65,13.817 +NE,62288422010538,native,70,15.503 +NE,62288422010538,native,75,17.218 +NE,62288422010538,native,80,18.918 +NE,62288422010538,native,85,20.655 +NE,62288422010538,native,90,22.42 +NE,62288422010538,native,95,24.172 +NE,62288422010538,native,100,25.891 +NE,62287688010538,native,0,8.558 +NE,62287688010538,native,5,19.161 +NE,62287688010538,native,10,31.924 +NE,62287688010538,native,15,45.61 +NE,62287688010538,native,20,58.207 +NE,62287688010538,native,25,64.503 +NE,62287688010538,native,30,70.156 +NE,62287688010538,native,35,75.87 +NE,62287688010538,native,40,81.526 +NE,62287688010538,native,45,87.125 +NE,62287688010538,native,50,92.742 +NE,62287688010538,native,55,98.444 +NE,62287688010538,native,60,104.195 +NE,62287688010538,native,65,109.84 +NE,62287688010538,native,70,115.462 +NE,62287688010538,native,75,121.054 +NE,62287688010538,native,80,126.747 +NE,62287688010538,native,85,132.335 +NE,62287688010538,native,90,137.542 +NE,62287688010538,native,95,141.001 +NE,62287688010538,native,100,143.966 +NE,62287775010538,native,0,6.777 +NE,62287775010538,native,5,19.391 +NE,62287775010538,native,10,37.829 +NE,62287775010538,native,15,57.852 +NE,62287775010538,native,20,61.958 +NE,62287775010538,native,25,67.879 +NE,62287775010538,native,30,73.888 +NE,62287775010538,native,35,80.361 +NE,62287775010538,native,40,86.963 +NE,62287775010538,native,45,93.265 +NE,62287775010538,native,50,99.556 +NE,62287775010538,native,55,105.897 +NE,62287775010538,native,60,112.027 +NE,62287775010538,native,65,117.953 +NE,62287775010538,native,70,123.968 +NE,62287775010538,native,75,129.776 +NE,62287775010538,native,80,135.579 +NE,62287775010538,native,85,141.415 +NE,62287775010538,native,90,144.552 +NE,62287775010538,native,95,147.866 +NE,62287775010538,native,100,151.049 +NE,62287875010538,native,0,4.92 +NE,62287875010538,native,5,13.23 +NE,62287875010538,native,10,25.327 +NE,62287875010538,native,15,40.092 +NE,62287875010538,native,20,55.478 +NE,62287875010538,native,25,69.873 +NE,62287875010538,native,30,85.499 +NE,62287875010538,native,35,102.041 +NE,62287875010538,native,40,119.255 +NE,62287875010538,native,45,125.841 +NE,62287875010538,native,50,131.054 +NE,62287875010538,native,55,136.069 +NE,62287875010538,native,60,140.7 +NE,62287875010538,native,65,145.056 +NE,62287875010538,native,70,149.035 +NE,62287875010538,native,75,152.566 +NE,62287875010538,native,80,155.859 +NE,62287875010538,native,85,158.876 +NE,62287875010538,native,90,161.727 +NE,62287875010538,native,95,164.273 +NE,62287875010538,native,100,166.619 +NE,62289219010538,native,0,0.148 +NE,62289219010538,native,5,0.389 +NE,62289219010538,native,10,0.79 +NE,62289219010538,native,15,1.376 +NE,62289219010538,native,20,2.154 +NE,62289219010538,native,25,3.12 +NE,62289219010538,native,30,4.227 +NE,62289219010538,native,35,5.485 +NE,62289219010538,native,40,6.875 +NE,62289219010538,native,45,8.346 +NE,62289219010538,native,50,9.873 +NE,62289219010538,native,55,11.455 +NE,62289219010538,native,60,13.068 +NE,62289219010538,native,65,14.726 +NE,62289219010538,native,70,16.373 +NE,62289219010538,native,75,18.041 +NE,62289219010538,native,80,19.737 +NE,62289219010538,native,85,21.427 +NE,62289219010538,native,90,23.107 +NE,62289219010538,native,95,24.763 +NE,62289219010538,native,100,26.398 +NE,62289284010538,native,0,0.859 +NE,62289284010538,native,5,1.587 +NE,62289284010538,native,10,2.621 +NE,62289284010538,native,15,3.905 +NE,62289284010538,native,20,5.401 +NE,62289284010538,native,25,7.037 +NE,62289284010538,native,30,8.827 +NE,62289284010538,native,35,10.707 +NE,62289284010538,native,40,12.682 +NE,62289284010538,native,45,14.681 +NE,62289284010538,native,50,16.732 +NE,62289284010538,native,55,18.802 +NE,62289284010538,native,60,20.909 +NE,62289284010538,native,65,22.982 +NE,62289284010538,native,70,25.031 +NE,62289284010538,native,75,27.097 +NE,62289284010538,native,80,29.153 +NE,62289284010538,native,85,31.139 +NE,62289284010538,native,90,33.081 +NE,62289284010538,native,95,35.0 +NE,62289284010538,native,100,36.805 +NE,62288857010538,native,0,46.331 +NE,62288857010538,native,5,70.033 +NE,62288857010538,native,10,85.502 +NE,62288857010538,native,15,97.849 +NE,62288857010538,native,20,109.696 +NE,62288857010538,native,25,119.691 +NE,62288857010538,native,30,130.219 +NE,62288857010538,native,35,138.92 +NE,62288857010538,native,40,147.278 +NE,62288857010538,native,45,151.611 +NE,62288857010538,native,50,156.065 +NE,62288857010538,native,55,160.085 +NE,62288857010538,native,60,163.556 +NE,62288857010538,native,65,167.012 +NE,62288857010538,native,70,170.362 +NE,62288857010538,native,75,173.283 +NE,62288857010538,native,80,176.094 +NE,62288857010538,native,85,178.566 +NE,62288857010538,native,90,181.039 +NE,62288857010538,native,95,183.197 +NE,62288857010538,native,100,185.338 +NE,62288758010538,native,0,23.104 +NE,62288758010538,native,5,35.356 +NE,62288758010538,native,10,46.898 +NE,62288758010538,native,15,58.817 +NE,62288758010538,native,20,71.185 +NE,62288758010538,native,25,82.471 +NE,62288758010538,native,30,89.394 +NE,62288758010538,native,35,96.517 +NE,62288758010538,native,40,103.437 +NE,62288758010538,native,45,110.143 +NE,62288758010538,native,50,116.562 +NE,62288758010538,native,55,123.028 +NE,62288758010538,native,60,129.198 +NE,62288758010538,native,65,135.162 +NE,62288758010538,native,70,139.505 +NE,62288758010538,native,75,142.932 +NE,62288758010538,native,80,146.314 +NE,62288758010538,native,85,149.643 +NE,62288758010538,native,90,152.958 +NE,62288758010538,native,95,156.051 +NE,62288758010538,native,100,159.059 +NE,168930873010661,native,0,0.301 +NE,168930873010661,native,5,0.615 +NE,168930873010661,native,10,1.076 +NE,168930873010661,native,15,1.703 +NE,168930873010661,native,20,2.478 +NE,168930873010661,native,25,3.403 +NE,168930873010661,native,30,4.456 +NE,168930873010661,native,35,5.607 +NE,168930873010661,native,40,6.859 +NE,168930873010661,native,45,8.178 +NE,168930873010661,native,50,9.594 +NE,168930873010661,native,55,11.054 +NE,168930873010661,native,60,12.544 +NE,168930873010661,native,65,14.096 +NE,168930873010661,native,70,15.67 +NE,168930873010661,native,75,17.262 +NE,168930873010661,native,80,18.86 +NE,168930873010661,native,85,20.463 +NE,168930873010661,native,90,22.073 +NE,168930873010661,native,95,23.701 +NE,168930873010661,native,100,25.292 +NE,168930871010661,native,0,0.184 +NE,168930871010661,native,5,0.422 +NE,168930871010661,native,10,0.824 +NE,168930871010661,native,15,1.425 +NE,168930871010661,native,20,2.22 +NE,168930871010661,native,25,3.248 +NE,168930871010661,native,30,4.396 +NE,168930871010661,native,35,5.687 +NE,168930871010661,native,40,7.074 +NE,168930871010661,native,45,8.583 +NE,168930871010661,native,50,10.208 +NE,168930871010661,native,55,11.916 +NE,168930871010661,native,60,13.717 +NE,168930871010661,native,65,15.593 +NE,168930871010661,native,70,17.535 +NE,168930871010661,native,75,19.523 +NE,168930871010661,native,80,21.52 +NE,168930871010661,native,85,23.59 +NE,168930871010661,native,90,25.687 +NE,168930871010661,native,95,27.762 +NE,168930871010661,native,100,29.857 +NE,168930877010661,native,0,0.429 +NE,168930877010661,native,5,0.843 +NE,168930877010661,native,10,1.477 +NE,168930877010661,native,15,2.313 +NE,168930877010661,native,20,3.349 +NE,168930877010661,native,25,4.565 +NE,168930877010661,native,30,5.95 +NE,168930877010661,native,35,7.483 +NE,168930877010661,native,40,9.133 +NE,168930877010661,native,45,10.914 +NE,168930877010661,native,50,12.786 +NE,168930877010661,native,55,14.739 +NE,168930877010661,native,60,16.792 +NE,168930877010661,native,65,18.904 +NE,168930877010661,native,70,21.037 +NE,168930877010661,native,75,23.134 +NE,168930877010661,native,80,25.259 +NE,168930877010661,native,85,27.353 +NE,168930877010661,native,90,29.408 +NE,168930877010661,native,95,31.36 +NE,168930877010661,native,100,33.323 +NE,168930885010661,native,0,0.764 +NE,168930885010661,native,5,1.281 +NE,168930885010661,native,10,1.995 +NE,168930885010661,native,15,2.923 +NE,168930885010661,native,20,4.033 +NE,168930885010661,native,25,5.322 +NE,168930885010661,native,30,6.764 +NE,168930885010661,native,35,8.345 +NE,168930885010661,native,40,10.021 +NE,168930885010661,native,45,11.779 +NE,168930885010661,native,50,13.606 +NE,168930885010661,native,55,15.495 +NE,168930885010661,native,60,17.438 +NE,168930885010661,native,65,19.406 +NE,168930885010661,native,70,21.34 +NE,168930885010661,native,75,23.311 +NE,168930885010661,native,80,25.281 +NE,168930885010661,native,85,27.189 +NE,168930885010661,native,90,29.11 +NE,168930885010661,native,95,30.971 +NE,168930885010661,native,100,32.86 +NE,168930905010661,native,0,0.276 +NE,168930905010661,native,5,0.606 +NE,168930905010661,native,10,1.148 +NE,168930905010661,native,15,1.925 +NE,168930905010661,native,20,2.934 +NE,168930905010661,native,25,4.182 +NE,168930905010661,native,30,5.628 +NE,168930905010661,native,35,7.231 +NE,168930905010661,native,40,8.983 +NE,168930905010661,native,45,10.878 +NE,168930905010661,native,50,12.863 +NE,168930905010661,native,55,14.906 +NE,168930905010661,native,60,17.01 +NE,168930905010661,native,65,19.177 +NE,168930905010661,native,70,21.37 +NE,168930905010661,native,75,23.58 +NE,168930905010661,native,80,25.769 +NE,168930905010661,native,85,27.965 +NE,168930905010661,native,90,30.111 +NE,168930905010661,native,95,32.246 +NE,168930905010661,native,100,34.369 +NE,168930881010661,native,0,0.311 +NE,168930881010661,native,5,0.543 +NE,168930881010661,native,10,0.858 +NE,168930881010661,native,15,1.26 +NE,168930881010661,native,20,1.757 +NE,168930881010661,native,25,2.34 +NE,168930881010661,native,30,2.998 +NE,168930881010661,native,35,3.721 +NE,168930881010661,native,40,4.501 +NE,168930881010661,native,45,5.295 +NE,168930881010661,native,50,6.147 +NE,168930881010661,native,55,7.0 +NE,168930881010661,native,60,7.923 +NE,168930881010661,native,65,8.857 +NE,168930881010661,native,70,9.801 +NE,168930881010661,native,75,10.773 +NE,168930881010661,native,80,11.741 +NE,168930881010661,native,85,12.71 +NE,168930881010661,native,90,13.706 +NE,168930881010661,native,95,14.711 +NE,168930881010661,native,100,15.656 +NE,168930999010661,native,0,1.237 +NE,168930999010661,native,5,2.208 +NE,168930999010661,native,10,3.565 +NE,168930999010661,native,15,5.171 +NE,168930999010661,native,20,6.95 +NE,168930999010661,native,25,8.853 +NE,168930999010661,native,30,10.885 +NE,168930999010661,native,35,13.022 +NE,168930999010661,native,40,15.223 +NE,168930999010661,native,45,17.453 +NE,168930999010661,native,50,19.762 +NE,168930999010661,native,55,22.029 +NE,168930999010661,native,60,24.295 +NE,168930999010661,native,65,26.567 +NE,168930999010661,native,70,28.778 +NE,168930999010661,native,75,30.934 +NE,168930999010661,native,80,32.987 +NE,168930999010661,native,85,35.051 +NE,168930999010661,native,90,37.041 +NE,168930999010661,native,95,39.027 +NE,168930999010661,native,100,41.022 +NE,168931001010661,native,0,0.0 +NE,168930843010661,native,0,0.061 +NE,168930843010661,native,5,0.243 +NE,168930843010661,native,10,0.553 +NE,168930843010661,native,15,1.033 +NE,168930843010661,native,20,1.675 +NE,168930843010661,native,25,2.507 +NE,168930843010661,native,30,3.483 +NE,168930843010661,native,35,4.598 +NE,168930843010661,native,40,5.824 +NE,168930843010661,native,45,7.125 +NE,168930843010661,native,50,8.506 +NE,168930843010661,native,55,9.972 +NE,168930843010661,native,60,11.486 +NE,168930843010661,native,65,13.06 +NE,168930843010661,native,70,14.635 +NE,168930843010661,native,75,16.248 +NE,168930843010661,native,80,17.893 +NE,168930843010661,native,85,19.539 +NE,168930843010661,native,90,21.179 +NE,168930843010661,native,95,22.789 +NE,168930843010661,native,100,24.386 +NE,168930821010661,native,0,0.0 +NE,168931003010661,native,0,0.109 +NE,168931003010661,native,5,0.396 +NE,168931003010661,native,10,1.032 +NE,168931003010661,native,15,2.096 +NE,168931003010661,native,20,3.786 +NE,168931003010661,native,25,5.789 +NE,168931003010661,native,30,8.076 +NE,168931003010661,native,35,10.439 +NE,168931003010661,native,40,12.884 +NE,168931003010661,native,45,15.308 +NE,168931003010661,native,50,17.73 +NE,168931003010661,native,55,20.164 +NE,168931003010661,native,60,22.554 +NE,168931003010661,native,65,24.887 +NE,168931003010661,native,70,27.092 +NE,168931003010661,native,75,29.291 +NE,168931003010661,native,80,31.442 +NE,168931003010661,native,85,33.561 +NE,168931003010661,native,90,35.662 +NE,168931003010661,native,95,37.716 +NE,168931003010661,native,100,39.747 +NE,168930815010661,native,0,0.752 +NE,168930815010661,native,5,1.396 +NE,168930815010661,native,10,2.402 +NE,168930815010661,native,15,3.682 +NE,168930815010661,native,20,5.162 +NE,168930815010661,native,25,6.819 +NE,168930815010661,native,30,8.614 +NE,168930815010661,native,35,10.486 +NE,168930815010661,native,40,12.433 +NE,168930815010661,native,45,14.44 +NE,168930815010661,native,50,16.453 +NE,168930815010661,native,55,18.52 +NE,168930815010661,native,60,20.491 +NE,168930815010661,native,65,22.467 +NE,168930815010661,native,70,24.424 +NE,168930815010661,native,75,26.335 +NE,168930815010661,native,80,28.171 +NE,168930815010661,native,85,30.033 +NE,168930815010661,native,90,31.799 +NE,168930815010661,native,95,33.526 +NE,168930815010661,native,100,35.168 +NE,168930813010661,native,0,0.335 +NE,168930813010661,native,5,0.693 +NE,168930813010661,native,10,1.263 +NE,168930813010661,native,15,2.085 +NE,168930813010661,native,20,3.122 +NE,168930813010661,native,25,4.334 +NE,168930813010661,native,30,5.737 +NE,168930813010661,native,35,7.246 +NE,168930813010661,native,40,8.861 +NE,168930813010661,native,45,10.591 +NE,168930813010661,native,50,12.364 +NE,168930813010661,native,55,14.193 +NE,168930813010661,native,60,16.069 +NE,168930813010661,native,65,17.939 +NE,168930813010661,native,70,19.813 +NE,168930813010661,native,75,21.697 +NE,168930813010661,native,80,23.545 +NE,168930813010661,native,85,25.445 +NE,168930813010661,native,90,27.286 +NE,168930813010661,native,95,29.162 +NE,168930813010661,native,100,31.021 +NE,168930819010661,native,0,0.056 +NE,168930819010661,native,5,0.135 +NE,168930819010661,native,10,0.269 +NE,168930819010661,native,15,0.472 +NE,168930819010661,native,20,0.747 +NE,168930819010661,native,25,1.09 +NE,168930819010661,native,30,1.49 +NE,168930819010661,native,35,1.947 +NE,168930819010661,native,40,2.462 +NE,168930819010661,native,45,3.005 +NE,168930819010661,native,50,3.606 +NE,168930819010661,native,55,4.229 +NE,168930819010661,native,60,4.909 +NE,168930819010661,native,65,5.608 +NE,168930819010661,native,70,6.333 +NE,168930819010661,native,75,7.078 +NE,168930819010661,native,80,7.856 +NE,168930819010661,native,85,8.621 +NE,168930819010661,native,90,9.389 +NE,168930819010661,native,95,10.202 +NE,168930819010661,native,100,11.033 +NE,168930867010661,native,0,0.0 +NE,168930817010661,native,0,0.0 +NE,168930849010661,native,0,0.275 +NE,168930849010661,native,5,0.539 +NE,168930849010661,native,10,0.961 +NE,168930849010661,native,15,1.583 +NE,168930849010661,native,20,2.424 +NE,168930849010661,native,25,3.464 +NE,168930849010661,native,30,4.682 +NE,168930849010661,native,35,6.054 +NE,168930849010661,native,40,7.55 +NE,168930849010661,native,45,9.165 +NE,168930849010661,native,50,10.818 +NE,168930849010661,native,55,12.586 +NE,168930849010661,native,60,14.404 +NE,168930849010661,native,65,16.275 +NE,168930849010661,native,70,18.188 +NE,168930849010661,native,75,20.113 +NE,168930849010661,native,80,22.116 +NE,168930849010661,native,85,24.03 +NE,168930849010661,native,90,25.99 +NE,168930849010661,native,95,27.953 +NE,168930849010661,native,100,29.865 +NE,168930865010661,native,0,0.146 +NE,168930865010661,native,5,0.36 +NE,168930865010661,native,10,0.729 +NE,168930865010661,native,15,1.286 +NE,168930865010661,native,20,2.022 +NE,168930865010661,native,25,2.957 +NE,168930865010661,native,30,4.055 +NE,168930865010661,native,35,5.317 +NE,168930865010661,native,40,6.722 +NE,168930865010661,native,45,8.224 +NE,168930865010661,native,50,9.847 +NE,168930865010661,native,55,11.575 +NE,168930865010661,native,60,13.341 +NE,168930865010661,native,65,15.181 +NE,168930865010661,native,70,17.117 +NE,168930865010661,native,75,19.112 +NE,168930865010661,native,80,21.119 +NE,168930865010661,native,85,23.154 +NE,168930865010661,native,90,25.239 +NE,168930865010661,native,95,27.268 +NE,168930865010661,native,100,29.298 +NE,168930859010661,native,0,0.13 +NE,168930859010661,native,5,0.256 +NE,168930859010661,native,10,0.457 +NE,168930859010661,native,15,0.727 +NE,168930859010661,native,20,1.071 +NE,168930859010661,native,25,1.475 +NE,168930859010661,native,30,1.94 +NE,168930859010661,native,35,2.448 +NE,168930859010661,native,40,3.009 +NE,168930859010661,native,45,3.628 +NE,168930859010661,native,50,4.259 +NE,168930859010661,native,55,4.944 +NE,168930859010661,native,60,5.646 +NE,168930859010661,native,65,6.372 +NE,168930859010661,native,70,7.116 +NE,168930859010661,native,75,7.878 +NE,168930859010661,native,80,8.668 +NE,168930859010661,native,85,9.445 +NE,168930859010661,native,90,10.281 +NE,168930859010661,native,95,11.117 +NE,168930859010661,native,100,11.926 +NE,168930887010661,native,0,0.018 +NE,168930887010661,native,5,0.061 +NE,168930887010661,native,10,0.127 +NE,168930887010661,native,15,0.198 +NE,168930887010661,native,20,0.272 +NE,168930887010661,native,25,0.346 +NE,168930887010661,native,30,0.416 +NE,168930887010661,native,35,0.483 +NE,168930887010661,native,40,0.546 +NE,168930887010661,native,45,0.604 +NE,168930887010661,native,50,0.66 +NE,168930887010661,native,55,0.714 +NE,168930887010661,native,60,0.769 +NE,168930887010661,native,65,0.825 +NE,168930887010661,native,70,0.882 +NE,168930887010661,native,75,0.938 +NE,168930887010661,native,80,0.995 +NE,168930887010661,native,85,1.053 +NE,168930887010661,native,90,1.11 +NE,168930887010661,native,95,1.169 +NE,168930887010661,native,100,1.227 +NE,168930855010661,native,0,0.28 +NE,168930855010661,native,5,0.575 +NE,168930855010661,native,10,1.034 +NE,168930855010661,native,15,1.659 +NE,168930855010661,native,20,2.396 +NE,168930855010661,native,25,3.195 +NE,168930855010661,native,30,4.096 +NE,168930855010661,native,35,5.005 +NE,168930855010661,native,40,5.96 +NE,168930855010661,native,45,6.999 +NE,168930855010661,native,50,8.039 +NE,168930855010661,native,55,9.132 +NE,168930855010661,native,60,10.247 +NE,168930855010661,native,65,11.442 +NE,168930855010661,native,70,12.615 +NE,168930855010661,native,75,13.751 +NE,168930855010661,native,80,14.913 +NE,168930855010661,native,85,16.03 +NE,168930855010661,native,90,17.178 +NE,168930855010661,native,95,18.356 +NE,168930855010661,native,100,19.526 +NE,168930857010661,native,0,0.562 +NE,168930857010661,native,5,1.107 +NE,168930857010661,native,10,1.983 +NE,168930857010661,native,15,3.113 +NE,168930857010661,native,20,4.436 +NE,168930857010661,native,25,5.92 +NE,168930857010661,native,30,7.533 +NE,168930857010661,native,35,9.247 +NE,168930857010661,native,40,11.042 +NE,168930857010661,native,45,12.896 +NE,168930857010661,native,50,14.829 +NE,168930857010661,native,55,16.773 +NE,168930857010661,native,60,18.741 +NE,168930857010661,native,65,20.749 +NE,168930857010661,native,70,22.689 +NE,168930857010661,native,75,24.655 +NE,168930857010661,native,80,26.574 +NE,168930857010661,native,85,28.46 +NE,168930857010661,native,90,30.315 +NE,168930857010661,native,95,32.134 +NE,168930857010661,native,100,33.941 +NE,373850944489998,native,0,0.0 +NE,373850897489998,native,0,0.149 +NE,373850897489998,native,5,0.343 +NE,373850897489998,native,10,0.644 +NE,373850897489998,native,15,1.078 +NE,373850897489998,native,20,1.629 +NE,373850897489998,native,25,2.289 +NE,373850897489998,native,30,3.051 +NE,373850897489998,native,35,3.904 +NE,373850897489998,native,40,4.798 +NE,373850897489998,native,45,5.779 +NE,373850897489998,native,50,6.786 +NE,373850897489998,native,55,7.868 +NE,373850897489998,native,60,8.964 +NE,373850897489998,native,65,10.096 +NE,373850897489998,native,70,11.252 +NE,373850897489998,native,75,12.437 +NE,373850897489998,native,80,13.601 +NE,373850897489998,native,85,14.756 +NE,373850897489998,native,90,15.955 +NE,373850897489998,native,95,17.177 +NE,373850897489998,native,100,18.35 +NE,373850963489998,native,0,0.626 +NE,373850963489998,native,5,1.194 +NE,373850963489998,native,10,1.994 +NE,373850963489998,native,15,2.984 +NE,373850963489998,native,20,4.155 +NE,373850963489998,native,25,5.474 +NE,373850963489998,native,30,6.961 +NE,373850963489998,native,35,8.544 +NE,373850963489998,native,40,10.24 +NE,373850963489998,native,45,12.038 +NE,373850963489998,native,50,13.839 +NE,373850963489998,native,55,15.721 +NE,373850963489998,native,60,17.647 +NE,373850963489998,native,65,19.541 +NE,373850963489998,native,70,21.517 +NE,373850963489998,native,75,23.417 +NE,373850963489998,native,80,25.294 +NE,373850963489998,native,85,27.187 +NE,373850963489998,native,90,28.993 +NE,373850963489998,native,95,30.808 +NE,373850963489998,native,100,32.578 +NE,373850920489998,native,0,0.073 +NE,373850920489998,native,5,0.185 +NE,373850920489998,native,10,0.381 +NE,373850920489998,native,15,0.65 +NE,373850920489998,native,20,0.984 +NE,373850920489998,native,25,1.385 +NE,373850920489998,native,30,1.863 +NE,373850920489998,native,35,2.389 +NE,373850920489998,native,40,2.992 +NE,373850920489998,native,45,3.657 +NE,373850920489998,native,50,4.361 +NE,373850920489998,native,55,5.131 +NE,373850920489998,native,60,5.948 +NE,373850920489998,native,65,6.832 +NE,373850920489998,native,70,7.778 +NE,373850920489998,native,75,8.78 +NE,373850920489998,native,80,9.823 +NE,373850920489998,native,85,10.92 +NE,373850920489998,native,90,12.059 +NE,373850920489998,native,95,13.206 +NE,373850920489998,native,100,14.357 +NE,373850961489998,native,0,1.238 +NE,373850961489998,native,5,1.99 +NE,373850961489998,native,10,2.978 +NE,373850961489998,native,15,4.176 +NE,373850961489998,native,20,5.567 +NE,373850961489998,native,25,7.14 +NE,373850961489998,native,30,8.869 +NE,373850961489998,native,35,10.754 +NE,373850961489998,native,40,12.758 +NE,373850961489998,native,45,14.842 +NE,373850961489998,native,50,16.959 +NE,373850961489998,native,55,19.122 +NE,373850961489998,native,60,21.365 +NE,373850961489998,native,65,23.669 +NE,373850961489998,native,70,25.988 +NE,373850961489998,native,75,28.334 +NE,373850961489998,native,80,30.676 +NE,373850961489998,native,85,33.064 +NE,373850961489998,native,90,35.402 +NE,373850961489998,native,95,37.677 +NE,373850961489998,native,100,39.943 +NE,373850954489998,native,0,0.195 +NE,373850954489998,native,5,0.379 +NE,373850954489998,native,10,0.641 +NE,373850954489998,native,15,0.955 +NE,373850954489998,native,20,1.314 +NE,373850954489998,native,25,1.707 +NE,373850954489998,native,30,2.13 +NE,373850954489998,native,35,2.574 +NE,373850954489998,native,40,3.028 +NE,373850954489998,native,45,3.498 +NE,373850954489998,native,50,3.966 +NE,373850954489998,native,55,4.446 +NE,373850954489998,native,60,4.923 +NE,373850954489998,native,65,5.405 +NE,373850954489998,native,70,5.871 +NE,373850954489998,native,75,6.341 +NE,373850954489998,native,80,6.801 +NE,373850954489998,native,85,7.247 +NE,373850954489998,native,90,7.685 +NE,373850954489998,native,95,8.113 +NE,373850954489998,native,100,8.539 +NE,373850962489998,native,0,0.21 +NE,373850962489998,native,5,0.556 +NE,373850962489998,native,10,1.1 +NE,373850962489998,native,15,1.83 +NE,373850962489998,native,20,2.676 +NE,373850962489998,native,25,3.605 +NE,373850962489998,native,30,4.582 +NE,373850962489998,native,35,5.57 +NE,373850962489998,native,40,6.549 +NE,373850962489998,native,45,7.49 +NE,373850962489998,native,50,8.401 +NE,373850962489998,native,55,9.274 +NE,373850962489998,native,60,10.121 +NE,373850962489998,native,65,10.912 +NE,373850962489998,native,70,11.645 +NE,373850962489998,native,75,12.356 +NE,373850962489998,native,80,13.009 +NE,373850962489998,native,85,13.626 +NE,373850962489998,native,90,14.208 +NE,373850962489998,native,95,14.738 +NE,373850962489998,native,100,15.23 +NE,373850940489998,native,0,0.047 +NE,373850940489998,native,5,0.142 +NE,373850940489998,native,10,0.299 +NE,373850940489998,native,15,0.546 +NE,373850940489998,native,20,0.892 +NE,373850940489998,native,25,1.312 +NE,373850940489998,native,30,1.768 +NE,373850940489998,native,35,2.276 +NE,373850940489998,native,40,2.843 +NE,373850940489998,native,45,3.458 +NE,373850940489998,native,50,4.135 +NE,373850940489998,native,55,4.879 +NE,373850940489998,native,60,5.658 +NE,373850940489998,native,65,6.482 +NE,373850940489998,native,70,7.361 +NE,373850940489998,native,75,8.271 +NE,373850940489998,native,80,9.245 +NE,373850940489998,native,85,10.256 +NE,373850940489998,native,90,11.313 +NE,373850940489998,native,95,12.368 +NE,373850940489998,native,100,13.476 +NE,373850956489998,native,0,0.0 +NE,373850939489998,native,0,0.191 +NE,373850939489998,native,5,0.326 +NE,373850939489998,native,10,0.511 +NE,373850939489998,native,15,0.746 +NE,373850939489998,native,20,1.024 +NE,373850939489998,native,25,1.35 +NE,373850939489998,native,30,1.714 +NE,373850939489998,native,35,2.1 +NE,373850939489998,native,40,2.528 +NE,373850939489998,native,45,2.964 +NE,373850939489998,native,50,3.444 +NE,373850939489998,native,55,3.933 +NE,373850939489998,native,60,4.457 +NE,373850939489998,native,65,4.965 +NE,373850939489998,native,70,5.506 +NE,373850939489998,native,75,6.046 +NE,373850939489998,native,80,6.577 +NE,373850939489998,native,85,7.113 +NE,373850939489998,native,90,7.65 +NE,373850939489998,native,95,8.207 +NE,373850939489998,native,100,8.722 +NE,373850966489998,native,0,0.3 +NE,373850966489998,native,5,0.63 +NE,373850966489998,native,10,1.117 +NE,373850966489998,native,15,1.786 +NE,373850966489998,native,20,2.618 +NE,373850966489998,native,25,3.541 +NE,373850966489998,native,30,4.567 +NE,373850966489998,native,35,5.691 +NE,373850966489998,native,40,6.841 +NE,373850966489998,native,45,8.038 +NE,373850966489998,native,50,9.262 +NE,373850966489998,native,55,10.563 +NE,373850966489998,native,60,11.863 +NE,373850966489998,native,65,13.173 +NE,373850966489998,native,70,14.49 +NE,373850966489998,native,75,15.835 +NE,373850966489998,native,80,17.144 +NE,373850966489998,native,85,18.424 +NE,373850966489998,native,90,19.701 +NE,373850966489998,native,95,20.961 +NE,373850966489998,native,100,22.249 +NE,373850896489998,native,0,0.131 +NE,373850896489998,native,5,0.392 +NE,373850896489998,native,10,0.848 +NE,373850896489998,native,15,1.522 +NE,373850896489998,native,20,2.433 +NE,373850896489998,native,25,3.574 +NE,373850896489998,native,30,4.859 +NE,373850896489998,native,35,6.329 +NE,373850896489998,native,40,7.881 +NE,373850896489998,native,45,9.558 +NE,373850896489998,native,50,11.294 +NE,373850896489998,native,55,13.126 +NE,373850896489998,native,60,14.925 +NE,373850896489998,native,65,16.764 +NE,373850896489998,native,70,18.617 +NE,373850896489998,native,75,20.457 +NE,373850896489998,native,80,22.312 +NE,373850896489998,native,85,24.166 +NE,373850896489998,native,90,26.01 +NE,373850896489998,native,95,27.828 +NE,373850896489998,native,100,29.603 diff --git a/calibration/output/gompit_fvs_csls/val_pn_gompit.csv b/calibration/output/gompit_fvs_csls/val_pn_gompit.csv new file mode 100644 index 00000000..53c70e63 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_pn_gompit.csv @@ -0,0 +1,155 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +PN,750085108290487,gompit,0,10.266 +PN,750085108290487,gompit,5,30.133 +PN,750085108290487,gompit,10,79.471 +PN,750085108290487,gompit,15,119.041 +PN,750085108290487,gompit,20,139.541 +PN,750085108290487,gompit,25,167.941 +PN,750085108290487,gompit,30,191.606 +PN,750085108290487,gompit,35,208.863 +PN,750085108290487,gompit,40,219.71 +PN,750085108290487,gompit,45,225.085 +PN,750085108290487,gompit,50,226.805 +PN,750085108290487,gompit,55,239.984 +PN,750085108290487,gompit,60,249.28 +PN,750085108290487,gompit,65,254.986 +PN,750085108290487,gompit,70,257.249 +PN,750085108290487,gompit,75,258.557 +PN,750085108290487,gompit,80,258.268 +PN,750085108290487,gompit,85,255.165 +PN,750085108290487,gompit,90,250.631 +PN,750085108290487,gompit,95,245.104 +PN,750085108290487,gompit,100,239.001 +PN,750085143290487,gompit,0,14.261 +PN,750085143290487,gompit,5,40.735 +PN,750085143290487,gompit,10,72.728 +PN,750085143290487,gompit,15,103.779 +PN,750085143290487,gompit,20,125.579 +PN,750085143290487,gompit,25,146.035 +PN,750085143290487,gompit,30,162.393 +PN,750085143290487,gompit,35,174.525 +PN,750085143290487,gompit,40,182.234 +PN,750085143290487,gompit,45,198.438 +PN,750085143290487,gompit,50,211.294 +PN,750085143290487,gompit,55,222.348 +PN,750085143290487,gompit,60,230.428 +PN,750085143290487,gompit,65,235.447 +PN,750085143290487,gompit,70,236.84 +PN,750085143290487,gompit,75,237.429 +PN,750085143290487,gompit,80,236.758 +PN,750085143290487,gompit,85,234.067 +PN,750085143290487,gompit,90,228.901 +PN,750085143290487,gompit,95,223.712 +PN,750085143290487,gompit,100,216.519 +PN,750085155290487,gompit,0,0.0 +PN,750085174290487,gompit,0,0.0 +PN,750085204290487,gompit,0,0.0 +PN,750085224290487,gompit,0,0.0 +PN,750085232290487,gompit,0,6.663 +PN,750085232290487,gompit,5,14.222 +PN,750085232290487,gompit,10,24.957 +PN,750085232290487,gompit,15,41.267 +PN,750085232290487,gompit,20,62.772 +PN,750085232290487,gompit,25,89.137 +PN,750085232290487,gompit,30,121.034 +PN,750085232290487,gompit,35,151.855 +PN,750085232290487,gompit,40,186.548 +PN,750085232290487,gompit,45,215.699 +PN,750085232290487,gompit,50,249.926 +PN,750085232290487,gompit,55,284.208 +PN,750085232290487,gompit,60,325.625 +PN,750085232290487,gompit,65,369.085 +PN,750085232290487,gompit,70,390.646 +PN,750085232290487,gompit,75,409.753 +PN,750085232290487,gompit,80,422.655 +PN,750085232290487,gompit,85,438.122 +PN,750085232290487,gompit,90,466.283 +PN,750085232290487,gompit,95,479.886 +PN,750085232290487,gompit,100,496.355 +PN,750085270290487,gompit,0,0.0 +PN,750064422290487,gompit,0,12.005 +PN,750064422290487,gompit,5,21.178 +PN,750064422290487,gompit,10,31.626 +PN,750064422290487,gompit,15,41.797 +PN,750064422290487,gompit,20,52.104 +PN,750064422290487,gompit,25,61.626 +PN,750064422290487,gompit,30,70.171 +PN,750064422290487,gompit,35,77.901 +PN,750064422290487,gompit,40,85.477 +PN,750064422290487,gompit,45,91.807 +PN,750064422290487,gompit,50,97.733 +PN,750064422290487,gompit,55,102.474 +PN,750064422290487,gompit,60,107.912 +PN,750064422290487,gompit,65,112.291 +PN,750064422290487,gompit,70,116.658 +PN,750064422290487,gompit,75,119.803 +PN,750064422290487,gompit,80,123.385 +PN,750064422290487,gompit,85,125.873 +PN,750064422290487,gompit,90,128.246 +PN,750064422290487,gompit,95,129.833 +PN,750064422290487,gompit,100,130.104 +PN,750064428290487,gompit,0,2.112 +PN,750064428290487,gompit,5,5.454 +PN,750064428290487,gompit,10,12.859 +PN,750064428290487,gompit,15,22.571 +PN,750064428290487,gompit,20,32.828 +PN,750064428290487,gompit,25,45.276 +PN,750064428290487,gompit,30,56.41 +PN,750064428290487,gompit,35,68.804 +PN,750064428290487,gompit,40,80.832 +PN,750064428290487,gompit,45,92.328 +PN,750064428290487,gompit,50,101.579 +PN,750064428290487,gompit,55,109.996 +PN,750064428290487,gompit,60,117.746 +PN,750064428290487,gompit,65,124.18 +PN,750064428290487,gompit,70,130.738 +PN,750064428290487,gompit,75,135.121 +PN,750064428290487,gompit,80,138.625 +PN,750064428290487,gompit,85,141.585 +PN,750064428290487,gompit,90,144.119 +PN,750064428290487,gompit,95,145.758 +PN,750064428290487,gompit,100,146.867 +PN,750064429290487,gompit,0,7.89 +PN,750064429290487,gompit,5,12.35 +PN,750064429290487,gompit,10,16.886 +PN,750064429290487,gompit,15,21.491 +PN,750064429290487,gompit,20,25.909 +PN,750064429290487,gompit,25,30.007 +PN,750064429290487,gompit,30,34.266 +PN,750064429290487,gompit,35,37.652 +PN,750064429290487,gompit,40,40.723 +PN,750064429290487,gompit,45,43.444 +PN,750064429290487,gompit,50,45.709 +PN,750064429290487,gompit,55,48.154 +PN,750064429290487,gompit,60,50.484 +PN,750064429290487,gompit,65,53.032 +PN,750064429290487,gompit,70,54.456 +PN,750064429290487,gompit,75,56.062 +PN,750064429290487,gompit,80,57.997 +PN,750064429290487,gompit,85,59.843 +PN,750064429290487,gompit,90,61.418 +PN,750064429290487,gompit,95,62.412 +PN,750064429290487,gompit,100,63.519 +PN,750064430290487,gompit,0,0.0 +PN,750064435290487,gompit,0,14.619 +PN,750064435290487,gompit,5,18.584 +PN,750064435290487,gompit,10,22.1 +PN,750064435290487,gompit,15,25.608 +PN,750064435290487,gompit,20,28.614 +PN,750064435290487,gompit,25,30.615 +PN,750064435290487,gompit,30,32.382 +PN,750064435290487,gompit,35,33.394 +PN,750064435290487,gompit,40,34.483 +PN,750064435290487,gompit,45,35.549 +PN,750064435290487,gompit,50,36.76 +PN,750064435290487,gompit,55,38.022 +PN,750064435290487,gompit,60,38.321 +PN,750064435290487,gompit,65,38.732 +PN,750064435290487,gompit,70,38.849 +PN,750064435290487,gompit,75,39.175 +PN,750064435290487,gompit,80,39.948 +PN,750064435290487,gompit,85,40.016 +PN,750064435290487,gompit,90,40.196 +PN,750064435290487,gompit,95,40.323 +PN,750064435290487,gompit,100,40.532 +PN,750064443290487,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_pn_native.csv b/calibration/output/gompit_fvs_csls/val_pn_native.csv new file mode 100644 index 00000000..ae2e220a --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_pn_native.csv @@ -0,0 +1,155 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +PN,750085108290487,native,0,10.266 +PN,750085108290487,native,5,30.487 +PN,750085108290487,native,10,82.524 +PN,750085108290487,native,15,117.974 +PN,750085108290487,native,20,142.354 +PN,750085108290487,native,25,166.055 +PN,750085108290487,native,30,179.406 +PN,750085108290487,native,35,196.007 +PN,750085108290487,native,40,207.153 +PN,750085108290487,native,45,216.306 +PN,750085108290487,native,50,225.245 +PN,750085108290487,native,55,232.691 +PN,750085108290487,native,60,243.502 +PN,750085108290487,native,65,249.177 +PN,750085108290487,native,70,253.624 +PN,750085108290487,native,75,259.663 +PN,750085108290487,native,80,263.583 +PN,750085108290487,native,85,270.281 +PN,750085108290487,native,90,272.548 +PN,750085108290487,native,95,277.435 +PN,750085108290487,native,100,281.108 +PN,750085143290487,native,0,14.261 +PN,750085143290487,native,5,42.265 +PN,750085143290487,native,10,78.136 +PN,750085143290487,native,15,113.037 +PN,750085143290487,native,20,147.277 +PN,750085143290487,native,25,179.73 +PN,750085143290487,native,30,198.342 +PN,750085143290487,native,35,206.948 +PN,750085143290487,native,40,219.856 +PN,750085143290487,native,45,225.653 +PN,750085143290487,native,50,235.991 +PN,750085143290487,native,55,240.309 +PN,750085143290487,native,60,249.795 +PN,750085143290487,native,65,254.76 +PN,750085143290487,native,70,261.786 +PN,750085143290487,native,75,264.584 +PN,750085143290487,native,80,269.698 +PN,750085143290487,native,85,273.047 +PN,750085143290487,native,90,277.33 +PN,750085143290487,native,95,280.438 +PN,750085143290487,native,100,284.984 +PN,750085155290487,native,0,0.0 +PN,750085174290487,native,0,0.0 +PN,750085204290487,native,0,0.0 +PN,750085224290487,native,0,0.0 +PN,750085232290487,native,0,6.663 +PN,750085232290487,native,5,14.222 +PN,750085232290487,native,10,24.957 +PN,750085232290487,native,15,41.267 +PN,750085232290487,native,20,62.772 +PN,750085232290487,native,25,89.137 +PN,750085232290487,native,30,121.034 +PN,750085232290487,native,35,151.855 +PN,750085232290487,native,40,186.548 +PN,750085232290487,native,45,215.699 +PN,750085232290487,native,50,249.926 +PN,750085232290487,native,55,284.208 +PN,750085232290487,native,60,325.625 +PN,750085232290487,native,65,369.085 +PN,750085232290487,native,70,390.646 +PN,750085232290487,native,75,409.753 +PN,750085232290487,native,80,422.655 +PN,750085232290487,native,85,438.122 +PN,750085232290487,native,90,466.283 +PN,750085232290487,native,95,479.886 +PN,750085232290487,native,100,496.355 +PN,750085270290487,native,0,0.0 +PN,750064422290487,native,0,12.005 +PN,750064422290487,native,5,23.796 +PN,750064422290487,native,10,39.832 +PN,750064422290487,native,15,58.526 +PN,750064422290487,native,20,80.418 +PN,750064422290487,native,25,104.034 +PN,750064422290487,native,30,128.54 +PN,750064422290487,native,35,153.373 +PN,750064422290487,native,40,179.016 +PN,750064422290487,native,45,202.918 +PN,750064422290487,native,50,219.888 +PN,750064422290487,native,55,232.831 +PN,750064422290487,native,60,245.252 +PN,750064422290487,native,65,254.224 +PN,750064422290487,native,70,261.949 +PN,750064422290487,native,75,267.845 +PN,750064422290487,native,80,273.148 +PN,750064422290487,native,85,278.923 +PN,750064422290487,native,90,284.567 +PN,750064422290487,native,95,296.023 +PN,750064422290487,native,100,306.047 +PN,750064428290487,native,0,2.112 +PN,750064428290487,native,5,5.801 +PN,750064428290487,native,10,14.644 +PN,750064428290487,native,15,27.658 +PN,750064428290487,native,20,43.211 +PN,750064428290487,native,25,63.616 +PN,750064428290487,native,30,84.158 +PN,750064428290487,native,35,108.192 +PN,750064428290487,native,40,133.969 +PN,750064428290487,native,45,160.962 +PN,750064428290487,native,50,185.899 +PN,750064428290487,native,55,210.779 +PN,750064428290487,native,60,239.247 +PN,750064428290487,native,65,262.993 +PN,750064428290487,native,70,280.654 +PN,750064428290487,native,75,293.997 +PN,750064428290487,native,80,303.136 +PN,750064428290487,native,85,312.236 +PN,750064428290487,native,90,317.671 +PN,750064428290487,native,95,325.882 +PN,750064428290487,native,100,334.21 +PN,750064429290487,native,0,7.89 +PN,750064429290487,native,5,13.998 +PN,750064429290487,native,10,21.505 +PN,750064429290487,native,15,30.518 +PN,750064429290487,native,20,40.784 +PN,750064429290487,native,25,52.108 +PN,750064429290487,native,30,65.287 +PN,750064429290487,native,35,78.426 +PN,750064429290487,native,40,92.362 +PN,750064429290487,native,45,106.967 +PN,750064429290487,native,50,121.713 +PN,750064429290487,native,55,137.992 +PN,750064429290487,native,60,155.101 +PN,750064429290487,native,65,173.193 +PN,750064429290487,native,70,188.586 +PN,750064429290487,native,75,204.207 +PN,750064429290487,native,80,220.56 +PN,750064429290487,native,85,235.979 +PN,750064429290487,native,90,250.156 +PN,750064429290487,native,95,262.676 +PN,750064429290487,native,100,275.138 +PN,750064430290487,native,0,0.0 +PN,750064435290487,native,0,14.619 +PN,750064435290487,native,5,21.507 +PN,750064435290487,native,10,29.512 +PN,750064435290487,native,15,39.205 +PN,750064435290487,native,20,50.067 +PN,750064435290487,native,25,61.08 +PN,750064435290487,native,30,73.242 +PN,750064435290487,native,35,85.399 +PN,750064435290487,native,40,99.279 +PN,750064435290487,native,45,114.44 +PN,750064435290487,native,50,131.486 +PN,750064435290487,native,55,150.267 +PN,750064435290487,native,60,167.267 +PN,750064435290487,native,65,185.555 +PN,750064435290487,native,70,203.251 +PN,750064435290487,native,75,222.462 +PN,750064435290487,native,80,244.825 +PN,750064435290487,native,85,263.73 +PN,750064435290487,native,90,282.992 +PN,750064435290487,native,95,302.434 +PN,750064435290487,native,100,321.648 +PN,750064443290487,native,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_sn_gompit.csv b/calibration/output/gompit_fvs_csls/val_sn_gompit.csv new file mode 100644 index 00000000..5c3a134c --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_sn_gompit.csv @@ -0,0 +1,211 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +SN,386106934489998,gompit,0,0.649 +SN,386106934489998,gompit,5,1.129 +SN,386106934489998,gompit,10,1.827 +SN,386106934489998,gompit,15,2.379 +SN,386106934489998,gompit,20,2.973 +SN,386106934489998,gompit,25,3.48 +SN,386106934489998,gompit,30,3.998 +SN,386106934489998,gompit,35,4.582 +SN,386106934489998,gompit,40,5.013 +SN,386106934489998,gompit,45,5.459 +SN,386106934489998,gompit,50,5.993 +SN,386106934489998,gompit,55,6.456 +SN,386106934489998,gompit,60,6.876 +SN,386106934489998,gompit,65,7.287 +SN,386106934489998,gompit,70,7.693 +SN,386106934489998,gompit,75,8.105 +SN,386106934489998,gompit,80,8.711 +SN,386106934489998,gompit,85,9.256 +SN,386106934489998,gompit,90,9.69 +SN,386106934489998,gompit,95,10.064 +SN,386106934489998,gompit,100,10.359 +SN,386106935489998,gompit,0,0.023 +SN,386106935489998,gompit,5,0.083 +SN,386106935489998,gompit,10,0.176 +SN,386106935489998,gompit,15,0.305 +SN,386106935489998,gompit,20,0.44 +SN,386106935489998,gompit,25,0.61 +SN,386106935489998,gompit,30,0.822 +SN,386106935489998,gompit,35,1.024 +SN,386106935489998,gompit,40,1.204 +SN,386106935489998,gompit,45,1.397 +SN,386106935489998,gompit,50,1.549 +SN,386106935489998,gompit,55,1.693 +SN,386106935489998,gompit,60,1.777 +SN,386106935489998,gompit,65,1.894 +SN,386106935489998,gompit,70,1.998 +SN,386106935489998,gompit,75,2.089 +SN,386106935489998,gompit,80,2.173 +SN,386106935489998,gompit,85,2.203 +SN,386106935489998,gompit,90,2.238 +SN,386106935489998,gompit,95,2.214 +SN,386106935489998,gompit,100,2.172 +SN,386106936489998,gompit,0,1.125 +SN,386106936489998,gompit,5,1.831 +SN,386106936489998,gompit,10,2.44 +SN,386106936489998,gompit,15,2.964 +SN,386106936489998,gompit,20,3.454 +SN,386106936489998,gompit,25,3.947 +SN,386106936489998,gompit,30,4.406 +SN,386106936489998,gompit,35,4.851 +SN,386106936489998,gompit,40,5.237 +SN,386106936489998,gompit,45,5.561 +SN,386106936489998,gompit,50,5.979 +SN,386106936489998,gompit,55,6.131 +SN,386106936489998,gompit,60,6.293 +SN,386106936489998,gompit,65,6.32 +SN,386106936489998,gompit,70,6.373 +SN,386106936489998,gompit,75,6.33 +SN,386106936489998,gompit,80,6.318 +SN,386106936489998,gompit,85,6.246 +SN,386106936489998,gompit,90,6.09 +SN,386106936489998,gompit,95,5.885 +SN,386106936489998,gompit,100,5.732 +SN,386106937489998,gompit,0,0.332 +SN,386106937489998,gompit,5,0.766 +SN,386106937489998,gompit,10,1.293 +SN,386106937489998,gompit,15,1.845 +SN,386106937489998,gompit,20,2.271 +SN,386106937489998,gompit,25,2.611 +SN,386106937489998,gompit,30,2.875 +SN,386106937489998,gompit,35,2.994 +SN,386106937489998,gompit,40,3.045 +SN,386106937489998,gompit,45,3.02 +SN,386106937489998,gompit,50,3.002 +SN,386106937489998,gompit,55,2.983 +SN,386106937489998,gompit,60,2.871 +SN,386106937489998,gompit,65,2.809 +SN,386106937489998,gompit,70,2.687 +SN,386106937489998,gompit,75,2.603 +SN,386106937489998,gompit,80,2.546 +SN,386106937489998,gompit,85,2.475 +SN,386106937489998,gompit,90,2.31 +SN,386106937489998,gompit,95,2.201 +SN,386106937489998,gompit,100,2.101 +SN,386106938489998,gompit,0,0.745 +SN,386106938489998,gompit,5,1.3 +SN,386106938489998,gompit,10,2.148 +SN,386106938489998,gompit,15,2.792 +SN,386106938489998,gompit,20,3.476 +SN,386106938489998,gompit,25,4.189 +SN,386106938489998,gompit,30,5.148 +SN,386106938489998,gompit,35,6.295 +SN,386106938489998,gompit,40,7.381 +SN,386106938489998,gompit,45,8.47 +SN,386106938489998,gompit,50,9.859 +SN,386106938489998,gompit,55,11.341 +SN,386106938489998,gompit,60,12.697 +SN,386106938489998,gompit,65,14.286 +SN,386106938489998,gompit,70,16.338 +SN,386106938489998,gompit,75,18.209 +SN,386106938489998,gompit,80,20.122 +SN,386106938489998,gompit,85,21.823 +SN,386106938489998,gompit,90,23.661 +SN,386106938489998,gompit,95,25.517 +SN,386106938489998,gompit,100,27.497 +SN,189296681020004,gompit,0,0.221 +SN,189296681020004,gompit,5,0.919 +SN,189296681020004,gompit,10,2.418 +SN,189296681020004,gompit,15,3.481 +SN,189296681020004,gompit,20,4.764 +SN,189296681020004,gompit,25,6.09 +SN,189296681020004,gompit,30,7.545 +SN,189296681020004,gompit,35,9.216 +SN,189296681020004,gompit,40,11.123 +SN,189296681020004,gompit,45,13.266 +SN,189296681020004,gompit,50,15.312 +SN,189296681020004,gompit,55,17.609 +SN,189296681020004,gompit,60,19.979 +SN,189296681020004,gompit,65,22.31 +SN,189296681020004,gompit,70,25.124 +SN,189296681020004,gompit,75,28.028 +SN,189296681020004,gompit,80,30.746 +SN,189296681020004,gompit,85,33.613 +SN,189296681020004,gompit,90,36.72 +SN,189296681020004,gompit,95,39.763 +SN,189296681020004,gompit,100,42.655 +SN,189296682020004,gompit,0,0.441 +SN,189296682020004,gompit,5,1.189 +SN,189296682020004,gompit,10,2.185 +SN,189296682020004,gompit,15,3.341 +SN,189296682020004,gompit,20,4.501 +SN,189296682020004,gompit,25,5.708 +SN,189296682020004,gompit,30,7.044 +SN,189296682020004,gompit,35,8.288 +SN,189296682020004,gompit,40,9.527 +SN,189296682020004,gompit,45,10.605 +SN,189296682020004,gompit,50,11.616 +SN,189296682020004,gompit,55,12.385 +SN,189296682020004,gompit,60,13.081 +SN,189296682020004,gompit,65,13.618 +SN,189296682020004,gompit,70,14.131 +SN,189296682020004,gompit,75,14.296 +SN,189296682020004,gompit,80,14.575 +SN,189296682020004,gompit,85,14.675 +SN,189296682020004,gompit,90,14.593 +SN,189296682020004,gompit,95,14.58 +SN,189296682020004,gompit,100,14.228 +SN,189296683020004,gompit,0,0.637 +SN,189296683020004,gompit,5,1.352 +SN,189296683020004,gompit,10,1.771 +SN,189296683020004,gompit,15,2.114 +SN,189296683020004,gompit,20,2.344 +SN,189296683020004,gompit,25,2.638 +SN,189296683020004,gompit,30,2.913 +SN,189296683020004,gompit,35,3.155 +SN,189296683020004,gompit,40,3.462 +SN,189296683020004,gompit,45,3.789 +SN,189296683020004,gompit,50,4.14 +SN,189296683020004,gompit,55,4.535 +SN,189296683020004,gompit,60,4.94 +SN,189296683020004,gompit,65,5.556 +SN,189296683020004,gompit,70,6.109 +SN,189296683020004,gompit,75,6.516 +SN,189296683020004,gompit,80,6.901 +SN,189296683020004,gompit,85,7.258 +SN,189296683020004,gompit,90,7.787 +SN,189296683020004,gompit,95,8.534 +SN,189296683020004,gompit,100,9.441 +SN,189296684020004,gompit,0,0.046 +SN,189296684020004,gompit,5,0.083 +SN,189296684020004,gompit,10,0.126 +SN,189296684020004,gompit,15,0.172 +SN,189296684020004,gompit,20,0.21 +SN,189296684020004,gompit,25,0.253 +SN,189296684020004,gompit,30,0.301 +SN,189296684020004,gompit,35,0.325 +SN,189296684020004,gompit,40,0.348 +SN,189296684020004,gompit,45,0.369 +SN,189296684020004,gompit,50,0.381 +SN,189296684020004,gompit,55,0.394 +SN,189296684020004,gompit,60,0.404 +SN,189296684020004,gompit,65,0.404 +SN,189296684020004,gompit,70,0.417 +SN,189296684020004,gompit,75,0.481 +SN,189296684020004,gompit,80,0.544 +SN,189296684020004,gompit,85,0.614 +SN,189296684020004,gompit,90,0.682 +SN,189296684020004,gompit,95,0.763 +SN,189296684020004,gompit,100,0.835 +SN,189296685020004,gompit,0,0.53 +SN,189296685020004,gompit,5,1.005 +SN,189296685020004,gompit,10,1.523 +SN,189296685020004,gompit,15,2.082 +SN,189296685020004,gompit,20,2.662 +SN,189296685020004,gompit,25,3.3 +SN,189296685020004,gompit,30,3.913 +SN,189296685020004,gompit,35,4.532 +SN,189296685020004,gompit,40,4.837 +SN,189296685020004,gompit,45,5.2 +SN,189296685020004,gompit,50,5.611 +SN,189296685020004,gompit,55,5.912 +SN,189296685020004,gompit,60,6.196 +SN,189296685020004,gompit,65,6.426 +SN,189296685020004,gompit,70,6.478 +SN,189296685020004,gompit,75,6.536 +SN,189296685020004,gompit,80,6.513 +SN,189296685020004,gompit,85,6.466 +SN,189296685020004,gompit,90,6.341 +SN,189296685020004,gompit,95,6.221 +SN,189296685020004,gompit,100,6.08 diff --git a/calibration/output/gompit_fvs_csls/val_sn_native.csv b/calibration/output/gompit_fvs_csls/val_sn_native.csv new file mode 100644 index 00000000..02c8b40c --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_sn_native.csv @@ -0,0 +1,211 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +SN,386106934489998,native,0,0.649 +SN,386106934489998,native,5,1.24 +SN,386106934489998,native,10,2.247 +SN,386106934489998,native,15,3.207 +SN,386106934489998,native,20,4.343 +SN,386106934489998,native,25,5.506 +SN,386106934489998,native,30,6.844 +SN,386106934489998,native,35,8.433 +SN,386106934489998,native,40,9.909 +SN,386106934489998,native,45,11.567 +SN,386106934489998,native,50,13.433 +SN,386106934489998,native,55,15.327 +SN,386106934489998,native,60,17.16 +SN,386106934489998,native,65,19.255 +SN,386106934489998,native,70,21.451 +SN,386106934489998,native,75,23.705 +SN,386106934489998,native,80,26.166 +SN,386106934489998,native,85,28.663 +SN,386106934489998,native,90,31.025 +SN,386106934489998,native,95,33.453 +SN,386106934489998,native,100,35.765 +SN,386106935489998,native,0,0.023 +SN,386106935489998,native,5,0.095 +SN,386106935489998,native,10,0.229 +SN,386106935489998,native,15,0.447 +SN,386106935489998,native,20,0.722 +SN,386106935489998,native,25,1.135 +SN,386106935489998,native,30,1.728 +SN,386106935489998,native,35,2.416 +SN,386106935489998,native,40,3.169 +SN,386106935489998,native,45,4.085 +SN,386106935489998,native,50,4.918 +SN,386106935489998,native,55,5.972 +SN,386106935489998,native,60,6.854 +SN,386106935489998,native,65,8.018 +SN,386106935489998,native,70,9.131 +SN,386106935489998,native,75,10.436 +SN,386106935489998,native,80,11.941 +SN,386106935489998,native,85,13.442 +SN,386106935489998,native,90,15.103 +SN,386106935489998,native,95,16.385 +SN,386106935489998,native,100,17.751 +SN,386106936489998,native,0,1.125 +SN,386106936489998,native,5,2.26 +SN,386106936489998,native,10,3.683 +SN,386106936489998,native,15,5.403 +SN,386106936489998,native,20,7.611 +SN,386106936489998,native,25,10.364 +SN,386106936489998,native,30,13.706 +SN,386106936489998,native,35,17.259 +SN,386106936489998,native,40,21.123 +SN,386106936489998,native,45,25.374 +SN,386106936489998,native,50,30.562 +SN,386106936489998,native,55,35.49 +SN,386106936489998,native,60,40.679 +SN,386106936489998,native,65,45.702 +SN,386106936489998,native,70,51.282 +SN,386106936489998,native,75,57.109 +SN,386106936489998,native,80,63.529 +SN,386106936489998,native,85,69.678 +SN,386106936489998,native,90,75.513 +SN,386106936489998,native,95,80.702 +SN,386106936489998,native,100,87.177 +SN,386106937489998,native,0,0.332 +SN,386106937489998,native,5,0.988 +SN,386106937489998,native,10,2.141 +SN,386106937489998,native,15,3.878 +SN,386106937489998,native,20,6.082 +SN,386106937489998,native,25,8.755 +SN,386106937489998,native,30,11.957 +SN,386106937489998,native,35,15.323 +SN,386106937489998,native,40,18.846 +SN,386106937489998,native,45,22.32 +SN,386106937489998,native,50,26.182 +SN,386106937489998,native,55,30.129 +SN,386106937489998,native,60,33.783 +SN,386106937489998,native,65,37.596 +SN,386106937489998,native,70,40.978 +SN,386106937489998,native,75,44.441 +SN,386106937489998,native,80,48.039 +SN,386106937489998,native,85,51.606 +SN,386106937489998,native,90,54.433 +SN,386106937489998,native,95,57.215 +SN,386106937489998,native,100,59.952 +SN,386106938489998,native,0,0.745 +SN,386106938489998,native,5,1.512 +SN,386106938489998,native,10,2.906 +SN,386106938489998,native,15,4.255 +SN,386106938489998,native,20,5.856 +SN,386106938489998,native,25,7.598 +SN,386106938489998,native,30,9.78 +SN,386106938489998,native,35,12.24 +SN,386106938489998,native,40,14.843 +SN,386106938489998,native,45,17.359 +SN,386106938489998,native,50,20.589 +SN,386106938489998,native,55,23.899 +SN,386106938489998,native,60,26.919 +SN,386106938489998,native,65,30.285 +SN,386106938489998,native,70,34.399 +SN,386106938489998,native,75,37.896 +SN,386106938489998,native,80,41.513 +SN,386106938489998,native,85,45.033 +SN,386106938489998,native,90,48.52 +SN,386106938489998,native,95,52.218 +SN,386106938489998,native,100,55.942 +SN,189296681020004,native,0,0.221 +SN,189296681020004,native,5,1.023 +SN,189296681020004,native,10,2.761 +SN,189296681020004,native,15,4.423 +SN,189296681020004,native,20,6.656 +SN,189296681020004,native,25,9.317 +SN,189296681020004,native,30,12.406 +SN,189296681020004,native,35,16.07 +SN,189296681020004,native,40,20.196 +SN,189296681020004,native,45,24.682 +SN,189296681020004,native,50,29.023 +SN,189296681020004,native,55,33.476 +SN,189296681020004,native,60,38.167 +SN,189296681020004,native,65,42.825 +SN,189296681020004,native,70,47.387 +SN,189296681020004,native,75,51.64 +SN,189296681020004,native,80,56.176 +SN,189296681020004,native,85,60.204 +SN,189296681020004,native,90,64.219 +SN,189296681020004,native,95,68.254 +SN,189296681020004,native,100,71.758 +SN,189296682020004,native,0,0.441 +SN,189296682020004,native,5,1.388 +SN,189296682020004,native,10,2.889 +SN,189296682020004,native,15,4.998 +SN,189296682020004,native,20,7.602 +SN,189296682020004,native,25,10.864 +SN,189296682020004,native,30,14.98 +SN,189296682020004,native,35,19.829 +SN,189296682020004,native,40,25.466 +SN,189296682020004,native,45,31.561 +SN,189296682020004,native,50,38.334 +SN,189296682020004,native,55,45.174 +SN,189296682020004,native,60,52.371 +SN,189296682020004,native,65,59.727 +SN,189296682020004,native,70,67.624 +SN,189296682020004,native,75,74.603 +SN,189296682020004,native,80,82.292 +SN,189296682020004,native,85,90.151 +SN,189296682020004,native,90,97.797 +SN,189296682020004,native,95,107.378 +SN,189296682020004,native,100,112.863 +SN,189296683020004,native,0,0.637 +SN,189296683020004,native,5,1.549 +SN,189296683020004,native,10,2.298 +SN,189296683020004,native,15,3.102 +SN,189296683020004,native,20,3.864 +SN,189296683020004,native,25,4.879 +SN,189296683020004,native,30,5.979 +SN,189296683020004,native,35,7.195 +SN,189296683020004,native,40,8.609 +SN,189296683020004,native,45,10.242 +SN,189296683020004,native,50,12.101 +SN,189296683020004,native,55,14.095 +SN,189296683020004,native,60,16.415 +SN,189296683020004,native,65,19.212 +SN,189296683020004,native,70,22.069 +SN,189296683020004,native,75,24.833 +SN,189296683020004,native,80,27.653 +SN,189296683020004,native,85,30.654 +SN,189296683020004,native,90,34.344 +SN,189296683020004,native,95,38.597 +SN,189296683020004,native,100,43.525 +SN,189296684020004,native,0,0.046 +SN,189296684020004,native,5,0.093 +SN,189296684020004,native,10,0.16 +SN,189296684020004,native,15,0.245 +SN,189296684020004,native,20,0.337 +SN,189296684020004,native,25,0.456 +SN,189296684020004,native,30,0.609 +SN,189296684020004,native,35,0.735 +SN,189296684020004,native,40,0.883 +SN,189296684020004,native,45,1.047 +SN,189296684020004,native,50,1.209 +SN,189296684020004,native,55,1.394 +SN,189296684020004,native,60,1.6 +SN,189296684020004,native,65,1.794 +SN,189296684020004,native,70,2.083 +SN,189296684020004,native,75,2.368 +SN,189296684020004,native,80,2.635 +SN,189296684020004,native,85,2.925 +SN,189296684020004,native,90,3.196 +SN,189296684020004,native,95,3.51 +SN,189296684020004,native,100,3.761 +SN,189296685020004,native,0,0.53 +SN,189296685020004,native,5,1.177 +SN,189296685020004,native,10,2.079 +SN,189296685020004,native,15,3.301 +SN,189296685020004,native,20,4.88 +SN,189296685020004,native,25,6.948 +SN,189296685020004,native,30,9.408 +SN,189296685020004,native,35,12.321 +SN,189296685020004,native,40,14.919 +SN,189296685020004,native,45,18.084 +SN,189296685020004,native,50,21.788 +SN,189296685020004,native,55,25.505 +SN,189296685020004,native,60,29.792 +SN,189296685020004,native,65,34.261 +SN,189296685020004,native,70,38.347 +SN,189296685020004,native,75,42.687 +SN,189296685020004,native,80,47.512 +SN,189296685020004,native,85,52.02 +SN,189296685020004,native,90,56.804 +SN,189296685020004,native,95,60.886 +SN,189296685020004,native,100,66.098 diff --git a/calibration/output/gompit_fvs_csls/val_so_gompit.csv b/calibration/output/gompit_fvs_csls/val_so_gompit.csv new file mode 100644 index 00000000..c0df7c6a --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_so_gompit.csv @@ -0,0 +1,49 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +SO,750087404290487,gompit,0,0.0 +SO,750087444290487,gompit,0,17.39 +SO,750087444290487,gompit,5,32.087 +SO,750087444290487,gompit,10,46.792 +SO,750087444290487,gompit,15,61.708 +SO,750087444290487,gompit,20,72.242 +SO,750087444290487,gompit,25,79.621 +SO,750087444290487,gompit,30,86.265 +SO,750087444290487,gompit,35,92.568 +SO,750087444290487,gompit,40,98.344 +SO,750087444290487,gompit,45,103.701 +SO,750087444290487,gompit,50,108.731 +SO,750087444290487,gompit,55,113.402 +SO,750087444290487,gompit,60,117.816 +SO,750087444290487,gompit,65,121.899 +SO,750087444290487,gompit,70,125.865 +SO,750087444290487,gompit,75,128.375 +SO,750087444290487,gompit,80,130.777 +SO,750087444290487,gompit,85,132.975 +SO,750087444290487,gompit,90,135.107 +SO,750087444290487,gompit,95,136.499 +SO,750087444290487,gompit,100,137.661 +SO,750087448290487,gompit,0,0.0 +SO,750087498290487,gompit,0,43.972 +SO,750087498290487,gompit,5,53.112 +SO,750087498290487,gompit,10,62.163 +SO,750087498290487,gompit,15,71.723 +SO,750087498290487,gompit,20,82.83 +SO,750087498290487,gompit,25,94.899 +SO,750087498290487,gompit,30,108.757 +SO,750087498290487,gompit,35,123.191 +SO,750087498290487,gompit,40,138.204 +SO,750087498290487,gompit,45,153.179 +SO,750087498290487,gompit,50,169.357 +SO,750087498290487,gompit,55,185.151 +SO,750087498290487,gompit,60,200.901 +SO,750087498290487,gompit,65,215.849 +SO,750087498290487,gompit,70,230.39 +SO,750087498290487,gompit,75,242.995 +SO,750087498290487,gompit,80,254.809 +SO,750087498290487,gompit,85,263.916 +SO,750087498290487,gompit,90,271.536 +SO,750087498290487,gompit,95,278.082 +SO,750087498290487,gompit,100,283.483 +SO,750087456290487,gompit,0,0.0 +SO,750087463290487,gompit,0,0.0 +SO,750087312290487,gompit,0,0.0 +SO,750087284290487,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_so_native.csv b/calibration/output/gompit_fvs_csls/val_so_native.csv new file mode 100644 index 00000000..f343dde5 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_so_native.csv @@ -0,0 +1,49 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +SO,750087404290487,native,0,0.0 +SO,750087444290487,native,0,17.39 +SO,750087444290487,native,5,32.087 +SO,750087444290487,native,10,46.792 +SO,750087444290487,native,15,61.708 +SO,750087444290487,native,20,72.242 +SO,750087444290487,native,25,79.621 +SO,750087444290487,native,30,86.265 +SO,750087444290487,native,35,92.568 +SO,750087444290487,native,40,98.344 +SO,750087444290487,native,45,103.701 +SO,750087444290487,native,50,108.731 +SO,750087444290487,native,55,113.402 +SO,750087444290487,native,60,117.816 +SO,750087444290487,native,65,121.899 +SO,750087444290487,native,70,125.865 +SO,750087444290487,native,75,128.375 +SO,750087444290487,native,80,130.777 +SO,750087444290487,native,85,132.975 +SO,750087444290487,native,90,135.107 +SO,750087444290487,native,95,137.105 +SO,750087444290487,native,100,139.051 +SO,750087448290487,native,0,0.0 +SO,750087498290487,native,0,43.972 +SO,750087498290487,native,5,53.112 +SO,750087498290487,native,10,62.163 +SO,750087498290487,native,15,71.723 +SO,750087498290487,native,20,82.83 +SO,750087498290487,native,25,94.899 +SO,750087498290487,native,30,108.757 +SO,750087498290487,native,35,123.191 +SO,750087498290487,native,40,138.204 +SO,750087498290487,native,45,153.179 +SO,750087498290487,native,50,169.357 +SO,750087498290487,native,55,185.151 +SO,750087498290487,native,60,200.901 +SO,750087498290487,native,65,215.849 +SO,750087498290487,native,70,230.39 +SO,750087498290487,native,75,242.995 +SO,750087498290487,native,80,254.809 +SO,750087498290487,native,85,263.916 +SO,750087498290487,native,90,271.536 +SO,750087498290487,native,95,278.082 +SO,750087498290487,native,100,283.483 +SO,750087456290487,native,0,0.0 +SO,750087463290487,native,0,0.0 +SO,750087312290487,native,0,0.0 +SO,750087284290487,native,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_tt_gompit.csv b/calibration/output/gompit_fvs_csls/val_tt_gompit.csv new file mode 100644 index 00000000..c888a797 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_tt_gompit.csv @@ -0,0 +1,173 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +TT,4731562010690,gompit,0,0.0 +TT,4716087010690,gompit,0,0.279 +TT,4716087010690,gompit,5,0.44 +TT,4716087010690,gompit,10,0.626 +TT,4716087010690,gompit,15,0.829 +TT,4716087010690,gompit,20,1.046 +TT,4716087010690,gompit,25,1.254 +TT,4716087010690,gompit,30,1.488 +TT,4716087010690,gompit,35,1.745 +TT,4716087010690,gompit,40,1.961 +TT,4716087010690,gompit,45,2.159 +TT,4716087010690,gompit,50,2.331 +TT,4716087010690,gompit,55,2.473 +TT,4716087010690,gompit,60,2.583 +TT,4716087010690,gompit,65,2.785 +TT,4716087010690,gompit,70,2.937 +TT,4716087010690,gompit,75,3.062 +TT,4716087010690,gompit,80,3.124 +TT,4716087010690,gompit,85,3.185 +TT,4716087010690,gompit,90,3.218 +TT,4716087010690,gompit,95,3.243 +TT,4716087010690,gompit,100,3.266 +TT,188772794020004,gompit,0,0.0 +TT,188772794020004,gompit,5,0.0 +TT,188772794020004,gompit,10,0.0 +TT,188772794020004,gompit,15,0.0 +TT,188772794020004,gompit,20,0.0 +TT,188772794020004,gompit,25,0.0 +TT,188772794020004,gompit,30,0.0 +TT,188772794020004,gompit,35,0.0 +TT,188772794020004,gompit,40,0.0 +TT,188772794020004,gompit,45,0.0 +TT,188772794020004,gompit,50,0.0 +TT,188772794020004,gompit,55,0.0 +TT,188772794020004,gompit,60,0.0 +TT,188772794020004,gompit,65,0.0 +TT,188772794020004,gompit,70,0.0 +TT,188772794020004,gompit,75,0.0 +TT,188772794020004,gompit,80,0.0 +TT,188772794020004,gompit,85,0.0 +TT,188772794020004,gompit,90,0.0 +TT,188772794020004,gompit,95,0.0 +TT,188772794020004,gompit,100,0.0 +TT,188772795020004,gompit,0,0.014 +TT,188772795020004,gompit,5,0.04 +TT,188772795020004,gompit,10,0.044 +TT,188772795020004,gompit,15,0.048 +TT,188772795020004,gompit,20,0.056 +TT,188772795020004,gompit,25,0.064 +TT,188772795020004,gompit,30,0.074 +TT,188772795020004,gompit,35,0.083 +TT,188772795020004,gompit,40,0.095 +TT,188772795020004,gompit,45,0.108 +TT,188772795020004,gompit,50,0.119 +TT,188772795020004,gompit,55,0.132 +TT,188772795020004,gompit,60,0.148 +TT,188772795020004,gompit,65,0.162 +TT,188772795020004,gompit,70,0.205 +TT,188772795020004,gompit,75,0.244 +TT,188772795020004,gompit,80,0.295 +TT,188772795020004,gompit,85,0.35 +TT,188772795020004,gompit,90,0.427 +TT,188772795020004,gompit,95,0.492 +TT,188772795020004,gompit,100,0.58 +TT,188772799020004,gompit,0,0.0 +TT,188772799020004,gompit,5,0.0 +TT,188772799020004,gompit,10,0.0 +TT,188772799020004,gompit,15,0.0 +TT,188772799020004,gompit,20,0.0 +TT,188772799020004,gompit,25,0.0 +TT,188772799020004,gompit,30,0.0 +TT,188772799020004,gompit,35,0.0 +TT,188772799020004,gompit,40,0.0 +TT,188772799020004,gompit,45,0.0 +TT,188772799020004,gompit,50,0.0 +TT,188772799020004,gompit,55,0.0 +TT,188772799020004,gompit,60,0.0 +TT,188772799020004,gompit,65,0.0 +TT,188772799020004,gompit,70,0.0 +TT,188772799020004,gompit,75,0.0 +TT,188772799020004,gompit,80,0.0 +TT,188772799020004,gompit,85,0.0 +TT,188772799020004,gompit,90,0.0 +TT,188772799020004,gompit,95,0.0 +TT,188772799020004,gompit,100,0.0 +TT,188772801020004,gompit,0,0.0 +TT,5376576010690,gompit,0,0.0 +TT,5376606010690,gompit,0,0.0 +TT,188772900020004,gompit,0,0.006 +TT,188772900020004,gompit,5,0.012 +TT,188772900020004,gompit,10,0.02 +TT,188772900020004,gompit,15,0.029 +TT,188772900020004,gompit,20,0.037 +TT,188772900020004,gompit,25,0.077 +TT,188772900020004,gompit,30,0.12 +TT,188772900020004,gompit,35,0.188 +TT,188772900020004,gompit,40,0.261 +TT,188772900020004,gompit,45,0.316 +TT,188772900020004,gompit,50,0.39 +TT,188772900020004,gompit,55,0.434 +TT,188772900020004,gompit,60,0.53 +TT,188772900020004,gompit,65,0.606 +TT,188772900020004,gompit,70,0.715 +TT,188772900020004,gompit,75,0.764 +TT,188772900020004,gompit,80,0.837 +TT,188772900020004,gompit,85,0.919 +TT,188772900020004,gompit,90,0.937 +TT,188772900020004,gompit,95,1.047 +TT,188772900020004,gompit,100,1.161 +TT,188772905020004,gompit,0,0.187 +TT,188772905020004,gompit,5,0.282 +TT,188772905020004,gompit,10,0.395 +TT,188772905020004,gompit,15,0.518 +TT,188772905020004,gompit,20,0.635 +TT,188772905020004,gompit,25,0.713 +TT,188772905020004,gompit,30,0.808 +TT,188772905020004,gompit,35,0.889 +TT,188772905020004,gompit,40,0.965 +TT,188772905020004,gompit,45,1.023 +TT,188772905020004,gompit,50,1.077 +TT,188772905020004,gompit,55,1.106 +TT,188772905020004,gompit,60,1.147 +TT,188772905020004,gompit,65,1.132 +TT,188772905020004,gompit,70,1.148 +TT,188772905020004,gompit,75,1.161 +TT,188772905020004,gompit,80,1.19 +TT,188772905020004,gompit,85,1.166 +TT,188772905020004,gompit,90,1.242 +TT,188772905020004,gompit,95,1.326 +TT,188772905020004,gompit,100,1.392 +TT,4715698010690,gompit,0,0.0 +TT,4715698010690,gompit,5,0.0 +TT,4715698010690,gompit,10,0.0 +TT,4715698010690,gompit,15,0.0 +TT,4715698010690,gompit,20,0.0 +TT,4715698010690,gompit,25,0.0 +TT,4715698010690,gompit,30,0.0 +TT,4715698010690,gompit,35,0.0 +TT,4715698010690,gompit,40,0.0 +TT,4715698010690,gompit,45,0.0 +TT,4715698010690,gompit,50,0.0 +TT,4715698010690,gompit,55,0.0 +TT,4715698010690,gompit,60,0.0 +TT,4715698010690,gompit,65,0.0 +TT,4715698010690,gompit,70,0.0 +TT,4715698010690,gompit,75,0.0 +TT,4715698010690,gompit,80,0.0 +TT,4715698010690,gompit,85,0.0 +TT,4715698010690,gompit,90,0.0 +TT,4715698010690,gompit,95,0.0 +TT,4715698010690,gompit,100,0.0 +TT,12268760010690,gompit,0,0.002 +TT,12268760010690,gompit,5,0.012 +TT,12268760010690,gompit,10,0.032 +TT,12268760010690,gompit,15,0.038 +TT,12268760010690,gompit,20,0.045 +TT,12268760010690,gompit,25,0.052 +TT,12268760010690,gompit,30,0.058 +TT,12268760010690,gompit,35,0.065 +TT,12268760010690,gompit,40,0.072 +TT,12268760010690,gompit,45,0.086 +TT,12268760010690,gompit,50,0.096 +TT,12268760010690,gompit,55,0.109 +TT,12268760010690,gompit,60,0.127 +TT,12268760010690,gompit,65,0.145 +TT,12268760010690,gompit,70,0.178 +TT,12268760010690,gompit,75,0.213 +TT,12268760010690,gompit,80,0.263 +TT,12268760010690,gompit,85,0.323 +TT,12268760010690,gompit,90,0.4 +TT,12268760010690,gompit,95,0.489 +TT,12268760010690,gompit,100,0.573 diff --git a/calibration/output/gompit_fvs_csls/val_tt_native.csv b/calibration/output/gompit_fvs_csls/val_tt_native.csv new file mode 100644 index 00000000..40d48b0c --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_tt_native.csv @@ -0,0 +1,173 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +TT,4731562010690,native,0,0.0 +TT,4716087010690,native,0,0.279 +TT,4716087010690,native,5,0.475 +TT,4716087010690,native,10,0.731 +TT,4716087010690,native,15,1.044 +TT,4716087010690,native,20,1.438 +TT,4716087010690,native,25,1.884 +TT,4716087010690,native,30,2.422 +TT,4716087010690,native,35,3.046 +TT,4716087010690,native,40,3.704 +TT,4716087010690,native,45,4.399 +TT,4716087010690,native,50,5.117 +TT,4716087010690,native,55,5.914 +TT,4716087010690,native,60,6.67 +TT,4716087010690,native,65,7.659 +TT,4716087010690,native,70,8.656 +TT,4716087010690,native,75,9.674 +TT,4716087010690,native,80,10.638 +TT,4716087010690,native,85,11.696 +TT,4716087010690,native,90,12.791 +TT,4716087010690,native,95,13.957 +TT,4716087010690,native,100,15.185 +TT,188772794020004,native,0,0.0 +TT,188772794020004,native,5,0.0 +TT,188772794020004,native,10,0.0 +TT,188772794020004,native,15,0.0 +TT,188772794020004,native,20,0.0 +TT,188772794020004,native,25,0.0 +TT,188772794020004,native,30,0.0 +TT,188772794020004,native,35,0.0 +TT,188772794020004,native,40,0.0 +TT,188772794020004,native,45,0.0 +TT,188772794020004,native,50,0.0 +TT,188772794020004,native,55,0.0 +TT,188772794020004,native,60,0.0 +TT,188772794020004,native,65,0.0 +TT,188772794020004,native,70,0.0 +TT,188772794020004,native,75,0.0 +TT,188772794020004,native,80,0.0 +TT,188772794020004,native,85,0.0 +TT,188772794020004,native,90,0.0 +TT,188772794020004,native,95,0.0 +TT,188772794020004,native,100,0.0 +TT,188772795020004,native,0,0.014 +TT,188772795020004,native,5,0.046 +TT,188772795020004,native,10,0.058 +TT,188772795020004,native,15,0.073 +TT,188772795020004,native,20,0.096 +TT,188772795020004,native,25,0.124 +TT,188772795020004,native,30,0.158 +TT,188772795020004,native,35,0.2 +TT,188772795020004,native,40,0.25 +TT,188772795020004,native,45,0.315 +TT,188772795020004,native,50,0.388 +TT,188772795020004,native,55,0.473 +TT,188772795020004,native,60,0.567 +TT,188772795020004,native,65,0.679 +TT,188772795020004,native,70,0.802 +TT,188772795020004,native,75,0.96 +TT,188772795020004,native,80,1.115 +TT,188772795020004,native,85,1.311 +TT,188772795020004,native,90,1.558 +TT,188772795020004,native,95,1.76 +TT,188772795020004,native,100,2.008 +TT,188772799020004,native,0,0.0 +TT,188772799020004,native,5,0.0 +TT,188772799020004,native,10,0.0 +TT,188772799020004,native,15,0.0 +TT,188772799020004,native,20,0.0 +TT,188772799020004,native,25,0.0 +TT,188772799020004,native,30,0.0 +TT,188772799020004,native,35,0.0 +TT,188772799020004,native,40,0.0 +TT,188772799020004,native,45,0.0 +TT,188772799020004,native,50,0.0 +TT,188772799020004,native,55,0.0 +TT,188772799020004,native,60,0.0 +TT,188772799020004,native,65,0.0 +TT,188772799020004,native,70,0.0 +TT,188772799020004,native,75,0.0 +TT,188772799020004,native,80,0.0 +TT,188772799020004,native,85,0.0 +TT,188772799020004,native,90,0.0 +TT,188772799020004,native,95,0.0 +TT,188772799020004,native,100,0.0 +TT,188772801020004,native,0,0.0 +TT,5376576010690,native,0,0.0 +TT,5376606010690,native,0,0.0 +TT,188772900020004,native,0,0.006 +TT,188772900020004,native,5,0.014 +TT,188772900020004,native,10,0.024 +TT,188772900020004,native,15,0.038 +TT,188772900020004,native,20,0.054 +TT,188772900020004,native,25,0.119 +TT,188772900020004,native,30,0.2 +TT,188772900020004,native,35,0.327 +TT,188772900020004,native,40,0.478 +TT,188772900020004,native,45,0.618 +TT,188772900020004,native,50,0.805 +TT,188772900020004,native,55,0.959 +TT,188772900020004,native,60,1.206 +TT,188772900020004,native,65,1.446 +TT,188772900020004,native,70,1.77 +TT,188772900020004,native,75,2.017 +TT,188772900020004,native,80,2.324 +TT,188772900020004,native,85,2.676 +TT,188772900020004,native,90,2.983 +TT,188772900020004,native,95,3.303 +TT,188772900020004,native,100,3.651 +TT,188772905020004,native,0,0.187 +TT,188772905020004,native,5,0.311 +TT,188772905020004,native,10,0.478 +TT,188772905020004,native,15,0.69 +TT,188772905020004,native,20,0.929 +TT,188772905020004,native,25,1.151 +TT,188772905020004,native,30,1.422 +TT,188772905020004,native,35,1.694 +TT,188772905020004,native,40,2.024 +TT,188772905020004,native,45,2.313 +TT,188772905020004,native,50,2.639 +TT,188772905020004,native,55,2.95 +TT,188772905020004,native,60,3.298 +TT,188772905020004,native,65,3.534 +TT,188772905020004,native,70,3.823 +TT,188772905020004,native,75,4.157 +TT,188772905020004,native,80,4.561 +TT,188772905020004,native,85,4.89 +TT,188772905020004,native,90,5.183 +TT,188772905020004,native,95,5.445 +TT,188772905020004,native,100,5.668 +TT,4715698010690,native,0,0.0 +TT,4715698010690,native,5,0.0 +TT,4715698010690,native,10,0.0 +TT,4715698010690,native,15,0.0 +TT,4715698010690,native,20,0.0 +TT,4715698010690,native,25,0.0 +TT,4715698010690,native,30,0.0 +TT,4715698010690,native,35,0.0 +TT,4715698010690,native,40,0.0 +TT,4715698010690,native,45,0.0 +TT,4715698010690,native,50,0.0 +TT,4715698010690,native,55,0.0 +TT,4715698010690,native,60,0.0 +TT,4715698010690,native,65,0.0 +TT,4715698010690,native,70,0.0 +TT,4715698010690,native,75,0.0 +TT,4715698010690,native,80,0.0 +TT,4715698010690,native,85,0.0 +TT,4715698010690,native,90,0.0 +TT,4715698010690,native,95,0.0 +TT,4715698010690,native,100,0.0 +TT,12268760010690,native,0,0.002 +TT,12268760010690,native,5,0.013 +TT,12268760010690,native,10,0.041 +TT,12268760010690,native,15,0.054 +TT,12268760010690,native,20,0.072 +TT,12268760010690,native,25,0.095 +TT,12268760010690,native,30,0.119 +TT,12268760010690,native,35,0.149 +TT,12268760010690,native,40,0.186 +TT,12268760010690,native,45,0.241 +TT,12268760010690,native,50,0.297 +TT,12268760010690,native,55,0.372 +TT,12268760010690,native,60,0.466 +TT,12268760010690,native,65,0.576 +TT,12268760010690,native,70,0.692 +TT,12268760010690,native,75,0.821 +TT,12268760010690,native,80,0.996 +TT,12268760010690,native,85,1.21 +TT,12268760010690,native,90,1.482 +TT,12268760010690,native,95,1.799 +TT,12268760010690,native,100,2.07 diff --git a/calibration/output/gompit_fvs_csls/val_ut_gompit.csv b/calibration/output/gompit_fvs_csls/val_ut_gompit.csv new file mode 100644 index 00000000..9643674e --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ut_gompit.csv @@ -0,0 +1,129 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +UT,35374156010690,gompit,0,0.0 +UT,35374156010690,gompit,5,0.0 +UT,35374156010690,gompit,10,0.0 +UT,35374156010690,gompit,15,0.0 +UT,35374156010690,gompit,20,0.0 +UT,35374156010690,gompit,25,0.0 +UT,35374156010690,gompit,30,0.0 +UT,35374156010690,gompit,35,0.0 +UT,35374156010690,gompit,40,0.0 +UT,35374156010690,gompit,45,0.0 +UT,35374156010690,gompit,50,0.0 +UT,35374156010690,gompit,55,0.0 +UT,35374156010690,gompit,60,0.0 +UT,35374156010690,gompit,65,0.0 +UT,35374156010690,gompit,70,0.0 +UT,35374156010690,gompit,75,0.0 +UT,35374156010690,gompit,80,0.0 +UT,35374156010690,gompit,85,0.0 +UT,35374156010690,gompit,90,0.0 +UT,35374156010690,gompit,95,0.0 +UT,35374156010690,gompit,100,0.0 +UT,431917462489998,gompit,0,0.0 +UT,431917462489998,gompit,5,0.0 +UT,431917462489998,gompit,10,0.0 +UT,431917462489998,gompit,15,0.0 +UT,431917462489998,gompit,20,0.0 +UT,431917462489998,gompit,25,0.0 +UT,431917462489998,gompit,30,0.0 +UT,431917462489998,gompit,35,0.0 +UT,431917462489998,gompit,40,0.0 +UT,431917462489998,gompit,45,0.0 +UT,431917462489998,gompit,50,0.0 +UT,431917462489998,gompit,55,0.0 +UT,431917462489998,gompit,60,0.0 +UT,431917462489998,gompit,65,0.0 +UT,431917462489998,gompit,70,0.0 +UT,431917462489998,gompit,75,0.0 +UT,431917462489998,gompit,80,0.0 +UT,431917462489998,gompit,85,0.0 +UT,431917462489998,gompit,90,0.0 +UT,431917462489998,gompit,95,0.0 +UT,431917462489998,gompit,100,0.0 +UT,188759068020004,gompit,0,0.0 +UT,188760289020004,gompit,0,0.0 +UT,188760289020004,gompit,5,0.0 +UT,188760289020004,gompit,10,0.0 +UT,188760289020004,gompit,15,0.0 +UT,188760289020004,gompit,20,0.0 +UT,188760289020004,gompit,25,0.0 +UT,188760289020004,gompit,30,0.0 +UT,188760289020004,gompit,35,0.0 +UT,188760289020004,gompit,40,0.0 +UT,188760289020004,gompit,45,0.0 +UT,188760289020004,gompit,50,0.0 +UT,188760289020004,gompit,55,0.0 +UT,188760289020004,gompit,60,0.0 +UT,188760289020004,gompit,65,0.0 +UT,188760289020004,gompit,70,0.0 +UT,188760289020004,gompit,75,0.0 +UT,188760289020004,gompit,80,0.0 +UT,188760289020004,gompit,85,0.0 +UT,188760289020004,gompit,90,0.0 +UT,188760289020004,gompit,95,0.0 +UT,188760289020004,gompit,100,0.0 +UT,3658241010690,gompit,0,0.0 +UT,3658241010690,gompit,5,0.0 +UT,3658241010690,gompit,10,0.0 +UT,3658241010690,gompit,15,0.0 +UT,3658241010690,gompit,20,0.0 +UT,3658241010690,gompit,25,0.0 +UT,3658241010690,gompit,30,0.0 +UT,3658241010690,gompit,35,0.0 +UT,3658241010690,gompit,40,0.0 +UT,3658241010690,gompit,45,0.0 +UT,3658241010690,gompit,50,0.0 +UT,3658241010690,gompit,55,0.0 +UT,3658241010690,gompit,60,0.0 +UT,3658241010690,gompit,65,0.0 +UT,3658241010690,gompit,70,0.0 +UT,3658241010690,gompit,75,0.0 +UT,3658241010690,gompit,80,0.0 +UT,3658241010690,gompit,85,0.0 +UT,3658241010690,gompit,90,0.0 +UT,3658241010690,gompit,95,0.0 +UT,3658241010690,gompit,100,0.0 +UT,40393129010690,gompit,0,0.0 +UT,40393129010690,gompit,5,0.0 +UT,40393129010690,gompit,10,0.0 +UT,40393129010690,gompit,15,0.0 +UT,40393129010690,gompit,20,0.0 +UT,40393129010690,gompit,25,0.0 +UT,40393129010690,gompit,30,0.0 +UT,40393129010690,gompit,35,0.0 +UT,40393129010690,gompit,40,0.0 +UT,40393129010690,gompit,45,0.0 +UT,40393129010690,gompit,50,0.0 +UT,40393129010690,gompit,55,0.0 +UT,40393129010690,gompit,60,0.0 +UT,40393129010690,gompit,65,0.0 +UT,40393129010690,gompit,70,0.0 +UT,40393129010690,gompit,75,0.0 +UT,40393129010690,gompit,80,0.0 +UT,40393129010690,gompit,85,0.0 +UT,40393129010690,gompit,90,0.0 +UT,40393129010690,gompit,95,0.0 +UT,40393129010690,gompit,100,0.0 +UT,40388625010690,gompit,0,0.0 +UT,40388625010690,gompit,5,0.0 +UT,40388625010690,gompit,10,0.0 +UT,40388625010690,gompit,15,0.0 +UT,40388625010690,gompit,20,0.0 +UT,40388625010690,gompit,25,0.0 +UT,40388625010690,gompit,30,0.0 +UT,40388625010690,gompit,35,0.0 +UT,40388625010690,gompit,40,0.0 +UT,40388625010690,gompit,45,0.0 +UT,40388625010690,gompit,50,0.0 +UT,40388625010690,gompit,55,0.0 +UT,40388625010690,gompit,60,0.0 +UT,40388625010690,gompit,65,0.0 +UT,40388625010690,gompit,70,0.0 +UT,40388625010690,gompit,75,0.0 +UT,40388625010690,gompit,80,0.0 +UT,40388625010690,gompit,85,0.0 +UT,40388625010690,gompit,90,0.0 +UT,40388625010690,gompit,95,0.0 +UT,40388625010690,gompit,100,0.0 +UT,11755082010690,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_ut_native.csv b/calibration/output/gompit_fvs_csls/val_ut_native.csv new file mode 100644 index 00000000..ca872a13 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ut_native.csv @@ -0,0 +1,129 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +UT,35374156010690,native,0,0.0 +UT,35374156010690,native,5,0.0 +UT,35374156010690,native,10,0.0 +UT,35374156010690,native,15,0.0 +UT,35374156010690,native,20,0.0 +UT,35374156010690,native,25,0.0 +UT,35374156010690,native,30,0.0 +UT,35374156010690,native,35,0.0 +UT,35374156010690,native,40,0.0 +UT,35374156010690,native,45,0.0 +UT,35374156010690,native,50,0.0 +UT,35374156010690,native,55,0.0 +UT,35374156010690,native,60,0.0 +UT,35374156010690,native,65,0.0 +UT,35374156010690,native,70,0.0 +UT,35374156010690,native,75,0.0 +UT,35374156010690,native,80,0.0 +UT,35374156010690,native,85,0.0 +UT,35374156010690,native,90,0.0 +UT,35374156010690,native,95,0.0 +UT,35374156010690,native,100,0.0 +UT,431917462489998,native,0,0.0 +UT,431917462489998,native,5,0.0 +UT,431917462489998,native,10,0.0 +UT,431917462489998,native,15,0.0 +UT,431917462489998,native,20,0.0 +UT,431917462489998,native,25,0.0 +UT,431917462489998,native,30,0.0 +UT,431917462489998,native,35,0.0 +UT,431917462489998,native,40,0.0 +UT,431917462489998,native,45,0.0 +UT,431917462489998,native,50,0.0 +UT,431917462489998,native,55,0.0 +UT,431917462489998,native,60,0.0 +UT,431917462489998,native,65,0.0 +UT,431917462489998,native,70,0.0 +UT,431917462489998,native,75,0.0 +UT,431917462489998,native,80,0.0 +UT,431917462489998,native,85,0.0 +UT,431917462489998,native,90,0.0 +UT,431917462489998,native,95,0.0 +UT,431917462489998,native,100,0.0 +UT,188759068020004,native,0,0.0 +UT,188760289020004,native,0,0.0 +UT,188760289020004,native,5,0.0 +UT,188760289020004,native,10,0.0 +UT,188760289020004,native,15,0.0 +UT,188760289020004,native,20,0.0 +UT,188760289020004,native,25,0.0 +UT,188760289020004,native,30,0.0 +UT,188760289020004,native,35,0.0 +UT,188760289020004,native,40,0.0 +UT,188760289020004,native,45,0.0 +UT,188760289020004,native,50,0.0 +UT,188760289020004,native,55,0.0 +UT,188760289020004,native,60,0.0 +UT,188760289020004,native,65,0.0 +UT,188760289020004,native,70,0.0 +UT,188760289020004,native,75,0.0 +UT,188760289020004,native,80,0.0 +UT,188760289020004,native,85,0.0 +UT,188760289020004,native,90,0.0 +UT,188760289020004,native,95,0.0 +UT,188760289020004,native,100,0.0 +UT,3658241010690,native,0,0.0 +UT,3658241010690,native,5,0.0 +UT,3658241010690,native,10,0.0 +UT,3658241010690,native,15,0.0 +UT,3658241010690,native,20,0.0 +UT,3658241010690,native,25,0.0 +UT,3658241010690,native,30,0.0 +UT,3658241010690,native,35,0.0 +UT,3658241010690,native,40,0.0 +UT,3658241010690,native,45,0.0 +UT,3658241010690,native,50,0.0 +UT,3658241010690,native,55,0.0 +UT,3658241010690,native,60,0.0 +UT,3658241010690,native,65,0.0 +UT,3658241010690,native,70,0.0 +UT,3658241010690,native,75,0.0 +UT,3658241010690,native,80,0.0 +UT,3658241010690,native,85,0.0 +UT,3658241010690,native,90,0.0 +UT,3658241010690,native,95,0.0 +UT,3658241010690,native,100,0.0 +UT,40393129010690,native,0,0.0 +UT,40393129010690,native,5,0.0 +UT,40393129010690,native,10,0.0 +UT,40393129010690,native,15,0.0 +UT,40393129010690,native,20,0.0 +UT,40393129010690,native,25,0.0 +UT,40393129010690,native,30,0.0 +UT,40393129010690,native,35,0.0 +UT,40393129010690,native,40,0.0 +UT,40393129010690,native,45,0.0 +UT,40393129010690,native,50,0.0 +UT,40393129010690,native,55,0.0 +UT,40393129010690,native,60,0.0 +UT,40393129010690,native,65,0.0 +UT,40393129010690,native,70,0.0 +UT,40393129010690,native,75,0.0 +UT,40393129010690,native,80,0.0 +UT,40393129010690,native,85,0.0 +UT,40393129010690,native,90,0.0 +UT,40393129010690,native,95,0.0 +UT,40393129010690,native,100,0.0 +UT,40388625010690,native,0,0.0 +UT,40388625010690,native,5,0.0 +UT,40388625010690,native,10,0.0 +UT,40388625010690,native,15,0.0 +UT,40388625010690,native,20,0.0 +UT,40388625010690,native,25,0.0 +UT,40388625010690,native,30,0.0 +UT,40388625010690,native,35,0.0 +UT,40388625010690,native,40,0.0 +UT,40388625010690,native,45,0.0 +UT,40388625010690,native,50,0.0 +UT,40388625010690,native,55,0.0 +UT,40388625010690,native,60,0.0 +UT,40388625010690,native,65,0.0 +UT,40388625010690,native,70,0.0 +UT,40388625010690,native,75,0.0 +UT,40388625010690,native,80,0.0 +UT,40388625010690,native,85,0.0 +UT,40388625010690,native,90,0.0 +UT,40388625010690,native,95,0.0 +UT,40388625010690,native,100,0.0 +UT,11755082010690,native,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_wc_gompit.csv b/calibration/output/gompit_fvs_csls/val_wc_gompit.csv new file mode 100644 index 00000000..8b84cff3 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_wc_gompit.csv @@ -0,0 +1,256 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +WC,786780269290487,gompit,0,0.707 +WC,786780269290487,gompit,5,2.873 +WC,786780269290487,gompit,10,6.109 +WC,786780269290487,gompit,15,11.044 +WC,786780269290487,gompit,20,16.765 +WC,786780269290487,gompit,25,22.628 +WC,786780269290487,gompit,30,27.01 +WC,786780269290487,gompit,35,30.966 +WC,786780269290487,gompit,40,34.307 +WC,786780269290487,gompit,45,36.631 +WC,786780269290487,gompit,50,38.788 +WC,786780269290487,gompit,55,40.332 +WC,786780269290487,gompit,60,40.726 +WC,786780269290487,gompit,65,40.523 +WC,786780269290487,gompit,70,39.802 +WC,786780269290487,gompit,75,38.861 +WC,786780269290487,gompit,80,37.798 +WC,786780269290487,gompit,85,36.44 +WC,786780269290487,gompit,90,34.832 +WC,786780269290487,gompit,95,33.33 +WC,786780269290487,gompit,100,31.419 +WC,786780271290487,gompit,0,3.644 +WC,786780271290487,gompit,5,9.763 +WC,786780271290487,gompit,10,16.069 +WC,786780271290487,gompit,15,22.996 +WC,786780271290487,gompit,20,29.671 +WC,786780271290487,gompit,25,36.363 +WC,786780271290487,gompit,30,43.9 +WC,786780271290487,gompit,35,50.197 +WC,786780271290487,gompit,40,56.829 +WC,786780271290487,gompit,45,63.176 +WC,786780271290487,gompit,50,69.403 +WC,786780271290487,gompit,55,74.978 +WC,786780271290487,gompit,60,81.19 +WC,786780271290487,gompit,65,87.506 +WC,786780271290487,gompit,70,92.1 +WC,786780271290487,gompit,75,95.626 +WC,786780271290487,gompit,80,98.587 +WC,786780271290487,gompit,85,101.236 +WC,786780271290487,gompit,90,103.202 +WC,786780271290487,gompit,95,105.663 +WC,786780271290487,gompit,100,107.148 +WC,786780277290487,gompit,0,1.263 +WC,786780277290487,gompit,5,1.897 +WC,786780277290487,gompit,10,2.632 +WC,786780277290487,gompit,15,3.603 +WC,786780277290487,gompit,20,4.63 +WC,786780277290487,gompit,25,5.68 +WC,786780277290487,gompit,30,6.699 +WC,786780277290487,gompit,35,7.887 +WC,786780277290487,gompit,40,8.972 +WC,786780277290487,gompit,45,10.132 +WC,786780277290487,gompit,50,10.584 +WC,786780277290487,gompit,55,11.026 +WC,786780277290487,gompit,60,11.558 +WC,786780277290487,gompit,65,12.052 +WC,786780277290487,gompit,70,12.481 +WC,786780277290487,gompit,75,12.641 +WC,786780277290487,gompit,80,12.918 +WC,786780277290487,gompit,85,13.139 +WC,786780277290487,gompit,90,13.563 +WC,786780277290487,gompit,95,13.588 +WC,786780277290487,gompit,100,13.48 +WC,750064419290487,gompit,0,5.095 +WC,750064419290487,gompit,5,9.379 +WC,750064419290487,gompit,10,12.757 +WC,750064419290487,gompit,15,16.268 +WC,750064419290487,gompit,20,19.636 +WC,750064419290487,gompit,25,23.66 +WC,750064419290487,gompit,30,27.448 +WC,750064419290487,gompit,35,30.41 +WC,750064419290487,gompit,40,33.872 +WC,750064419290487,gompit,45,36.324 +WC,750064419290487,gompit,50,39.791 +WC,750064419290487,gompit,55,42.415 +WC,750064419290487,gompit,60,45.455 +WC,750064419290487,gompit,65,47.973 +WC,750064419290487,gompit,70,49.895 +WC,750064419290487,gompit,75,51.062 +WC,750064419290487,gompit,80,51.945 +WC,750064419290487,gompit,85,52.997 +WC,750064419290487,gompit,90,54.2 +WC,750064419290487,gompit,95,55.113 +WC,750064419290487,gompit,100,55.946 +WC,750064431290487,gompit,0,5.716 +WC,750064431290487,gompit,5,8.234 +WC,750064431290487,gompit,10,10.403 +WC,750064431290487,gompit,15,12.241 +WC,750064431290487,gompit,20,13.673 +WC,750064431290487,gompit,25,14.4 +WC,750064431290487,gompit,30,14.998 +WC,750064431290487,gompit,35,15.436 +WC,750064431290487,gompit,40,15.95 +WC,750064431290487,gompit,45,16.013 +WC,750064431290487,gompit,50,16.099 +WC,750064431290487,gompit,55,16.083 +WC,750064431290487,gompit,60,15.977 +WC,750064431290487,gompit,65,15.675 +WC,750064431290487,gompit,70,15.224 +WC,750064431290487,gompit,75,14.915 +WC,750064431290487,gompit,80,14.443 +WC,750064431290487,gompit,85,13.956 +WC,750064431290487,gompit,90,13.394 +WC,750064431290487,gompit,95,12.736 +WC,750064431290487,gompit,100,12.067 +WC,750064433290487,gompit,0,54.496 +WC,750064433290487,gompit,5,54.434 +WC,750064433290487,gompit,10,53.492 +WC,750064433290487,gompit,15,53.156 +WC,750064433290487,gompit,20,52.718 +WC,750064433290487,gompit,25,52.107 +WC,750064433290487,gompit,30,51.585 +WC,750064433290487,gompit,35,50.839 +WC,750064433290487,gompit,40,50.385 +WC,750064433290487,gompit,45,49.73 +WC,750064433290487,gompit,50,49.649 +WC,750064433290487,gompit,55,49.186 +WC,750064433290487,gompit,60,49.016 +WC,750064433290487,gompit,65,48.338 +WC,750064433290487,gompit,70,48.008 +WC,750064433290487,gompit,75,47.737 +WC,750064433290487,gompit,80,47.185 +WC,750064433290487,gompit,85,46.71 +WC,750064433290487,gompit,90,46.037 +WC,750064433290487,gompit,95,45.507 +WC,750064433290487,gompit,100,44.963 +WC,750064440290487,gompit,0,45.885 +WC,750064440290487,gompit,5,53.575 +WC,750064440290487,gompit,10,61.67 +WC,750064440290487,gompit,15,69.92 +WC,750064440290487,gompit,20,78.302 +WC,750064440290487,gompit,25,88.401 +WC,750064440290487,gompit,30,101.382 +WC,750064440290487,gompit,35,111.949 +WC,750064440290487,gompit,40,124.859 +WC,750064440290487,gompit,45,136.577 +WC,750064440290487,gompit,50,147.829 +WC,750064440290487,gompit,55,159.531 +WC,750064440290487,gompit,60,171.415 +WC,750064440290487,gompit,65,184.836 +WC,750064440290487,gompit,70,196.704 +WC,750064440290487,gompit,75,207.875 +WC,750064440290487,gompit,80,219.849 +WC,750064440290487,gompit,85,232.097 +WC,750064440290487,gompit,90,240.943 +WC,750064440290487,gompit,95,251.413 +WC,750064440290487,gompit,100,262.742 +WC,750064446290487,gompit,0,0.0 +WC,750084797290487,gompit,0,0.0 +WC,346864501489998,gompit,0,22.079 +WC,346864501489998,gompit,5,29.53 +WC,346864501489998,gompit,10,35.85 +WC,346864501489998,gompit,15,42.341 +WC,346864501489998,gompit,20,48.208 +WC,346864501489998,gompit,25,54.936 +WC,346864501489998,gompit,30,61.466 +WC,346864501489998,gompit,35,67.991 +WC,346864501489998,gompit,40,74.507 +WC,346864501489998,gompit,45,80.022 +WC,346864501489998,gompit,50,84.448 +WC,346864501489998,gompit,55,89.083 +WC,346864501489998,gompit,60,93.484 +WC,346864501489998,gompit,65,97.247 +WC,346864501489998,gompit,70,100.795 +WC,346864501489998,gompit,75,104.108 +WC,346864501489998,gompit,80,107.056 +WC,346864501489998,gompit,85,109.975 +WC,346864501489998,gompit,90,112.781 +WC,346864501489998,gompit,95,114.562 +WC,346864501489998,gompit,100,116.368 +WC,714228927290487,gompit,0,1.064 +WC,714228927290487,gompit,5,3.717 +WC,714228927290487,gompit,10,7.11 +WC,714228927290487,gompit,15,9.605 +WC,714228927290487,gompit,20,11.388 +WC,714228927290487,gompit,25,13.237 +WC,714228927290487,gompit,30,15.067 +WC,714228927290487,gompit,35,16.578 +WC,714228927290487,gompit,40,18.3 +WC,714228927290487,gompit,45,20.321 +WC,714228927290487,gompit,50,21.651 +WC,714228927290487,gompit,55,22.929 +WC,714228927290487,gompit,60,24.0 +WC,714228927290487,gompit,65,25.359 +WC,714228927290487,gompit,70,26.769 +WC,714228927290487,gompit,75,27.899 +WC,714228927290487,gompit,80,29.036 +WC,714228927290487,gompit,85,30.338 +WC,714228927290487,gompit,90,30.804 +WC,714228927290487,gompit,95,31.246 +WC,714228927290487,gompit,100,31.708 +WC,714228928290487,gompit,0,6.132 +WC,714228928290487,gompit,5,16.605 +WC,714228928290487,gompit,10,20.66 +WC,714228928290487,gompit,15,25.105 +WC,714228928290487,gompit,20,29.992 +WC,714228928290487,gompit,25,35.62 +WC,714228928290487,gompit,30,41.739 +WC,714228928290487,gompit,35,48.202 +WC,714228928290487,gompit,40,55.432 +WC,714228928290487,gompit,45,62.383 +WC,714228928290487,gompit,50,70.608 +WC,714228928290487,gompit,55,79.774 +WC,714228928290487,gompit,60,88.863 +WC,714228928290487,gompit,65,98.522 +WC,714228928290487,gompit,70,108.681 +WC,714228928290487,gompit,75,117.724 +WC,714228928290487,gompit,80,126.479 +WC,714228928290487,gompit,85,136.536 +WC,714228928290487,gompit,90,144.536 +WC,714228928290487,gompit,95,153.286 +WC,714228928290487,gompit,100,161.244 +WC,714228929290487,gompit,0,14.109 +WC,714228929290487,gompit,5,22.299 +WC,714228929290487,gompit,10,31.064 +WC,714228929290487,gompit,15,41.162 +WC,714228929290487,gompit,20,50.964 +WC,714228929290487,gompit,25,60.914 +WC,714228929290487,gompit,30,69.429 +WC,714228929290487,gompit,35,79.839 +WC,714228929290487,gompit,40,91.22 +WC,714228929290487,gompit,45,100.816 +WC,714228929290487,gompit,50,110.127 +WC,714228929290487,gompit,55,119.259 +WC,714228929290487,gompit,60,124.877 +WC,714228929290487,gompit,65,131.101 +WC,714228929290487,gompit,70,134.763 +WC,714228929290487,gompit,75,138.042 +WC,714228929290487,gompit,80,139.706 +WC,714228929290487,gompit,85,140.575 +WC,714228929290487,gompit,90,140.303 +WC,714228929290487,gompit,95,140.047 +WC,714228929290487,gompit,100,138.947 +WC,714228930290487,gompit,0,28.254 +WC,714228930290487,gompit,5,42.973 +WC,714228930290487,gompit,10,46.933 +WC,714228930290487,gompit,15,50.4 +WC,714228930290487,gompit,20,53.584 +WC,714228930290487,gompit,25,56.566 +WC,714228930290487,gompit,30,58.775 +WC,714228930290487,gompit,35,60.403 +WC,714228930290487,gompit,40,61.793 +WC,714228930290487,gompit,45,63.938 +WC,714228930290487,gompit,50,66.243 +WC,714228930290487,gompit,55,68.669 +WC,714228930290487,gompit,60,71.518 +WC,714228930290487,gompit,65,74.301 +WC,714228930290487,gompit,70,77.299 +WC,714228930290487,gompit,75,80.598 +WC,714228930290487,gompit,80,83.137 +WC,714228930290487,gompit,85,85.769 +WC,714228930290487,gompit,90,88.07 +WC,714228930290487,gompit,95,90.705 +WC,714228930290487,gompit,100,92.941 +WC,714228941290487,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_wc_native.csv b/calibration/output/gompit_fvs_csls/val_wc_native.csv new file mode 100644 index 00000000..91757619 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_wc_native.csv @@ -0,0 +1,256 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +WC,786780269290487,native,0,0.707 +WC,786780269290487,native,5,3.069 +WC,786780269290487,native,10,6.923 +WC,786780269290487,native,15,13.697 +WC,786780269290487,native,20,22.743 +WC,786780269290487,native,25,33.613 +WC,786780269290487,native,30,43.96 +WC,786780269290487,native,35,55.044 +WC,786780269290487,native,40,66.528 +WC,786780269290487,native,45,77.463 +WC,786780269290487,native,50,89.134 +WC,786780269290487,native,55,100.825 +WC,786780269290487,native,60,110.671 +WC,786780269290487,native,65,119.715 +WC,786780269290487,native,70,127.782 +WC,786780269290487,native,75,135.723 +WC,786780269290487,native,80,143.322 +WC,786780269290487,native,85,149.308 +WC,786780269290487,native,90,153.945 +WC,786780269290487,native,95,158.192 +WC,786780269290487,native,100,160.229 +WC,786780271290487,native,0,3.644 +WC,786780271290487,native,5,10.828 +WC,786780271290487,native,10,19.54 +WC,786780271290487,native,15,30.876 +WC,786780271290487,native,20,42.739 +WC,786780271290487,native,25,56.357 +WC,786780271290487,native,30,72.419 +WC,786780271290487,native,35,88.828 +WC,786780271290487,native,40,107.054 +WC,786780271290487,native,45,124.187 +WC,786780271290487,native,50,139.496 +WC,786780271290487,native,55,154.903 +WC,786780271290487,native,60,171.647 +WC,786780271290487,native,65,187.545 +WC,786780271290487,native,70,203.273 +WC,786780271290487,native,75,215.863 +WC,786780271290487,native,80,229.794 +WC,786780271290487,native,85,244.225 +WC,786780271290487,native,90,259.613 +WC,786780271290487,native,95,274.404 +WC,786780271290487,native,100,289.718 +WC,786780277290487,native,0,1.263 +WC,786780277290487,native,5,2.291 +WC,786780277290487,native,10,3.756 +WC,786780277290487,native,15,6.251 +WC,786780277290487,native,20,9.753 +WC,786780277290487,native,25,14.457 +WC,786780277290487,native,30,20.336 +WC,786780277290487,native,35,28.244 +WC,786780277290487,native,40,37.433 +WC,786780277290487,native,45,49.444 +WC,786780277290487,native,50,62.821 +WC,786780277290487,native,55,77.233 +WC,786780277290487,native,60,93.492 +WC,786780277290487,native,65,111.605 +WC,786780277290487,native,70,134.84 +WC,786780277290487,native,75,155.554 +WC,786780277290487,native,80,179.003 +WC,786780277290487,native,85,203.714 +WC,786780277290487,native,90,230.581 +WC,786780277290487,native,95,256.155 +WC,786780277290487,native,100,279.004 +WC,750064419290487,native,0,5.095 +WC,750064419290487,native,5,9.935 +WC,750064419290487,native,10,14.645 +WC,750064419290487,native,15,20.16 +WC,750064419290487,native,20,26.178 +WC,750064419290487,native,25,33.841 +WC,750064419290487,native,30,41.954 +WC,750064419290487,native,35,49.546 +WC,750064419290487,native,40,58.632 +WC,750064419290487,native,45,66.722 +WC,750064419290487,native,50,77.418 +WC,750064419290487,native,55,87.123 +WC,750064419290487,native,60,97.922 +WC,750064419290487,native,65,108.181 +WC,750064419290487,native,70,117.698 +WC,750064419290487,native,75,125.886 +WC,750064419290487,native,80,133.708 +WC,750064419290487,native,85,142.129 +WC,750064419290487,native,90,151.232 +WC,750064419290487,native,95,159.838 +WC,750064419290487,native,100,168.239 +WC,750064431290487,native,0,5.716 +WC,750064431290487,native,5,8.623 +WC,750064431290487,native,10,11.422 +WC,750064431290487,native,15,14.086 +WC,750064431290487,native,20,16.548 +WC,750064431290487,native,25,18.387 +WC,750064431290487,native,30,20.232 +WC,750064431290487,native,35,22.013 +WC,750064431290487,native,40,24.088 +WC,750064431290487,native,45,25.651 +WC,750064431290487,native,50,27.379 +WC,750064431290487,native,55,29.055 +WC,750064431290487,native,60,30.694 +WC,750064431290487,native,65,32.051 +WC,750064431290487,native,70,33.209 +WC,750064431290487,native,75,34.649 +WC,750064431290487,native,80,35.75 +WC,750064431290487,native,85,36.897 +WC,750064431290487,native,90,37.742 +WC,750064431290487,native,95,38.437 +WC,750064431290487,native,100,39.073 +WC,750064433290487,native,0,54.496 +WC,750064433290487,native,5,65.25 +WC,750064433290487,native,10,75.245 +WC,750064433290487,native,15,86.547 +WC,750064433290487,native,20,98.313 +WC,750064433290487,native,25,109.36 +WC,750064433290487,native,30,121.204 +WC,750064433290487,native,35,130.669 +WC,750064433290487,native,40,139.45 +WC,750064433290487,native,45,146.219 +WC,750064433290487,native,50,154.443 +WC,750064433290487,native,55,161.48 +WC,750064433290487,native,60,168.532 +WC,750064433290487,native,65,174.139 +WC,750064433290487,native,70,179.809 +WC,750064433290487,native,75,185.539 +WC,750064433290487,native,80,190.959 +WC,750064433290487,native,85,197.468 +WC,750064433290487,native,90,201.574 +WC,750064433290487,native,95,204.895 +WC,750064433290487,native,100,207.684 +WC,750064440290487,native,0,45.885 +WC,750064440290487,native,5,53.575 +WC,750064440290487,native,10,61.67 +WC,750064440290487,native,15,69.92 +WC,750064440290487,native,20,78.302 +WC,750064440290487,native,25,88.401 +WC,750064440290487,native,30,101.382 +WC,750064440290487,native,35,111.949 +WC,750064440290487,native,40,124.859 +WC,750064440290487,native,45,136.577 +WC,750064440290487,native,50,147.829 +WC,750064440290487,native,55,159.531 +WC,750064440290487,native,60,171.415 +WC,750064440290487,native,65,184.836 +WC,750064440290487,native,70,196.704 +WC,750064440290487,native,75,207.875 +WC,750064440290487,native,80,219.849 +WC,750064440290487,native,85,232.097 +WC,750064440290487,native,90,240.943 +WC,750064440290487,native,95,251.413 +WC,750064440290487,native,100,262.742 +WC,750064446290487,native,0,0.0 +WC,750084797290487,native,0,0.0 +WC,346864501489998,native,0,22.079 +WC,346864501489998,native,5,31.425 +WC,346864501489998,native,10,40.117 +WC,346864501489998,native,15,49.668 +WC,346864501489998,native,20,59.578 +WC,346864501489998,native,25,69.065 +WC,346864501489998,native,30,80.132 +WC,346864501489998,native,35,90.947 +WC,346864501489998,native,40,99.965 +WC,346864501489998,native,45,108.279 +WC,346864501489998,native,50,114.239 +WC,346864501489998,native,55,120.894 +WC,346864501489998,native,60,127.116 +WC,346864501489998,native,65,132.125 +WC,346864501489998,native,70,137.047 +WC,346864501489998,native,75,143.008 +WC,346864501489998,native,80,147.366 +WC,346864501489998,native,85,152.584 +WC,346864501489998,native,90,157.684 +WC,346864501489998,native,95,162.819 +WC,346864501489998,native,100,167.129 +WC,714228927290487,native,0,1.064 +WC,714228927290487,native,5,4.042 +WC,714228927290487,native,10,8.251 +WC,714228927290487,native,15,12.366 +WC,714228927290487,native,20,16.196 +WC,714228927290487,native,25,20.711 +WC,714228927290487,native,30,25.863 +WC,714228927290487,native,35,31.077 +WC,714228927290487,native,40,37.29 +WC,714228927290487,native,45,44.848 +WC,714228927290487,native,50,51.477 +WC,714228927290487,native,55,58.623 +WC,714228927290487,native,60,65.697 +WC,714228927290487,native,65,74.294 +WC,714228927290487,native,70,83.588 +WC,714228927290487,native,75,92.614 +WC,714228927290487,native,80,102.386 +WC,714228927290487,native,85,113.36 +WC,714228927290487,native,90,121.477 +WC,714228927290487,native,95,129.421 +WC,714228927290487,native,100,137.895 +WC,714228928290487,native,0,6.132 +WC,714228928290487,native,5,16.605 +WC,714228928290487,native,10,20.66 +WC,714228928290487,native,15,25.105 +WC,714228928290487,native,20,29.992 +WC,714228928290487,native,25,35.62 +WC,714228928290487,native,30,41.739 +WC,714228928290487,native,35,48.202 +WC,714228928290487,native,40,55.432 +WC,714228928290487,native,45,62.383 +WC,714228928290487,native,50,70.608 +WC,714228928290487,native,55,79.774 +WC,714228928290487,native,60,88.863 +WC,714228928290487,native,65,98.522 +WC,714228928290487,native,70,108.681 +WC,714228928290487,native,75,117.724 +WC,714228928290487,native,80,126.479 +WC,714228928290487,native,85,136.536 +WC,714228928290487,native,90,144.536 +WC,714228928290487,native,95,153.286 +WC,714228928290487,native,100,161.244 +WC,714228929290487,native,0,14.109 +WC,714228929290487,native,5,25.258 +WC,714228929290487,native,10,39.282 +WC,714228929290487,native,15,57.637 +WC,714228929290487,native,20,77.835 +WC,714228929290487,native,25,99.633 +WC,714228929290487,native,30,123.204 +WC,714228929290487,native,35,145.982 +WC,714228929290487,native,40,171.025 +WC,714228929290487,native,45,197.709 +WC,714228929290487,native,50,221.735 +WC,714228929290487,native,55,244.845 +WC,714228929290487,native,60,263.295 +WC,714228929290487,native,65,280.153 +WC,714228929290487,native,70,295.392 +WC,714228929290487,native,75,309.311 +WC,714228929290487,native,80,322.241 +WC,714228929290487,native,85,331.653 +WC,714228929290487,native,90,343.656 +WC,714228929290487,native,95,352.203 +WC,714228929290487,native,100,357.483 +WC,714228930290487,native,0,28.254 +WC,714228930290487,native,5,47.059 +WC,714228930290487,native,10,55.464 +WC,714228930290487,native,15,63.734 +WC,714228930290487,native,20,72.157 +WC,714228930290487,native,25,80.684 +WC,714228930290487,native,30,89.375 +WC,714228930290487,native,35,98.029 +WC,714228930290487,native,40,106.912 +WC,714228930290487,native,45,115.94 +WC,714228930290487,native,50,125.712 +WC,714228930290487,native,55,135.114 +WC,714228930290487,native,60,144.991 +WC,714228930290487,native,65,153.819 +WC,714228930290487,native,70,163.094 +WC,714228930290487,native,75,172.809 +WC,714228930290487,native,80,181.912 +WC,714228930290487,native,85,189.902 +WC,714228930290487,native,90,198.606 +WC,714228930290487,native,95,207.314 +WC,714228930290487,native,100,214.418 +WC,714228941290487,native,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_ws_gompit.csv b/calibration/output/gompit_fvs_csls/val_ws_gompit.csv new file mode 100644 index 00000000..f67f5f97 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ws_gompit.csv @@ -0,0 +1,153 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +WS,750086510290487,gompit,0,0.0 +WS,750086538290487,gompit,0,0.0 +WS,750087181290487,gompit,0,14.158 +WS,750087181290487,gompit,5,16.062 +WS,750087181290487,gompit,10,17.95 +WS,750087181290487,gompit,15,19.685 +WS,750087181290487,gompit,20,21.728 +WS,750087181290487,gompit,25,23.834 +WS,750087181290487,gompit,30,25.597 +WS,750087181290487,gompit,35,27.105 +WS,750087181290487,gompit,40,29.065 +WS,750087181290487,gompit,45,31.735 +WS,750087181290487,gompit,50,34.095 +WS,750087181290487,gompit,55,37.023 +WS,750087181290487,gompit,60,40.458 +WS,750087181290487,gompit,65,44.098 +WS,750087181290487,gompit,70,49.92 +WS,750087181290487,gompit,75,54.004 +WS,750087181290487,gompit,80,57.4 +WS,750087181290487,gompit,85,61.732 +WS,750087181290487,gompit,90,65.906 +WS,750087181290487,gompit,95,70.951 +WS,750087181290487,gompit,100,76.549 +WS,750087169290487,gompit,0,19.218 +WS,750087169290487,gompit,5,24.837 +WS,750087169290487,gompit,10,30.989 +WS,750087169290487,gompit,15,37.373 +WS,750087169290487,gompit,20,44.365 +WS,750087169290487,gompit,25,51.805 +WS,750087169290487,gompit,30,59.799 +WS,750087169290487,gompit,35,68.046 +WS,750087169290487,gompit,40,77.808 +WS,750087169290487,gompit,45,88.146 +WS,750087169290487,gompit,50,98.836 +WS,750087169290487,gompit,55,108.09 +WS,750087169290487,gompit,60,116.592 +WS,750087169290487,gompit,65,123.745 +WS,750087169290487,gompit,70,130.757 +WS,750087169290487,gompit,75,137.5 +WS,750087169290487,gompit,80,142.106 +WS,750087169290487,gompit,85,147.682 +WS,750087169290487,gompit,90,151.533 +WS,750087169290487,gompit,95,154.824 +WS,750087169290487,gompit,100,156.331 +WS,750087174290487,gompit,0,22.881 +WS,750087174290487,gompit,5,32.203 +WS,750087174290487,gompit,10,40.916 +WS,750087174290487,gompit,15,49.776 +WS,750087174290487,gompit,20,59.895 +WS,750087174290487,gompit,25,69.932 +WS,750087174290487,gompit,30,80.054 +WS,750087174290487,gompit,35,91.638 +WS,750087174290487,gompit,40,102.029 +WS,750087174290487,gompit,45,116.128 +WS,750087174290487,gompit,50,134.728 +WS,750087174290487,gompit,55,155.417 +WS,750087174290487,gompit,60,172.758 +WS,750087174290487,gompit,65,188.445 +WS,750087174290487,gompit,70,196.815 +WS,750087174290487,gompit,75,204.664 +WS,750087174290487,gompit,80,211.59 +WS,750087174290487,gompit,85,218.233 +WS,750087174290487,gompit,90,224.111 +WS,750087174290487,gompit,95,229.646 +WS,750087174290487,gompit,100,234.875 +WS,750087175290487,gompit,0,0.142 +WS,750087175290487,gompit,5,0.444 +WS,750087175290487,gompit,10,1.058 +WS,750087175290487,gompit,15,2.921 +WS,750087175290487,gompit,20,7.15 +WS,750087175290487,gompit,25,12.176 +WS,750087175290487,gompit,30,18.888 +WS,750087175290487,gompit,35,26.795 +WS,750087175290487,gompit,40,37.654 +WS,750087175290487,gompit,45,45.448 +WS,750087175290487,gompit,50,53.14 +WS,750087175290487,gompit,55,61.394 +WS,750087175290487,gompit,60,67.51 +WS,750087175290487,gompit,65,74.15 +WS,750087175290487,gompit,70,80.38 +WS,750087175290487,gompit,75,87.042 +WS,750087175290487,gompit,80,92.345 +WS,750087175290487,gompit,85,96.812 +WS,750087175290487,gompit,90,101.006 +WS,750087175290487,gompit,95,104.243 +WS,750087175290487,gompit,100,106.467 +WS,750087182290487,gompit,0,1.165 +WS,750087182290487,gompit,5,2.734 +WS,750087182290487,gompit,10,6.197 +WS,750087182290487,gompit,15,11.236 +WS,750087182290487,gompit,20,18.085 +WS,750087182290487,gompit,25,27.202 +WS,750087182290487,gompit,30,36.684 +WS,750087182290487,gompit,35,46.789 +WS,750087182290487,gompit,40,52.919 +WS,750087182290487,gompit,45,60.565 +WS,750087182290487,gompit,50,68.186 +WS,750087182290487,gompit,55,76.743 +WS,750087182290487,gompit,60,82.448 +WS,750087182290487,gompit,65,88.052 +WS,750087182290487,gompit,70,93.17 +WS,750087182290487,gompit,75,96.838 +WS,750087182290487,gompit,80,99.757 +WS,750087182290487,gompit,85,103.152 +WS,750087182290487,gompit,90,105.627 +WS,750087182290487,gompit,95,107.058 +WS,750087182290487,gompit,100,107.754 +WS,750087187290487,gompit,0,0.0 +WS,750087063290487,gompit,0,0.0 +WS,750087056290487,gompit,0,1.011 +WS,750087056290487,gompit,5,10.369 +WS,750087056290487,gompit,10,13.236 +WS,750087056290487,gompit,15,16.059 +WS,750087056290487,gompit,20,18.479 +WS,750087056290487,gompit,25,20.975 +WS,750087056290487,gompit,30,23.389 +WS,750087056290487,gompit,35,25.628 +WS,750087056290487,gompit,40,28.329 +WS,750087056290487,gompit,45,30.513 +WS,750087056290487,gompit,50,32.176 +WS,750087056290487,gompit,55,33.754 +WS,750087056290487,gompit,60,35.762 +WS,750087056290487,gompit,65,37.321 +WS,750087056290487,gompit,70,38.438 +WS,750087056290487,gompit,75,39.877 +WS,750087056290487,gompit,80,41.188 +WS,750087056290487,gompit,85,43.24 +WS,750087056290487,gompit,90,44.743 +WS,750087056290487,gompit,95,45.127 +WS,750087056290487,gompit,100,45.647 +WS,750087057290487,gompit,0,2.965 +WS,750087057290487,gompit,5,10.392 +WS,750087057290487,gompit,10,24.492 +WS,750087057290487,gompit,15,48.74 +WS,750087057290487,gompit,20,83.819 +WS,750087057290487,gompit,25,122.685 +WS,750087057290487,gompit,30,173.991 +WS,750087057290487,gompit,35,226.148 +WS,750087057290487,gompit,40,246.855 +WS,750087057290487,gompit,45,267.709 +WS,750087057290487,gompit,50,288.317 +WS,750087057290487,gompit,55,306.251 +WS,750087057290487,gompit,60,324.942 +WS,750087057290487,gompit,65,341.773 +WS,750087057290487,gompit,70,361.213 +WS,750087057290487,gompit,75,378.304 +WS,750087057290487,gompit,80,395.094 +WS,750087057290487,gompit,85,410.668 +WS,750087057290487,gompit,90,427.009 +WS,750087057290487,gompit,95,441.751 +WS,750087057290487,gompit,100,456.819 +WS,750085997290487,gompit,0,0.0 diff --git a/calibration/output/gompit_fvs_csls/val_ws_native.csv b/calibration/output/gompit_fvs_csls/val_ws_native.csv new file mode 100644 index 00000000..0ef536e9 --- /dev/null +++ b/calibration/output/gompit_fvs_csls/val_ws_native.csv @@ -0,0 +1,153 @@ +VARIANT,STAND_CN,MODE,PROJ_YEAR,AGB +WS,750086510290487,native,0,0.0 +WS,750086538290487,native,0,0.0 +WS,750087181290487,native,0,14.158 +WS,750087181290487,native,5,19.667 +WS,750087181290487,native,10,26.106 +WS,750087181290487,native,15,33.278 +WS,750087181290487,native,20,40.998 +WS,750087181290487,native,25,49.057 +WS,750087181290487,native,30,60.146 +WS,750087181290487,native,35,70.996 +WS,750087181290487,native,40,82.977 +WS,750087181290487,native,45,96.775 +WS,750087181290487,native,50,111.28 +WS,750087181290487,native,55,127.828 +WS,750087181290487,native,60,145.243 +WS,750087181290487,native,65,161.616 +WS,750087181290487,native,70,176.032 +WS,750087181290487,native,75,186.031 +WS,750087181290487,native,80,199.964 +WS,750087181290487,native,85,209.876 +WS,750087181290487,native,90,220.12 +WS,750087181290487,native,95,229.001 +WS,750087181290487,native,100,238.951 +WS,750087169290487,native,0,19.218 +WS,750087169290487,native,5,29.631 +WS,750087169290487,native,10,41.316 +WS,750087169290487,native,15,53.84 +WS,750087169290487,native,20,68.467 +WS,750087169290487,native,25,84.882 +WS,750087169290487,native,30,103.231 +WS,750087169290487,native,35,119.2 +WS,750087169290487,native,40,135.097 +WS,750087169290487,native,45,149.135 +WS,750087169290487,native,50,169.359 +WS,750087169290487,native,55,186.531 +WS,750087169290487,native,60,207.536 +WS,750087169290487,native,65,231.445 +WS,750087169290487,native,70,249.32 +WS,750087169290487,native,75,266.175 +WS,750087169290487,native,80,282.282 +WS,750087169290487,native,85,297.226 +WS,750087169290487,native,90,311.015 +WS,750087169290487,native,95,321.9 +WS,750087169290487,native,100,332.603 +WS,750087174290487,native,0,22.881 +WS,750087174290487,native,5,35.604 +WS,750087174290487,native,10,48.116 +WS,750087174290487,native,15,61.723 +WS,750087174290487,native,20,77.167 +WS,750087174290487,native,25,88.469 +WS,750087174290487,native,30,100.399 +WS,750087174290487,native,35,114.03 +WS,750087174290487,native,40,127.762 +WS,750087174290487,native,45,142.332 +WS,750087174290487,native,50,162.764 +WS,750087174290487,native,55,173.179 +WS,750087174290487,native,60,181.869 +WS,750087174290487,native,65,191.598 +WS,750087174290487,native,70,200.316 +WS,750087174290487,native,75,206.403 +WS,750087174290487,native,80,211.379 +WS,750087174290487,native,85,217.236 +WS,750087174290487,native,90,224.268 +WS,750087174290487,native,95,229.777 +WS,750087174290487,native,100,234.988 +WS,750087175290487,native,0,0.142 +WS,750087175290487,native,5,0.507 +WS,750087175290487,native,10,1.355 +WS,750087175290487,native,15,3.925 +WS,750087175290487,native,20,9.83 +WS,750087175290487,native,25,17.468 +WS,750087175290487,native,30,28.154 +WS,750087175290487,native,35,41.547 +WS,750087175290487,native,40,60.558 +WS,750087175290487,native,45,80.385 +WS,750087175290487,native,50,104.386 +WS,750087175290487,native,55,129.681 +WS,750087175290487,native,60,149.841 +WS,750087175290487,native,65,171.22 +WS,750087175290487,native,70,195.255 +WS,750087175290487,native,75,218.069 +WS,750087175290487,native,80,241.707 +WS,750087175290487,native,85,266.127 +WS,750087175290487,native,90,288.945 +WS,750087175290487,native,95,303.913 +WS,750087175290487,native,100,318.564 +WS,750087182290487,native,0,1.165 +WS,750087182290487,native,5,3.125 +WS,750087182290487,native,10,7.735 +WS,750087182290487,native,15,15.001 +WS,750087182290487,native,20,25.568 +WS,750087182290487,native,25,40.33 +WS,750087182290487,native,30,57.053 +WS,750087182290487,native,35,78.539 +WS,750087182290487,native,40,98.425 +WS,750087182290487,native,45,122.507 +WS,750087182290487,native,50,144.401 +WS,750087182290487,native,55,168.709 +WS,750087182290487,native,60,190.094 +WS,750087182290487,native,65,214.795 +WS,750087182290487,native,70,242.069 +WS,750087182290487,native,75,265.944 +WS,750087182290487,native,80,279.562 +WS,750087182290487,native,85,293.41 +WS,750087182290487,native,90,309.255 +WS,750087182290487,native,95,322.019 +WS,750087182290487,native,100,335.639 +WS,750087187290487,native,0,0.0 +WS,750087063290487,native,0,0.0 +WS,750087056290487,native,0,1.011 +WS,750087056290487,native,5,10.894 +WS,750087056290487,native,10,14.623 +WS,750087056290487,native,15,18.689 +WS,750087056290487,native,20,22.727 +WS,750087056290487,native,25,27.331 +WS,750087056290487,native,30,32.338 +WS,750087056290487,native,35,37.653 +WS,750087056290487,native,40,44.236 +WS,750087056290487,native,45,50.689 +WS,750087056290487,native,50,56.967 +WS,750087056290487,native,55,63.7 +WS,750087056290487,native,60,71.942 +WS,750087056290487,native,65,80.141 +WS,750087056290487,native,70,88.176 +WS,750087056290487,native,75,97.807 +WS,750087056290487,native,80,107.541 +WS,750087056290487,native,85,117.847 +WS,750087056290487,native,90,127.837 +WS,750087056290487,native,95,136.44 +WS,750087056290487,native,100,145.66 +WS,750087057290487,native,0,2.965 +WS,750087057290487,native,5,10.392 +WS,750087057290487,native,10,24.504 +WS,750087057290487,native,15,48.788 +WS,750087057290487,native,20,83.96 +WS,750087057290487,native,25,118.278 +WS,750087057290487,native,30,157.633 +WS,750087057290487,native,35,199.595 +WS,750087057290487,native,40,244.118 +WS,750087057290487,native,45,274.192 +WS,750087057290487,native,50,297.494 +WS,750087057290487,native,55,317.759 +WS,750087057290487,native,60,338.524 +WS,750087057290487,native,65,358.449 +WS,750087057290487,native,70,379.771 +WS,750087057290487,native,75,398.911 +WS,750087057290487,native,80,419.096 +WS,750087057290487,native,85,437.446 +WS,750087057290487,native,90,457.473 +WS,750087057290487,native,95,473.747 +WS,750087057290487,native,100,491.008 +WS,750085997290487,native,0,0.0 diff --git a/calibration/output/gompit_fvs_inengine.png b/calibration/output/gompit_fvs_inengine.png new file mode 100644 index 00000000..13cfbac9 Binary files /dev/null and b/calibration/output/gompit_fvs_inengine.png differ diff --git a/calibration/output/gompit_fvs_integration_validation.md b/calibration/output/gompit_fvs_integration_validation.md new file mode 100644 index 00000000..9d4043de --- /dev/null +++ b/calibration/output/gompit_fvs_integration_validation.md @@ -0,0 +1,150 @@ +# Gompit mortality, Fortran in-engine integration: NE validation + +Greg Johnson's gompit survival is now substituted for FVS native mortality +**inside the FVS growth loop** (TREGRO -> MORTS), so growth, density, and the +substituted mortality interact each cycle. This replaces the post-hoc TPA +overlay, which was rejected because disabling FVS mortality made FVS growth +unrealistic (runaway density). See `GOMPIT_INTEGRATION_FINDINGS.md`. + +## Validation (NE, 8 stands, 100 yr, 20 x 5 yr, same engine, env-toggled) + +Mean AGB (short tons/ac), native FVS mortality vs gompit-in-FVS: + +| proj yr | native FVS | gompit-in-FVS | +|--------:|-----------:|--------------:| +| 0 | 23.0 | 23.0 | +| 25 | 81.7 | 86.2 | +| 50 | 124.5 | 117.6 | +| 100 | 173.2 | 147.0 | + +## Why this is the right result + +* **Bounded and realistic.** 147 t/ac at 100 yr, no runaway. Contrast the + post-hoc overlay (923 t/ac) and the cycle-by-cycle re-entry overlay (crashed + on over-dense stands). Letting FVS keep doing growth while gompit owns + mortality each cycle is what fixes it. +* **The crown-closure signal shows up dynamically.** Gompit kills slightly + *less* than native early (86 vs 82 at yr 25, young/open stands, low crown + closure) and *more* late (147 vs 173 at yr 100, older/crowded stands, high + crown closure). That is exactly the cch behaviour the model-level validation + found: gompit captures crowding mortality the base rate misses. +* **Identical start (23.0).** Same initial cohort; the arms diverge only through + the mortality model, as intended. + +## How it works + +`src-converted/base/gompmort.f90` + `base/common/GOMPMC.f90`, hooked into +`vls/morts.f90` (shared by NE/CS/LS): + +1. `GOMPLOAD` (called from MORCON) reads `FVS_GOMPIT` / `FVS_GOMPIT_COEF`, + loads the 133-species coefficients, and resolves them onto the variant's + species via `FIAJSP`. +2. each cycle, `GOMPCCH` rebuilds per-tree crown closure at tip (ORGANON crown + port, affine-mapped to the gompit scale) from the live treelist. +3. in the MORTS tree loop, fitted species get `WK2 = PROB*(1 - exp(-H*FINT))` + with `H = exp(b0 + b1*(cr+0.01)^b2 + b3*cch^b4)`; unfit species keep native + background; the native SDI redistribution (VARMRT) is bypassed (gompit is + density-aware via cch). + +Activation is env-gated (`FVS_GOMPIT=1`, `FVS_GOMPIT_COEF=`), so the same +binary does native or gompit with no recompile, giving a clean A/B. + +## Aaron's validated assumptions (carried into Fortran unchanged) + +Gompit coefficients; ORGANON SWO crown geometry as the cch proxy; coarse +FIA->ORGANON group map (softwood->1 DF, hardwood->16 RA); affine map +CCH=0.062+0.0036*cch_hat (Spearman 0.93). Refine the group map for a tighter fit. + +## Multi-variant, scaled (NE/CS/LS share vls/morts.f90; SN has its own) + +`base/gompmort.f90` is variant-agnostic. NE/CS/LS needed only a source-list +addition (they share `vls/morts.f90`). **SN uses its own `sn/morts.f90`** and got +the identical hook (include, GOMPCCH call, per-tree override, VARMRT bypass, +GOMPLOAD in MORCON), proving the pattern generalises beyond the `vls` family. + +Mean AGB at projection year 100, same binary, env-toggled (NE/CS/LS n=~200 +stands each; SN n=10): + +| variant | native FVS | gompit-in-FVS | change | +|---------|-----------:|--------------:|-------:| +| NE | 62.9 | 49.4 | -21% | +| CS | 106.7 | 84.1 | -21% | +| LS | 94.9 | 55.6 | -41% | +| SN* | 55.5 | 12.1 | -78% | + +All bounded, realistic, no runaway/crash on any variant. Gompit consistently +trims late-rotation stocking as crown closure rises; magnitude is +variant-specific. See `gompit_fvs_inengine.png` +(`calibration/R/41_gompit_fvs_inengine_figure.R`). + +![gompit in-engine, NE/CS/LS/SN](gompit_fvs_inengine.png) + +\* **SN is flagged for review.** Its -78% is from only 10 stands AND likely +reflects the coarse FIA->ORGANON group proxy (softwood->1 DF, hardwood->16 RA) +fitting southern pines/oaks poorly, which inflates crown closure and hence +mortality. This ties directly to the group-map refinement below. + +## Western variants: CR, WS, EC, CA (own Dixon/VARMRT morts.f90) + +The four western variants share the same Dixon SDI + VARMRT mortality structure +as the eastern ones (separate files, identical hook). A patcher applied the five +edits to each; all built and validated. Mean AGB at yr100 (n ~= 12, CR n=40): + +| variant | native | gompit | change | +|---------|-------:|-------:|-------:| +| EC (East Cascades) | 106.7 | 101.3 | -5% | +| CA (Inland CA) | 300.2 | 255.6 | -15% | +| CR (Central Rockies)| 3.5 | 2.3 | -35% | +| WS (West Sierra) | 299.6 | 169.2 | -44% | + +**EC (-5%) is the tell.** East Cascades is PNW conifer, exactly what ORGANON was +built for, so the crown-closure proxy fits best and gompit nearly matches native. +SN (-78%, southern pines/oaks) is the worst proxy fit. The effect size tracks +how well the coarse FIA->ORGANON group map suits each variant's species -- direct +evidence for the group-map refinement flagged below. + +## WC, PN (5th family: ORGANON-logistic vwc/morts.f90, no VARMRT) + +WC and PN share `vwc/morts.f90`, an ORGANON-based logistic mortality that is +structurally different from the Dixon/VARMRT routines (annual rate `RIP` from a +per-species logistic, its own SDI-max feedback, no VARMRT call). The hook was +adapted: for fitted species, replace the annual `RIP` with the gompit annual +rate `1 - exp(-H)` (call `GOMPSURV` with T=1); the routine's existing period +conversion `WKI = P*(1-(1-RIP)**FINT)` then reproduces gompit period survival +exactly. Validated, bounded: PN 328->190 (-42%), WC 204->89 (-56%). + +These dense, wet Westside conifer stands (native 200-330 t/ac) have high crown +closure, so the cch term drives substantial gompit mortality -- consistent with +dry, open EC (-5%). So the effect size tracks **both** ORGANON-proxy fit and +stand density/crown closure, exactly what cch is meant to capture. + +## All ten variants (five mortality-routine families) + +`gompit_fvs_allvariants.png` (`calibration/R/42_gompit_fvs_allvariants_figure.R`) +collects all ten: NE/CS/LS (shared `vls`), SN (own eastern), CR/WS/EC/CA (own +western Dixon), WC/PN (shared `vwc` ORGANON-logistic). Every one is bounded and +realistic across the 100-yr projection; none runs away. yr100 change, sorted: +EC -5, CA -15, NE -21, CS -21, CR -35, LS -41, PN -42, WS -44, WC -56, SN -78. +The gompit Fortran integration is variant-agnostic and validated across every +mortality-routine family the wired variants use. + +![gompit in-engine, all 8 variants](gompit_fvs_allvariants.png) + +## Two items requiring Aaron, NOT autopiloted + +1. **`GOMPMORT` keyword.** Activation is env-gated (`FVS_GOMPIT`, + `FVS_GOMPIT_COEF`), validated and working. A keyfile keyword would require + editing the shared `base/keywds.f90` TABLE + `keyrdr.f90` dispatch used by all + 25 variants -- high build-break risk for a reproducibility nicety. Deferred + deliberately. +2. **Group-map refinement.** The softwood/hardwood -> ORGANON proxy is the + loosest validated assumption, and SN suggests it is too coarse in the South. + It cannot be changed in isolation: the affine cch map (CCH_A=0.062, + CCH_B=0.0036, Spearman 0.93) was calibrated against the current proxy's + `cch_hat`, so a finer FIA->ORGANON crosswalk requires re-running + `35d_validate_cch.R` to re-fit the affine map. That is Aaron's science loop. + +## Next steps (safe to autopilot) + +* Scale SN (and add more eastern stands) once the group map is settled. +* Extend the hook to a western `morts.f90` family for full-CONUS coverage. diff --git a/calibration/output/gompit_fvs_val_gompit.csv b/calibration/output/gompit_fvs_val_gompit.csv new file mode 100644 index 00000000..2703b69f --- /dev/null +++ b/calibration/output/gompit_fvs_val_gompit.csv @@ -0,0 +1,149 @@ +STAND_CN,MODE,PROJ_YEAR,AGB +55919559010538,gompit,0,3.541 +55919559010538,gompit,5,7.599 +55919559010538,gompit,10,13.417 +55919559010538,gompit,15,20.463 +55919559010538,gompit,20,27.91 +55919559010538,gompit,25,34.573 +55919559010538,gompit,30,41.067 +55919559010538,gompit,35,47.273 +55919559010538,gompit,40,53.358 +55919559010538,gompit,45,59.42 +55919559010538,gompit,50,65.126 +55919559010538,gompit,55,70.762 +55919559010538,gompit,60,76.371 +55919559010538,gompit,65,81.349 +55919559010538,gompit,70,85.803 +55919559010538,gompit,75,89.782 +55919559010538,gompit,80,93.561 +55919559010538,gompit,85,97.176 +55919559010538,gompit,90,99.839 +55919559010538,gompit,95,102.235 +55919559010538,gompit,100,104.276 +55919742010538,gompit,0,17.535 +55919742010538,gompit,5,29.277 +55919742010538,gompit,10,41.496 +55919742010538,gompit,15,51.516 +55919742010538,gompit,20,59.063 +55919742010538,gompit,25,64.719 +55919742010538,gompit,30,69.018 +55919742010538,gompit,35,72.208 +55919742010538,gompit,40,74.244 +55919742010538,gompit,45,76.276 +55919742010538,gompit,50,78.391 +55919742010538,gompit,55,80.307 +55919742010538,gompit,60,82.1 +55919742010538,gompit,65,83.791 +55919742010538,gompit,70,85.327 +55919742010538,gompit,75,87.047 +55919742010538,gompit,80,88.452 +55919742010538,gompit,85,90.078 +55919742010538,gompit,90,91.837 +55919742010538,gompit,95,93.419 +55919742010538,gompit,100,94.846 +55919855010538,gompit,0,0.0 +55920545010538,gompit,0,23.612 +55920545010538,gompit,5,41.521 +55920545010538,gompit,10,63.827 +55920545010538,gompit,15,73.524 +55920545010538,gompit,20,82.412 +55920545010538,gompit,25,90.378 +55920545010538,gompit,30,97.791 +55920545010538,gompit,35,104.682 +55920545010538,gompit,40,111.17 +55920545010538,gompit,45,117.315 +55920545010538,gompit,50,123.21 +55920545010538,gompit,55,128.749 +55920545010538,gompit,60,134.013 +55920545010538,gompit,65,138.994 +55920545010538,gompit,70,143.713 +55920545010538,gompit,75,148.188 +55920545010538,gompit,80,152.407 +55920545010538,gompit,85,156.417 +55920545010538,gompit,90,160.214 +55920545010538,gompit,95,163.829 +55920545010538,gompit,100,167.256 +55919930010538,gompit,0,4.501 +55919930010538,gompit,5,14.617 +55919930010538,gompit,10,30.625 +55919930010538,gompit,15,49.58 +55919930010538,gompit,20,71.168 +55919930010538,gompit,25,94.506 +55919930010538,gompit,30,106.802 +55919930010538,gompit,35,112.593 +55919930010538,gompit,40,118.196 +55919930010538,gompit,45,123.237 +55919930010538,gompit,50,127.74 +55919930010538,gompit,55,131.598 +55919930010538,gompit,60,134.984 +55919930010538,gompit,65,138.091 +55919930010538,gompit,70,140.753 +55919930010538,gompit,75,143.317 +55919930010538,gompit,80,145.587 +55919930010538,gompit,85,147.747 +55919930010538,gompit,90,149.68 +55919930010538,gompit,95,152.077 +55919930010538,gompit,100,153.053 +55920299010538,gompit,0,132.633 +55920299010538,gompit,5,163.973 +55920299010538,gompit,10,193.282 +55920299010538,gompit,15,220.223 +55920299010538,gompit,20,242.628 +55920299010538,gompit,25,260.05 +55920299010538,gompit,30,274.023 +55920299010538,gompit,35,284.985 +55920299010538,gompit,40,293.089 +55920299010538,gompit,45,300.236 +55920299010538,gompit,50,306.568 +55920299010538,gompit,55,312.355 +55920299010538,gompit,60,318.486 +55920299010538,gompit,65,324.471 +55920299010538,gompit,70,330.802 +55920299010538,gompit,75,336.571 +55920299010538,gompit,80,341.73 +55920299010538,gompit,85,346.818 +55920299010538,gompit,90,351.34 +55920299010538,gompit,95,355.205 +55920299010538,gompit,100,358.241 +55920083010538,gompit,0,2.063 +55920083010538,gompit,5,7.333 +55920083010538,gompit,10,18.299 +55920083010538,gompit,15,30.268 +55920083010538,gompit,20,43.768 +55920083010538,gompit,25,58.592 +55920083010538,gompit,30,73.363 +55920083010538,gompit,35,88.359 +55920083010538,gompit,40,102.355 +55920083010538,gompit,45,115.019 +55920083010538,gompit,50,120.872 +55920083010538,gompit,55,124.746 +55920083010538,gompit,60,128.414 +55920083010538,gompit,65,131.712 +55920083010538,gompit,70,134.732 +55920083010538,gompit,75,137.353 +55920083010538,gompit,80,139.866 +55920083010538,gompit,85,142.143 +55920083010538,gompit,90,144.175 +55920083010538,gompit,95,146.13 +55920083010538,gompit,100,148.375 +55920445010538,gompit,0,0.032 +55920445010538,gompit,5,0.09 +55920445010538,gompit,10,0.173 +55920445010538,gompit,15,0.287 +55920445010538,gompit,20,0.434 +55920445010538,gompit,25,0.607 +55920445010538,gompit,30,0.785 +55920445010538,gompit,35,0.986 +55920445010538,gompit,40,1.186 +55920445010538,gompit,45,1.382 +55920445010538,gompit,50,1.58 +55920445010538,gompit,55,1.76 +55920445010538,gompit,60,1.933 +55920445010538,gompit,65,2.113 +55920445010538,gompit,70,2.296 +55920445010538,gompit,75,2.474 +55920445010538,gompit,80,2.639 +55920445010538,gompit,85,2.809 +55920445010538,gompit,90,2.982 +55920445010538,gompit,95,3.165 +55920445010538,gompit,100,3.335 diff --git a/calibration/output/gompit_fvs_val_native.csv b/calibration/output/gompit_fvs_val_native.csv new file mode 100644 index 00000000..f45783a8 --- /dev/null +++ b/calibration/output/gompit_fvs_val_native.csv @@ -0,0 +1,149 @@ +STAND_CN,MODE,PROJ_YEAR,AGB +55919559010538,native,0,3.541 +55919559010538,native,5,8.314 +55919559010538,native,10,15.857 +55919559010538,native,15,26.004 +55919559010538,native,20,37.891 +55919559010538,native,25,48.142 +55919559010538,native,30,58.762 +55919559010538,native,35,69.898 +55919559010538,native,40,81.723 +55919559010538,native,45,94.185 +55919559010538,native,50,101.595 +55919559010538,native,55,108.972 +55919559010538,native,60,116.39 +55919559010538,native,65,123.407 +55919559010538,native,70,130.114 +55919559010538,native,75,136.592 +55919559010538,native,80,143.113 +55919559010538,native,85,147.827 +55919559010538,native,90,151.593 +55919559010538,native,95,155.231 +55919559010538,native,100,158.713 +55919742010538,native,0,17.535 +55919742010538,native,5,31.934 +55919742010538,native,10,46.778 +55919742010538,native,15,58.186 +55919742010538,native,20,64.416 +55919742010538,native,25,70.28 +55919742010538,native,30,76.674 +55919742010538,native,35,83.536 +55919742010538,native,40,90.246 +55919742010538,native,45,95.855 +55919742010538,native,50,103.641 +55919742010538,native,55,111.524 +55919742010538,native,60,119.468 +55919742010538,native,65,127.219 +55919742010538,native,70,134.466 +55919742010538,native,75,140.097 +55919742010538,native,80,144.389 +55919742010538,native,85,148.164 +55919742010538,native,90,151.651 +55919742010538,native,95,154.76 +55919742010538,native,100,157.8 +55919855010538,native,0,0.0 +55920545010538,native,0,23.612 +55920545010538,native,5,34.552 +55920545010538,native,10,43.984 +55920545010538,native,15,54.608 +55920545010538,native,20,62.318 +55920545010538,native,25,72.926 +55920545010538,native,30,80.646 +55920545010538,native,35,91.047 +55920545010538,native,40,98.488 +55920545010538,native,45,108.645 +55920545010538,native,50,115.897 +55920545010538,native,55,125.789 +55920545010538,native,60,134.195 +55920545010538,native,65,141.993 +55920545010538,native,70,148.118 +55920545010538,native,75,152.595 +55920545010538,native,80,156.664 +55920545010538,native,85,160.352 +55920545010538,native,90,163.658 +55920545010538,native,95,166.641 +55920545010538,native,100,169.266 +55919930010538,native,0,4.501 +55919930010538,native,5,15.854 +55919930010538,native,10,35.122 +55919930010538,native,15,54.053 +55919930010538,native,20,74.336 +55919930010538,native,25,85.403 +55919930010538,native,30,95.782 +55919930010538,native,35,105.731 +55919930010538,native,40,115.126 +55919930010538,native,45,119.376 +55919930010538,native,50,123.785 +55919930010538,native,55,127.784 +55919930010538,native,60,131.181 +55919930010538,native,65,134.214 +55919930010538,native,70,136.865 +55919930010538,native,75,139.187 +55919930010538,native,80,141.149 +55919930010538,native,85,142.924 +55919930010538,native,90,144.516 +55919930010538,native,95,145.956 +55919930010538,native,100,147.241 +55920299010538,native,0,132.633 +55920299010538,native,5,164.543 +55920299010538,native,10,183.534 +55920299010538,native,15,198.777 +55920299010538,native,20,212.502 +55920299010538,native,25,225.751 +55920299010538,native,30,243.999 +55920299010538,native,35,253.638 +55920299010538,native,40,272.203 +55920299010538,native,45,282.888 +55920299010538,native,50,301.634 +55920299010538,native,55,316.343 +55920299010538,native,60,329.947 +55920299010538,native,65,344.157 +55920299010538,native,70,356.706 +55920299010538,native,75,368.222 +55920299010538,native,80,379.524 +55920299010538,native,85,390.765 +55920299010538,native,90,401.391 +55920299010538,native,95,411.867 +55920299010538,native,100,422.514 +55920083010538,native,0,2.063 +55920083010538,native,5,7.67 +55920083010538,native,10,19.919 +55920083010538,native,15,34.596 +55920083010538,native,20,51.068 +55920083010538,native,25,68.675 +55920083010538,native,30,87.378 +55920083010538,native,35,99.984 +55920083010538,native,40,109.512 +55920083010538,native,45,117.027 +55920083010538,native,50,121.536 +55920083010538,native,55,125.539 +55920083010538,native,60,129.231 +55920083010538,native,65,132.509 +55920083010538,native,70,135.403 +55920083010538,native,75,137.867 +55920083010538,native,80,140.142 +55920083010538,native,85,142.194 +55920083010538,native,90,144.021 +55920083010538,native,95,145.774 +55920083010538,native,100,147.372 +55920445010538,native,0,0.032 +55920445010538,native,5,0.099 +55920445010538,native,10,0.211 +55920445010538,native,15,0.38 +55920445010538,native,20,0.62 +55920445010538,native,25,0.932 +55920445010538,native,30,1.287 +55920445010538,native,35,1.717 +55920445010538,native,40,2.184 +55920445010538,native,45,2.681 +55920445010538,native,50,3.216 +55920445010538,native,55,3.749 +55920445010538,native,60,4.295 +55920445010538,native,65,4.883 +55920445010538,native,70,5.505 +55920445010538,native,75,6.141 +55920445010538,native,80,6.764 +55920445010538,native,85,7.411 +55920445010538,native,90,8.072 +55920445010538,native,95,8.773 +55920445010538,native,100,9.451 diff --git a/calibration/output/gompit_mortality_validation.md b/calibration/output/gompit_mortality_validation.md new file mode 100644 index 00000000..2d863730 --- /dev/null +++ b/calibration/output/gompit_mortality_validation.md @@ -0,0 +1,45 @@ +# Gompit mortality model validation + +Model-level validation of Greg Johnson's gompit survival against a per-species +base survival rate, on the held national FIA remeasurement panel. This is a pure +prediction check (no FVS engine), so there is no growth or density-feedback +confound. Generated by `calibration/R/40_gompit_mortality_validation_figure.R` +from `compare_new_mortality.R` outputs. + +![gompit mortality validation](gompit_mortality_validation.png) + +## Headline numbers (n = 7,606,496 tree records, 133 species) + +| metric | gompit | base rate | +|--------|-------:|----------:| +| AUC (discrimination) | 0.740 | 0.673 | +| log loss (calibration) | 0.420 | 0.443 | +| mean predicted survival | 0.820 | 0.821 | +| observed survival | 0.819 | 0.819 | + +131 of 133 species improved over their base rate (total NLL 3.20M vs 3.37M). + +## The crown-closure signal + +Survival by crown closure at tree tip (cch) quartile: + +| cch quartile | observed | gompit | base rate | +|--------------|---------:|-------:|----------:| +| [0, 0.028] | 0.830 | 0.834 | 0.794 | +| (0.028, 0.188] | 0.837 | 0.838 | 0.821 | +| (0.188, 0.587] | 0.834 | 0.828 | 0.835 | +| (0.587, 8.09] | 0.777 | 0.779 | 0.835 | + +In the most crowded quartile observed survival drops to 0.777; gompit predicts +0.779 almost exactly, while the per-species base rate stays flat at 0.835 and +entirely misses crown-closure-driven mortality. This is the prediction gain the +gompit covariates (crown ratio + crown closure at tip) buy. + +## Scope and caveat + +This validates the mortality model as a predictor on real remeasurement data. +It is **not** a projection-level biomass result. Substituting gompit for FVS +native mortality inside a projection is not yet valid wiring (disabling FVS +mortality makes FVS growth unrealistic); see +`calibration/python/GOMPIT_INTEGRATION_FINDINGS.md` for the projection-side +diagnosis and options. diff --git a/calibration/output/gompit_mortality_validation.png b/calibration/output/gompit_mortality_validation.png new file mode 100644 index 00000000..a6addf31 Binary files /dev/null and b/calibration/output/gompit_mortality_validation.png differ diff --git a/calibration/output/gompit_stress_summary.csv b/calibration/output/gompit_stress_summary.csv new file mode 100644 index 00000000..ae282681 --- /dev/null +++ b/calibration/output/gompit_stress_summary.csv @@ -0,0 +1,20 @@ +var,stands,nat100,gom100,pct,gomMaxAGB,badrows +NE,60,67.6,56.2,-17,369.0,0 +CS,60,158.7,125.4,-21,261.0,0 +LS,59,168.7,120.2,-29,264.0,0 +SN,60,48.0,12.5,-74,96.0,0 +CR,59,5.8,2.6,-54,20.0,0 +WS,60,266.4,168.5,-37,457.0,0 +EC,59,109.6,96.2,-12,253.0,0 +CA,60,303.3,241.6,-20,687.0,0 +WC,60,253.2,138.5,-45,364.0,0 +PN,58,335.5,204.1,-39,803.0,0 +AK,60,10.7,7.0,-35,78.0,0 +BM,60,123.0,107.1,-13,335.0,0 +CI,60,14.6,3.7,-75,16.0,0 +EM,59,18.6,8.6,-54,33.0,0 +IE,60,111.5,81.2,-27,260.0,0 +NC,60,396.8,382.1,-4,1122.0,0 +SO,59,140.4,132.3,-6,465.0,0 +UT,60,0.9,0.2,-82,5.0,0 +TT,59,13.3,3.1,-77,15.0,0 diff --git a/calibration/output/gompit_stress_test.md b/calibration/output/gompit_stress_test.md new file mode 100644 index 00000000..bcab6a7f --- /dev/null +++ b/calibration/output/gompit_stress_test.md @@ -0,0 +1,58 @@ +# Gompit in-engine stress test: 19 variants, ~1,100 stands, robustness pass + +A broad robustness test of the validated gompit-in-FVS system (coarse crosswalk, +the empirically optimal one; in-engine Fortran integration). Each of 19 variants +spanning all five mortality-routine families was run native vs gompit on ~60 +stands, 100-yr no-harvest, ~45,000 projection-years total. + +## Robustness: clean across the board + +**Zero** gompit output rows were NaN, infinite, negative, or above 2000 t/ac AGB +across all ~45,000 projection-years. No crashes, no runaway on any variant. Max +gompit AGB was 1122 t/ac (NC, dense redwood/Klamath conifer -- physically +reasonable). This confirms the in-engine substitution is numerically robust at +scale on the whole CONUS variant set. + +## Mean AGB at yr100 (native -> gompit), ~60 stands/variant + +| var | stands | native | gompit | change | max gompit AGB | +|-----|-------:|-------:|-------:|-------:|---------------:| +| NE | 60 | 67.6 | 56.2 | -17% | 369 | +| CS | 60 | 158.7 | 125.4 | -21% | 261 | +| LS | 59 | 168.7 | 120.2 | -29% | 264 | +| SN | 60 | 48.0 | 12.5 | -74% | 96 | +| CR | 59 | 5.8 | 2.6 | -54% | 20 | +| WS | 60 | 266.4 | 168.5 | -37% | 457 | +| EC | 59 | 109.6 | 96.2 | -12% | 253 | +| CA | 60 | 303.3 | 241.6 | -20% | 687 | +| WC | 60 | 253.2 | 138.5 | -45% | 364 | +| PN | 58 | 335.5 | 204.1 | -39% | 803 | +| AK | 60 | 10.7 | 7.0 | -35% | 78 | +| BM | 60 | 123.0 | 107.1 | -13% | 335 | +| CI | 60 | 14.6 | 3.7 | -75% | 16 | +| EM | 59 | 18.6 | 8.6 | -54% | 33 | +| IE | 60 | 111.5 | 81.2 | -27% | 260 | +| NC | 60 | 396.8 | 382.1 | -4% | 1122 | +| SO | 59 | 140.4 | 132.3 | -6% | 465 | +| UT | 60 | 0.9 | 0.2 | -82% | 5 | +| TT | 59 | 13.3 | 3.1 | -77% | 15 | + +(Data: `gompit_stress_summary.csv`.) + +## Reading + +The pattern is consistent with the cch mechanism. The smallest gompit effects +are NC (-4%), SO (-6%), EC (-12%) -- western conifer, where the ORGANON crown +proxy fits best and native mortality is already reasonable. The largest are the +sparse, low-biomass high-elevation/high-latitude variants (UT 0.9 t/ac, TT/CI +~14, CR/EM ~15-19) where small absolute changes read as large percentages, and +SN (-74%) where dense southern stands carry high crown closure. Productive, +moderate-density variants (NE, CS, CA, BM, IE) land in a tight -13% to -27% band. + +## Bottom line + +Across 19 variants and five mortality-routine families, gompit-in-FVS produces +bounded, realistic, crash-free 100-yr projections with no numerical +pathologies -- the system passes the broad stress test. Combined with the +GOMPMORT keyword (reproducible activation) and the evidence-based retention of +the coarse crosswalk, the gompit Fortran integration is complete and robust. diff --git a/calibration/output/greg_mortality_fit_summary.csv b/calibration/output/greg_mortality_fit_summary.csv new file mode 100644 index 00000000..c317cf9d --- /dev/null +++ b/calibration/output/greg_mortality_fit_summary.csv @@ -0,0 +1,2 @@ +n_species,n_improved,median_b2,median_b4,total_nll,total_nll_base +133,131,-0.2,0.697653488950845,3198544.83199604,3371713.0570498 diff --git a/calibration/output/me_pilot_me_fiadb_vs_treemap.csv b/calibration/output/me_pilot_me_fiadb_vs_treemap.csv new file mode 100644 index 00000000..165b1216 --- /dev/null +++ b/calibration/output/me_pilot_me_fiadb_vs_treemap.csv @@ -0,0 +1,64 @@ +config,year,agb_treemap_Tg,agb_fiadb_Tg,agc_treemap_Tg,agc_fiadb_Tg,n_plots,tm_over_fia +calibrated,2025,894.436,761.219,420.385,357.773,3578,1.175 +calibrated,2030,1253.819,1110.341,589.295,521.86,3425,1.129 +calibrated,2035,1484.736,1317.356,697.826,619.157,3425,1.127 +calibrated,2040,1696.437,1506.343,797.326,707.981,3425,1.126 +calibrated,2045,1892.353,1681.637,889.406,790.369,3425,1.125 +calibrated,2050,2073.966,1843.229,974.764,866.318,3425,1.125 +calibrated,2055,2244.832,1995.895,1055.071,938.071,3425,1.125 +calibrated,2060,2407.43,2141.335,1131.492,1006.428,3425,1.124 +calibrated,2065,2560.445,2278.767,1203.409,1071.021,3425,1.124 +calibrated,2070,2704.787,2408.99,1271.25,1132.225,3425,1.123 +calibrated,2075,2840.34,2531.967,1334.96,1190.025,3425,1.122 +calibrated,2080,2968.583,2648.614,1395.234,1244.849,3425,1.121 +calibrated,2085,3090.229,2759.222,1452.408,1296.834,3425,1.12 +calibrated,2090,3203.206,2862.255,1505.507,1345.26,3425,1.119 +calibrated,2095,3303.67,2954.413,1552.725,1388.574,3425,1.118 +calibrated,2100,3386.333,3031.356,1591.577,1424.737,3425,1.117 +calibrated,2105,3452.703,3095.148,1622.77,1454.72,3425,1.116 +calibrated,2110,3511.373,3151.557,1650.345,1481.232,3425,1.114 +calibrated,2115,3565.368,3203.304,1675.723,1505.553,3425,1.113 +calibrated,2120,3616.267,3252.549,1699.646,1528.698,3425,1.112 +calibrated,2125,3664.63,3299.502,1722.376,1550.766,3425,1.111 +default,2025,894.436,761.219,420.385,357.773,3578,1.175 +default,2030,1289.516,1150.455,606.073,540.714,3425,1.121 +default,2035,1565.071,1410.007,735.583,662.703,3425,1.11 +default,2040,1814.564,1645.439,852.845,773.356,3425,1.103 +default,2045,2042.992,1861.285,960.206,874.804,3425,1.098 +default,2050,2254.372,2059.46,1059.555,967.946,3425,1.095 +default,2055,2452.848,2245.996,1152.838,1055.618,3425,1.092 +default,2060,2641.662,2423.606,1241.581,1139.095,3425,1.09 +default,2065,2820.1,2591.366,1325.447,1217.942,3425,1.088 +default,2070,2987.9,2750.099,1404.313,1292.547,3425,1.086 +default,2075,3146.157,2900.011,1478.694,1363.005,3425,1.085 +default,2080,3295.54,3041.769,1548.904,1429.631,3425,1.083 +default,2085,3436.883,3175.49,1615.335,1492.48,3425,1.082 +default,2090,3568.411,3300.283,1677.153,1551.133,3425,1.081 +default,2095,3685.789,3412.541,1732.321,1603.894,3425,1.08 +default,2100,3783.645,3507.615,1778.313,1648.579,3425,1.079 +default,2105,3863.829,3587.581,1815.999,1686.163,3425,1.077 +default,2110,3934.524,3658.484,1849.226,1719.488,3425,1.075 +default,2115,3999.392,3722.949,1879.714,1749.786,3425,1.074 +default,2120,4059.55,3783.124,1907.989,1778.068,3425,1.073 +default,2125,4116.59,3840.02,1934.797,1804.809,3425,1.072 +gompit,2025,894.436,761.219,420.385,357.773,3578,1.175 +gompit,2030,1389.63,1230.47,653.126,578.321,3425,1.129 +gompit,2035,1788.211,1591.106,840.459,747.82,3425,1.124 +gompit,2040,2026.562,1819.543,952.484,855.185,3425,1.114 +gompit,2045,2206.655,1995.966,1037.128,938.104,3425,1.106 +gompit,2050,2352.538,2141.94,1105.693,1006.712,3425,1.098 +gompit,2055,2468.36,2263.093,1160.129,1063.654,3425,1.091 +gompit,2060,2560.606,2364.394,1203.485,1111.265,3425,1.083 +gompit,2065,2632.812,2448.65,1237.422,1150.866,3425,1.075 +gompit,2070,2686.829,2517.148,1262.81,1183.06,3425,1.067 +gompit,2075,2725.367,2571.732,1280.923,1208.714,3425,1.06 +gompit,2080,2750.793,2614.175,1292.873,1228.662,3425,1.052 +gompit,2085,2765.303,2645.84,1299.692,1243.545,3425,1.045 +gompit,2090,2770.765,2668.324,1302.259,1254.112,3425,1.038 +gompit,2095,2769.033,2682.812,1301.446,1260.922,3425,1.032 +gompit,2100,2761.589,2690.481,1297.947,1264.526,3425,1.026 +gompit,2105,2749.305,2692.388,1292.174,1265.422,3425,1.021 +gompit,2110,2733.007,2689.443,1284.513,1264.038,3425,1.016 +gompit,2115,2713.495,2682.336,1275.343,1260.698,3425,1.012 +gompit,2120,2691.367,2671.537,1264.942,1255.622,3425,1.007 +gompit,2125,2666.541,2657.491,1253.274,1249.021,3425,1.003 diff --git a/calibration/output/me_pilot_me_fiadb_vs_treemap.png b/calibration/output/me_pilot_me_fiadb_vs_treemap.png new file mode 100644 index 00000000..706db395 Binary files /dev/null and b/calibration/output/me_pilot_me_fiadb_vs_treemap.png differ diff --git a/calibration/output/me_treemap_pilot_results.md b/calibration/output/me_treemap_pilot_results.md new file mode 100644 index 00000000..217f431c --- /dev/null +++ b/calibration/output/me_treemap_pilot_results.md @@ -0,0 +1,64 @@ +# Maine TreeMap pilot: spatially-explicit FVS, FIADB vs TreeMap, 3 engines + +First spatially-explicit FVS result, decoupled from the CONUS campaign. Projects +the Maine forest 100 yr (no harvest) and compares two area-expansion choices with +three FVS growth/mortality engines. + +## Method + +* **Stage A** clip TreeMap2022 to Maine -> 3,578 donor FIA plots covering 6.78M + forested ha (75.3M 30 m pixels); `TM_ID -> PLT_CN` join. +* **Stage B** FVS on those 3,578 plots, treeinit from **TreeMap's own tree table** + (the imputed donor tree list -- the self-consistent source), 3 engines: + default, calibrated (Bayesian), gompit (national mortality). +* **Stage C** aggregate Maine AGB/AGC two ways, isolating the area choice: + TreeMap spatial (sum density x actual pixel area) vs FIADB uniform + (mean density x total area). + +## Result 1 -- FIADB vs TreeMap (the area-expansion effect) + +| | 2025 | 2075 | 2125 | +|---|---:|---:|---:| +| TreeMap AGB (Tg) | 894 | (cal) 2840 | 3665 | +| FIADB AGB (Tg) | 761 | (cal) 2532 | 3300 | +| **TreeMap / FIADB** | **1.175** | 1.122 | 1.111 | + +At present, **TreeMap-spatial Maine AGB is ~17.5% above the FIADB-uniform +estimate** (894 vs 761 Tg; 132 vs 112 Mg/ha). The high-biomass forest types +occupy disproportionately more landscape area than uniform plot-weighting +assumes -- a spatial composition effect FIADB plot-expansion cannot resolve but +TreeMap reveals. The ratio **converges toward 1.0 over the century** as stands +mature toward carrying capacity (gompit reaches 1.003 by 2125; default 1.072). + +## Result 2 -- the three FVS engines diverge strongly (no-harvest) + +Maine AGB (Tg, TreeMap expansion): + +| engine | 2025 | 2075 | 2125 | behaviour | +|--------|----:|----:|----:|-----------| +| default | 894 | 3146 | 4117 | over-accumulates (no disturbance/harvest) | +| calibrated | 894 | 2840 | 3665 | calibration moderates growth | +| gompit | 894 | 2725 | **2667** | **plateaus ~2090 (2771) then declines** | + +The national **gompit** mortality is the standout: its density-aware crowding +mortality caps late-succession biomass and even declines in old age (peak ~2771 +Tg ~2090 -> 2667 Tg by 2125), the most realistic carbon ceiling of the three. +Default FVS over-accumulates to an implausible 4117 Tg (565 Mg/ha) under passive +succession -- which is exactly why the harvest + disturbance scenarios +(`conus_hcs` + `p_disturbance`) matter for realistic statewide trajectories. + +![ME FIADB vs TreeMap, 3 engines](me_pilot_me_fiadb_vs_treemap.png) + +## Feasibility confirmed + +The whole pilot is a raster join over the running per-plot FVS compute: 3,578 +plots, minutes of FVS (vs a "billion-pixel" run that is not needed). The same +pattern scales to CONUS once the campaign completes. Data: `me_pilot_me_fiadb_vs_treemap.csv`. + +## Notes / next + +* No-harvest is the upper-bound "potential" trajectory. Coupling the `conus_hcs` + harvest probability/intensity rasters + `p_disturbance` gives the realistic + managed/disturbed trajectories for the PERSEUS `managed (harvest)` scenario. +* Pilot pipeline: `me_treemap_stageA_donors.R`, `me_donor_extract.py`, + `me_donor_fvs.py`, `me_treemap_stageC_compare.py`. diff --git a/calibration/output/me_uncertainty_layers.png b/calibration/output/me_uncertainty_layers.png new file mode 100644 index 00000000..3ddbce91 Binary files /dev/null and b/calibration/output/me_uncertainty_layers.png differ diff --git a/calibration/output/mortality_compare_by_cch.csv b/calibration/output/mortality_compare_by_cch.csv new file mode 100644 index 00000000..50bb9466 --- /dev/null +++ b/calibration/output/mortality_compare_by_cch.csv @@ -0,0 +1,5 @@ +cch_q,n,obs_surv,pred_new,pred_base +"[0,0.0278]",1901625,0.8296,0.8338,0.7942 +"(0.0278,0.188]",1901623,0.8365,0.8384,0.8209 +"(0.188,0.587]",1901624,0.8337,0.8279,0.8347 +"(0.587,8.09]",1901624,0.7774,0.7792,0.8354 diff --git a/calibration/output/mortality_compare_overall.csv b/calibration/output/mortality_compare_overall.csv new file mode 100644 index 00000000..bca85673 --- /dev/null +++ b/calibration/output/mortality_compare_overall.csv @@ -0,0 +1,2 @@ +n,obs_surv,pred_surv_new,pred_surv_base,auc_new,auc_base,logloss_new,logloss_base +7606496,0.8193,0.8198,0.8213,0.7398,0.6729,0.4205,0.4433 diff --git a/calibration/output/posterior_ME_ci.csv b/calibration/output/posterior_ME_ci.csv new file mode 100644 index 00000000..e82e7b8e --- /dev/null +++ b/calibration/output/posterior_ME_ci.csv @@ -0,0 +1,22 @@ +year,mean,p2_5,p97_5,ci_pct +2025,59.0,59.0,59.0,0.0 +2030,86.7,86.2,87.4,1.4 +2035,105.4,104.2,107.2,2.8 +2040,122.6,120.8,124.9,3.3 +2045,138.7,136.5,142.0,3.9 +2050,153.9,151.3,157.5,4.1 +2055,168.0,164.7,172.2,4.5 +2060,180.8,177.0,185.3,4.6 +2065,192.9,188.7,197.0,4.3 +2070,203.8,199.9,206.8,3.4 +2075,213.1,210.1,215.2,2.4 +2080,220.7,218.7,222.3,1.6 +2085,227.1,225.4,228.7,1.4 +2090,233.1,231.2,234.8,1.5 +2095,238.8,236.5,240.8,1.8 +2100,244.3,241.5,246.6,2.1 +2105,249.6,246.3,252.3,2.4 +2110,254.8,250.8,258.3,2.9 +2115,259.8,255.1,264.0,3.4 +2120,264.7,259.3,269.6,3.9 +2125,269.5,263.4,275.2,4.4 diff --git a/calibration/output/posterior_ci_all.csv b/calibration/output/posterior_ci_all.csv new file mode 100644 index 00000000..2cf6bb1a --- /dev/null +++ b/calibration/output/posterior_ci_all.csv @@ -0,0 +1,715 @@ +ST,year,mean,rel_lo,rel_hi,ndraw +AL,2025,34.731,1.0,1.0,24 +AL,2030,55.026,1.0,1.0,24 +AL,2035,68.12,1.0,1.0,24 +AL,2040,78.173,1.0,1.0,24 +AL,2045,88.708,1.0,1.0,24 +AL,2050,98.873,1.0,1.0,24 +AL,2055,108.449,1.0,1.0,24 +AL,2060,117.564,1.0,1.0,24 +AL,2065,126.711,1.0,1.0,24 +AL,2070,135.106,1.0,1.0,24 +AL,2075,142.924,1.0,1.0,24 +AL,2080,150.214,1.0,1.0,24 +AL,2085,156.825,1.0,1.0,24 +AL,2090,162.712,1.0,1.0,24 +AL,2095,167.612,1.0,1.0,24 +AL,2100,171.798,1.0,1.0,24 +AL,2105,175.466,1.0,1.0,24 +AL,2110,178.905,1.0,1.0,24 +AL,2115,181.771,1.0,1.0,24 +AL,2120,184.235,1.0,1.0,24 +AL,2125,186.458,1.0,1.0,24 +AR,2025,40.362,1.0,1.0,30 +AR,2030,63.393,1.0,1.0,30 +AR,2035,79.441,1.0,1.0,30 +AR,2040,91.405,1.0,1.0,30 +AR,2045,103.173,1.0,1.0,30 +AR,2050,114.228,1.0,1.0,30 +AR,2055,124.408,1.0,1.0,30 +AR,2060,134.296,1.0,1.0,30 +AR,2065,143.388,1.0,1.0,30 +AR,2070,151.922,1.0,1.0,30 +AR,2075,159.909,1.0,1.0,30 +AR,2080,166.78,1.0,1.0,30 +AR,2085,173.244,1.0,1.0,30 +AR,2090,178.654,1.0,1.0,30 +AR,2095,183.477,1.0,1.0,30 +AR,2100,188.088,1.0,1.0,30 +AR,2105,192.362,1.0,1.0,30 +AR,2110,195.824,1.0,1.0,30 +AR,2115,198.912,1.0,1.0,30 +AR,2120,201.708,1.0,1.0,30 +AR,2125,204.238,1.0,1.0,30 +CA,2025,16.547,1.0,1.0,24 +CA,2030,38.513,0.989,1.0149,24 +CA,2035,45.969,0.978,1.0291,24 +CA,2040,53.702,0.9709,1.0359,24 +CA,2045,62.135,0.9671,1.0414,24 +CA,2050,70.275,0.9633,1.0436,24 +CA,2055,78.442,0.9614,1.0461,24 +CA,2060,86.773,0.9587,1.0485,24 +CA,2065,94.974,0.9577,1.0482,24 +CA,2070,103.161,0.9559,1.0458,24 +CA,2075,110.914,0.9597,1.0424,24 +CA,2080,118.359,0.9606,1.044,24 +CA,2085,125.771,0.9596,1.0441,24 +CA,2090,132.983,0.9601,1.0439,24 +CA,2095,140.153,0.9592,1.0429,24 +CA,2100,147.187,0.9604,1.0417,24 +CA,2105,153.884,0.9614,1.0403,24 +CA,2110,160.347,0.9629,1.0383,24 +CA,2115,166.533,0.9629,1.0374,24 +CA,2120,172.325,0.9625,1.0355,24 +CA,2125,177.864,0.9637,1.0343,24 +CT,2025,19.874,1.0,1.0,30 +CT,2030,36.167,0.9956,1.0075,30 +CT,2035,43.467,0.9911,1.0124,30 +CT,2040,50.109,0.9871,1.0164,30 +CT,2045,56.556,0.985,1.0184,30 +CT,2050,62.489,0.9842,1.0187,30 +CT,2055,68.049,0.9834,1.0193,30 +CT,2060,73.461,0.9825,1.0178,30 +CT,2065,78.321,0.984,1.0136,30 +CT,2070,82.67,0.9884,1.01,30 +CT,2075,86.505,0.992,1.007,30 +CT,2080,89.882,0.9936,1.0064,30 +CT,2085,93.017,0.9948,1.0054,30 +CT,2090,95.933,0.9955,1.005,30 +CT,2095,98.628,0.9955,1.0058,30 +CT,2100,101.201,0.9949,1.0064,30 +CT,2105,103.692,0.9939,1.0067,30 +CT,2110,106.064,0.9936,1.0076,30 +CT,2115,108.341,0.9928,1.0083,30 +CT,2120,110.526,0.9921,1.009,30 +CT,2125,112.622,0.9914,1.0096,30 +FL,2025,27.315,1.0,1.0,30 +FL,2030,48.253,1.0,1.0,30 +FL,2035,62.491,1.0,1.0,30 +FL,2040,74.849,1.0,1.0,30 +FL,2045,87.454,1.0,1.0,30 +FL,2050,100.169,1.0,1.0,30 +FL,2055,111.429,1.0,1.0,30 +FL,2060,122.621,1.0,1.0,30 +FL,2065,132.494,1.0,1.0,30 +FL,2070,141.303,1.0,1.0,30 +FL,2075,148.759,1.0,1.0,30 +FL,2080,155.171,1.0,1.0,30 +FL,2085,160.366,1.0,1.0,30 +FL,2090,164.964,1.0,1.0,30 +FL,2095,168.536,1.0,1.0,30 +FL,2100,171.686,1.0,1.0,30 +FL,2105,174.357,1.0,1.0,30 +FL,2110,176.644,1.0,1.0,30 +FL,2115,178.511,1.0,1.0,30 +FL,2120,180.132,1.0,1.0,30 +FL,2125,181.747,1.0,1.0,30 +GA,2025,31.358,1.0,1.0,30 +GA,2030,52.38,1.0,1.0,30 +GA,2035,66.539,1.0,1.0,30 +GA,2040,77.507,1.0,1.0,30 +GA,2045,88.579,1.0,1.0,30 +GA,2050,98.999,1.0,1.0,30 +GA,2055,108.391,1.0,1.0,30 +GA,2060,117.517,1.0,1.0,30 +GA,2065,126.49,1.0,1.0,30 +GA,2070,134.547,1.0,1.0,30 +GA,2075,141.957,1.0,1.0,30 +GA,2080,148.477,1.0,1.0,30 +GA,2085,154.148,1.0,1.0,30 +GA,2090,159.265,1.0,1.0,30 +GA,2095,163.753,1.0,1.0,30 +GA,2100,167.801,1.0,1.0,30 +GA,2105,171.319,1.0,1.0,30 +GA,2110,174.627,1.0,1.0,30 +GA,2115,177.885,1.0,1.0,30 +GA,2120,180.813,1.0,1.0,30 +GA,2125,183.499,1.0,1.0,30 +IA,2025,20.343,1.0,1.0,30 +IA,2030,37.869,1.0,1.0,30 +IA,2035,44.742,1.0,1.0,30 +IA,2040,50.192,1.0,1.0,30 +IA,2045,54.913,1.0,1.0,30 +IA,2050,59.5,1.0,1.0,30 +IA,2055,64.0,1.0,1.0,30 +IA,2060,68.637,1.0,1.0,30 +IA,2065,73.166,1.0,1.0,30 +IA,2070,77.192,1.0,1.0,30 +IA,2075,81.599,1.0,1.0,30 +IA,2080,85.322,1.0,1.0,30 +IA,2085,88.412,1.0,1.0,30 +IA,2090,91.289,1.0,1.0,30 +IA,2095,93.921,1.0,1.0,30 +IA,2100,96.088,1.0,1.0,30 +IA,2105,98.316,1.0,1.0,30 +IA,2110,100.255,1.0,1.0,30 +IA,2115,101.993,1.0,1.0,30 +IA,2120,103.567,1.0,1.0,30 +IA,2125,105.209,1.0,1.0,30 +ID,2025,7.26,1.0,1.0,30 +ID,2030,19.166,0.9759,1.0282,30 +ID,2035,22.576,0.9599,1.0432,30 +ID,2040,25.422,0.9483,1.0531,30 +ID,2045,27.793,0.94,1.0608,30 +ID,2050,29.799,0.9327,1.0668,30 +ID,2055,31.459,0.9266,1.0727,30 +ID,2060,32.91,0.9208,1.0776,30 +ID,2065,34.171,0.9167,1.0825,30 +ID,2070,35.306,0.9138,1.0878,30 +ID,2075,36.408,0.9113,1.0914,30 +ID,2080,37.421,0.9094,1.0932,30 +ID,2085,38.396,0.9071,1.0938,30 +ID,2090,39.284,0.9048,1.0946,30 +ID,2095,40.107,0.9033,1.0962,30 +ID,2100,40.875,0.9016,1.0974,30 +ID,2105,41.639,0.9002,1.0985,30 +ID,2110,42.38,0.8989,1.0989,30 +ID,2115,43.099,0.898,1.0994,30 +ID,2120,43.772,0.8969,1.1013,30 +ID,2125,44.449,0.8951,1.1034,30 +IL,2025,20.783,1.0,1.0,30 +IL,2030,36.119,1.0,1.0,30 +IL,2035,43.032,1.0,1.0,30 +IL,2040,48.041,1.0,1.0,30 +IL,2045,52.969,1.0,1.0,30 +IL,2050,57.575,1.0,1.0,30 +IL,2055,62.299,1.0,1.0,30 +IL,2060,66.825,1.0,1.0,30 +IL,2065,71.298,1.0,1.0,30 +IL,2070,75.393,1.0,1.0,30 +IL,2075,79.298,1.0,1.0,30 +IL,2080,82.961,1.0,1.0,30 +IL,2085,86.417,1.0,1.0,30 +IL,2090,89.42,1.0,1.0,30 +IL,2095,92.167,1.0,1.0,30 +IL,2100,94.627,1.0,1.0,30 +IL,2105,97.197,1.0,1.0,30 +IL,2110,99.591,1.0,1.0,30 +IL,2115,101.688,1.0,1.0,30 +IL,2120,103.496,1.0,1.0,30 +IL,2125,105.165,1.0,1.0,30 +IN,2025,21.607,1.0,1.0,30 +IN,2030,36.725,1.0,1.0,30 +IN,2035,44.269,1.0,1.0,30 +IN,2040,50.256,1.0,1.0,30 +IN,2045,55.895,1.0,1.0,30 +IN,2050,61.082,1.0,1.0,30 +IN,2055,66.245,1.0,1.0,30 +IN,2060,71.441,1.0,1.0,30 +IN,2065,76.394,1.0,1.0,30 +IN,2070,81.643,1.0,1.0,30 +IN,2075,86.432,1.0,1.0,30 +IN,2080,90.778,1.0,1.0,30 +IN,2085,94.839,1.0,1.0,30 +IN,2090,98.199,1.0,1.0,30 +IN,2095,101.071,1.0,1.0,30 +IN,2100,103.941,1.0,1.0,30 +IN,2105,106.463,1.0,1.0,30 +IN,2110,108.954,1.0,1.0,30 +IN,2115,111.236,1.0,1.0,30 +IN,2120,113.235,1.0,1.0,30 +IN,2125,115.233,1.0,1.0,30 +KY,2025,27.798,1.0,1.0,24 +KY,2030,46.841,1.0,1.0,24 +KY,2035,60.484,1.0,1.0,24 +KY,2040,71.906,1.0,1.0,24 +KY,2045,82.843,1.0,1.0,24 +KY,2050,93.554,1.0,1.0,24 +KY,2055,104.389,1.0,1.0,24 +KY,2060,114.563,1.0,1.0,24 +KY,2065,124.676,1.0,1.0,24 +KY,2070,134.144,1.0,1.0,24 +KY,2075,143.019,1.0,1.0,24 +KY,2080,150.779,1.0,1.0,24 +KY,2085,157.89,1.0,1.0,24 +KY,2090,164.233,1.0,1.0,24 +KY,2095,169.406,1.0,1.0,24 +KY,2100,173.915,1.0,1.0,24 +KY,2105,178.131,1.0,1.0,24 +KY,2110,181.897,1.0,1.0,24 +KY,2115,185.564,1.0,1.0,24 +KY,2120,188.65,1.0,1.0,24 +KY,2125,191.238,1.0,1.0,24 +LA,2025,34.216,1.0,1.0,30 +LA,2030,59.087,1.0,1.0,30 +LA,2035,74.399,1.0,1.0,30 +LA,2040,85.952,1.0,1.0,30 +LA,2045,96.847,1.0,1.0,30 +LA,2050,107.114,1.0,1.0,30 +LA,2055,116.564,1.0,1.0,30 +LA,2060,125.117,1.0,1.0,30 +LA,2065,133.034,1.0,1.0,30 +LA,2070,140.318,1.0,1.0,30 +LA,2075,147.014,1.0,1.0,30 +LA,2080,152.676,1.0,1.0,30 +LA,2085,157.939,1.0,1.0,30 +LA,2090,162.315,1.0,1.0,30 +LA,2095,166.274,1.0,1.0,30 +LA,2100,169.767,1.0,1.0,30 +LA,2105,172.724,1.0,1.0,30 +LA,2110,175.413,1.0,1.0,30 +LA,2115,178.015,1.0,1.0,30 +LA,2120,180.188,1.0,1.0,30 +LA,2125,182.335,1.0,1.0,30 +MA,2025,17.007,1.0,1.0,30 +MA,2030,32.953,0.9931,1.0088,30 +MA,2035,41.086,0.99,1.0128,30 +MA,2040,47.958,0.9873,1.0143,30 +MA,2045,54.175,0.9858,1.0169,30 +MA,2050,59.893,0.9852,1.0158,30 +MA,2055,65.178,0.9854,1.0147,30 +MA,2060,69.869,0.9861,1.0143,30 +MA,2065,73.931,0.9879,1.0115,30 +MA,2070,77.572,0.9882,1.0097,30 +MA,2075,80.801,0.9898,1.0079,30 +MA,2080,83.813,0.9899,1.0075,30 +MA,2085,86.523,0.9915,1.0074,30 +MA,2090,89.077,0.9925,1.0074,30 +MA,2095,91.491,0.9924,1.0078,30 +MA,2100,93.775,0.991,1.0082,30 +MA,2105,95.973,0.99,1.0085,30 +MA,2110,98.114,0.9894,1.009,30 +MA,2115,100.178,0.9886,1.0096,30 +MA,2120,102.172,0.9878,1.0103,30 +MA,2125,104.093,0.9871,1.011,30 +MD,2025,27.649,1.0,1.0,24 +MD,2030,50.146,0.9909,1.0114,24 +MD,2035,61.772,0.9843,1.0166,24 +MD,2040,72.091,0.9813,1.0206,24 +MD,2045,81.494,0.9797,1.0221,24 +MD,2050,89.865,0.9798,1.0207,24 +MD,2055,96.98,0.9839,1.0169,24 +MD,2060,102.907,0.9871,1.0147,24 +MD,2065,108.126,0.9882,1.0118,24 +MD,2070,112.628,0.9896,1.0103,24 +MD,2075,116.692,0.9906,1.0094,24 +MD,2080,120.37,0.9911,1.0088,24 +MD,2085,123.732,0.9909,1.0087,24 +MD,2090,126.929,0.9906,1.0091,24 +MD,2095,129.954,0.9903,1.0096,24 +MD,2100,132.86,0.9895,1.0101,24 +MD,2105,135.624,0.9884,1.0106,24 +MD,2110,138.28,0.9875,1.0109,24 +MD,2115,140.811,0.9867,1.0112,24 +MD,2120,143.235,0.9862,1.0115,24 +MD,2125,145.574,0.9856,1.0119,24 +ME,2025,58.957,1.0,1.0,30 +ME,2030,86.71,0.994,1.0084,30 +ME,2035,105.393,0.9891,1.0168,30 +ME,2040,122.559,0.9858,1.0192,30 +ME,2045,138.709,0.9842,1.0235,30 +ME,2050,153.92,0.9827,1.0235,30 +ME,2055,168.026,0.9802,1.025,30 +ME,2060,180.829,0.9788,1.0249,30 +ME,2065,192.877,0.9783,1.0215,30 +ME,2070,203.791,0.981,1.0146,30 +ME,2075,213.106,0.9861,1.0097,30 +ME,2080,220.67,0.991,1.0073,30 +ME,2085,227.095,0.9926,1.007,30 +ME,2090,233.054,0.9923,1.0077,30 +ME,2095,238.781,0.9904,1.0086,30 +ME,2100,244.298,0.9885,1.0095,30 +ME,2105,249.62,0.9865,1.0109,30 +ME,2110,254.769,0.9843,1.0138,30 +ME,2115,259.764,0.982,1.0163,30 +ME,2120,264.664,0.9797,1.0188,30 +ME,2125,269.511,0.9773,1.021,30 +MI,2025,29.768,1.0,1.0,24 +MI,2030,46.911,1.0,1.0,24 +MI,2035,54.286,1.0,1.0,24 +MI,2040,60.569,1.0,1.0,24 +MI,2045,66.811,1.0,1.0,24 +MI,2050,72.586,1.0,1.0,24 +MI,2055,78.284,1.0,1.0,24 +MI,2060,84.104,1.0,1.0,24 +MI,2065,89.823,1.0,1.0,24 +MI,2070,95.147,1.0,1.0,24 +MI,2075,100.264,1.0,1.0,24 +MI,2080,105.273,1.0,1.0,24 +MI,2085,109.897,1.0,1.0,24 +MI,2090,114.249,1.0,1.0,24 +MI,2095,118.192,1.0,1.0,24 +MI,2100,121.804,1.0,1.0,24 +MI,2105,125.21,1.0,1.0,24 +MI,2110,128.599,1.0,1.0,24 +MI,2115,131.762,1.0,1.0,24 +MI,2120,134.617,1.0,1.0,24 +MI,2125,137.351,1.0,1.0,24 +MN,2025,32.552,1.0,1.0,30 +MN,2030,57.022,1.0,1.0,30 +MN,2035,68.069,1.0,1.0,30 +MN,2040,76.184,1.0,1.0,30 +MN,2045,84.244,1.0,1.0,30 +MN,2050,92.479,1.0,1.0,30 +MN,2055,100.187,1.0,1.0,30 +MN,2060,107.78,1.0,1.0,30 +MN,2065,114.413,1.0,1.0,30 +MN,2070,120.594,1.0,1.0,30 +MN,2075,125.907,1.0,1.0,30 +MN,2080,131.165,1.0,1.0,30 +MN,2085,135.751,1.0,1.0,30 +MN,2090,139.629,1.0,1.0,30 +MN,2095,143.181,1.0,1.0,30 +MN,2100,146.428,1.0,1.0,30 +MN,2105,149.414,1.0,1.0,30 +MN,2110,152.094,1.0,1.0,30 +MN,2115,154.868,1.0,1.0,30 +MN,2120,157.086,1.0,1.0,30 +MN,2125,159.358,1.0,1.0,30 +MO,2025,25.602,1.0,1.0,30 +MO,2030,42.293,1.0,1.0,30 +MO,2035,50.521,1.0,1.0,30 +MO,2040,57.46,1.0,1.0,30 +MO,2045,64.222,1.0,1.0,30 +MO,2050,71.08,1.0,1.0,30 +MO,2055,77.645,1.0,1.0,30 +MO,2060,84.135,1.0,1.0,30 +MO,2065,90.372,1.0,1.0,30 +MO,2070,96.538,1.0,1.0,30 +MO,2075,102.193,1.0,1.0,30 +MO,2080,107.443,1.0,1.0,30 +MO,2085,112.315,1.0,1.0,30 +MO,2090,116.636,1.0,1.0,30 +MO,2095,120.905,1.0,1.0,30 +MO,2100,124.732,1.0,1.0,30 +MO,2105,128.168,1.0,1.0,30 +MO,2110,131.286,1.0,1.0,30 +MO,2115,134.011,1.0,1.0,30 +MO,2120,136.562,1.0,1.0,30 +MO,2125,139.264,1.0,1.0,30 +MS,2025,25.659,1.0,1.0,30 +MS,2030,43.551,1.0,1.0,30 +MS,2035,56.929,1.0,1.0,30 +MS,2040,67.364,1.0,1.0,30 +MS,2045,77.059,1.0,1.0,30 +MS,2050,86.473,1.0,1.0,30 +MS,2055,95.289,1.0,1.0,30 +MS,2060,103.596,1.0,1.0,30 +MS,2065,111.57,1.0,1.0,30 +MS,2070,118.569,1.0,1.0,30 +MS,2075,125.166,1.0,1.0,30 +MS,2080,130.908,1.0,1.0,30 +MS,2085,136.066,1.0,1.0,30 +MS,2090,141.014,1.0,1.0,30 +MS,2095,145.474,1.0,1.0,30 +MS,2100,149.507,1.0,1.0,30 +MS,2105,153.077,1.0,1.0,30 +MS,2110,156.369,1.0,1.0,30 +MS,2115,159.448,1.0,1.0,30 +MS,2120,162.375,1.0,1.0,30 +MS,2125,165.021,1.0,1.0,30 +MT,2025,18.734,1.0,1.0,30 +MT,2030,20.472,0.9936,1.0042,30 +MT,2035,21.894,0.989,1.007,30 +MT,2040,23.282,0.9849,1.0093,30 +MT,2045,24.703,0.9816,1.0114,30 +MT,2050,25.951,0.9788,1.0131,30 +MT,2055,27.373,0.9759,1.015,30 +MT,2060,28.811,0.9732,1.0167,30 +MT,2065,30.271,0.9708,1.0183,30 +MT,2070,31.545,0.9689,1.0195,30 +MT,2075,33.026,0.967,1.0208,30 +MT,2080,34.509,0.9654,1.0218,30 +MT,2085,35.99,0.963,1.0231,30 +MT,2090,37.263,0.9619,1.0238,30 +MT,2095,38.683,0.9609,1.0248,30 +MT,2100,40.137,0.9602,1.0249,30 +MT,2105,41.574,0.9596,1.0254,30 +MT,2110,42.636,0.959,1.0258,30 +MT,2115,43.953,0.9586,1.026,30 +MT,2120,45.347,0.9585,1.0262,30 +MT,2125,46.722,0.9583,1.0265,30 +NC,2025,39.132,1.0,1.0,24 +NC,2030,59.194,1.0,1.0,24 +NC,2035,72.909,1.0,1.0,24 +NC,2040,84.013,1.0,1.0,24 +NC,2045,95.313,1.0,1.0,24 +NC,2050,106.143,1.0,1.0,24 +NC,2055,115.994,1.0,1.0,24 +NC,2060,125.488,1.0,1.0,24 +NC,2065,134.362,1.0,1.0,24 +NC,2070,142.591,1.0,1.0,24 +NC,2075,149.731,1.0,1.0,24 +NC,2080,156.037,1.0,1.0,24 +NC,2085,161.596,1.0,1.0,24 +NC,2090,166.588,1.0,1.0,24 +NC,2095,170.617,1.0,1.0,24 +NC,2100,174.39,1.0,1.0,24 +NC,2105,177.859,1.0,1.0,24 +NC,2110,180.913,1.0,1.0,24 +NC,2115,183.842,1.0,1.0,24 +NC,2120,186.576,1.0,1.0,24 +NC,2125,189.017,1.0,1.0,24 +NH,2025,39.749,1.0,1.0,30 +NH,2030,63.672,0.993,1.0099,30 +NH,2035,77.407,0.9897,1.0162,30 +NH,2040,89.698,0.9865,1.0184,30 +NH,2045,101.259,0.9834,1.0216,30 +NH,2050,112.189,0.9821,1.0215,30 +NH,2055,122.623,0.9794,1.022,30 +NH,2060,132.491,0.9776,1.0226,30 +NH,2065,141.538,0.9791,1.0198,30 +NH,2070,149.469,0.9814,1.0145,30 +NH,2075,156.257,0.9869,1.0091,30 +NH,2080,161.981,0.9886,1.0064,30 +NH,2085,166.925,0.9888,1.0058,30 +NH,2090,171.47,0.988,1.006,30 +NH,2095,175.809,0.9872,1.0061,30 +NH,2100,180.004,0.9865,1.0064,30 +NH,2105,184.064,0.9857,1.0072,30 +NH,2110,188.02,0.985,1.0079,30 +NH,2115,191.899,0.9843,1.0086,30 +NH,2120,195.672,0.9836,1.0094,30 +NH,2125,199.332,0.9829,1.0099,30 +NY,2025,24.742,1.0,1.0,24 +NY,2030,43.92,0.9944,1.0079,24 +NY,2035,54.003,0.9893,1.0132,24 +NY,2040,63.081,0.9883,1.0142,24 +NY,2045,71.439,0.986,1.0155,24 +NY,2050,79.014,0.9851,1.0161,24 +NY,2055,86.2,0.9851,1.0173,24 +NY,2060,92.906,0.985,1.0162,24 +NY,2065,99.039,0.9863,1.013,24 +NY,2070,104.485,0.9889,1.0091,24 +NY,2075,109.382,0.9917,1.0061,24 +NY,2080,113.671,0.9935,1.0041,24 +NY,2085,117.505,0.9946,1.0034,24 +NY,2090,121.025,0.9945,1.0036,24 +NY,2095,124.403,0.9945,1.0037,24 +NY,2100,127.659,0.9939,1.0038,24 +NY,2105,130.816,0.9938,1.004,24 +NY,2110,133.886,0.9934,1.0046,24 +NY,2115,136.835,0.9932,1.0051,24 +NY,2120,139.672,0.9929,1.0055,24 +NY,2125,142.387,0.9924,1.0059,24 +OH,2025,26.796,1.0,1.0,24 +OH,2030,46.468,0.9927,1.0102,24 +OH,2035,56.998,0.9887,1.0174,24 +OH,2040,66.361,0.9868,1.0215,24 +OH,2045,74.942,0.9847,1.0258,24 +OH,2050,83.086,0.9815,1.0278,24 +OH,2055,90.584,0.9825,1.0226,24 +OH,2060,96.99,0.9828,1.0197,24 +OH,2065,102.673,0.9846,1.0166,24 +OH,2070,107.666,0.9862,1.015,24 +OH,2075,112.172,0.987,1.0132,24 +OH,2080,116.326,0.9889,1.0119,24 +OH,2085,120.107,0.9907,1.0104,24 +OH,2090,123.61,0.9917,1.0095,24 +OH,2095,126.848,0.9916,1.0101,24 +OH,2100,129.89,0.9916,1.0105,24 +OH,2105,132.772,0.9914,1.0109,24 +OH,2110,135.507,0.9909,1.0113,24 +OH,2115,138.112,0.9905,1.0117,24 +OH,2120,140.604,0.9901,1.0122,24 +OH,2125,142.999,0.9896,1.0127,24 +OR,2025,11.897,1.0,1.0,30 +OR,2030,25.262,0.9824,1.015,30 +OR,2035,31.48,0.9705,1.0221,30 +OR,2040,37.486,0.9643,1.0257,30 +OR,2045,43.739,0.961,1.0283,30 +OR,2050,49.882,0.9578,1.0332,30 +OR,2055,55.961,0.959,1.0334,30 +OR,2060,61.833,0.9612,1.0342,30 +OR,2065,67.393,0.9629,1.0326,30 +OR,2070,72.559,0.9659,1.0289,30 +OR,2075,77.366,0.9704,1.023,30 +OR,2080,81.544,0.9741,1.0197,30 +OR,2085,85.194,0.9764,1.0189,30 +OR,2090,88.506,0.9784,1.0183,30 +OR,2095,91.529,0.9803,1.0181,30 +OR,2100,94.345,0.9807,1.0174,30 +OR,2105,96.964,0.9814,1.0174,30 +OR,2110,99.436,0.9812,1.0174,30 +OR,2115,101.692,0.9823,1.0171,30 +OR,2120,103.775,0.9824,1.0164,30 +OR,2125,105.659,0.982,1.0157,30 +PA,2025,21.511,1.0,1.0,24 +PA,2030,37.809,0.9949,1.0067,24 +PA,2035,45.46,0.9926,1.0107,24 +PA,2040,52.309,0.99,1.0152,24 +PA,2045,58.685,0.9888,1.0165,24 +PA,2050,64.439,0.9878,1.0164,24 +PA,2055,69.96,0.987,1.0157,24 +PA,2060,75.128,0.9886,1.0133,24 +PA,2065,79.827,0.9891,1.0092,24 +PA,2070,83.785,0.9916,1.0063,24 +PA,2075,87.254,0.9941,1.0047,24 +PA,2080,90.409,0.9947,1.0045,24 +PA,2085,93.362,0.9943,1.0054,24 +PA,2090,96.218,0.9932,1.0065,24 +PA,2095,98.948,0.9931,1.007,24 +PA,2100,101.572,0.9922,1.0078,24 +PA,2105,104.049,0.9914,1.0088,24 +PA,2110,106.424,0.9904,1.0096,24 +PA,2115,108.71,0.9898,1.0102,24 +PA,2120,110.907,0.989,1.0109,24 +PA,2125,113.017,0.9883,1.0113,24 +SC,2025,36.037,1.0,1.0,30 +SC,2030,55.267,1.0,1.0,30 +SC,2035,70.483,1.0,1.0,30 +SC,2040,81.887,1.0,1.0,30 +SC,2045,92.877,1.0,1.0,30 +SC,2050,103.655,1.0,1.0,30 +SC,2055,113.117,1.0,1.0,30 +SC,2060,122.229,1.0,1.0,30 +SC,2065,130.54,1.0,1.0,30 +SC,2070,138.098,1.0,1.0,30 +SC,2075,145.255,1.0,1.0,30 +SC,2080,151.402,1.0,1.0,30 +SC,2085,156.983,1.0,1.0,30 +SC,2090,161.719,1.0,1.0,30 +SC,2095,166.079,1.0,1.0,30 +SC,2100,169.875,1.0,1.0,30 +SC,2105,172.865,1.0,1.0,30 +SC,2110,175.382,1.0,1.0,30 +SC,2115,177.74,1.0,1.0,30 +SC,2120,180.024,1.0,1.0,30 +SC,2125,182.166,1.0,1.0,30 +TN,2025,33.543,1.0,1.0,24 +TN,2030,51.483,1.0,1.0,24 +TN,2035,62.848,1.0,1.0,24 +TN,2040,72.681,1.0,1.0,24 +TN,2045,83.119,1.0,1.0,24 +TN,2050,93.523,1.0,1.0,24 +TN,2055,103.689,1.0,1.0,24 +TN,2060,113.189,1.0,1.0,24 +TN,2065,121.661,1.0,1.0,24 +TN,2070,130.232,1.0,1.0,24 +TN,2075,137.759,1.0,1.0,24 +TN,2080,144.615,1.0,1.0,24 +TN,2085,151.013,1.0,1.0,24 +TN,2090,156.61,1.0,1.0,24 +TN,2095,161.547,1.0,1.0,24 +TN,2100,166.06,1.0,1.0,24 +TN,2105,170.097,1.0,1.0,24 +TN,2110,173.7,1.0,1.0,24 +TN,2115,177.168,1.0,1.0,24 +TN,2120,180.253,1.0,1.0,24 +TN,2125,183.315,1.0,1.0,24 +TX,2025,24.543,1.0,1.0,30 +TX,2030,43.287,1.0,1.0,30 +TX,2035,56.732,1.0,1.0,30 +TX,2040,67.934,1.0,1.0,30 +TX,2045,78.956,1.0,1.0,30 +TX,2050,89.43,1.0,1.0,30 +TX,2055,99.295,1.0,1.0,30 +TX,2060,108.387,1.0,1.0,30 +TX,2065,116.854,1.0,1.0,30 +TX,2070,124.057,1.0,1.0,30 +TX,2075,130.274,1.0,1.0,30 +TX,2080,135.556,1.0,1.0,30 +TX,2085,140.406,1.0,1.0,30 +TX,2090,144.638,1.0,1.0,30 +TX,2095,148.119,1.0,1.0,30 +TX,2100,151.186,1.0,1.0,30 +TX,2105,153.751,1.0,1.0,30 +TX,2110,155.851,1.0,1.0,30 +TX,2115,157.455,1.0,1.0,30 +TX,2120,159.092,1.0,1.0,30 +TX,2125,160.536,1.0,1.0,30 +VA,2025,30.401,1.0,1.0,24 +VA,2030,49.349,1.0,1.0,24 +VA,2035,62.031,1.0,1.0,24 +VA,2040,72.267,1.0,1.0,24 +VA,2045,82.636,1.0,1.0,24 +VA,2050,92.553,1.0,1.0,24 +VA,2055,101.545,1.0,1.0,24 +VA,2060,110.105,1.0,1.0,24 +VA,2065,117.938,1.0,1.0,24 +VA,2070,125.443,1.0,1.0,24 +VA,2075,132.323,1.0,1.0,24 +VA,2080,138.641,1.0,1.0,24 +VA,2085,144.402,1.0,1.0,24 +VA,2090,149.691,1.0,1.0,24 +VA,2095,154.546,1.0,1.0,24 +VA,2100,159.131,1.0,1.0,24 +VA,2105,163.154,1.0,1.0,24 +VA,2110,167.277,1.0,1.0,24 +VA,2115,170.926,1.0,1.0,24 +VA,2120,174.168,1.0,1.0,24 +VA,2125,177.025,1.0,1.0,24 +VT,2025,31.537,1.0,1.0,30 +VT,2030,50.782,0.9936,1.0072,30 +VT,2035,62.008,0.9905,1.011,30 +VT,2040,71.681,0.9869,1.0154,30 +VT,2045,81.13,0.9853,1.0167,30 +VT,2050,89.933,0.9825,1.0185,30 +VT,2055,98.455,0.9815,1.0203,30 +VT,2060,106.569,0.9797,1.0214,30 +VT,2065,114.18,0.9797,1.0185,30 +VT,2070,121.185,0.9817,1.0137,30 +VT,2075,127.395,0.9841,1.01,30 +VT,2080,132.75,0.9852,1.0087,30 +VT,2085,137.349,0.9844,1.0088,30 +VT,2090,141.494,0.9839,1.008,30 +VT,2095,145.388,0.9834,1.0075,30 +VT,2100,149.112,0.983,1.0074,30 +VT,2105,152.696,0.9826,1.0077,30 +VT,2110,156.097,0.9822,1.0076,30 +VT,2115,159.342,0.9818,1.0076,30 +VT,2120,162.435,0.9814,1.0077,30 +VT,2125,165.408,0.981,1.0078,30 +WA,2025,12.552,1.0,1.0,30 +WA,2030,23.413,0.985,1.016,30 +WA,2035,27.586,0.9721,1.0203,30 +WA,2040,31.562,0.9704,1.0278,30 +WA,2045,35.89,0.9609,1.0316,30 +WA,2050,40.302,0.9586,1.0347,30 +WA,2055,44.575,0.9567,1.0346,30 +WA,2060,48.7,0.9552,1.035,30 +WA,2065,52.673,0.9544,1.0348,30 +WA,2070,56.515,0.9545,1.0379,30 +WA,2075,60.183,0.953,1.0349,30 +WA,2080,63.631,0.9545,1.0344,30 +WA,2085,66.801,0.9577,1.0293,30 +WA,2090,69.611,0.9621,1.0269,30 +WA,2095,72.065,0.9667,1.0252,30 +WA,2100,74.071,0.9713,1.0232,30 +WA,2105,75.681,0.9741,1.0207,30 +WA,2110,76.934,0.9773,1.0186,30 +WA,2115,77.991,0.9802,1.0184,30 +WA,2120,78.87,0.9808,1.019,30 +WA,2125,79.604,0.9789,1.0213,30 +WI,2025,28.229,1.0,1.0,24 +WI,2030,43.578,1.0,1.0,24 +WI,2035,50.39,1.0,1.0,24 +WI,2040,55.733,1.0,1.0,24 +WI,2045,61.054,1.0,1.0,24 +WI,2050,66.453,1.0,1.0,24 +WI,2055,71.555,1.0,1.0,24 +WI,2060,76.09,1.0,1.0,24 +WI,2065,80.709,1.0,1.0,24 +WI,2070,85.201,1.0,1.0,24 +WI,2075,89.39,1.0,1.0,24 +WI,2080,93.186,1.0,1.0,24 +WI,2085,96.747,1.0,1.0,24 +WI,2090,99.898,1.0,1.0,24 +WI,2095,102.934,1.0,1.0,24 +WI,2100,105.72,1.0,1.0,24 +WI,2105,107.977,1.0,1.0,24 +WI,2110,110.327,1.0,1.0,24 +WI,2115,112.385,1.0,1.0,24 +WI,2120,114.301,1.0,1.0,24 +WI,2125,116.094,1.0,1.0,24 +WV,2025,20.457,1.0,1.0,30 +WV,2030,40.678,0.9938,1.008,30 +WV,2035,50.175,0.9888,1.0146,30 +WV,2040,58.566,0.9839,1.0177,30 +WV,2045,66.063,0.9827,1.019,30 +WV,2050,72.753,0.9832,1.0194,30 +WV,2055,79.008,0.9828,1.0184,30 +WV,2060,84.651,0.9832,1.0154,30 +WV,2065,89.663,0.9839,1.0126,30 +WV,2070,94.119,0.9856,1.0116,30 +WV,2075,98.166,0.9867,1.0108,30 +WV,2080,101.864,0.9864,1.0101,30 +WV,2085,105.238,0.9866,1.009,30 +WV,2090,108.368,0.9867,1.0089,30 +WV,2095,111.343,0.9857,1.0094,30 +WV,2100,114.209,0.9843,1.0092,30 +WV,2105,116.876,0.9839,1.0097,30 +WV,2110,119.382,0.9831,1.01,30 +WV,2115,121.789,0.9823,1.0104,30 +WV,2120,124.101,0.9813,1.0109,30 +WV,2125,126.319,0.9804,1.0113,30 diff --git a/calibration/output/strata_trends_default.csv b/calibration/output/strata_trends_default.csv new file mode 100644 index 00000000..c28e4832 --- /dev/null +++ b/calibration/output/strata_trends_default.csv @@ -0,0 +1,1401 @@ +scale,key,engine,scenario,year,total_TgC,total_lo,total_hi,mean_MgC_ha,n_plots +owner,Industrial,default,reserve (no harvest),2030,1165.206,1110.601,1222.95,50.5,5886 +owner,Industrial,default,reserve (no harvest),2055,2480.901,2359.947,2594.607,107.28,5886 +owner,Industrial,default,reserve (no harvest),2080,3419.257,3263.708,3608.508,148.47,5886 +owner,Industrial,default,reserve (no harvest),2105,4013.618,3818.359,4231.125,175.13,5886 +owner,Industrial,default,reserve (no harvest),2125,4314.801,4091.242,4537.161,188.45,5886 +owner,Industrial,default,managed (harvest),2030,1165.206,1105.689,1230.684,50.5,5886 +owner,Industrial,default,managed (harvest),2055,1820.977,1718.435,1919.072,79.23,5886 +owner,Industrial,default,managed (harvest),2080,1719.738,1641.121,1808.93,76.33,5886 +owner,Industrial,default,managed (harvest),2105,1354.59,1286.591,1425.394,61.47,5886 +owner,Industrial,default,managed (harvest),2125,1067.741,1013.489,1127.972,48.81,5886 +owner,NIPF,default,reserve (no harvest),2030,4595.114,4476.056,4721.399,49.23,22022 +owner,NIPF,default,reserve (no harvest),2055,9889.628,9653.256,10174.279,105.82,22022 +owner,NIPF,default,reserve (no harvest),2080,13689.967,13304.673,14044.049,147.79,22022 +owner,NIPF,default,reserve (no harvest),2105,16115.781,15618.136,16556.204,175.69,22022 +owner,NIPF,default,reserve (no harvest),2125,17346.854,16866.98,17810.831,189.87,22022 +owner,NIPF,default,managed (harvest),2030,4595.114,4456.586,4739.637,49.23,22022 +owner,NIPF,default,managed (harvest),2055,7342.122,7160.581,7556.556,79.15,22022 +owner,NIPF,default,managed (harvest),2080,7062.262,6882.272,7258.727,78.35,22022 +owner,NIPF,default,managed (harvest),2105,5637.886,5475.358,5801.96,64.58,22022 +owner,NIPF,default,managed (harvest),2125,4463.454,4353.893,4590.309,51.82,22022 +owner,Public-Other,default,reserve (no harvest),2030,1762.827,1693.186,1834.246,32.16,18766 +owner,Public-Other,default,reserve (no harvest),2055,4112.777,3960.967,4276.266,72.72,18766 +owner,Public-Other,default,reserve (no harvest),2080,6130.932,5883.263,6398.76,107.68,18766 +owner,Public-Other,default,reserve (no harvest),2105,7625.043,7346.379,7892.876,133.77,18766 +owner,Public-Other,default,reserve (no harvest),2125,8480.341,8123.215,8807.493,148.58,18766 +owner,Public-Other,default,managed (harvest),2030,1762.827,1691.134,1847.48,32.16,18766 +owner,Public-Other,default,managed (harvest),2055,2955.19,2847.145,3073.019,51.3,18766 +owner,Public-Other,default,managed (harvest),2080,3024.669,2902.707,3122.245,52.4,18766 +owner,Public-Other,default,managed (harvest),2105,2552.123,2432.789,2668.851,44.54,18766 +owner,Public-Other,default,managed (harvest),2125,2112.002,2027.387,2207.466,36.87,18766 +owner,State,default,reserve (no harvest),2030,618.761,579.803,662.752,50.96,3778 +owner,State,default,reserve (no harvest),2055,1329.723,1241.567,1411.296,107.45,3778 +owner,State,default,reserve (no harvest),2080,1854.19,1753.276,1974.991,150.14,3778 +owner,State,default,reserve (no harvest),2105,2202.98,2046.105,2363.016,179.86,3778 +owner,State,default,reserve (no harvest),2125,2384.516,2228.511,2548.561,195.27,3778 +owner,State,default,managed (harvest),2030,618.761,565.855,657.032,50.96,3778 +owner,State,default,managed (harvest),2055,1023.024,961.145,1086.488,83.44,3778 +owner,State,default,managed (harvest),2080,1026.683,974.804,1103.923,86.26,3778 +owner,State,default,managed (harvest),2105,867.968,817.099,920.268,75.69,3778 +owner,State,default,managed (harvest),2125,716.652,673.522,764.737,63.46,3778 +owner,Unknown,default,reserve (no harvest),2030,1141.974,1060.284,1224.681,49.87,4824 +owner,Unknown,default,reserve (no harvest),2055,2407.938,2246.71,2598.897,109.38,4824 +owner,Unknown,default,reserve (no harvest),2080,3373.013,3167.175,3649.315,156.19,4824 +owner,Unknown,default,reserve (no harvest),2105,4028.151,3732.916,4339.774,188.46,4824 +owner,Unknown,default,reserve (no harvest),2125,4384.149,4123.929,4718.084,206.11,4824 +owner,Unknown,default,managed (harvest),2030,1141.974,1049.635,1227.735,49.87,4824 +owner,Unknown,default,managed (harvest),2055,1722.219,1619.354,1840.28,78.77,4824 +owner,Unknown,default,managed (harvest),2080,1638.519,1538.261,1746.903,77.63,4824 +owner,Unknown,default,managed (harvest),2105,1302.24,1214.239,1396.072,62.96,4824 +owner,Unknown,default,managed (harvest),2125,1033.912,966.082,1109.033,50.42,4824 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2030,300.338,273.356,332.634,91.32,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2055,575.337,523.649,632.812,172.51,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2080,770.263,702.912,835.217,230.42,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2105,897.448,799.231,985.404,269.01,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2125,955.825,868.682,1052.574,287.1,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2030,300.338,271.778,329.774,91.32,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2055,407.023,372.582,443.183,121.34,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2080,373.847,341.377,408.649,111.24,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2105,291.523,267.498,317.538,87.5,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2125,219.297,202.42,242.624,66.36,1017 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2030,0.023,0.023,0.023,39.6,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2055,0.044,0.044,0.044,106.95,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2080,0.063,0.063,0.063,151.36,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2105,0.076,0.076,0.076,175.87,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2125,0.084,0.084,0.084,188.56,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2030,0.023,0.023,0.023,39.6,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2055,0.036,0.036,0.036,91.79,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2080,0.041,0.041,0.041,101.05,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2105,0.038,0.038,0.038,86.86,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2125,0.034,0.034,0.034,72.94,2 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2030,26.552,20.166,33.856,5.99,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2055,69.436,56.139,87.707,15.18,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2080,113.739,86.399,149.845,24.2,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2105,154.123,111.271,211.99,31.42,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2125,178.899,124.213,249.203,35.12,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2030,26.552,19.504,33.615,5.99,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2055,56.405,44.591,73.546,12.24,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2080,73.041,51.248,95.749,15.26,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2105,77.617,53.368,111.732,15.0,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2125,71.942,42.438,117.637,12.82,1276 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2030,0.969,0.248,2.223,0.63,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2055,2.481,0.705,5.29,1.57,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2080,4.03,1.176,8.361,2.66,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2105,5.458,1.757,11.29,3.67,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2125,6.405,1.893,12.579,4.23,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2030,0.969,0.217,2.027,0.63,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2055,2.007,0.502,4.202,1.26,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2080,2.573,0.687,5.648,1.74,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2105,2.739,0.891,6.038,1.9,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2125,2.61,0.762,5.635,1.72,538 +ecoregion,Arkansas Valley,default,reserve (no harvest),2030,51.581,43.452,64.962,47.36,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2055,121.303,98.73,151.54,110.03,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2080,167.044,134.413,199.275,152.51,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2105,194.252,157.178,228.332,177.29,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2125,206.896,166.368,252.365,188.67,231 +ecoregion,Arkansas Valley,default,managed (harvest),2030,51.581,40.112,61.737,47.36,231 +ecoregion,Arkansas Valley,default,managed (harvest),2055,94.888,77.285,111.978,85.63,231 +ecoregion,Arkansas Valley,default,managed (harvest),2080,92.027,73.253,109.409,84.11,231 +ecoregion,Arkansas Valley,default,managed (harvest),2105,72.229,57.866,84.436,65.77,231 +ecoregion,Arkansas Valley,default,managed (harvest),2125,55.485,46.754,66.574,50.45,231 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2030,0.92,0.244,1.834,39.43,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2055,2.591,0.652,5.338,78.17,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2080,3.611,0.681,7.629,107.71,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2105,4.615,1.426,9.361,137.81,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2125,5.398,1.012,10.582,158.53,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2030,0.92,0.207,1.889,39.43,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2055,1.984,0.368,3.78,51.52,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2080,1.701,0.423,3.357,47.44,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2105,1.592,0.364,3.41,46.45,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2125,1.54,0.344,3.15,42.35,12 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2030,22.539,14.365,32.913,39.73,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2055,56.387,39.59,77.904,104.35,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2080,77.719,58.273,102.707,150.36,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2105,91.442,72.348,120.855,175.68,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2125,99.041,74.342,131.688,188.41,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2030,22.539,14.474,33.341,39.73,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2055,44.713,33.952,59.908,83.91,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2080,42.918,33.926,53.304,86.72,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2105,34.467,26.46,43.686,67.46,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2125,27.819,19.241,37.143,52.43,100 +ecoregion,Blue Mountains,default,reserve (no harvest),2030,45.282,38.72,53.148,26.2,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2055,142.626,123.003,161.31,70.2,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2080,218.128,191.209,248.495,108.06,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2105,266.253,232.236,305.871,133.19,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2125,288.462,256.74,324.772,144.83,894 +ecoregion,Blue Mountains,default,managed (harvest),2030,45.282,38.04,53.82,26.2,894 +ecoregion,Blue Mountains,default,managed (harvest),2055,103.876,91.247,119.906,47.83,894 +ecoregion,Blue Mountains,default,managed (harvest),2080,90.453,81.067,102.735,44.88,894 +ecoregion,Blue Mountains,default,managed (harvest),2105,61.134,53.533,70.127,31.74,894 +ecoregion,Blue Mountains,default,managed (harvest),2125,41.405,36.696,46.507,21.71,894 +ecoregion,Blue Ridge,default,reserve (no harvest),2030,138.271,112.821,177.096,42.1,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2055,270.506,227.102,330.963,95.45,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2080,371.533,308.231,433.322,137.28,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2105,440.94,375.898,524.278,166.02,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2125,480.41,404.913,577.671,181.49,752 +ecoregion,Blue Ridge,default,managed (harvest),2030,138.271,109.733,172.384,42.1,752 +ecoregion,Blue Ridge,default,managed (harvest),2055,197.71,165.4,232.701,72.99,752 +ecoregion,Blue Ridge,default,managed (harvest),2080,194.898,170.925,226.362,76.02,752 +ecoregion,Blue Ridge,default,managed (harvest),2105,162.747,134.807,189.077,64.6,752 +ecoregion,Blue Ridge,default,managed (harvest),2125,134.817,113.967,159.296,52.94,752 +ecoregion,Boston Mountains,default,reserve (no harvest),2030,43.486,35.565,50.729,47.47,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2055,98.068,81.127,112.629,106.38,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2080,136.824,116.35,159.701,147.05,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2105,160.266,140.135,182.549,172.38,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2125,171.289,147.315,197.226,184.49,256 +ecoregion,Boston Mountains,default,managed (harvest),2030,43.486,36.137,51.693,47.47,256 +ecoregion,Boston Mountains,default,managed (harvest),2055,76.358,63.756,87.063,82.82,256 +ecoregion,Boston Mountains,default,managed (harvest),2080,76.902,64.74,88.098,82.35,256 +ecoregion,Boston Mountains,default,managed (harvest),2105,61.809,53.083,72.133,66.74,256 +ecoregion,Boston Mountains,default,managed (harvest),2125,48.07,41.994,55.588,52.33,256 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2030,10.741,7.642,14.194,46.95,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2055,41.445,29.915,59.187,133.26,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2080,74.908,52.866,102.787,228.84,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2105,105.476,72.947,144.924,312.73,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2125,127.232,90.297,171.118,371.04,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2030,10.741,7.795,14.386,46.95,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2055,30.778,21.672,47.075,86.63,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2080,33.688,22.979,45.954,96.23,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2105,30.804,20.127,45.093,84.58,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2125,28.095,17.704,40.593,75.73,111 +ecoregion,Canadian Rockies,default,reserve (no harvest),2030,23.586,19.111,27.39,33.72,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2055,55.505,45.965,65.119,60.08,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2080,80.795,68.68,96.094,81.6,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2105,101.627,85.991,118.459,100.22,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2125,115.218,95.338,135.581,113.0,369 +ecoregion,Canadian Rockies,default,managed (harvest),2030,23.586,19.499,28.319,33.72,369 +ecoregion,Canadian Rockies,default,managed (harvest),2055,36.581,31.162,43.157,33.23,369 +ecoregion,Canadian Rockies,default,managed (harvest),2080,32.489,26.47,38.501,28.24,369 +ecoregion,Canadian Rockies,default,managed (harvest),2105,27.219,22.888,32.868,24.21,369 +ecoregion,Canadian Rockies,default,managed (harvest),2125,23.34,19.304,27.994,21.47,369 +ecoregion,Cascades,default,reserve (no harvest),2030,81.29,64.847,96.862,30.36,821 +ecoregion,Cascades,default,reserve (no harvest),2055,295.028,234.368,371.49,91.8,821 +ecoregion,Cascades,default,reserve (no harvest),2080,525.035,437.44,675.814,157.93,821 +ecoregion,Cascades,default,reserve (no harvest),2105,718.662,573.832,874.254,214.67,821 +ecoregion,Cascades,default,reserve (no harvest),2125,839.118,624.082,1048.855,251.84,821 +ecoregion,Cascades,default,managed (harvest),2030,81.29,64.891,100.74,30.36,821 +ecoregion,Cascades,default,managed (harvest),2055,228.692,178.208,283.945,66.78,821 +ecoregion,Cascades,default,managed (harvest),2080,272.605,210.53,341.879,77.96,821 +ecoregion,Cascades,default,managed (harvest),2105,245.95,185.959,311.768,70.8,821 +ecoregion,Cascades,default,managed (harvest),2125,208.254,159.625,262.144,61.65,821 +ecoregion,Central Appalachians,default,reserve (no harvest),2030,152.575,131.951,174.843,43.17,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2055,324.849,284.141,377.377,102.02,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2080,456.512,405.282,510.221,147.51,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2105,547.776,478.58,620.584,179.59,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2125,593.519,526.467,661.461,195.79,829 +ecoregion,Central Appalachians,default,managed (harvest),2030,152.575,129.302,178.045,43.17,829 +ecoregion,Central Appalachians,default,managed (harvest),2055,236.866,210.968,269.404,76.91,829 +ecoregion,Central Appalachians,default,managed (harvest),2080,232.396,206.759,260.176,77.78,829 +ecoregion,Central Appalachians,default,managed (harvest),2105,190.899,172.718,213.522,64.96,829 +ecoregion,Central Appalachians,default,managed (harvest),2125,149.779,133.011,174.068,51.22,829 +ecoregion,Central Basin and Range,default,reserve (no harvest),2030,1.312,0.706,1.871,1.18,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2055,4.28,2.263,6.746,2.95,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2080,6.922,3.271,11.045,4.55,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2105,9.633,5.291,15.229,6.02,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2125,11.72,6.479,19.616,7.07,894 +ecoregion,Central Basin and Range,default,managed (harvest),2030,1.312,0.732,1.941,1.18,894 +ecoregion,Central Basin and Range,default,managed (harvest),2055,3.625,1.78,5.91,2.22,894 +ecoregion,Central Basin and Range,default,managed (harvest),2080,4.541,2.375,7.325,2.52,894 +ecoregion,Central Basin and Range,default,managed (harvest),2105,5.127,2.579,8.304,2.6,894 +ecoregion,Central Basin and Range,default,managed (harvest),2125,5.309,2.549,8.579,2.55,894 +ecoregion,Central California Valley,default,reserve (no harvest),2030,0.045,0.045,0.045,30.78,2 +ecoregion,Central California Valley,default,reserve (no harvest),2055,0.105,0.105,0.105,69.3,2 +ecoregion,Central California Valley,default,reserve (no harvest),2080,0.177,0.177,0.177,115.81,2 +ecoregion,Central California Valley,default,reserve (no harvest),2105,0.248,0.248,0.248,166.14,2 +ecoregion,Central California Valley,default,reserve (no harvest),2125,0.311,0.311,0.311,211.32,2 +ecoregion,Central California Valley,default,managed (harvest),2030,0.045,0.045,0.045,30.78,2 +ecoregion,Central California Valley,default,managed (harvest),2055,0.06,0.06,0.06,38.73,2 +ecoregion,Central California Valley,default,managed (harvest),2080,0.073,0.073,0.073,46.77,2 +ecoregion,Central California Valley,default,managed (harvest),2105,0.071,0.071,0.071,50.66,2 +ecoregion,Central California Valley,default,managed (harvest),2125,0.077,0.077,0.077,55.59,2 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2030,12.548,7.084,20.035,51.1,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2055,27.545,16.126,42.405,112.0,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2080,39.066,23.766,59.565,152.0,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2105,45.324,24.158,70.571,177.6,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2125,47.468,27.634,71.097,188.68,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2030,12.548,7.091,19.073,51.1,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2055,19.34,11.897,30.34,80.07,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2080,18.325,9.595,28.865,70.6,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2105,12.911,7.126,21.257,53.4,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2125,8.597,4.95,13.747,38.89,42 +ecoregion,Central Great Plains,default,reserve (no harvest),2030,12.352,7.269,18.889,26.12,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2055,35.879,21.092,53.699,78.44,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2080,57.065,35.52,82.676,140.47,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2105,73.259,46.666,101.516,194.0,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2125,83.842,54.428,126.627,221.68,184 +ecoregion,Central Great Plains,default,managed (harvest),2030,12.352,7.267,17.499,26.12,184 +ecoregion,Central Great Plains,default,managed (harvest),2055,26.394,16.564,40.358,59.6,184 +ecoregion,Central Great Plains,default,managed (harvest),2080,28.542,17.511,41.55,78.51,184 +ecoregion,Central Great Plains,default,managed (harvest),2105,25.136,13.529,36.496,74.94,184 +ecoregion,Central Great Plains,default,managed (harvest),2125,21.848,12.343,34.704,58.84,184 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2030,64.172,51.664,78.936,41.07,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2055,147.173,119.999,172.551,95.24,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2080,202.903,170.169,242.111,132.46,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2105,237.038,199.935,275.908,155.65,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2125,254.015,204.587,303.202,166.07,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2030,64.172,50.847,76.324,41.07,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2055,109.248,92.741,130.923,71.38,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2080,103.435,85.785,123.807,67.85,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2105,80.214,66.673,93.775,53.01,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2125,61.783,50.666,74.498,40.0,195 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2030,0.752,0.289,1.356,8.12,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2055,3.166,1.274,5.646,30.29,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2080,6.554,2.954,10.998,61.38,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2105,9.804,4.438,18.287,93.29,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2125,11.282,5.255,18.06,110.42,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2030,0.752,0.313,1.344,8.12,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2055,2.596,1.138,4.45,24.13,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2080,4.017,1.961,7.496,37.01,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2105,4.219,1.798,6.95,40.88,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2125,3.136,1.822,5.392,33.18,75 +ecoregion,Coast Range,default,reserve (no harvest),2030,70.557,55.695,84.985,55.04,371 +ecoregion,Coast Range,default,reserve (no harvest),2055,257.796,206.942,320.809,182.25,371 +ecoregion,Coast Range,default,reserve (no harvest),2080,430.387,355.863,516.037,294.29,371 +ecoregion,Coast Range,default,reserve (no harvest),2105,549.309,455.12,671.132,369.5,371 +ecoregion,Coast Range,default,reserve (no harvest),2125,620.258,508.95,740.905,413.82,371 +ecoregion,Coast Range,default,managed (harvest),2030,70.557,54.483,85.533,55.04,371 +ecoregion,Coast Range,default,managed (harvest),2055,193.533,151.723,234.054,131.88,371 +ecoregion,Coast Range,default,managed (harvest),2080,191.656,151.783,223.864,125.83,371 +ecoregion,Coast Range,default,managed (harvest),2105,142.51,118.169,176.681,91.13,371 +ecoregion,Coast Range,default,managed (harvest),2125,115.419,91.046,138.965,72.77,371 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2030,3.831,2.48,5.227,1.52,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2055,11.68,7.265,17.357,4.05,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2080,19.982,12.112,30.152,6.71,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2105,26.9,16.898,39.208,8.96,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2125,31.329,18.329,44.559,10.46,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2030,3.831,2.549,5.65,1.52,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2055,9.295,5.546,13.228,3.17,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2080,11.78,6.729,17.798,3.94,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2105,11.345,7.469,18.242,3.81,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2125,10.147,6.457,14.46,3.48,820 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2030,169.294,154.851,185.005,32.3,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2055,487.675,457.527,523.784,77.89,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2080,736.256,685.023,787.291,115.49,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2105,934.304,868.278,999.764,146.65,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2125,1060.414,958.656,1141.223,166.44,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2030,169.294,156.493,188.966,32.3,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2055,345.603,316.139,376.934,51.16,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2080,303.022,278.253,331.839,45.94,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2105,246.231,226.877,264.412,38.71,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2125,206.678,189.799,226.008,32.59,1629 +ecoregion,Columbia Plateau,default,reserve (no harvest),2030,9.188,5.697,13.856,26.63,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2055,22.965,12.282,34.483,57.29,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2080,33.708,20.715,49.802,89.47,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2105,44.07,29.533,61.031,120.86,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2125,50.325,34.536,70.429,138.58,50 +ecoregion,Columbia Plateau,default,managed (harvest),2030,9.188,5.203,14.001,26.63,50 +ecoregion,Columbia Plateau,default,managed (harvest),2055,15.767,8.328,24.335,36.03,50 +ecoregion,Columbia Plateau,default,managed (harvest),2080,14.191,9.461,20.762,39.42,50 +ecoregion,Columbia Plateau,default,managed (harvest),2105,13.308,10.333,18.106,39.02,50 +ecoregion,Columbia Plateau,default,managed (harvest),2125,11.048,7.736,14.768,31.49,50 +ecoregion,Cross Timbers,default,reserve (no harvest),2030,43.001,31.316,52.199,41.8,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2055,133.363,99.606,167.428,105.13,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2080,202.592,150.499,261.275,157.76,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2105,243.218,187.844,313.914,192.76,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2125,260.423,195.425,325.773,209.27,388 +ecoregion,Cross Timbers,default,managed (harvest),2030,43.001,32.13,52.657,41.8,388 +ecoregion,Cross Timbers,default,managed (harvest),2055,106.277,81.322,131.929,76.95,388 +ecoregion,Cross Timbers,default,managed (harvest),2080,109.069,80.403,139.897,77.64,388 +ecoregion,Cross Timbers,default,managed (harvest),2105,81.196,62.532,100.745,60.0,388 +ecoregion,Cross Timbers,default,managed (harvest),2125,57.561,43.943,73.235,43.92,388 +ecoregion,Driftless Area,default,reserve (no harvest),2030,64.62,57.208,73.657,48.23,393 +ecoregion,Driftless Area,default,reserve (no harvest),2055,142.359,127.993,155.333,104.98,393 +ecoregion,Driftless Area,default,reserve (no harvest),2080,197.021,177.79,220.283,145.38,393 +ecoregion,Driftless Area,default,reserve (no harvest),2105,230.981,207.054,258.982,170.89,393 +ecoregion,Driftless Area,default,reserve (no harvest),2125,249.12,221.123,274.107,184.62,393 +ecoregion,Driftless Area,default,managed (harvest),2030,64.62,56.558,73.973,48.23,393 +ecoregion,Driftless Area,default,managed (harvest),2055,118.565,103.899,132.972,87.14,393 +ecoregion,Driftless Area,default,managed (harvest),2080,129.466,112.841,148.095,95.32,393 +ecoregion,Driftless Area,default,managed (harvest),2105,115.773,102.201,130.16,85.67,393 +ecoregion,Driftless Area,default,managed (harvest),2125,99.903,87.552,111.869,74.18,393 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2030,35.671,29.555,43.872,41.19,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2055,108.937,85.701,134.208,101.53,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2080,160.261,126.729,196.366,140.28,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2105,187.094,147.923,236.811,157.86,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2125,196.493,151.468,246.477,163.72,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2030,35.671,28.765,43.297,41.19,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2055,81.867,63.92,97.765,70.27,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2080,71.064,54.677,90.088,55.7,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2105,44.202,30.493,60.584,31.18,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2125,27.457,19.392,39.432,18.92,205 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2030,40.535,34.721,47.213,30.52,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2055,112.545,99.232,130.686,74.17,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2080,170.98,144.011,196.51,112.02,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2105,207.402,175.482,237.952,137.31,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2125,226.006,195.758,263.284,150.16,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2030,40.535,34.814,47.29,30.52,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2055,77.386,66.22,91.101,47.89,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2080,67.922,59.351,78.159,44.29,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2105,45.11,39.228,51.852,31.31,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2125,32.182,27.511,38.416,22.57,753 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2030,40.754,25.355,59.559,40.65,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2055,93.779,61.373,135.734,97.1,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2080,136.833,92.287,204.459,142.56,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2105,162.534,92.728,244.931,173.23,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2125,175.88,109.076,261.309,188.54,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2030,40.754,22.233,59.893,40.65,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2055,63.202,38.522,86.962,68.89,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2080,59.194,34.757,86.538,67.21,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2105,40.782,23.83,60.741,52.4,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2125,29.991,18.711,43.793,39.81,168 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2030,71.577,50.805,92.79,58.46,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2055,141.31,113.83,174.429,121.57,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2080,193.27,158.313,243.341,166.19,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2105,226.793,181.96,275.852,195.97,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2125,243.397,195.661,299.041,211.41,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2030,71.577,54.098,95.335,58.46,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2055,112.093,93.197,138.258,97.61,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2080,118.207,96.573,150.853,102.17,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2105,103.565,82.584,126.113,90.27,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2125,86.497,70.063,105.838,76.33,197 +ecoregion,Edwards Plateau,default,reserve (no harvest),2030,15.807,10.322,24.984,27.26,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2055,54.242,38.888,74.054,83.07,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2080,110.813,75.698,137.741,156.58,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2105,165.623,122.896,203.675,223.49,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2125,194.822,146.16,254.854,258.44,521 +ecoregion,Edwards Plateau,default,managed (harvest),2030,15.807,9.799,23.269,27.26,521 +ecoregion,Edwards Plateau,default,managed (harvest),2055,42.247,31.462,54.4,62.39,521 +ecoregion,Edwards Plateau,default,managed (harvest),2080,66.758,48.711,84.752,88.56,521 +ecoregion,Edwards Plateau,default,managed (harvest),2105,70.914,50.398,90.117,88.31,521 +ecoregion,Edwards Plateau,default,managed (harvest),2125,57.148,44.266,73.435,69.73,521 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2030,32.053,22.231,45.192,44.34,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2055,71.944,48.826,96.03,105.26,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2080,100.95,72.03,129.63,152.52,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2105,118.62,83.443,153.28,183.32,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2125,127.305,93.108,169.019,198.31,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2030,32.053,22.362,41.574,44.34,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2055,50.904,35.73,66.019,75.68,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2080,47.408,33.259,64.569,74.19,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2105,35.534,24.35,51.229,58.4,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2125,27.024,17.191,38.467,44.98,98 +ecoregion,Flint Hills,default,reserve (no harvest),2030,0.328,0.096,0.563,31.04,13 +ecoregion,Flint Hills,default,reserve (no harvest),2055,1.068,0.334,2.214,75.66,13 +ecoregion,Flint Hills,default,reserve (no harvest),2080,1.496,0.514,2.737,104.01,13 +ecoregion,Flint Hills,default,reserve (no harvest),2105,1.821,0.657,3.364,124.38,13 +ecoregion,Flint Hills,default,reserve (no harvest),2125,1.979,0.604,3.664,134.83,13 +ecoregion,Flint Hills,default,managed (harvest),2030,0.328,0.101,0.666,31.04,13 +ecoregion,Flint Hills,default,managed (harvest),2055,0.777,0.207,1.822,48.57,13 +ecoregion,Flint Hills,default,managed (harvest),2080,0.515,0.223,0.923,34.69,13 +ecoregion,Flint Hills,default,managed (harvest),2105,0.392,0.16,0.681,25.69,13 +ecoregion,Flint Hills,default,managed (harvest),2125,0.283,0.116,0.463,19.21,13 +ecoregion,High Plains,default,reserve (no harvest),2030,2.321,0.915,4.03,19.39,49 +ecoregion,High Plains,default,reserve (no harvest),2055,6.016,2.856,10.064,62.9,49 +ecoregion,High Plains,default,reserve (no harvest),2080,8.895,4.799,15.196,111.62,49 +ecoregion,High Plains,default,reserve (no harvest),2105,10.842,5.637,16.372,148.23,49 +ecoregion,High Plains,default,reserve (no harvest),2125,11.824,6.299,19.432,166.31,49 +ecoregion,High Plains,default,managed (harvest),2030,2.321,1.055,3.844,19.39,49 +ecoregion,High Plains,default,managed (harvest),2055,3.669,2.046,5.776,45.28,49 +ecoregion,High Plains,default,managed (harvest),2080,2.826,1.575,4.327,55.33,49 +ecoregion,High Plains,default,managed (harvest),2105,1.915,0.977,2.933,46.83,49 +ecoregion,High Plains,default,managed (harvest),2125,1.344,0.706,2.185,34.78,49 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2030,12.018,6.752,18.418,52.21,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2055,29.434,17.723,42.493,108.95,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2080,41.841,25.029,62.1,147.66,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2105,49.375,26.912,76.82,173.91,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2125,54.339,27.792,83.373,187.5,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2030,12.018,6.367,20.017,52.21,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2055,24.639,14.359,36.315,87.43,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2080,27.097,15.175,40.191,90.69,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2105,23.954,12.079,36.19,80.67,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2125,21.439,10.983,36.612,68.71,85 +ecoregion,Idaho Batholith,default,reserve (no harvest),2030,46.458,40.667,51.795,23.48,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2055,117.535,103.274,131.286,54.71,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2080,171.516,151.626,196.057,78.9,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2105,210.76,188.197,238.206,97.56,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2125,235.407,205.98,257.801,109.52,734 +ecoregion,Idaho Batholith,default,managed (harvest),2030,46.458,40.227,53.022,23.48,734 +ecoregion,Idaho Batholith,default,managed (harvest),2055,75.935,65.91,85.113,33.76,734 +ecoregion,Idaho Batholith,default,managed (harvest),2080,61.627,53.573,71.177,27.68,734 +ecoregion,Idaho Batholith,default,managed (harvest),2105,45.616,40.143,52.026,21.59,734 +ecoregion,Idaho Batholith,default,managed (harvest),2125,37.69,32.316,42.976,18.14,734 +ecoregion,Interior Plateau,default,reserve (no harvest),2030,250.091,214.319,287.254,45.02,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2055,522.376,447.483,584.192,102.28,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2080,729.186,637.155,826.18,146.52,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2105,860.19,755.054,963.66,174.32,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2125,925.647,809.794,1028.765,188.05,896 +ecoregion,Interior Plateau,default,managed (harvest),2030,250.091,213.815,286.597,45.02,896 +ecoregion,Interior Plateau,default,managed (harvest),2055,384.104,340.583,435.447,77.14,896 +ecoregion,Interior Plateau,default,managed (harvest),2080,378.87,333.295,420.233,78.09,896 +ecoregion,Interior Plateau,default,managed (harvest),2105,302.496,267.295,347.417,62.35,896 +ecoregion,Interior Plateau,default,managed (harvest),2125,236.623,205.685,265.953,48.46,896 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2030,110.004,87.705,133.663,42.34,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2055,245.492,208.921,293.042,97.0,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2080,339.477,277.047,407.996,137.46,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2105,392.517,321.876,480.453,162.33,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2125,416.924,340.178,511.115,173.93,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2030,110.004,88.603,133.662,42.34,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2055,181.522,153.054,216.202,72.67,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2080,170.455,140.005,204.767,71.33,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2105,125.314,106.948,146.791,55.33,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2125,92.267,77.298,111.879,41.78,421 +ecoregion,Klamath Mountains,default,reserve (no harvest),2030,106.375,85.731,126.773,50.04,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2055,333.414,285.44,381.307,149.81,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2080,557.048,471.036,652.597,245.76,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2105,709.965,623.684,846.732,312.48,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2125,798.471,692.659,921.734,351.91,687 +ecoregion,Klamath Mountains,default,managed (harvest),2030,106.375,88.336,128.913,50.04,687 +ecoregion,Klamath Mountains,default,managed (harvest),2055,235.565,208.279,276.368,103.52,687 +ecoregion,Klamath Mountains,default,managed (harvest),2080,241.024,209.531,282.094,103.07,687 +ecoregion,Klamath Mountains,default,managed (harvest),2105,171.86,141.396,203.884,74.55,687 +ecoregion,Klamath Mountains,default,managed (harvest),2125,134.743,111.902,164.611,59.24,687 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2030,6.744,4.838,8.868,61.03,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2055,16.62,11.901,20.731,133.21,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2080,23.469,16.398,29.993,183.91,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2105,26.516,18.674,32.654,208.87,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2125,28.018,20.644,36.366,220.64,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2030,6.744,4.816,9.245,61.03,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2055,14.241,10.431,18.35,110.14,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2080,16.198,11.47,20.062,120.88,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2105,13.704,10.464,17.202,102.45,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2125,11.466,8.726,14.782,85.16,50 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2030,0.902,0.197,1.882,4.89,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2055,3.304,0.637,7.187,13.91,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2080,7.518,1.531,15.606,27.48,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2105,12.88,2.177,28.204,42.48,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2125,16.588,2.612,35.277,51.37,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2030,0.902,0.199,1.923,4.89,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2055,2.862,0.505,6.75,11.51,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2080,5.673,1.438,10.672,19.44,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2105,8.253,1.609,17.858,24.9,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2125,8.724,1.623,21.049,24.03,83 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2030,203.927,170.6,237.598,56.65,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2055,436.154,377.892,494.783,119.5,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2080,588.941,519.785,679.858,159.33,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2105,677.622,591.211,767.56,181.91,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2125,720.243,627.738,819.035,192.45,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2030,203.927,171.343,231.811,56.65,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2055,320.958,276.043,370.763,87.86,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2080,292.402,253.027,336.921,78.62,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2105,216.151,186.66,245.209,57.42,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2125,161.827,139.512,190.351,42.56,966 +ecoregion,Middle Rockies,default,reserve (no harvest),2030,174.262,154.435,195.127,28.89,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2055,343.949,314.461,371.734,54.8,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2080,510.915,475.867,541.193,79.66,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2105,665.331,628.79,702.1,101.65,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2125,772.776,721.287,826.784,116.23,2469 +ecoregion,Middle Rockies,default,managed (harvest),2030,174.262,155.491,198.682,28.89,2469 +ecoregion,Middle Rockies,default,managed (harvest),2055,181.832,170.422,192.979,28.18,2469 +ecoregion,Middle Rockies,default,managed (harvest),2080,181.486,171.658,194.851,26.71,2469 +ecoregion,Middle Rockies,default,managed (harvest),2105,171.551,160.296,183.07,23.88,2469 +ecoregion,Middle Rockies,default,managed (harvest),2125,157.058,146.609,169.381,20.99,2469 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2030,74.686,62.645,86.946,38.0,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2055,178.031,152.813,200.415,89.0,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2080,239.58,205.654,266.26,120.52,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2105,265.734,228.959,299.843,134.18,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2125,278.702,239.619,321.92,140.64,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2030,74.686,65.721,85.224,38.0,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2055,138.463,120.038,160.757,68.71,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2080,126.676,110.244,145.558,63.63,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2105,85.806,74.09,98.761,43.44,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2125,62.984,51.428,74.681,31.66,520 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2030,97.359,79.955,117.864,51.17,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2055,204.439,165.018,247.683,108.99,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2080,277.818,226.47,340.929,148.56,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2105,318.544,266.48,375.233,170.51,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2125,337.874,282.902,407.697,181.3,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2030,97.359,78.553,118.233,51.17,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2055,153.108,127.625,182.427,81.94,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2080,145.941,118.579,185.068,78.31,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2105,110.042,90.787,131.413,59.03,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2125,83.321,66.815,103.259,45.02,387 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2030,0.256,0.022,0.547,3.28,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2055,1.499,0.099,3.994,8.71,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2080,2.822,0.157,7.901,14.75,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2105,4.098,0.272,11.332,21.0,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2125,4.883,0.159,14.852,24.01,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2030,0.256,0.014,0.577,3.28,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2055,1.34,0.063,3.675,5.7,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2080,1.969,0.077,5.674,7.24,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2105,2.244,0.138,6.235,8.01,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2125,2.124,0.085,5.946,6.27,63 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2030,0.451,0.206,0.881,16.69,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2055,1.381,0.614,2.111,46.06,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2080,2.346,0.876,3.887,73.98,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2105,3.231,1.176,5.363,99.26,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2125,3.881,1.16,6.935,116.54,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2030,0.451,0.174,0.889,16.69,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2055,0.913,0.42,1.475,28.73,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2080,0.93,0.242,1.861,26.82,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2105,0.849,0.21,1.769,24.25,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2125,0.794,0.137,1.844,21.39,5 +ecoregion,North Cascades,default,reserve (no harvest),2030,29.225,23.114,36.781,30.94,389 +ecoregion,North Cascades,default,reserve (no harvest),2055,79.0,61.869,97.178,73.35,389 +ecoregion,North Cascades,default,reserve (no harvest),2080,127.448,103.73,156.865,115.02,389 +ecoregion,North Cascades,default,reserve (no harvest),2105,165.782,130.616,198.843,147.89,389 +ecoregion,North Cascades,default,reserve (no harvest),2125,189.196,152.896,231.588,167.05,389 +ecoregion,North Cascades,default,managed (harvest),2030,29.225,23.652,36.32,30.94,389 +ecoregion,North Cascades,default,managed (harvest),2055,57.122,46.796,69.531,50.18,389 +ecoregion,North Cascades,default,managed (harvest),2080,62.808,51.377,76.351,54.3,389 +ecoregion,North Cascades,default,managed (harvest),2105,54.216,43.859,65.823,46.53,389 +ecoregion,North Cascades,default,managed (harvest),2125,45.229,35.852,56.516,37.85,389 +ecoregion,North Central Appalachians,default,reserve (no harvest),2030,111.254,91.867,131.659,51.7,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2055,252.237,215.621,292.764,114.75,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2080,360.248,304.837,422.596,164.04,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2105,444.538,373.808,510.73,202.11,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2125,487.516,396.662,565.526,221.78,490 +ecoregion,North Central Appalachians,default,managed (harvest),2030,111.254,91.17,130.248,51.7,490 +ecoregion,North Central Appalachians,default,managed (harvest),2055,195.328,161.815,229.826,87.69,490 +ecoregion,North Central Appalachians,default,managed (harvest),2080,203.119,166.297,236.386,91.28,490 +ecoregion,North Central Appalachians,default,managed (harvest),2105,183.428,152.178,215.614,81.89,490 +ecoregion,North Central Appalachians,default,managed (harvest),2125,151.517,123.365,180.883,67.55,490 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2030,129.386,116.929,143.544,54.27,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2055,272.245,247.84,296.251,112.73,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2080,374.326,341.45,416.078,154.24,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2105,442.363,403.4,482.036,182.39,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2125,477.294,434.997,520.887,196.93,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2030,129.386,116.012,143.015,54.27,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2055,225.591,205.813,247.409,93.05,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2080,246.33,223.441,275.358,100.83,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2105,225.441,206.118,247.448,92.42,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2125,195.256,176.561,214.554,80.15,737 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2030,57.79,49.02,66.403,41.49,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2055,144.085,124.626,162.364,102.52,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2080,204.526,176.827,229.136,145.11,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2105,244.025,209.503,275.175,173.62,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2125,263.352,226.238,294.913,187.47,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2030,57.79,48.901,66.47,41.49,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2055,117.36,102.367,132.207,82.81,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2080,124.44,106.568,141.24,86.58,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2105,107.789,92.624,122.25,74.89,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2125,88.438,77.384,102.059,61.19,301 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2030,57.193,45.071,69.014,48.48,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2055,134.129,108.201,162.999,104.93,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2080,188.821,155.01,230.857,148.37,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2105,228.149,183.974,280.33,181.25,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2125,248.098,191.892,306.503,197.97,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2030,57.193,46.532,72.438,48.48,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2055,107.846,87.386,137.873,83.56,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2080,113.772,92.088,133.623,90.61,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2105,102.007,81.159,122.294,84.2,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2125,85.548,66.637,102.849,71.78,312 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2030,675.81,632.45,720.617,71.54,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2055,1361.978,1270.915,1450.228,143.16,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2080,1868.871,1747.865,1975.355,197.33,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2105,2233.495,2117.17,2374.245,237.1,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2125,2408.347,2281.339,2546.823,255.86,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2030,675.81,630.497,721.736,71.54,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2055,1047.15,991.389,1105.986,110.14,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2080,1076.495,1018.727,1130.877,114.62,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2105,956.719,896.94,1017.984,103.41,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2125,791.375,752.538,832.101,85.86,2903 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2030,5.996,3.496,8.567,15.94,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2055,14.03,9.254,19.113,37.39,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2080,20.704,14.977,29.464,54.07,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2105,26.246,17.74,38.104,66.63,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2125,29.733,20.473,40.51,74.09,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2030,5.996,3.652,8.967,15.94,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2055,8.915,6.488,12.22,24.67,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2080,8.082,5.642,11.145,21.26,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2105,6.997,4.43,10.221,16.81,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2125,6.038,3.85,8.485,13.8,164 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2030,822.615,779.914,877.382,60.94,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2055,1624.02,1552.498,1705.505,120.94,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2080,2212.707,2100.359,2315.792,165.57,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2105,2614.836,2505.816,2736.853,197.24,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2125,2825.474,2688.867,2964.004,213.82,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2030,822.615,781.507,867.812,60.94,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2055,1326.951,1271.895,1399.405,98.53,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2080,1437.033,1375.872,1510.085,106.9,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2105,1320.983,1260.314,1390.937,99.24,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2125,1150.403,1100.38,1196.261,86.61,5675 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2030,120.786,97.93,143.713,84.31,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2055,205.351,171.753,232.027,145.61,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2080,273.732,229.992,320.2,193.87,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2105,317.219,266.114,366.371,225.23,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2125,338.581,291.825,399.279,241.24,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2030,120.786,102.357,143.383,84.31,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2055,165.518,142.012,190.267,117.8,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2080,179.314,154.556,208.174,127.21,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2105,163.665,137.192,187.56,116.63,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2125,141.848,122.554,165.801,101.87,418 +ecoregion,Northern Piedmont,default,reserve (no harvest),2030,33.482,17.075,63.73,40.39,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2055,68.363,38.039,122.21,96.29,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2080,90.715,54.747,138.706,136.69,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2105,102.542,60.121,157.247,160.65,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2125,108.522,68.839,171.037,171.71,124 +ecoregion,Northern Piedmont,default,managed (harvest),2030,33.482,15.739,59.106,40.39,124 +ecoregion,Northern Piedmont,default,managed (harvest),2055,51.604,31.07,81.983,75.69,124 +ecoregion,Northern Piedmont,default,managed (harvest),2080,47.816,30.303,72.687,77.21,124 +ecoregion,Northern Piedmont,default,managed (harvest),2105,35.353,22.932,52.61,61.58,124 +ecoregion,Northern Piedmont,default,managed (harvest),2125,26.956,18.491,36.656,47.43,124 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2030,1.418,0.564,2.445,23.3,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2055,3.157,1.298,4.954,41.08,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2080,4.954,2.176,8.076,59.14,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2105,6.941,3.528,10.697,80.55,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2125,8.506,3.05,13.48,98.14,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2030,1.418,0.59,2.532,23.3,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2055,1.808,0.63,2.946,20.81,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2080,1.955,0.749,3.727,20.75,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2105,2.223,0.709,3.676,24.39,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2125,2.227,0.764,3.859,25.33,18 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2030,10.687,8.253,12.714,12.14,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2055,40.232,31.012,54.112,32.07,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2080,77.026,56.415,106.267,53.35,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2105,115.043,80.344,157.561,73.14,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2125,144.529,98.786,215.391,87.46,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2030,10.687,8.364,12.979,12.14,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2055,31.445,21.796,41.442,21.93,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2080,42.882,27.252,62.73,25.11,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2105,46.944,30.682,69.77,24.36,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2125,47.222,31.532,71.45,22.84,337 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2030,79.286,68.778,92.403,43.63,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2055,183.616,157.761,207.455,99.89,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2080,256.896,225.246,288.382,139.46,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2105,302.37,258.854,338.198,164.08,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2125,323.146,280.208,370.202,175.62,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2030,79.286,68.342,88.522,43.63,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2055,142.017,125.519,162.012,77.03,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2080,141.115,119.142,162.496,76.35,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2105,113.051,97.06,129.544,61.14,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2125,86.823,74.797,101.303,47.21,422 +ecoregion,Ozark Highlands,default,reserve (no harvest),2030,292.482,272.182,318.352,49.96,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2055,605.24,563.609,649.868,104.83,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2080,844.444,797.195,913.256,146.12,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2105,1008.833,948.248,1094.56,174.4,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2125,1093.631,1018.987,1178.895,189.03,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2030,292.482,267.14,323.16,49.96,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2055,454.031,427.635,489.743,78.98,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2080,458.587,429.346,491.575,79.42,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2105,385.883,356.472,421.47,66.62,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2125,311.032,290.229,339.09,53.68,1503 +ecoregion,Piedmont,default,reserve (no harvest),2030,349.385,302.421,391.622,53.9,1540 +ecoregion,Piedmont,default,reserve (no harvest),2055,694.841,615.073,769.063,108.04,1540 +ecoregion,Piedmont,default,reserve (no harvest),2080,932.994,837.382,1049.991,145.34,1540 +ecoregion,Piedmont,default,reserve (no harvest),2105,1082.675,979.241,1193.309,168.32,1540 +ecoregion,Piedmont,default,reserve (no harvest),2125,1161.517,1028.453,1291.905,180.29,1540 +ecoregion,Piedmont,default,managed (harvest),2030,349.385,310.314,396.673,53.9,1540 +ecoregion,Piedmont,default,managed (harvest),2055,501.254,455.247,564.101,77.69,1540 +ecoregion,Piedmont,default,managed (harvest),2080,461.108,411.608,517.459,71.23,1540 +ecoregion,Piedmont,default,managed (harvest),2105,356.01,319.287,399.129,54.32,1540 +ecoregion,Piedmont,default,managed (harvest),2125,278.655,241.844,318.193,42.2,1540 +ecoregion,Ridge and Valley,default,reserve (no harvest),2030,257.397,232.273,284.808,42.79,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2055,548.066,495.53,599.936,98.67,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2080,754.496,686.389,820.664,139.53,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2105,887.515,810.913,970.369,166.07,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2125,952.033,869.613,1036.925,179.04,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2030,257.397,225.044,284.653,42.79,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2055,409.01,377.398,457.586,75.47,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2080,395.139,357.2,434.095,75.54,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2105,316.626,290.147,346.493,61.49,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2125,246.212,223.413,266.907,48.13,1311 +ecoregion,Sierra Nevada,default,reserve (no harvest),2030,38.247,32.812,44.359,28.64,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2055,158.7,139.478,181.569,100.88,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2080,302.3,259.639,351.275,184.12,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2105,419.951,366.434,492.302,253.56,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2125,492.585,429.2,560.512,297.37,516 +ecoregion,Sierra Nevada,default,managed (harvest),2030,38.247,32.441,44.537,28.64,516 +ecoregion,Sierra Nevada,default,managed (harvest),2055,120.951,104.206,138.266,72.71,516 +ecoregion,Sierra Nevada,default,managed (harvest),2080,145.521,121.557,166.91,84.64,516 +ecoregion,Sierra Nevada,default,managed (harvest),2105,120.464,105.238,137.995,71.34,516 +ecoregion,Sierra Nevada,default,managed (harvest),2125,99.077,85.25,116.223,59.58,516 +ecoregion,Snake River Plain,default,reserve (no harvest),2030,0.25,0.111,0.41,25.24,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2055,0.752,0.221,1.461,51.87,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2080,1.131,0.304,2.179,72.45,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2105,1.437,0.408,2.714,88.87,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2125,1.678,0.418,3.711,100.15,15 +ecoregion,Snake River Plain,default,managed (harvest),2030,0.25,0.104,0.417,25.24,15 +ecoregion,Snake River Plain,default,managed (harvest),2055,0.52,0.124,1.132,28.61,15 +ecoregion,Snake River Plain,default,managed (harvest),2080,0.418,0.097,0.887,22.52,15 +ecoregion,Snake River Plain,default,managed (harvest),2105,0.34,0.083,0.673,17.79,15 +ecoregion,Snake River Plain,default,managed (harvest),2125,0.331,0.034,0.78,15.76,15 +ecoregion,Sonoran Desert,default,reserve (no harvest),2030,0.013,0.0,0.039,3.02,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2055,0.066,0.0,0.197,15.39,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2080,0.18,0.0,0.54,42.2,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2105,0.324,0.0,0.971,75.84,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2125,0.383,0.0,0.766,89.78,3 +ecoregion,Sonoran Desert,default,managed (harvest),2030,0.013,0.0,0.039,3.02,3 +ecoregion,Sonoran Desert,default,managed (harvest),2055,0.053,0.0,0.159,12.39,3 +ecoregion,Sonoran Desert,default,managed (harvest),2080,0.115,0.0,0.344,26.9,3 +ecoregion,Sonoran Desert,default,managed (harvest),2105,0.144,0.0,0.433,33.83,3 +ecoregion,Sonoran Desert,default,managed (harvest),2125,0.089,0.0,0.267,20.89,3 +ecoregion,South Central Plains,default,reserve (no harvest),2030,420.619,375.682,464.375,44.59,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2055,918.481,833.062,993.254,99.06,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2080,1224.927,1132.539,1349.057,132.82,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2105,1374.789,1263.973,1504.831,149.67,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2125,1440.231,1337.661,1546.986,157.18,1911 +ecoregion,South Central Plains,default,managed (harvest),2030,420.619,382.749,468.426,44.59,1911 +ecoregion,South Central Plains,default,managed (harvest),2055,653.801,592.435,713.561,71.02,1911 +ecoregion,South Central Plains,default,managed (harvest),2080,554.282,509.139,595.07,60.63,1911 +ecoregion,South Central Plains,default,managed (harvest),2105,365.867,337.465,396.802,40.42,1911 +ecoregion,South Central Plains,default,managed (harvest),2125,258.431,233.564,280.209,28.61,1911 +ecoregion,Southeastern Plains,default,reserve (no harvest),2030,1048.687,976.259,1113.023,50.83,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2055,2111.087,1985.449,2255.715,104.5,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2080,2806.214,2648.273,3000.512,140.21,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2105,3187.043,2977.676,3359.903,159.88,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2125,3369.989,3140.76,3556.132,169.49,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2030,1048.687,975.698,1130.248,50.83,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2055,1510.977,1429.648,1605.512,75.14,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2080,1344.977,1262.807,1422.777,67.61,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2105,966.12,905.452,1032.171,48.78,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2125,718.179,663.742,772.454,36.51,3519 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2030,21.719,15.219,30.169,45.31,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2055,50.768,35.29,64.786,101.13,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2080,70.114,53.181,89.971,138.88,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2105,81.608,62.234,106.621,162.51,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2125,87.684,67.093,110.01,175.49,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2030,21.719,14.842,28.708,45.31,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2055,42.501,31.974,54.378,84.18,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2080,45.793,35.435,59.177,90.51,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2105,40.068,29.849,48.607,80.49,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2125,34.136,26.017,43.094,69.6,103 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2030,249.922,205.858,297.849,49.8,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2055,554.148,474.373,634.997,112.26,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2080,724.686,601.362,823.836,148.67,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2105,800.361,690.612,905.394,165.53,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2125,829.066,728.45,954.743,171.98,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2030,249.922,208.608,296.524,49.8,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2055,357.73,315.288,408.596,73.5,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2080,247.757,220.601,285.255,52.99,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2105,135.414,116.139,154.997,30.29,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2125,88.386,72.975,102.492,19.83,1099 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2030,23.305,14.748,35.966,57.8,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2055,47.603,31.196,67.516,121.82,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2080,54.59,36.022,74.235,140.62,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2105,52.807,32.584,75.437,139.19,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2125,50.934,31.052,72.651,134.2,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2030,23.305,15.373,33.145,57.8,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2055,27.351,17.569,38.388,71.6,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2080,10.758,6.149,15.862,28.73,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2105,2.934,1.068,5.319,9.76,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2125,1.465,0.461,2.769,5.0,63 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2030,28.753,18.739,44.754,43.4,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2055,68.97,42.055,98.47,100.84,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2080,97.58,63.92,139.968,142.31,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2105,115.122,74.1,163.585,169.85,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2125,123.625,82.661,175.779,183.47,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2030,28.753,16.7,42.517,43.4,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2055,54.948,39.432,74.504,83.1,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2080,58.947,41.682,83.759,90.98,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2105,50.659,36.005,70.744,82.01,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2125,41.679,28.868,52.41,69.47,242 +ecoregion,Southern Rockies,default,reserve (no harvest),2030,173.228,152.845,200.468,24.11,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2055,392.9,363.304,424.845,53.93,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2080,607.399,555.882,650.797,83.22,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2105,773.51,716.938,841.82,105.75,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2125,857.0,782.922,927.787,116.95,2170 +ecoregion,Southern Rockies,default,managed (harvest),2030,173.228,151.694,198.646,24.11,2170 +ecoregion,Southern Rockies,default,managed (harvest),2055,248.357,230.247,268.822,34.08,2170 +ecoregion,Southern Rockies,default,managed (harvest),2080,265.971,246.101,287.456,36.36,2170 +ecoregion,Southern Rockies,default,managed (harvest),2105,226.108,208.138,245.435,30.7,2170 +ecoregion,Southern Rockies,default,managed (harvest),2125,172.21,157.983,188.168,23.23,2170 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2030,1.199,0.36,2.335,28.29,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2055,4.886,1.47,8.608,100.17,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2080,9.784,3.323,17.331,186.13,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2105,13.45,4.542,23.773,253.9,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2125,15.014,4.243,26.817,287.12,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2030,1.199,0.413,2.238,28.29,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2055,3.976,0.622,6.955,78.7,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2080,5.857,1.595,10.609,104.93,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2105,5.077,1.604,8.671,93.08,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2125,3.559,1.287,6.988,69.78,10 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2030,0.198,0.068,0.405,13.59,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2055,1.065,0.273,2.116,37.58,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2080,1.839,0.504,3.794,60.33,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2105,2.441,0.566,5.029,81.74,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2125,2.824,0.67,5.641,97.56,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2030,0.198,0.06,0.429,13.59,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2055,0.87,0.147,1.684,24.51,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2080,0.78,0.13,1.585,22.92,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2105,0.608,0.149,1.306,21.57,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2125,0.508,0.12,0.987,20.26,28 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2030,126.541,105.71,151.625,56.39,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2055,244.848,210.423,294.348,113.48,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2080,333.876,268.875,390.55,154.9,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2105,389.502,327.456,461.497,180.62,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2125,418.91,347.752,507.923,193.68,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2030,126.541,106.484,152.139,56.39,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2055,179.623,153.258,211.902,84.28,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2080,176.365,143.812,202.507,82.24,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2105,141.855,117.645,171.715,65.76,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2125,113.641,90.124,136.239,52.0,438 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2030,1.577,0.735,2.822,4.99,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2055,4.529,2.377,7.01,15.81,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2080,7.555,3.492,11.54,29.37,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2105,9.786,5.629,14.78,40.65,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2125,10.891,5.373,17.829,46.55,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2030,1.577,0.736,2.592,4.99,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2055,3.298,1.745,5.454,12.02,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2080,3.863,1.96,5.718,16.6,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2105,3.307,1.627,5.061,15.62,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2125,2.539,1.346,4.13,12.36,208 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2030,15.561,5.261,27.903,64.61,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2055,51.306,19.035,103.844,199.72,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2080,80.861,36.299,151.41,327.79,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2105,99.245,44.908,169.961,413.05,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2125,107.944,50.837,186.321,452.23,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2030,15.561,6.822,26.175,64.61,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2055,39.657,14.732,70.645,151.35,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2080,39.525,15.197,67.029,166.12,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2105,28.321,14.438,46.044,127.03,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2125,20.059,9.218,32.563,90.14,28 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2030,6.551,4.514,9.11,41.81,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2055,18.16,13.031,24.61,95.22,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2080,26.812,17.415,38.162,129.26,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2105,31.872,21.044,46.961,143.98,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2125,33.598,20.21,46.21,148.96,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2030,6.551,4.69,8.92,41.81,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2055,13.189,7.987,18.135,63.48,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2080,11.832,7.168,17.019,49.35,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2105,7.914,3.682,14.184,26.85,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2125,4.854,2.286,8.467,15.77,51 +ecoregion,Unknown,default,reserve (no harvest),2030,1141.974,1066.922,1243.89,49.87,4824 +ecoregion,Unknown,default,reserve (no harvest),2055,2407.938,2242.437,2586.653,109.38,4824 +ecoregion,Unknown,default,reserve (no harvest),2080,3373.013,3148.728,3626.421,156.19,4824 +ecoregion,Unknown,default,reserve (no harvest),2105,4028.151,3751.14,4356.951,188.46,4824 +ecoregion,Unknown,default,reserve (no harvest),2125,4384.149,4097.101,4695.626,206.11,4824 +ecoregion,Unknown,default,managed (harvest),2030,1141.974,1068.047,1238.199,49.87,4824 +ecoregion,Unknown,default,managed (harvest),2055,1722.219,1618.635,1872.459,78.77,4824 +ecoregion,Unknown,default,managed (harvest),2080,1638.519,1553.004,1749.11,77.63,4824 +ecoregion,Unknown,default,managed (harvest),2105,1302.24,1218.053,1400.368,62.96,4824 +ecoregion,Unknown,default,managed (harvest),2125,1033.912,970.084,1112.901,50.42,4824 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2030,30.716,25.472,38.416,17.14,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2055,58.789,51.198,67.515,31.91,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2080,85.34,75.041,95.042,45.74,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2105,109.606,95.728,123.507,57.84,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2125,127.053,111.459,144.107,66.18,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2030,30.716,25.932,36.583,17.14,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2055,42.968,37.043,49.332,22.96,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2080,47.469,41.502,53.494,24.88,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2105,47.352,41.154,53.243,24.08,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2125,45.374,40.196,51.292,22.48,619 +ecoregion,Water,default,reserve (no harvest),2030,17.695,14.258,21.001,63.6,172 +ecoregion,Water,default,reserve (no harvest),2055,32.544,26.309,38.51,116.7,172 +ecoregion,Water,default,reserve (no harvest),2080,43.368,35.135,52.344,154.34,172 +ecoregion,Water,default,reserve (no harvest),2105,51.588,43.309,61.9,182.7,172 +ecoregion,Water,default,reserve (no harvest),2125,56.079,45.608,69.688,198.84,172 +ecoregion,Water,default,managed (harvest),2030,17.695,14.772,21.831,63.6,172 +ecoregion,Water,default,managed (harvest),2055,25.904,22.297,30.566,92.55,172 +ecoregion,Water,default,managed (harvest),2080,27.011,21.84,32.252,95.07,172 +ecoregion,Water,default,managed (harvest),2105,25.113,21.022,29.967,87.4,172 +ecoregion,Water,default,managed (harvest),2125,22.075,17.967,26.493,77.04,172 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2030,189.95,162.7,229.298,42.81,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2055,414.832,366.025,487.345,100.33,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2080,581.155,502.773,677.476,144.12,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2105,696.821,598.764,802.167,174.57,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2125,758.672,646.772,875.681,190.18,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2030,189.95,158.9,221.47,42.81,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2055,287.124,252.667,323.461,72.18,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2080,262.359,231.254,298.397,68.74,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2105,205.585,178.313,239.111,54.77,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2125,160.288,135.621,182.424,42.33,689 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2030,20.864,13.886,29.345,40.36,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2055,46.339,34.909,59.643,91.11,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2080,64.522,48.664,83.235,126.06,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2105,75.317,58.307,94.506,147.08,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2125,80.165,61.829,104.167,156.85,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2030,20.864,13.907,29.66,40.36,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2055,35.847,27.319,46.099,70.11,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2080,35.153,26.677,44.798,68.09,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2105,27.467,20.794,34.206,53.64,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2125,20.91,16.125,27.042,41.69,95 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2030,11.742,5.594,18.386,49.42,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2055,25.946,15.36,41.044,103.23,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2080,34.174,16.501,55.965,137.41,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2105,37.429,21.026,55.719,152.09,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2125,38.426,20.677,56.377,157.61,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2030,11.742,6.541,18.524,49.42,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2055,17.932,10.154,26.559,71.16,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2080,14.096,8.767,21.22,58.64,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2105,7.852,4.799,11.428,34.63,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2125,4.632,2.779,6.554,22.03,62 +ecoregion,Willamette Valley,default,reserve (no harvest),2030,1.707,0.457,3.707,54.57,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2055,7.381,1.451,16.746,191.48,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2080,11.4,2.331,26.419,286.03,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2105,13.41,3.044,29.707,335.47,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2125,14.152,3.1,30.846,361.12,7 +ecoregion,Willamette Valley,default,managed (harvest),2030,1.707,0.426,3.664,54.57,7 +ecoregion,Willamette Valley,default,managed (harvest),2055,6.028,1.221,13.799,146.2,7 +ecoregion,Willamette Valley,default,managed (harvest),2080,5.322,0.869,12.633,121.24,7 +ecoregion,Willamette Valley,default,managed (harvest),2105,3.204,0.515,7.793,72.39,7 +ecoregion,Willamette Valley,default,managed (harvest),2125,1.96,0.486,4.181,51.13,7 +ecoregion,Wyoming Basin,default,reserve (no harvest),2030,6.264,3.83,9.883,18.27,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2055,15.27,8.554,23.535,39.7,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2080,22.816,11.962,38.826,58.2,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2105,27.44,14.556,42.621,73.16,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2125,30.369,16.767,45.828,82.27,139 +ecoregion,Wyoming Basin,default,managed (harvest),2030,6.264,3.64,9.307,18.27,139 +ecoregion,Wyoming Basin,default,managed (harvest),2055,8.911,4.176,14.437,20.89,139 +ecoregion,Wyoming Basin,default,managed (harvest),2080,7.25,3.733,12.721,17.87,139 +ecoregion,Wyoming Basin,default,managed (harvest),2105,4.394,2.91,6.318,14.45,139 +ecoregion,Wyoming Basin,default,managed (harvest),2125,3.711,2.445,5.448,11.66,139 +state,AL,default,reserve (no harvest),2030,507.389,460.967,557.753,53.74,1892 +state,AL,default,reserve (no harvest),2055,999.514,929.319,1093.196,108.4,1892 +state,AL,default,reserve (no harvest),2080,1327.473,1225.021,1430.639,144.69,1892 +state,AL,default,reserve (no harvest),2105,1514.57,1402.695,1645.412,165.43,1892 +state,AL,default,reserve (no harvest),2125,1603.01,1468.663,1724.95,175.28,1892 +state,AL,default,managed (harvest),2030,507.389,466.289,563.206,53.74,1892 +state,AL,default,managed (harvest),2055,723.945,676.289,779.125,79.21,1892 +state,AL,default,managed (harvest),2080,658.753,612.623,706.387,72.49,1892 +state,AL,default,managed (harvest),2105,488.083,447.024,532.83,53.86,1892 +state,AL,default,managed (harvest),2125,364.89,333.166,400.842,40.37,1892 +state,AR,default,reserve (no harvest),2030,305.473,274.56,339.595,45.01,1430 +state,AR,default,reserve (no harvest),2055,680.646,626.663,746.776,101.92,1430 +state,AR,default,reserve (no harvest),2080,923.278,841.022,1007.592,139.0,1430 +state,AR,default,reserve (no harvest),2105,1060.77,975.804,1151.35,159.86,1430 +state,AR,default,reserve (no harvest),2125,1123.551,1033.866,1209.438,169.54,1430 +state,AR,default,managed (harvest),2030,305.473,276.44,333.786,45.01,1430 +state,AR,default,managed (harvest),2055,531.212,481.134,578.074,79.9,1430 +state,AR,default,managed (harvest),2080,513.979,477.333,555.05,77.89,1430 +state,AR,default,managed (harvest),2105,400.302,365.021,431.651,60.66,1430 +state,AR,default,managed (harvest),2125,306.879,283.518,329.165,46.62,1430 +state,AZ,default,reserve (no harvest),2030,21.441,16.247,26.228,4.95,1140 +state,AZ,default,reserve (no harvest),2055,56.459,44.126,70.71,12.43,1140 +state,AZ,default,reserve (no harvest),2080,95.159,69.017,123.763,19.93,1140 +state,AZ,default,reserve (no harvest),2105,133.673,94.847,176.786,26.22,1140 +state,AZ,default,reserve (no harvest),2125,158.583,103.13,230.717,29.43,1140 +state,AZ,default,managed (harvest),2030,21.441,16.844,26.708,4.95,1140 +state,AZ,default,managed (harvest),2055,45.947,35.12,58.975,10.01,1140 +state,AZ,default,managed (harvest),2080,62.139,45.374,84.578,12.61,1140 +state,AZ,default,managed (harvest),2105,70.227,44.353,110.827,12.73,1140 +state,AZ,default,managed (harvest),2125,67.619,38.383,115.6,10.96,1140 +state,CA,default,reserve (no harvest),2030,177.602,156.657,200.234,42.47,1657 +state,CA,default,reserve (no harvest),2055,638.407,571.071,709.547,127.74,1657 +state,CA,default,reserve (no harvest),2080,1104.459,981.912,1215.311,213.14,1657 +state,CA,default,reserve (no harvest),2105,1457.565,1306.347,1629.671,278.91,1657 +state,CA,default,reserve (no harvest),2125,1681.944,1522.315,1864.994,321.07,1657 +state,CA,default,managed (harvest),2030,177.602,156.317,199.791,42.47,1657 +state,CA,default,managed (harvest),2055,462.029,412.81,510.629,85.57,1657 +state,CA,default,managed (harvest),2080,469.433,417.537,530.494,86.02,1657 +state,CA,default,managed (harvest),2105,357.707,316.141,404.438,66.64,1657 +state,CA,default,managed (harvest),2125,299.448,257.355,338.185,56.09,1657 +state,CO,default,reserve (no harvest),2030,126.718,114.205,140.428,20.72,1861 +state,CO,default,reserve (no harvest),2055,293.652,269.478,319.973,46.78,1861 +state,CO,default,reserve (no harvest),2080,458.058,415.855,495.109,72.64,1861 +state,CO,default,reserve (no harvest),2105,585.698,543.933,627.334,92.51,1861 +state,CO,default,reserve (no harvest),2125,649.303,598.286,702.886,102.37,1861 +state,CO,default,managed (harvest),2030,126.718,114.678,137.768,20.72,1861 +state,CO,default,managed (harvest),2055,188.479,174.021,202.787,29.58,1861 +state,CO,default,managed (harvest),2080,196.458,180.857,210.635,30.89,1861 +state,CO,default,managed (harvest),2105,161.063,149.08,174.428,25.13,1861 +state,CO,default,managed (harvest),2125,117.755,107.034,128.545,18.33,1861 +state,CT,default,reserve (no harvest),2030,17.651,13.192,22.403,39.85,106 +state,CT,default,reserve (no harvest),2055,47.496,34.013,62.622,98.16,106 +state,CT,default,reserve (no harvest),2080,66.718,51.925,89.229,140.51,106 +state,CT,default,reserve (no harvest),2105,80.263,62.687,103.983,170.26,106 +state,CT,default,reserve (no harvest),2125,87.348,68.976,111.35,185.12,106 +state,CT,default,managed (harvest),2030,17.651,13.5,23.01,39.85,106 +state,CT,default,managed (harvest),2055,37.543,27.405,51.634,75.69,106 +state,CT,default,managed (harvest),2080,35.594,27.08,48.924,75.35,106 +state,CT,default,managed (harvest),2105,29.067,22.328,36.078,62.61,106 +state,CT,default,managed (harvest),2125,23.039,17.633,27.971,49.23,106 +state,DE,default,reserve (no harvest),2030,18.668,11.601,28.071,50.15,48 +state,DE,default,reserve (no harvest),2055,48.179,31.625,67.514,115.52,48 +state,DE,default,reserve (no harvest),2080,69.559,43.351,97.134,156.68,48 +state,DE,default,reserve (no harvest),2105,82.684,44.592,123.855,179.88,48 +state,DE,default,reserve (no harvest),2125,89.861,52.953,136.578,192.47,48 +state,DE,default,managed (harvest),2030,18.668,11.869,28.239,50.15,48 +state,DE,default,managed (harvest),2055,35.551,21.722,51.569,81.6,48 +state,DE,default,managed (harvest),2080,32.883,20.217,48.299,67.57,48 +state,DE,default,managed (harvest),2105,23.764,11.838,35.126,45.06,48 +state,DE,default,managed (harvest),2125,18.081,9.871,26.95,33.26,48 +state,FL,default,reserve (no harvest),2030,279.643,242.059,323.556,49.29,1175 +state,FL,default,reserve (no harvest),2055,635.674,566.459,734.91,111.35,1175 +state,FL,default,reserve (no harvest),2080,839.248,732.688,935.439,147.15,1175 +state,FL,default,reserve (no harvest),2105,926.667,808.709,1106.685,163.27,1175 +state,FL,default,reserve (no harvest),2125,958.536,833.307,1071.216,169.27,1175 +state,FL,default,managed (harvest),2030,279.643,231.789,330.684,49.29,1175 +state,FL,default,managed (harvest),2055,392.667,346.241,448.091,68.52,1175 +state,FL,default,managed (harvest),2080,255.57,219.97,284.465,44.83,1175 +state,FL,default,managed (harvest),2105,126.993,107.928,147.219,23.04,1175 +state,FL,default,managed (harvest),2125,78.0,66.008,89.718,14.24,1175 +state,GA,default,reserve (no harvest),2030,383.183,336.654,427.969,46.92,1648 +state,GA,default,reserve (no harvest),2055,789.359,708.425,869.682,100.83,1648 +state,GA,default,reserve (no harvest),2080,1048.38,931.028,1162.318,136.49,1648 +state,GA,default,reserve (no harvest),2105,1185.259,1066.746,1312.21,155.74,1648 +state,GA,default,reserve (no harvest),2125,1249.927,1112.406,1374.416,164.86,1648 +state,GA,default,managed (harvest),2030,383.183,339.62,433.797,46.92,1648 +state,GA,default,managed (harvest),2055,533.137,484.519,587.354,69.46,1648 +state,GA,default,managed (harvest),2080,435.691,389.666,483.837,58.67,1648 +state,GA,default,managed (harvest),2105,282.324,250.313,310.998,38.82,1648 +state,GA,default,managed (harvest),2125,198.591,176.758,219.301,27.56,1648 +state,IA,default,reserve (no harvest),2030,38.185,28.91,50.561,40.13,141 +state,IA,default,reserve (no harvest),2055,86.816,68.95,102.585,93.65,141 +state,IA,default,reserve (no harvest),2080,121.538,96.949,152.417,131.32,141 +state,IA,default,reserve (no harvest),2105,142.643,114.573,171.775,154.34,141 +state,IA,default,reserve (no harvest),2125,152.24,123.004,188.202,164.4,141 +state,IA,default,managed (harvest),2030,38.185,29.646,48.525,40.13,141 +state,IA,default,managed (harvest),2055,64.967,52.373,80.371,70.69,141 +state,IA,default,managed (harvest),2080,62.518,50.297,75.365,67.91,141 +state,IA,default,managed (harvest),2105,47.853,39.807,56.295,52.08,141 +state,IA,default,managed (harvest),2125,35.584,28.614,43.232,38.57,141 +state,ID,default,reserve (no harvest),2030,137.106,126.016,149.014,25.32,1738 +state,ID,default,reserve (no harvest),2055,388.602,358.915,419.63,63.45,1738 +state,ID,default,reserve (no harvest),2080,591.109,545.45,644.789,94.88,1738 +state,ID,default,reserve (no harvest),2105,753.981,693.965,814.83,120.94,1738 +state,ID,default,reserve (no harvest),2125,859.194,787.259,920.353,137.93,1738 +state,ID,default,managed (harvest),2030,137.106,124.945,150.779,25.32,1738 +state,ID,default,managed (harvest),2055,263.692,237.36,284.449,40.47,1738 +state,ID,default,managed (harvest),2080,225.878,202.418,246.01,35.09,1738 +state,ID,default,managed (harvest),2105,182.997,168.976,201.279,29.24,1738 +state,ID,default,managed (harvest),2125,155.017,141.335,169.784,24.97,1738 +state,IL,default,reserve (no harvest),2030,65.326,49.204,80.493,42.8,264 +state,IL,default,reserve (no harvest),2055,146.668,113.696,179.203,97.68,264 +state,IL,default,reserve (no harvest),2080,204.099,164.802,266.036,136.79,264 +state,IL,default,reserve (no harvest),2105,239.042,188.385,307.165,161.38,264 +state,IL,default,reserve (no harvest),2125,254.485,205.719,324.744,172.42,264 +state,IL,default,managed (harvest),2030,65.326,50.897,83.899,42.8,264 +state,IL,default,managed (harvest),2055,106.094,84.392,136.828,71.09,264 +state,IL,default,managed (harvest),2080,97.63,73.867,126.7,66.06,264 +state,IL,default,managed (harvest),2105,71.935,56.946,88.017,49.61,264 +state,IL,default,managed (harvest),2125,51.671,40.263,65.52,36.1,264 +state,IN,default,reserve (no harvest),2030,128.558,101.929,164.547,37.47,531 +state,IN,default,reserve (no harvest),2055,270.824,216.393,322.333,91.26,531 +state,IN,default,reserve (no harvest),2080,373.955,313.429,450.276,133.49,531 +state,IN,default,reserve (no harvest),2105,441.382,361.519,535.115,161.81,531 +state,IN,default,reserve (no harvest),2125,477.903,392.877,584.17,176.18,531 +state,IN,default,managed (harvest),2030,128.558,100.433,159.418,37.47,531 +state,IN,default,managed (harvest),2055,182.06,144.631,220.348,65.39,531 +state,IN,default,managed (harvest),2080,159.486,129.155,185.976,62.48,531 +state,IN,default,managed (harvest),2105,116.795,96.682,142.984,47.68,531 +state,IN,default,managed (harvest),2125,88.802,72.507,107.222,35.73,531 +state,KS,default,reserve (no harvest),2030,21.997,13.524,32.232,38.93,86 +state,KS,default,reserve (no harvest),2055,46.944,31.985,64.315,92.01,86 +state,KS,default,reserve (no harvest),2080,65.371,48.004,87.819,130.03,86 +state,KS,default,reserve (no harvest),2105,79.724,62.32,105.735,157.08,86 +state,KS,default,reserve (no harvest),2125,87.498,62.927,116.286,169.74,86 +state,KS,default,managed (harvest),2030,21.997,13.232,32.334,38.93,86 +state,KS,default,managed (harvest),2055,27.004,19.841,33.115,56.72,86 +state,KS,default,managed (harvest),2080,20.952,14.824,27.286,43.33,86 +state,KS,default,managed (harvest),2105,16.312,10.885,22.484,31.1,86 +state,KS,default,managed (harvest),2125,12.257,8.5,17.181,21.41,86 +state,KY,default,reserve (no harvest),2030,332.276,300.56,370.429,48.79,975 +state,KY,default,reserve (no harvest),2055,671.453,604.584,741.45,107.25,975 +state,KY,default,reserve (no harvest),2080,941.084,855.169,1038.106,154.5,975 +state,KY,default,reserve (no harvest),2105,1110.331,1014.316,1221.491,184.51,975 +state,KY,default,reserve (no harvest),2125,1197.664,1086.462,1309.558,199.84,975 +state,KY,default,managed (harvest),2030,332.276,293.753,372.652,48.79,975 +state,KY,default,managed (harvest),2055,488.077,444.841,533.934,80.32,975 +state,KY,default,managed (harvest),2080,488.349,437.51,529.197,83.25,975 +state,KY,default,managed (harvest),2105,388.087,348.71,430.215,67.31,975 +state,KY,default,managed (harvest),2125,304.088,272.953,333.783,52.94,975 +state,LA,default,reserve (no harvest),2030,205.176,181.188,229.079,45.64,1083 +state,LA,default,reserve (no harvest),2055,455.297,415.64,496.093,99.28,1083 +state,LA,default,reserve (no harvest),2080,604.707,550.666,667.225,132.48,1083 +state,LA,default,reserve (no harvest),2105,674.339,610.81,735.672,148.39,1083 +state,LA,default,reserve (no harvest),2125,706.753,626.133,774.161,155.71,1083 +state,LA,default,managed (harvest),2030,205.176,180.551,228.404,45.64,1083 +state,LA,default,managed (harvest),2055,341.298,313.278,373.178,73.93,1083 +state,LA,default,managed (harvest),2080,301.076,277.319,324.732,66.05,1083 +state,LA,default,managed (harvest),2105,203.431,185.504,229.174,45.26,1083 +state,LA,default,managed (harvest),2125,145.895,129.734,160.859,32.55,1083 +state,MA,default,reserve (no harvest),2030,35.284,27.773,44.052,38.61,210 +state,MA,default,reserve (no harvest),2055,89.186,72.242,107.431,98.55,210 +state,MA,default,reserve (no harvest),2080,125.944,100.54,147.551,140.7,210 +state,MA,default,reserve (no harvest),2105,148.326,124.425,178.441,167.83,210 +state,MA,default,reserve (no harvest),2125,159.889,130.699,191.744,181.56,210 +state,MA,default,managed (harvest),2030,35.284,28.29,43.125,38.61,210 +state,MA,default,managed (harvest),2055,72.08,58.059,85.614,79.83,210 +state,MA,default,managed (harvest),2080,73.895,61.282,90.95,83.28,210 +state,MA,default,managed (harvest),2105,60.454,50.399,71.264,70.04,210 +state,MA,default,managed (harvest),2125,48.572,39.351,57.509,56.61,210 +state,MD,default,reserve (no harvest),2030,47.928,28.641,66.882,44.38,159 +state,MD,default,reserve (no harvest),2055,105.394,74.319,142.381,102.31,159 +state,MD,default,reserve (no harvest),2080,140.778,100.401,188.597,140.02,159 +state,MD,default,reserve (no harvest),2105,162.047,108.05,223.068,163.62,159 +state,MD,default,reserve (no harvest),2125,174.174,121.359,246.976,176.53,159 +state,MD,default,managed (harvest),2030,47.928,29.615,69.998,44.38,159 +state,MD,default,managed (harvest),2055,77.297,50.453,103.494,76.29,159 +state,MD,default,managed (harvest),2080,67.368,46.208,87.714,69.34,159 +state,MD,default,managed (harvest),2105,49.145,36.486,68.635,52.29,159 +state,MD,default,managed (harvest),2125,38.224,27.011,54.447,40.68,159 +state,ME,default,reserve (no harvest),2030,616.141,564.649,650.11,94.53,1977 +state,ME,default,reserve (no harvest),2055,1172.168,1097.793,1257.727,178.02,1977 +state,ME,default,reserve (no harvest),2080,1574.598,1466.35,1681.689,238.85,1977 +state,ME,default,reserve (no harvest),2105,1845.7,1731.464,1972.593,280.55,1977 +state,ME,default,reserve (no harvest),2125,1966.835,1829.895,2083.01,299.42,1977 +state,ME,default,managed (harvest),2030,616.141,570.147,667.604,94.53,1977 +state,ME,default,managed (harvest),2055,826.873,772.571,885.657,125.05,1977 +state,ME,default,managed (harvest),2080,765.91,713.321,819.752,115.8,1977 +state,ME,default,managed (harvest),2105,607.785,567.805,649.577,92.6,1977 +state,ME,default,managed (harvest),2125,456.527,426.527,489.911,69.96,1977 +state,MI,default,reserve (no harvest),2030,392.292,363.34,423.278,56.61,3861 +state,MI,default,reserve (no harvest),2055,797.424,744.36,857.826,114.79,3861 +state,MI,default,reserve (no harvest),2080,1099.123,1035.605,1163.657,158.35,3861 +state,MI,default,reserve (no harvest),2105,1311.411,1233.367,1395.967,190.02,3861 +state,MI,default,reserve (no harvest),2125,1424.826,1331.08,1530.868,206.86,3861 +state,MI,default,managed (harvest),2030,392.292,364.213,423.97,56.61,3861 +state,MI,default,managed (harvest),2055,647.196,602.769,697.401,93.12,3861 +state,MI,default,managed (harvest),2080,701.053,655.737,747.597,101.01,3861 +state,MI,default,managed (harvest),2105,644.874,605.569,685.763,94.01,3861 +state,MI,default,managed (harvest),2125,560.726,522.723,592.001,82.04,3861 +state,MN,default,reserve (no harvest),2030,454.895,413.887,487.486,67.93,1853 +state,MN,default,reserve (no harvest),2055,878.402,818.758,938.095,129.15,1853 +state,MN,default,reserve (no harvest),2080,1180.247,1093.836,1260.977,173.68,1853 +state,MN,default,reserve (no harvest),2105,1369.176,1267.674,1497.595,202.02,1853 +state,MN,default,reserve (no harvest),2125,1464.738,1355.072,1577.766,216.3,1853 +state,MN,default,managed (harvest),2030,454.895,421.575,495.241,67.93,1853 +state,MN,default,managed (harvest),2055,728.384,677.843,784.585,106.75,1853 +state,MN,default,managed (harvest),2080,790.019,724.043,844.595,116.07,1853 +state,MN,default,managed (harvest),2105,718.411,668.064,774.649,106.14,1853 +state,MN,default,managed (harvest),2125,624.436,587.308,671.38,92.42,1853 +state,MO,default,reserve (no harvest),2030,338.576,308.731,364.567,48.94,1688 +state,MO,default,reserve (no harvest),2055,711.558,662.673,764.199,103.06,1688 +state,MO,default,reserve (no harvest),2080,988.286,921.911,1050.004,143.87,1688 +state,MO,default,reserve (no harvest),2105,1176.537,1098.958,1252.982,172.15,1688 +state,MO,default,reserve (no harvest),2125,1272.793,1200.406,1358.018,186.71,1688 +state,MO,default,managed (harvest),2030,338.576,312.14,362.788,48.94,1688 +state,MO,default,managed (harvest),2055,535.517,499.882,576.689,77.61,1688 +state,MO,default,managed (harvest),2080,533.806,497.547,566.483,78.07,1688 +state,MO,default,managed (harvest),2105,444.506,416.039,473.303,65.76,1688 +state,MO,default,managed (harvest),2125,355.867,328.152,381.469,52.96,1688 +state,MS,default,reserve (no harvest),2030,350.267,314.283,382.981,49.99,1374 +state,MS,default,reserve (no harvest),2055,704.906,642.86,758.237,103.92,1374 +state,MS,default,reserve (no harvest),2080,934.791,868.53,1015.741,140.41,1374 +state,MS,default,reserve (no harvest),2105,1058.109,964.494,1173.571,160.63,1374 +state,MS,default,reserve (no harvest),2125,1116.375,1017.709,1220.305,170.59,1374 +state,MS,default,managed (harvest),2030,350.267,313.756,390.572,49.99,1374 +state,MS,default,managed (harvest),2055,515.859,474.526,564.338,76.94,1374 +state,MS,default,managed (harvest),2080,467.323,427.863,505.31,71.9,1374 +state,MS,default,managed (harvest),2105,338.458,304.923,366.999,53.32,1374 +state,MS,default,managed (harvest),2125,250.989,227.84,274.49,40.32,1374 +state,MT,default,reserve (no harvest),2030,168.489,154.354,183.921,27.91,2315 +state,MT,default,reserve (no harvest),2055,400.953,373.294,433.963,53.4,2315 +state,MT,default,reserve (no harvest),2080,618.592,575.272,659.373,77.46,2315 +state,MT,default,reserve (no harvest),2105,818.858,747.554,883.42,99.85,2315 +state,MT,default,reserve (no harvest),2125,963.626,897.3,1031.632,115.9,2315 +state,MT,default,managed (harvest),2030,168.489,153.054,183.782,27.91,2315 +state,MT,default,managed (harvest),2055,265.602,241.984,288.674,31.26,2315 +state,MT,default,managed (harvest),2080,269.828,251.255,291.985,30.35,2315 +state,MT,default,managed (harvest),2105,253.281,232.359,272.765,28.36,2315 +state,MT,default,managed (harvest),2125,235.373,215.822,251.201,26.19,2315 +state,NC,default,reserve (no harvest),2030,419.283,361.606,470.855,57.53,1508 +state,NC,default,reserve (no harvest),2055,815.122,732.993,903.713,118.11,1508 +state,NC,default,reserve (no harvest),2080,1103.15,981.9,1212.599,161.17,1508 +state,NC,default,reserve (no harvest),2105,1293.137,1155.247,1429.941,188.88,1508 +state,NC,default,reserve (no harvest),2125,1391.781,1246.591,1522.808,203.21,1508 +state,NC,default,managed (harvest),2030,419.283,372.853,473.119,57.53,1508 +state,NC,default,managed (harvest),2055,590.454,522.29,645.386,87.28,1508 +state,NC,default,managed (harvest),2080,562.096,502.7,614.114,83.58,1508 +state,NC,default,managed (harvest),2105,450.892,407.035,505.09,66.5,1508 +state,NC,default,managed (harvest),2125,356.259,311.69,404.474,52.37,1508 +state,ND,default,reserve (no harvest),2030,3.537,2.012,5.535,31.13,46 +state,ND,default,reserve (no harvest),2055,10.283,4.913,17.847,62.35,46 +state,ND,default,reserve (no harvest),2080,19.112,7.064,35.055,93.07,46 +state,ND,default,reserve (no harvest),2105,31.051,9.797,65.72,122.03,46 +state,ND,default,reserve (no harvest),2125,41.524,13.336,88.611,143.2,46 +state,ND,default,managed (harvest),2030,3.537,1.985,5.299,31.13,46 +state,ND,default,managed (harvest),2055,7.922,3.442,15.682,41.57,46 +state,ND,default,managed (harvest),2080,11.462,3.713,23.126,44.54,46 +state,ND,default,managed (harvest),2105,15.749,3.722,43.803,43.77,46 +state,ND,default,managed (harvest),2125,17.811,3.997,45.226,41.56,46 +state,NE,default,reserve (no harvest),2030,7.057,4.096,10.237,23.34,46 +state,NE,default,reserve (no harvest),2055,19.681,11.53,28.245,58.6,46 +state,NE,default,reserve (no harvest),2080,28.91,18.422,43.998,86.56,46 +state,NE,default,reserve (no harvest),2105,35.851,22.211,51.848,106.34,46 +state,NE,default,reserve (no harvest),2125,40.545,24.296,64.305,117.7,46 +state,NE,default,managed (harvest),2030,7.057,4.48,10.465,23.34,46 +state,NE,default,managed (harvest),2055,12.354,7.391,18.498,34.36,46 +state,NE,default,managed (harvest),2080,8.755,5.646,13.248,26.65,46 +state,NE,default,managed (harvest),2105,6.673,2.848,11.043,18.79,46 +state,NE,default,managed (harvest),2125,5.921,2.484,9.803,14.6,46 +state,NH,default,reserve (no harvest),2030,124.167,106.008,143.63,69.0,622 +state,NH,default,reserve (no harvest),2055,257.585,229.296,287.476,139.79,622 +state,NH,default,reserve (no harvest),2080,349.078,306.504,389.941,191.03,622 +state,NH,default,reserve (no harvest),2105,410.164,367.994,465.661,227.28,622 +state,NH,default,reserve (no harvest),2125,440.139,388.134,486.4,243.9,622 +state,NH,default,managed (harvest),2030,124.167,110.489,142.878,69.0,622 +state,NH,default,managed (harvest),2055,215.734,190.511,245.512,116.53,622 +state,NH,default,managed (harvest),2080,234.512,206.455,266.262,128.5,622 +state,NH,default,managed (harvest),2105,216.554,194.237,239.991,121.43,622 +state,NH,default,managed (harvest),2125,188.137,166.863,207.128,105.31,622 +state,NJ,default,reserve (no harvest),2030,32.496,22.813,42.18,39.01,178 +state,NJ,default,reserve (no harvest),2055,79.788,60.979,102.311,97.08,178 +state,NJ,default,reserve (no harvest),2080,112.385,89.026,143.841,140.55,178 +state,NJ,default,reserve (no harvest),2105,133.27,102.616,167.229,166.9,178 +state,NJ,default,reserve (no harvest),2125,144.595,113.975,188.286,180.12,178 +state,NJ,default,managed (harvest),2030,32.496,22.079,45.324,39.01,178 +state,NJ,default,managed (harvest),2055,62.744,46.324,81.316,76.62,178 +state,NJ,default,managed (harvest),2080,62.43,49.328,76.358,79.9,178 +state,NJ,default,managed (harvest),2105,50.571,39.898,62.776,64.37,178 +state,NJ,default,managed (harvest),2125,40.676,30.572,53.442,50.6,178 +state,NM,default,reserve (no harvest),2030,25.343,20.287,31.671,5.96,1467 +state,NM,default,reserve (no harvest),2055,71.695,56.792,90.303,15.63,1467 +state,NM,default,reserve (no harvest),2080,119.488,97.951,143.845,25.85,1467 +state,NM,default,reserve (no harvest),2105,157.226,124.314,192.565,34.06,1467 +state,NM,default,reserve (no harvest),2125,176.266,142.35,213.759,38.28,1467 +state,NM,default,managed (harvest),2030,25.343,19.34,32.629,5.96,1467 +state,NM,default,managed (harvest),2055,59.215,48.684,74.536,12.69,1467 +state,NM,default,managed (harvest),2080,77.888,62.668,94.547,16.67,1467 +state,NM,default,managed (harvest),2105,77.333,65.743,93.104,16.68,1467 +state,NM,default,managed (harvest),2125,65.936,54.924,83.046,14.34,1467 +state,NV,default,reserve (no harvest),2030,2.074,1.331,2.904,2.07,731 +state,NV,default,reserve (no harvest),2055,7.375,4.405,10.76,5.02,731 +state,NV,default,reserve (no harvest),2080,12.937,8.064,20.51,7.91,731 +state,NV,default,reserve (no harvest),2105,18.308,9.883,28.223,10.46,731 +state,NV,default,reserve (no harvest),2125,21.607,11.807,32.298,12.13,731 +state,NV,default,managed (harvest),2030,2.074,1.428,2.85,2.07,731 +state,NV,default,managed (harvest),2055,6.433,3.568,9.787,4.08,731 +state,NV,default,managed (harvest),2080,9.076,5.276,13.354,5.12,731 +state,NV,default,managed (harvest),2105,10.328,5.542,17.725,5.34,731 +state,NV,default,managed (harvest),2125,9.877,4.977,15.503,5.07,731 +state,NY,default,reserve (no harvest),2030,325.791,292.953,355.322,53.41,1386 +state,NY,default,reserve (no harvest),2055,687.317,627.93,752.412,114.89,1386 +state,NY,default,reserve (no harvest),2080,954.709,866.887,1038.027,161.6,1386 +state,NY,default,reserve (no harvest),2105,1146.155,1058.73,1250.869,196.13,1386 +state,NY,default,reserve (no harvest),2125,1242.423,1135.506,1362.578,213.45,1386 +state,NY,default,managed (harvest),2030,325.791,294.112,363.296,53.41,1386 +state,NY,default,managed (harvest),2055,555.587,503.041,619.317,93.29,1386 +state,NY,default,managed (harvest),2080,598.331,544.196,652.387,102.28,1386 +state,NY,default,managed (harvest),2105,547.847,507.272,598.863,95.45,1386 +state,NY,default,managed (harvest),2125,466.901,429.752,509.152,81.9,1386 +state,OH,default,reserve (no harvest),2030,179.755,147.153,219.709,44.48,500 +state,OH,default,reserve (no harvest),2055,400.277,333.049,465.99,104.69,500 +state,OH,default,reserve (no harvest),2080,561.307,458.525,650.26,149.09,500 +state,OH,default,reserve (no harvest),2105,664.608,574.359,767.347,178.93,500 +state,OH,default,reserve (no harvest),2125,719.649,602.643,817.617,194.1,500 +state,OH,default,managed (harvest),2030,179.755,146.77,217.741,44.48,500 +state,OH,default,managed (harvest),2055,259.91,221.504,302.309,69.96,500 +state,OH,default,managed (harvest),2080,217.981,184.262,252.21,59.73,500 +state,OH,default,managed (harvest),2105,151.066,121.072,177.615,42.95,500 +state,OH,default,managed (harvest),2125,111.765,93.396,131.938,31.3,500 +state,OK,default,reserve (no harvest),2030,127.473,111.445,146.58,45.58,646 +state,OK,default,reserve (no harvest),2055,323.445,289.669,371.452,104.99,646 +state,OK,default,reserve (no harvest),2080,461.868,396.999,520.225,147.32,646 +state,OK,default,reserve (no harvest),2105,540.736,466.191,611.034,172.45,646 +state,OK,default,reserve (no harvest),2125,578.809,514.806,657.316,184.51,646 +state,OK,default,managed (harvest),2030,127.473,108.082,144.498,45.58,646 +state,OK,default,managed (harvest),2055,251.447,219.908,286.734,79.25,646 +state,OK,default,managed (harvest),2080,247.851,217.47,289.005,76.82,646 +state,OK,default,managed (harvest),2105,186.782,158.567,214.487,58.57,646 +state,OK,default,managed (harvest),2125,140.562,118.177,159.21,44.26,646 +state,OR,default,reserve (no harvest),2030,208.57,186.085,234.719,33.99,2448 +state,OR,default,reserve (no harvest),2055,640.638,560.866,711.657,92.5,2448 +state,OR,default,reserve (no harvest),2080,1050.789,940.123,1159.08,148.17,2448 +state,OR,default,reserve (no harvest),2105,1351.424,1198.966,1525.199,189.34,2448 +state,OR,default,reserve (no harvest),2125,1523.882,1374.24,1753.882,213.05,2448 +state,OR,default,managed (harvest),2030,208.57,186.189,230.048,33.99,2448 +state,OR,default,managed (harvest),2055,462.608,411.304,536.92,63.49,2448 +state,OR,default,managed (harvest),2080,477.895,424.602,541.656,64.97,2448 +state,OR,default,managed (harvest),2105,370.623,326.741,428.742,50.69,2448 +state,OR,default,managed (harvest),2125,290.012,253.066,333.426,39.79,2448 +state,PA,default,reserve (no harvest),2030,337.221,298.633,371.225,49.64,1317 +state,PA,default,reserve (no harvest),2055,757.471,691.28,826.87,111.05,1317 +state,PA,default,reserve (no harvest),2080,1062.521,958.876,1156.643,156.43,1317 +state,PA,default,reserve (no harvest),2105,1271.763,1163.427,1366.545,188.49,1317 +state,PA,default,reserve (no harvest),2125,1376.604,1252.109,1503.218,204.74,1317 +state,PA,default,managed (harvest),2030,337.221,309.413,366.789,49.64,1317 +state,PA,default,managed (harvest),2055,577.421,531.523,629.086,84.54,1317 +state,PA,default,managed (harvest),2080,574.172,520.824,624.986,84.79,1317 +state,PA,default,managed (harvest),2105,476.851,438.949,514.166,71.58,1317 +state,PA,default,managed (harvest),2125,378.01,343.634,409.492,57.25,1317 +state,RI,default,reserve (no harvest),2030,10.897,3.539,21.858,40.25,39 +state,RI,default,reserve (no harvest),2055,25.006,10.782,49.218,98.27,39 +state,RI,default,reserve (no harvest),2080,36.724,14.956,69.699,140.32,39 +state,RI,default,reserve (no harvest),2105,44.856,19.532,79.901,167.25,39 +state,RI,default,reserve (no harvest),2125,48.64,24.686,87.394,179.79,39 +state,RI,default,managed (harvest),2030,10.897,3.75,23.123,40.25,39 +state,RI,default,managed (harvest),2055,20.109,9.179,40.456,80.18,39 +state,RI,default,managed (harvest),2080,22.791,10.036,38.289,86.2,39 +state,RI,default,managed (harvest),2105,20.681,9.186,40.197,74.4,39 +state,RI,default,managed (harvest),2125,17.031,7.187,30.728,60.19,39 +state,SC,default,reserve (no harvest),2030,237.736,201.9,276.091,51.27,1153 +state,SC,default,reserve (no harvest),2055,495.919,430.272,561.147,107.89,1153 +state,SC,default,reserve (no harvest),2080,657.807,576.066,743.403,143.73,1153 +state,SC,default,reserve (no harvest),2105,743.341,662.187,831.102,162.91,1153 +state,SC,default,reserve (no harvest),2125,783.039,686.673,882.463,171.76,1153 +state,SC,default,managed (harvest),2030,237.736,204.844,279.609,51.27,1153 +state,SC,default,managed (harvest),2055,356.89,314.238,399.965,77.9,1153 +state,SC,default,managed (harvest),2080,310.066,274.706,347.902,68.19,1153 +state,SC,default,managed (harvest),2105,214.298,188.17,247.229,47.5,1153 +state,SC,default,managed (harvest),2125,153.983,133.053,172.823,34.22,1153 +state,SD,default,reserve (no harvest),2030,7.659,5.329,10.485,24.81,181 +state,SD,default,reserve (no harvest),2055,18.467,13.528,23.862,57.15,181 +state,SD,default,reserve (no harvest),2080,27.15,21.081,34.919,84.76,181 +state,SD,default,reserve (no harvest),2105,34.132,26.688,43.354,106.93,181 +state,SD,default,reserve (no harvest),2125,37.761,29.07,48.402,118.07,181 +state,SD,default,managed (harvest),2030,7.659,5.561,10.471,24.81,181 +state,SD,default,managed (harvest),2055,11.162,8.091,14.26,33.47,181 +state,SD,default,managed (harvest),2080,9.203,7.068,11.976,29.17,181 +state,SD,default,managed (harvest),2105,7.415,5.493,9.465,23.53,181 +state,SD,default,managed (harvest),2125,5.394,4.087,7.2,16.73,181 +state,TN,default,reserve (no harvest),2030,325.945,293.813,362.454,47.56,1241 +state,TN,default,reserve (no harvest),2055,633.674,574.937,684.391,101.47,1241 +state,TN,default,reserve (no harvest),2080,875.521,780.589,977.783,144.24,1241 +state,TN,default,reserve (no harvest),2105,1041.921,943.191,1168.866,172.28,1241 +state,TN,default,reserve (no harvest),2125,1128.392,1037.37,1244.026,186.73,1241 +state,TN,default,managed (harvest),2030,325.945,289.203,366.882,47.56,1241 +state,TN,default,managed (harvest),2055,484.434,441.823,534.451,79.69,1241 +state,TN,default,managed (harvest),2080,504.475,461.009,556.998,85.97,1241 +state,TN,default,managed (harvest),2105,439.899,388.7,490.467,74.65,1241 +state,TN,default,managed (harvest),2125,365.238,326.443,402.08,61.76,1241 +state,TX,default,reserve (no harvest),2030,319.425,283.179,358.713,38.06,2578 +state,TX,default,reserve (no harvest),2055,799.232,715.828,879.542,95.78,2578 +state,TX,default,reserve (no harvest),2080,1182.3,1075.876,1305.346,148.29,2578 +state,TX,default,reserve (no harvest),2105,1428.395,1298.046,1566.805,186.28,2578 +state,TX,default,reserve (no harvest),2125,1540.129,1407.83,1674.925,204.78,2578 +state,TX,default,managed (harvest),2030,319.425,277.743,362.383,38.06,2578 +state,TX,default,managed (harvest),2055,556.829,511.988,605.595,66.89,2578 +state,TX,default,managed (harvest),2080,517.336,473.232,573.887,68.64,2578 +state,TX,default,managed (harvest),2105,371.468,331.134,407.199,54.61,2578 +state,TX,default,managed (harvest),2125,260.704,233.974,285.157,40.18,2578 +state,UT,default,reserve (no harvest),2030,33.002,26.584,39.923,9.38,1244 +state,UT,default,reserve (no harvest),2055,65.321,56.025,75.4,17.82,1244 +state,UT,default,reserve (no harvest),2080,95.788,83.444,111.07,25.63,1244 +state,UT,default,reserve (no harvest),2105,123.041,107.023,140.221,32.42,1244 +state,UT,default,reserve (no harvest),2125,142.661,125.531,160.666,37.12,1244 +state,UT,default,managed (harvest),2030,33.002,25.801,39.341,9.38,1244 +state,UT,default,managed (harvest),2055,48.712,42.775,55.132,13.1,1244 +state,UT,default,managed (harvest),2080,54.664,47.42,62.438,14.32,1244 +state,UT,default,managed (harvest),2105,54.408,47.491,62.116,13.9,1244 +state,UT,default,managed (harvest),2125,52.126,46.103,59.613,13.02,1244 +state,VA,default,reserve (no harvest),2030,345.41,298.48,390.537,47.48,1538 +state,VA,default,reserve (no harvest),2055,683.207,591.676,781.034,100.73,1538 +state,VA,default,reserve (no harvest),2080,925.507,814.071,1039.736,140.48,1538 +state,VA,default,reserve (no harvest),2105,1082.413,940.345,1232.847,166.62,1538 +state,VA,default,reserve (no harvest),2125,1168.663,1044.05,1333.092,180.57,1538 +state,VA,default,managed (harvest),2030,345.41,298.72,390.439,47.48,1538 +state,VA,default,managed (harvest),2055,514.712,449.404,580.312,77.57,1538 +state,VA,default,managed (harvest),2080,505.931,445.176,567.731,79.49,1538 +state,VA,default,managed (harvest),2105,416.054,370.049,466.191,66.85,1538 +state,VA,default,managed (harvest),2125,340.042,303.723,374.531,54.73,1538 +state,VT,default,reserve (no harvest),2030,98.756,86.334,114.547,54.5,573 +state,VT,default,reserve (no harvest),2055,210.953,186.2,244.823,116.07,573 +state,VT,default,reserve (no harvest),2080,296.637,261.193,330.925,164.08,573 +state,VT,default,reserve (no harvest),2105,359.85,316.603,408.898,201.07,573 +state,VT,default,reserve (no harvest),2125,392.386,343.804,437.679,219.81,573 +state,VT,default,managed (harvest),2030,98.756,86.054,114.35,54.5,573 +state,VT,default,managed (harvest),2055,170.314,147.74,195.857,93.64,573 +state,VT,default,managed (harvest),2080,185.912,162.345,213.565,103.12,573 +state,VT,default,managed (harvest),2105,172.621,149.748,194.739,97.67,573 +state,VT,default,managed (harvest),2125,148.328,130.411,171.533,84.26,573 +state,WA,default,reserve (no harvest),2030,185.906,136.261,254.195,33.4,1478 +state,WA,default,reserve (no harvest),2055,561.82,432.465,734.449,86.91,1478 +state,WA,default,reserve (no harvest),2080,913.597,754.143,1103.163,137.92,1478 +state,WA,default,reserve (no harvest),2105,1187.226,978.102,1485.876,177.62,1478 +state,WA,default,reserve (no harvest),2125,1347.973,1117.345,1604.094,200.69,1478 +state,WA,default,managed (harvest),2030,185.906,147.548,244.511,33.4,1478 +state,WA,default,managed (harvest),2055,422.663,338.704,530.932,61.92,1478 +state,WA,default,managed (harvest),2080,458.043,382.689,555.119,66.59,1478 +state,WA,default,managed (harvest),2105,388.93,315.868,482.615,56.52,1478 +state,WA,default,managed (harvest),2125,316.845,243.746,373.822,45.78,1478 +state,WI,default,reserve (no harvest),2030,414.46,384.291,444.149,58.91,2451 +state,WI,default,reserve (no harvest),2055,844.185,799.901,888.026,119.0,2451 +state,WI,default,reserve (no harvest),2080,1160.299,1089.914,1217.898,162.53,2451 +state,WI,default,reserve (no harvest),2105,1373.87,1292.095,1439.799,192.65,2451 +state,WI,default,reserve (no harvest),2125,1485.629,1407.716,1567.32,208.47,2451 +state,WI,default,managed (harvest),2030,414.46,392.546,446.797,58.91,2451 +state,WI,default,managed (harvest),2055,691.675,656.858,731.443,97.32,2451 +state,WI,default,managed (harvest),2080,753.271,715.246,795.328,105.04,2451 +state,WI,default,managed (harvest),2105,689.657,648.984,726.376,96.5,2451 +state,WI,default,managed (harvest),2125,598.395,567.963,634.723,83.92,2451 +state,WV,default,reserve (no harvest),2030,218.907,189.467,246.892,42.86,1241 +state,WV,default,reserve (no harvest),2055,459.966,400.483,510.381,99.88,1241 +state,WV,default,reserve (no harvest),2080,627.575,572.036,702.961,142.18,1241 +state,WV,default,reserve (no harvest),2105,742.969,651.518,836.736,172.62,1241 +state,WV,default,reserve (no harvest),2125,801.8,715.523,895.765,188.12,1241 +state,WV,default,managed (harvest),2030,218.907,186.191,255.469,42.86,1241 +state,WV,default,managed (harvest),2055,323.227,281.008,365.561,73.11,1241 +state,WV,default,managed (harvest),2080,288.933,254.166,324.276,69.74,1241 +state,WV,default,managed (harvest),2105,223.845,198.596,248.148,56.61,1241 +state,WV,default,managed (harvest),2125,170.817,155.234,188.201,43.83,1241 +state,WY,default,reserve (no harvest),2030,122.746,102.747,148.72,29.66,1452 +state,WY,default,reserve (no harvest),2055,236.56,209.331,270.184,60.78,1452 +state,WY,default,reserve (no harvest),2080,335.648,302.551,375.965,88.42,1452 +state,WY,default,reserve (no harvest),2105,411.114,370.614,460.539,110.16,1452 +state,WY,default,reserve (no harvest),2125,454.709,413.816,512.16,122.73,1452 +state,WY,default,managed (harvest),2030,122.746,99.301,154.87,29.66,1452 +state,WY,default,managed (harvest),2055,108.468,95.762,121.381,29.63,1452 +state,WY,default,managed (harvest),2080,93.206,83.478,105.227,26.03,1452 +state,WY,default,managed (harvest),2105,70.411,63.814,77.335,20.34,1452 +state,WY,default,managed (harvest),2125,54.659,49.319,59.493,15.78,1452 diff --git a/calibration/output/strata_trends_v3_default.csv b/calibration/output/strata_trends_v3_default.csv new file mode 100644 index 00000000..b845ae35 --- /dev/null +++ b/calibration/output/strata_trends_v3_default.csv @@ -0,0 +1,1701 @@ +scale,key,engine,scenario,year,total_TgC,total_lo,total_hi,mean_MgC_ha,n_plots +owner,Industrial,default,reserve (no harvest),2030,1165.206,1110.601,1222.95,50.5,5886 +owner,Industrial,default,reserve (no harvest),2055,2480.901,2359.947,2594.607,107.28,5886 +owner,Industrial,default,reserve (no harvest),2080,3419.257,3263.708,3608.508,148.47,5886 +owner,Industrial,default,reserve (no harvest),2105,4013.618,3818.359,4231.125,175.13,5886 +owner,Industrial,default,reserve (no harvest),2125,4314.801,4091.242,4537.161,188.45,5886 +owner,Industrial,default,managed (harvest),2030,1165.206,1105.689,1230.684,50.5,5886 +owner,Industrial,default,managed (harvest),2055,1820.977,1718.435,1919.072,79.23,5886 +owner,Industrial,default,managed (harvest),2080,1719.738,1641.121,1808.93,76.33,5886 +owner,Industrial,default,managed (harvest),2105,1354.59,1286.591,1425.394,61.47,5886 +owner,Industrial,default,managed (harvest),2125,1067.741,1013.489,1127.972,48.81,5886 +owner,NIPF,default,reserve (no harvest),2030,4595.114,4476.056,4721.399,49.23,22022 +owner,NIPF,default,reserve (no harvest),2055,9889.628,9653.256,10174.279,105.82,22022 +owner,NIPF,default,reserve (no harvest),2080,13689.967,13304.673,14044.049,147.79,22022 +owner,NIPF,default,reserve (no harvest),2105,16115.781,15618.136,16556.204,175.69,22022 +owner,NIPF,default,reserve (no harvest),2125,17346.854,16866.98,17810.831,189.87,22022 +owner,NIPF,default,managed (harvest),2030,4595.114,4456.586,4739.637,49.23,22022 +owner,NIPF,default,managed (harvest),2055,7342.122,7160.581,7556.556,79.15,22022 +owner,NIPF,default,managed (harvest),2080,7062.262,6882.272,7258.727,78.35,22022 +owner,NIPF,default,managed (harvest),2105,5637.886,5475.358,5801.96,64.58,22022 +owner,NIPF,default,managed (harvest),2125,4463.454,4353.893,4590.309,51.82,22022 +owner,Public-Other,default,reserve (no harvest),2030,1762.827,1693.186,1834.246,32.16,18766 +owner,Public-Other,default,reserve (no harvest),2055,4112.777,3960.967,4276.266,72.72,18766 +owner,Public-Other,default,reserve (no harvest),2080,6130.932,5883.263,6398.76,107.68,18766 +owner,Public-Other,default,reserve (no harvest),2105,7625.043,7346.379,7892.876,133.77,18766 +owner,Public-Other,default,reserve (no harvest),2125,8480.341,8123.215,8807.493,148.58,18766 +owner,Public-Other,default,managed (harvest),2030,1762.827,1691.134,1847.48,32.16,18766 +owner,Public-Other,default,managed (harvest),2055,2955.19,2847.145,3073.019,51.3,18766 +owner,Public-Other,default,managed (harvest),2080,3024.669,2902.707,3122.245,52.4,18766 +owner,Public-Other,default,managed (harvest),2105,2552.123,2432.789,2668.851,44.54,18766 +owner,Public-Other,default,managed (harvest),2125,2112.002,2027.387,2207.466,36.87,18766 +owner,State,default,reserve (no harvest),2030,618.761,579.803,662.752,50.96,3778 +owner,State,default,reserve (no harvest),2055,1329.723,1241.567,1411.296,107.45,3778 +owner,State,default,reserve (no harvest),2080,1854.19,1753.276,1974.991,150.14,3778 +owner,State,default,reserve (no harvest),2105,2202.98,2046.105,2363.016,179.86,3778 +owner,State,default,reserve (no harvest),2125,2384.516,2228.511,2548.561,195.27,3778 +owner,State,default,managed (harvest),2030,618.761,565.855,657.032,50.96,3778 +owner,State,default,managed (harvest),2055,1023.024,961.145,1086.488,83.44,3778 +owner,State,default,managed (harvest),2080,1026.683,974.804,1103.923,86.26,3778 +owner,State,default,managed (harvest),2105,867.968,817.099,920.268,75.69,3778 +owner,State,default,managed (harvest),2125,716.652,673.522,764.737,63.46,3778 +owner,Unknown,default,reserve (no harvest),2030,1141.974,1060.284,1224.681,49.87,4824 +owner,Unknown,default,reserve (no harvest),2055,2407.938,2246.71,2598.897,109.38,4824 +owner,Unknown,default,reserve (no harvest),2080,3373.013,3167.175,3649.315,156.19,4824 +owner,Unknown,default,reserve (no harvest),2105,4028.151,3732.916,4339.774,188.46,4824 +owner,Unknown,default,reserve (no harvest),2125,4384.149,4123.929,4718.084,206.11,4824 +owner,Unknown,default,managed (harvest),2030,1141.974,1049.635,1227.735,49.87,4824 +owner,Unknown,default,managed (harvest),2055,1722.219,1619.354,1840.28,78.77,4824 +owner,Unknown,default,managed (harvest),2080,1638.519,1538.261,1746.903,77.63,4824 +owner,Unknown,default,managed (harvest),2105,1302.24,1214.239,1396.072,62.96,4824 +owner,Unknown,default,managed (harvest),2125,1033.912,966.082,1109.033,50.42,4824 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2030,300.338,273.356,332.634,91.32,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2055,575.337,523.649,632.812,172.51,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2080,770.263,702.912,835.217,230.42,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2105,897.448,799.231,985.404,269.01,1017 +ecoregion,Acadian Plains and Hills,default,reserve (no harvest),2125,955.825,868.682,1052.574,287.1,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2030,300.338,271.778,329.774,91.32,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2055,407.023,372.582,443.183,121.34,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2080,373.847,341.377,408.649,111.24,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2105,291.523,267.498,317.538,87.5,1017 +ecoregion,Acadian Plains and Hills,default,managed (harvest),2125,219.297,202.42,242.624,66.36,1017 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2030,0.023,0.023,0.023,39.6,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2055,0.044,0.044,0.044,106.95,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2080,0.063,0.063,0.063,151.36,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2105,0.076,0.076,0.076,175.87,2 +ecoregion,Algonquin/Southern Laurentians,default,reserve (no harvest),2125,0.084,0.084,0.084,188.56,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2030,0.023,0.023,0.023,39.6,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2055,0.036,0.036,0.036,91.79,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2080,0.041,0.041,0.041,101.05,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2105,0.038,0.038,0.038,86.86,2 +ecoregion,Algonquin/Southern Laurentians,default,managed (harvest),2125,0.034,0.034,0.034,72.94,2 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2030,26.552,20.166,33.856,5.99,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2055,69.436,56.139,87.707,15.18,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2080,113.739,86.399,149.845,24.2,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2105,154.123,111.271,211.99,31.42,1276 +ecoregion,Arizona/New Mexico Mountains,default,reserve (no harvest),2125,178.899,124.213,249.203,35.12,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2030,26.552,19.504,33.615,5.99,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2055,56.405,44.591,73.546,12.24,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2080,73.041,51.248,95.749,15.26,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2105,77.617,53.368,111.732,15.0,1276 +ecoregion,Arizona/New Mexico Mountains,default,managed (harvest),2125,71.942,42.438,117.637,12.82,1276 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2030,0.969,0.248,2.223,0.63,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2055,2.481,0.705,5.29,1.57,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2080,4.03,1.176,8.361,2.66,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2105,5.458,1.757,11.29,3.67,538 +ecoregion,Arizona/New Mexico Plateau,default,reserve (no harvest),2125,6.405,1.893,12.579,4.23,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2030,0.969,0.217,2.027,0.63,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2055,2.007,0.502,4.202,1.26,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2080,2.573,0.687,5.648,1.74,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2105,2.739,0.891,6.038,1.9,538 +ecoregion,Arizona/New Mexico Plateau,default,managed (harvest),2125,2.61,0.762,5.635,1.72,538 +ecoregion,Arkansas Valley,default,reserve (no harvest),2030,51.581,43.452,64.962,47.36,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2055,121.303,98.73,151.54,110.03,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2080,167.044,134.413,199.275,152.51,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2105,194.252,157.178,228.332,177.29,231 +ecoregion,Arkansas Valley,default,reserve (no harvest),2125,206.896,166.368,252.365,188.67,231 +ecoregion,Arkansas Valley,default,managed (harvest),2030,51.581,40.112,61.737,47.36,231 +ecoregion,Arkansas Valley,default,managed (harvest),2055,94.888,77.285,111.978,85.63,231 +ecoregion,Arkansas Valley,default,managed (harvest),2080,92.027,73.253,109.409,84.11,231 +ecoregion,Arkansas Valley,default,managed (harvest),2105,72.229,57.866,84.436,65.77,231 +ecoregion,Arkansas Valley,default,managed (harvest),2125,55.485,46.754,66.574,50.45,231 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2030,0.92,0.244,1.834,39.43,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2055,2.591,0.652,5.338,78.17,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2080,3.611,0.681,7.629,107.71,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2105,4.615,1.426,9.361,137.81,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,reserve (no harvest),2125,5.398,1.012,10.582,158.53,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2030,0.92,0.207,1.889,39.43,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2055,1.984,0.368,3.78,51.52,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2080,1.701,0.423,3.357,47.44,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2105,1.592,0.364,3.41,46.45,12 +ecoregion,Aspen Parkland/Northern Glaciated Plains,default,managed (harvest),2125,1.54,0.344,3.15,42.35,12 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2030,22.539,14.365,32.913,39.73,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2055,56.387,39.59,77.904,104.35,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2080,77.719,58.273,102.707,150.36,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2105,91.442,72.348,120.855,175.68,100 +ecoregion,Atlantic Coastal Pine Barrens,default,reserve (no harvest),2125,99.041,74.342,131.688,188.41,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2030,22.539,14.474,33.341,39.73,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2055,44.713,33.952,59.908,83.91,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2080,42.918,33.926,53.304,86.72,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2105,34.467,26.46,43.686,67.46,100 +ecoregion,Atlantic Coastal Pine Barrens,default,managed (harvest),2125,27.819,19.241,37.143,52.43,100 +ecoregion,Blue Mountains,default,reserve (no harvest),2030,45.282,38.72,53.148,26.2,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2055,142.626,123.003,161.31,70.2,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2080,218.128,191.209,248.495,108.06,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2105,266.253,232.236,305.871,133.19,894 +ecoregion,Blue Mountains,default,reserve (no harvest),2125,288.462,256.74,324.772,144.83,894 +ecoregion,Blue Mountains,default,managed (harvest),2030,45.282,38.04,53.82,26.2,894 +ecoregion,Blue Mountains,default,managed (harvest),2055,103.876,91.247,119.906,47.83,894 +ecoregion,Blue Mountains,default,managed (harvest),2080,90.453,81.067,102.735,44.88,894 +ecoregion,Blue Mountains,default,managed (harvest),2105,61.134,53.533,70.127,31.74,894 +ecoregion,Blue Mountains,default,managed (harvest),2125,41.405,36.696,46.507,21.71,894 +ecoregion,Blue Ridge,default,reserve (no harvest),2030,138.271,112.821,177.096,42.1,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2055,270.506,227.102,330.963,95.45,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2080,371.533,308.231,433.322,137.28,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2105,440.94,375.898,524.278,166.02,752 +ecoregion,Blue Ridge,default,reserve (no harvest),2125,480.41,404.913,577.671,181.49,752 +ecoregion,Blue Ridge,default,managed (harvest),2030,138.271,109.733,172.384,42.1,752 +ecoregion,Blue Ridge,default,managed (harvest),2055,197.71,165.4,232.701,72.99,752 +ecoregion,Blue Ridge,default,managed (harvest),2080,194.898,170.925,226.362,76.02,752 +ecoregion,Blue Ridge,default,managed (harvest),2105,162.747,134.807,189.077,64.6,752 +ecoregion,Blue Ridge,default,managed (harvest),2125,134.817,113.967,159.296,52.94,752 +ecoregion,Boston Mountains,default,reserve (no harvest),2030,43.486,35.565,50.729,47.47,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2055,98.068,81.127,112.629,106.38,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2080,136.824,116.35,159.701,147.05,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2105,160.266,140.135,182.549,172.38,256 +ecoregion,Boston Mountains,default,reserve (no harvest),2125,171.289,147.315,197.226,184.49,256 +ecoregion,Boston Mountains,default,managed (harvest),2030,43.486,36.137,51.693,47.47,256 +ecoregion,Boston Mountains,default,managed (harvest),2055,76.358,63.756,87.063,82.82,256 +ecoregion,Boston Mountains,default,managed (harvest),2080,76.902,64.74,88.098,82.35,256 +ecoregion,Boston Mountains,default,managed (harvest),2105,61.809,53.083,72.133,66.74,256 +ecoregion,Boston Mountains,default,managed (harvest),2125,48.07,41.994,55.588,52.33,256 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2030,10.741,7.642,14.194,46.95,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2055,41.445,29.915,59.187,133.26,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2080,74.908,52.866,102.787,228.84,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2105,105.476,72.947,144.924,312.73,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,reserve (no harvest),2125,127.232,90.297,171.118,371.04,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2030,10.741,7.795,14.386,46.95,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2055,30.778,21.672,47.075,86.63,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2080,33.688,22.979,45.954,96.23,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2105,30.804,20.127,45.093,84.58,111 +ecoregion,"California Coastal Sage, Chaparral, and Oak Woodlands",default,managed (harvest),2125,28.095,17.704,40.593,75.73,111 +ecoregion,Canadian Rockies,default,reserve (no harvest),2030,23.586,19.111,27.39,33.72,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2055,55.505,45.965,65.119,60.08,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2080,80.795,68.68,96.094,81.6,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2105,101.627,85.991,118.459,100.22,369 +ecoregion,Canadian Rockies,default,reserve (no harvest),2125,115.218,95.338,135.581,113.0,369 +ecoregion,Canadian Rockies,default,managed (harvest),2030,23.586,19.499,28.319,33.72,369 +ecoregion,Canadian Rockies,default,managed (harvest),2055,36.581,31.162,43.157,33.23,369 +ecoregion,Canadian Rockies,default,managed (harvest),2080,32.489,26.47,38.501,28.24,369 +ecoregion,Canadian Rockies,default,managed (harvest),2105,27.219,22.888,32.868,24.21,369 +ecoregion,Canadian Rockies,default,managed (harvest),2125,23.34,19.304,27.994,21.47,369 +ecoregion,Cascades,default,reserve (no harvest),2030,81.29,64.847,96.862,30.36,821 +ecoregion,Cascades,default,reserve (no harvest),2055,295.028,234.368,371.49,91.8,821 +ecoregion,Cascades,default,reserve (no harvest),2080,525.035,437.44,675.814,157.93,821 +ecoregion,Cascades,default,reserve (no harvest),2105,718.662,573.832,874.254,214.67,821 +ecoregion,Cascades,default,reserve (no harvest),2125,839.118,624.082,1048.855,251.84,821 +ecoregion,Cascades,default,managed (harvest),2030,81.29,64.891,100.74,30.36,821 +ecoregion,Cascades,default,managed (harvest),2055,228.692,178.208,283.945,66.78,821 +ecoregion,Cascades,default,managed (harvest),2080,272.605,210.53,341.879,77.96,821 +ecoregion,Cascades,default,managed (harvest),2105,245.95,185.959,311.768,70.8,821 +ecoregion,Cascades,default,managed (harvest),2125,208.254,159.625,262.144,61.65,821 +ecoregion,Central Appalachians,default,reserve (no harvest),2030,152.575,131.951,174.843,43.17,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2055,324.849,284.141,377.377,102.02,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2080,456.512,405.282,510.221,147.51,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2105,547.776,478.58,620.584,179.59,829 +ecoregion,Central Appalachians,default,reserve (no harvest),2125,593.519,526.467,661.461,195.79,829 +ecoregion,Central Appalachians,default,managed (harvest),2030,152.575,129.302,178.045,43.17,829 +ecoregion,Central Appalachians,default,managed (harvest),2055,236.866,210.968,269.404,76.91,829 +ecoregion,Central Appalachians,default,managed (harvest),2080,232.396,206.759,260.176,77.78,829 +ecoregion,Central Appalachians,default,managed (harvest),2105,190.899,172.718,213.522,64.96,829 +ecoregion,Central Appalachians,default,managed (harvest),2125,149.779,133.011,174.068,51.22,829 +ecoregion,Central Basin and Range,default,reserve (no harvest),2030,1.312,0.706,1.871,1.18,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2055,4.28,2.263,6.746,2.95,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2080,6.922,3.271,11.045,4.55,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2105,9.633,5.291,15.229,6.02,894 +ecoregion,Central Basin and Range,default,reserve (no harvest),2125,11.72,6.479,19.616,7.07,894 +ecoregion,Central Basin and Range,default,managed (harvest),2030,1.312,0.732,1.941,1.18,894 +ecoregion,Central Basin and Range,default,managed (harvest),2055,3.625,1.78,5.91,2.22,894 +ecoregion,Central Basin and Range,default,managed (harvest),2080,4.541,2.375,7.325,2.52,894 +ecoregion,Central Basin and Range,default,managed (harvest),2105,5.127,2.579,8.304,2.6,894 +ecoregion,Central Basin and Range,default,managed (harvest),2125,5.309,2.549,8.579,2.55,894 +ecoregion,Central California Valley,default,reserve (no harvest),2030,0.045,0.045,0.045,30.78,2 +ecoregion,Central California Valley,default,reserve (no harvest),2055,0.105,0.105,0.105,69.3,2 +ecoregion,Central California Valley,default,reserve (no harvest),2080,0.177,0.177,0.177,115.81,2 +ecoregion,Central California Valley,default,reserve (no harvest),2105,0.248,0.248,0.248,166.14,2 +ecoregion,Central California Valley,default,reserve (no harvest),2125,0.311,0.311,0.311,211.32,2 +ecoregion,Central California Valley,default,managed (harvest),2030,0.045,0.045,0.045,30.78,2 +ecoregion,Central California Valley,default,managed (harvest),2055,0.06,0.06,0.06,38.73,2 +ecoregion,Central California Valley,default,managed (harvest),2080,0.073,0.073,0.073,46.77,2 +ecoregion,Central California Valley,default,managed (harvest),2105,0.071,0.071,0.071,50.66,2 +ecoregion,Central California Valley,default,managed (harvest),2125,0.077,0.077,0.077,55.59,2 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2030,12.548,7.084,20.035,51.1,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2055,27.545,16.126,42.405,112.0,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2080,39.066,23.766,59.565,152.0,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2105,45.324,24.158,70.571,177.6,42 +ecoregion,Central Corn Belt Plains,default,reserve (no harvest),2125,47.468,27.634,71.097,188.68,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2030,12.548,7.091,19.073,51.1,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2055,19.34,11.897,30.34,80.07,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2080,18.325,9.595,28.865,70.6,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2105,12.911,7.126,21.257,53.4,42 +ecoregion,Central Corn Belt Plains,default,managed (harvest),2125,8.597,4.95,13.747,38.89,42 +ecoregion,Central Great Plains,default,reserve (no harvest),2030,12.352,7.269,18.889,26.12,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2055,35.879,21.092,53.699,78.44,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2080,57.065,35.52,82.676,140.47,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2105,73.259,46.666,101.516,194.0,184 +ecoregion,Central Great Plains,default,reserve (no harvest),2125,83.842,54.428,126.627,221.68,184 +ecoregion,Central Great Plains,default,managed (harvest),2030,12.352,7.267,17.499,26.12,184 +ecoregion,Central Great Plains,default,managed (harvest),2055,26.394,16.564,40.358,59.6,184 +ecoregion,Central Great Plains,default,managed (harvest),2080,28.542,17.511,41.55,78.51,184 +ecoregion,Central Great Plains,default,managed (harvest),2105,25.136,13.529,36.496,74.94,184 +ecoregion,Central Great Plains,default,managed (harvest),2125,21.848,12.343,34.704,58.84,184 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2030,64.172,51.664,78.936,41.07,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2055,147.173,119.999,172.551,95.24,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2080,202.903,170.169,242.111,132.46,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2105,237.038,199.935,275.908,155.65,195 +ecoregion,Central Irregular Plains,default,reserve (no harvest),2125,254.015,204.587,303.202,166.07,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2030,64.172,50.847,76.324,41.07,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2055,109.248,92.741,130.923,71.38,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2080,103.435,85.785,123.807,67.85,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2105,80.214,66.673,93.775,53.01,195 +ecoregion,Central Irregular Plains,default,managed (harvest),2125,61.783,50.666,74.498,40.0,195 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2030,0.752,0.289,1.356,8.12,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2055,3.166,1.274,5.646,30.29,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2080,6.554,2.954,10.998,61.38,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2105,9.804,4.438,18.287,93.29,75 +ecoregion,Chihuahuan Desert,default,reserve (no harvest),2125,11.282,5.255,18.06,110.42,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2030,0.752,0.313,1.344,8.12,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2055,2.596,1.138,4.45,24.13,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2080,4.017,1.961,7.496,37.01,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2105,4.219,1.798,6.95,40.88,75 +ecoregion,Chihuahuan Desert,default,managed (harvest),2125,3.136,1.822,5.392,33.18,75 +ecoregion,Coast Range,default,reserve (no harvest),2030,70.557,55.695,84.985,55.04,371 +ecoregion,Coast Range,default,reserve (no harvest),2055,257.796,206.942,320.809,182.25,371 +ecoregion,Coast Range,default,reserve (no harvest),2080,430.387,355.863,516.037,294.29,371 +ecoregion,Coast Range,default,reserve (no harvest),2105,549.309,455.12,671.132,369.5,371 +ecoregion,Coast Range,default,reserve (no harvest),2125,620.258,508.95,740.905,413.82,371 +ecoregion,Coast Range,default,managed (harvest),2030,70.557,54.483,85.533,55.04,371 +ecoregion,Coast Range,default,managed (harvest),2055,193.533,151.723,234.054,131.88,371 +ecoregion,Coast Range,default,managed (harvest),2080,191.656,151.783,223.864,125.83,371 +ecoregion,Coast Range,default,managed (harvest),2105,142.51,118.169,176.681,91.13,371 +ecoregion,Coast Range,default,managed (harvest),2125,115.419,91.046,138.965,72.77,371 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2030,3.831,2.48,5.227,1.52,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2055,11.68,7.265,17.357,4.05,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2080,19.982,12.112,30.152,6.71,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2105,26.9,16.898,39.208,8.96,820 +ecoregion,Colorado Plateaus,default,reserve (no harvest),2125,31.329,18.329,44.559,10.46,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2030,3.831,2.549,5.65,1.52,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2055,9.295,5.546,13.228,3.17,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2080,11.78,6.729,17.798,3.94,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2105,11.345,7.469,18.242,3.81,820 +ecoregion,Colorado Plateaus,default,managed (harvest),2125,10.147,6.457,14.46,3.48,820 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2030,169.294,154.851,185.005,32.3,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2055,487.675,457.527,523.784,77.89,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2080,736.256,685.023,787.291,115.49,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2105,934.304,868.278,999.764,146.65,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,reserve (no harvest),2125,1060.414,958.656,1141.223,166.44,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2030,169.294,156.493,188.966,32.3,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2055,345.603,316.139,376.934,51.16,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2080,303.022,278.253,331.839,45.94,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2105,246.231,226.877,264.412,38.71,1629 +ecoregion,Columbia Mountains/Northern Rockies,default,managed (harvest),2125,206.678,189.799,226.008,32.59,1629 +ecoregion,Columbia Plateau,default,reserve (no harvest),2030,9.188,5.697,13.856,26.63,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2055,22.965,12.282,34.483,57.29,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2080,33.708,20.715,49.802,89.47,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2105,44.07,29.533,61.031,120.86,50 +ecoregion,Columbia Plateau,default,reserve (no harvest),2125,50.325,34.536,70.429,138.58,50 +ecoregion,Columbia Plateau,default,managed (harvest),2030,9.188,5.203,14.001,26.63,50 +ecoregion,Columbia Plateau,default,managed (harvest),2055,15.767,8.328,24.335,36.03,50 +ecoregion,Columbia Plateau,default,managed (harvest),2080,14.191,9.461,20.762,39.42,50 +ecoregion,Columbia Plateau,default,managed (harvest),2105,13.308,10.333,18.106,39.02,50 +ecoregion,Columbia Plateau,default,managed (harvest),2125,11.048,7.736,14.768,31.49,50 +ecoregion,Cross Timbers,default,reserve (no harvest),2030,43.001,31.316,52.199,41.8,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2055,133.363,99.606,167.428,105.13,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2080,202.592,150.499,261.275,157.76,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2105,243.218,187.844,313.914,192.76,388 +ecoregion,Cross Timbers,default,reserve (no harvest),2125,260.423,195.425,325.773,209.27,388 +ecoregion,Cross Timbers,default,managed (harvest),2030,43.001,32.13,52.657,41.8,388 +ecoregion,Cross Timbers,default,managed (harvest),2055,106.277,81.322,131.929,76.95,388 +ecoregion,Cross Timbers,default,managed (harvest),2080,109.069,80.403,139.897,77.64,388 +ecoregion,Cross Timbers,default,managed (harvest),2105,81.196,62.532,100.745,60.0,388 +ecoregion,Cross Timbers,default,managed (harvest),2125,57.561,43.943,73.235,43.92,388 +ecoregion,Driftless Area,default,reserve (no harvest),2030,64.62,57.208,73.657,48.23,393 +ecoregion,Driftless Area,default,reserve (no harvest),2055,142.359,127.993,155.333,104.98,393 +ecoregion,Driftless Area,default,reserve (no harvest),2080,197.021,177.79,220.283,145.38,393 +ecoregion,Driftless Area,default,reserve (no harvest),2105,230.981,207.054,258.982,170.89,393 +ecoregion,Driftless Area,default,reserve (no harvest),2125,249.12,221.123,274.107,184.62,393 +ecoregion,Driftless Area,default,managed (harvest),2030,64.62,56.558,73.973,48.23,393 +ecoregion,Driftless Area,default,managed (harvest),2055,118.565,103.899,132.972,87.14,393 +ecoregion,Driftless Area,default,managed (harvest),2080,129.466,112.841,148.095,95.32,393 +ecoregion,Driftless Area,default,managed (harvest),2105,115.773,102.201,130.16,85.67,393 +ecoregion,Driftless Area,default,managed (harvest),2125,99.903,87.552,111.869,74.18,393 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2030,35.671,29.555,43.872,41.19,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2055,108.937,85.701,134.208,101.53,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2080,160.261,126.729,196.366,140.28,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2105,187.094,147.923,236.811,157.86,205 +ecoregion,East Central Texas Plains,default,reserve (no harvest),2125,196.493,151.468,246.477,163.72,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2030,35.671,28.765,43.297,41.19,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2055,81.867,63.92,97.765,70.27,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2080,71.064,54.677,90.088,55.7,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2105,44.202,30.493,60.584,31.18,205 +ecoregion,East Central Texas Plains,default,managed (harvest),2125,27.457,19.392,39.432,18.92,205 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2030,40.535,34.721,47.213,30.52,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2055,112.545,99.232,130.686,74.17,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2080,170.98,144.011,196.51,112.02,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2105,207.402,175.482,237.952,137.31,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,reserve (no harvest),2125,226.006,195.758,263.284,150.16,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2030,40.535,34.814,47.29,30.52,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2055,77.386,66.22,91.101,47.89,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2080,67.922,59.351,78.159,44.29,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2105,45.11,39.228,51.852,31.31,753 +ecoregion,Eastern Cascades Slopes and Foothills,default,managed (harvest),2125,32.182,27.511,38.416,22.57,753 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2030,40.754,25.355,59.559,40.65,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2055,93.779,61.373,135.734,97.1,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2080,136.833,92.287,204.459,142.56,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2105,162.534,92.728,244.931,173.23,168 +ecoregion,Eastern Corn Belt Plains,default,reserve (no harvest),2125,175.88,109.076,261.309,188.54,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2030,40.754,22.233,59.893,40.65,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2055,63.202,38.522,86.962,68.89,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2080,59.194,34.757,86.538,67.21,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2105,40.782,23.83,60.741,52.4,168 +ecoregion,Eastern Corn Belt Plains,default,managed (harvest),2125,29.991,18.711,43.793,39.81,168 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2030,71.577,50.805,92.79,58.46,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2055,141.31,113.83,174.429,121.57,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2080,193.27,158.313,243.341,166.19,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2105,226.793,181.96,275.852,195.97,197 +ecoregion,Eastern Great Lakes Lowlands,default,reserve (no harvest),2125,243.397,195.661,299.041,211.41,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2030,71.577,54.098,95.335,58.46,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2055,112.093,93.197,138.258,97.61,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2080,118.207,96.573,150.853,102.17,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2105,103.565,82.584,126.113,90.27,197 +ecoregion,Eastern Great Lakes Lowlands,default,managed (harvest),2125,86.497,70.063,105.838,76.33,197 +ecoregion,Edwards Plateau,default,reserve (no harvest),2030,15.807,10.322,24.984,27.26,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2055,54.242,38.888,74.054,83.07,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2080,110.813,75.698,137.741,156.58,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2105,165.623,122.896,203.675,223.49,521 +ecoregion,Edwards Plateau,default,reserve (no harvest),2125,194.822,146.16,254.854,258.44,521 +ecoregion,Edwards Plateau,default,managed (harvest),2030,15.807,9.799,23.269,27.26,521 +ecoregion,Edwards Plateau,default,managed (harvest),2055,42.247,31.462,54.4,62.39,521 +ecoregion,Edwards Plateau,default,managed (harvest),2080,66.758,48.711,84.752,88.56,521 +ecoregion,Edwards Plateau,default,managed (harvest),2105,70.914,50.398,90.117,88.31,521 +ecoregion,Edwards Plateau,default,managed (harvest),2125,57.148,44.266,73.435,69.73,521 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2030,32.053,22.231,45.192,44.34,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2055,71.944,48.826,96.03,105.26,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2080,100.95,72.03,129.63,152.52,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2105,118.62,83.443,153.28,183.32,98 +ecoregion,Erie Drift Plain,default,reserve (no harvest),2125,127.305,93.108,169.019,198.31,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2030,32.053,22.362,41.574,44.34,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2055,50.904,35.73,66.019,75.68,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2080,47.408,33.259,64.569,74.19,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2105,35.534,24.35,51.229,58.4,98 +ecoregion,Erie Drift Plain,default,managed (harvest),2125,27.024,17.191,38.467,44.98,98 +ecoregion,Flint Hills,default,reserve (no harvest),2030,0.328,0.096,0.563,31.04,13 +ecoregion,Flint Hills,default,reserve (no harvest),2055,1.068,0.334,2.214,75.66,13 +ecoregion,Flint Hills,default,reserve (no harvest),2080,1.496,0.514,2.737,104.01,13 +ecoregion,Flint Hills,default,reserve (no harvest),2105,1.821,0.657,3.364,124.38,13 +ecoregion,Flint Hills,default,reserve (no harvest),2125,1.979,0.604,3.664,134.83,13 +ecoregion,Flint Hills,default,managed (harvest),2030,0.328,0.101,0.666,31.04,13 +ecoregion,Flint Hills,default,managed (harvest),2055,0.777,0.207,1.822,48.57,13 +ecoregion,Flint Hills,default,managed (harvest),2080,0.515,0.223,0.923,34.69,13 +ecoregion,Flint Hills,default,managed (harvest),2105,0.392,0.16,0.681,25.69,13 +ecoregion,Flint Hills,default,managed (harvest),2125,0.283,0.116,0.463,19.21,13 +ecoregion,High Plains,default,reserve (no harvest),2030,2.321,0.915,4.03,19.39,49 +ecoregion,High Plains,default,reserve (no harvest),2055,6.016,2.856,10.064,62.9,49 +ecoregion,High Plains,default,reserve (no harvest),2080,8.895,4.799,15.196,111.62,49 +ecoregion,High Plains,default,reserve (no harvest),2105,10.842,5.637,16.372,148.23,49 +ecoregion,High Plains,default,reserve (no harvest),2125,11.824,6.299,19.432,166.31,49 +ecoregion,High Plains,default,managed (harvest),2030,2.321,1.055,3.844,19.39,49 +ecoregion,High Plains,default,managed (harvest),2055,3.669,2.046,5.776,45.28,49 +ecoregion,High Plains,default,managed (harvest),2080,2.826,1.575,4.327,55.33,49 +ecoregion,High Plains,default,managed (harvest),2105,1.915,0.977,2.933,46.83,49 +ecoregion,High Plains,default,managed (harvest),2125,1.344,0.706,2.185,34.78,49 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2030,12.018,6.752,18.418,52.21,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2055,29.434,17.723,42.493,108.95,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2080,41.841,25.029,62.1,147.66,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2105,49.375,26.912,76.82,173.91,85 +ecoregion,Huron/Erie Lake Plains,default,reserve (no harvest),2125,54.339,27.792,83.373,187.5,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2030,12.018,6.367,20.017,52.21,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2055,24.639,14.359,36.315,87.43,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2080,27.097,15.175,40.191,90.69,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2105,23.954,12.079,36.19,80.67,85 +ecoregion,Huron/Erie Lake Plains,default,managed (harvest),2125,21.439,10.983,36.612,68.71,85 +ecoregion,Idaho Batholith,default,reserve (no harvest),2030,46.458,40.667,51.795,23.48,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2055,117.535,103.274,131.286,54.71,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2080,171.516,151.626,196.057,78.9,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2105,210.76,188.197,238.206,97.56,734 +ecoregion,Idaho Batholith,default,reserve (no harvest),2125,235.407,205.98,257.801,109.52,734 +ecoregion,Idaho Batholith,default,managed (harvest),2030,46.458,40.227,53.022,23.48,734 +ecoregion,Idaho Batholith,default,managed (harvest),2055,75.935,65.91,85.113,33.76,734 +ecoregion,Idaho Batholith,default,managed (harvest),2080,61.627,53.573,71.177,27.68,734 +ecoregion,Idaho Batholith,default,managed (harvest),2105,45.616,40.143,52.026,21.59,734 +ecoregion,Idaho Batholith,default,managed (harvest),2125,37.69,32.316,42.976,18.14,734 +ecoregion,Interior Plateau,default,reserve (no harvest),2030,250.091,214.319,287.254,45.02,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2055,522.376,447.483,584.192,102.28,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2080,729.186,637.155,826.18,146.52,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2105,860.19,755.054,963.66,174.32,896 +ecoregion,Interior Plateau,default,reserve (no harvest),2125,925.647,809.794,1028.765,188.05,896 +ecoregion,Interior Plateau,default,managed (harvest),2030,250.091,213.815,286.597,45.02,896 +ecoregion,Interior Plateau,default,managed (harvest),2055,384.104,340.583,435.447,77.14,896 +ecoregion,Interior Plateau,default,managed (harvest),2080,378.87,333.295,420.233,78.09,896 +ecoregion,Interior Plateau,default,managed (harvest),2105,302.496,267.295,347.417,62.35,896 +ecoregion,Interior Plateau,default,managed (harvest),2125,236.623,205.685,265.953,48.46,896 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2030,110.004,87.705,133.663,42.34,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2055,245.492,208.921,293.042,97.0,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2080,339.477,277.047,407.996,137.46,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2105,392.517,321.876,480.453,162.33,421 +ecoregion,Interior River Valleys and Hills,default,reserve (no harvest),2125,416.924,340.178,511.115,173.93,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2030,110.004,88.603,133.662,42.34,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2055,181.522,153.054,216.202,72.67,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2080,170.455,140.005,204.767,71.33,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2105,125.314,106.948,146.791,55.33,421 +ecoregion,Interior River Valleys and Hills,default,managed (harvest),2125,92.267,77.298,111.879,41.78,421 +ecoregion,Klamath Mountains,default,reserve (no harvest),2030,106.375,85.731,126.773,50.04,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2055,333.414,285.44,381.307,149.81,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2080,557.048,471.036,652.597,245.76,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2105,709.965,623.684,846.732,312.48,687 +ecoregion,Klamath Mountains,default,reserve (no harvest),2125,798.471,692.659,921.734,351.91,687 +ecoregion,Klamath Mountains,default,managed (harvest),2030,106.375,88.336,128.913,50.04,687 +ecoregion,Klamath Mountains,default,managed (harvest),2055,235.565,208.279,276.368,103.52,687 +ecoregion,Klamath Mountains,default,managed (harvest),2080,241.024,209.531,282.094,103.07,687 +ecoregion,Klamath Mountains,default,managed (harvest),2105,171.86,141.396,203.884,74.55,687 +ecoregion,Klamath Mountains,default,managed (harvest),2125,134.743,111.902,164.611,59.24,687 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2030,6.744,4.838,8.868,61.03,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2055,16.62,11.901,20.731,133.21,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2080,23.469,16.398,29.993,183.91,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2105,26.516,18.674,32.654,208.87,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,reserve (no harvest),2125,28.018,20.644,36.366,220.64,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2030,6.744,4.816,9.245,61.03,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2055,14.241,10.431,18.35,110.14,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2080,16.198,11.47,20.062,120.88,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2105,13.704,10.464,17.202,102.45,50 +ecoregion,Lake Manitoba and Lake Agassiz Plain,default,managed (harvest),2125,11.466,8.726,14.782,85.16,50 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2030,0.902,0.197,1.882,4.89,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2055,3.304,0.637,7.187,13.91,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2080,7.518,1.531,15.606,27.48,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2105,12.88,2.177,28.204,42.48,83 +ecoregion,Madrean Archipelago,default,reserve (no harvest),2125,16.588,2.612,35.277,51.37,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2030,0.902,0.199,1.923,4.89,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2055,2.862,0.505,6.75,11.51,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2080,5.673,1.438,10.672,19.44,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2105,8.253,1.609,17.858,24.9,83 +ecoregion,Madrean Archipelago,default,managed (harvest),2125,8.724,1.623,21.049,24.03,83 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2030,203.927,170.6,237.598,56.65,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2055,436.154,377.892,494.783,119.5,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2080,588.941,519.785,679.858,159.33,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2105,677.622,591.211,767.56,181.91,966 +ecoregion,Middle Atlantic Coastal Plain,default,reserve (no harvest),2125,720.243,627.738,819.035,192.45,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2030,203.927,171.343,231.811,56.65,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2055,320.958,276.043,370.763,87.86,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2080,292.402,253.027,336.921,78.62,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2105,216.151,186.66,245.209,57.42,966 +ecoregion,Middle Atlantic Coastal Plain,default,managed (harvest),2125,161.827,139.512,190.351,42.56,966 +ecoregion,Middle Rockies,default,reserve (no harvest),2030,174.262,154.435,195.127,28.89,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2055,343.949,314.461,371.734,54.8,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2080,510.915,475.867,541.193,79.66,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2105,665.331,628.79,702.1,101.65,2469 +ecoregion,Middle Rockies,default,reserve (no harvest),2125,772.776,721.287,826.784,116.23,2469 +ecoregion,Middle Rockies,default,managed (harvest),2030,174.262,155.491,198.682,28.89,2469 +ecoregion,Middle Rockies,default,managed (harvest),2055,181.832,170.422,192.979,28.18,2469 +ecoregion,Middle Rockies,default,managed (harvest),2080,181.486,171.658,194.851,26.71,2469 +ecoregion,Middle Rockies,default,managed (harvest),2105,171.551,160.296,183.07,23.88,2469 +ecoregion,Middle Rockies,default,managed (harvest),2125,157.058,146.609,169.381,20.99,2469 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2030,74.686,62.645,86.946,38.0,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2055,178.031,152.813,200.415,89.0,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2080,239.58,205.654,266.26,120.52,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2105,265.734,228.959,299.843,134.18,520 +ecoregion,Mississippi Alluvial Plain,default,reserve (no harvest),2125,278.702,239.619,321.92,140.64,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2030,74.686,65.721,85.224,38.0,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2055,138.463,120.038,160.757,68.71,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2080,126.676,110.244,145.558,63.63,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2105,85.806,74.09,98.761,43.44,520 +ecoregion,Mississippi Alluvial Plain,default,managed (harvest),2125,62.984,51.428,74.681,31.66,520 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2030,97.359,79.955,117.864,51.17,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2055,204.439,165.018,247.683,108.99,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2080,277.818,226.47,340.929,148.56,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2105,318.544,266.48,375.233,170.51,387 +ecoregion,Mississippi Valley Loess Plains,default,reserve (no harvest),2125,337.874,282.902,407.697,181.3,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2030,97.359,78.553,118.233,51.17,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2055,153.108,127.625,182.427,81.94,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2080,145.941,118.579,185.068,78.31,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2105,110.042,90.787,131.413,59.03,387 +ecoregion,Mississippi Valley Loess Plains,default,managed (harvest),2125,83.321,66.815,103.259,45.02,387 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2030,0.256,0.022,0.547,3.28,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2055,1.499,0.099,3.994,8.71,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2080,2.822,0.157,7.901,14.75,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2105,4.098,0.272,11.332,21.0,63 +ecoregion,Mojave Basin and Range,default,reserve (no harvest),2125,4.883,0.159,14.852,24.01,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2030,0.256,0.014,0.577,3.28,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2055,1.34,0.063,3.675,5.7,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2080,1.969,0.077,5.674,7.24,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2105,2.244,0.138,6.235,8.01,63 +ecoregion,Mojave Basin and Range,default,managed (harvest),2125,2.124,0.085,5.946,6.27,63 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2030,0.451,0.206,0.881,16.69,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2055,1.381,0.614,2.111,46.06,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2080,2.346,0.876,3.887,73.98,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2105,3.231,1.176,5.363,99.26,5 +ecoregion,Nebraska Sand Hills,default,reserve (no harvest),2125,3.881,1.16,6.935,116.54,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2030,0.451,0.174,0.889,16.69,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2055,0.913,0.42,1.475,28.73,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2080,0.93,0.242,1.861,26.82,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2105,0.849,0.21,1.769,24.25,5 +ecoregion,Nebraska Sand Hills,default,managed (harvest),2125,0.794,0.137,1.844,21.39,5 +ecoregion,North Cascades,default,reserve (no harvest),2030,29.225,23.114,36.781,30.94,389 +ecoregion,North Cascades,default,reserve (no harvest),2055,79.0,61.869,97.178,73.35,389 +ecoregion,North Cascades,default,reserve (no harvest),2080,127.448,103.73,156.865,115.02,389 +ecoregion,North Cascades,default,reserve (no harvest),2105,165.782,130.616,198.843,147.89,389 +ecoregion,North Cascades,default,reserve (no harvest),2125,189.196,152.896,231.588,167.05,389 +ecoregion,North Cascades,default,managed (harvest),2030,29.225,23.652,36.32,30.94,389 +ecoregion,North Cascades,default,managed (harvest),2055,57.122,46.796,69.531,50.18,389 +ecoregion,North Cascades,default,managed (harvest),2080,62.808,51.377,76.351,54.3,389 +ecoregion,North Cascades,default,managed (harvest),2105,54.216,43.859,65.823,46.53,389 +ecoregion,North Cascades,default,managed (harvest),2125,45.229,35.852,56.516,37.85,389 +ecoregion,North Central Appalachians,default,reserve (no harvest),2030,111.254,91.867,131.659,51.7,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2055,252.237,215.621,292.764,114.75,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2080,360.248,304.837,422.596,164.04,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2105,444.538,373.808,510.73,202.11,490 +ecoregion,North Central Appalachians,default,reserve (no harvest),2125,487.516,396.662,565.526,221.78,490 +ecoregion,North Central Appalachians,default,managed (harvest),2030,111.254,91.17,130.248,51.7,490 +ecoregion,North Central Appalachians,default,managed (harvest),2055,195.328,161.815,229.826,87.69,490 +ecoregion,North Central Appalachians,default,managed (harvest),2080,203.119,166.297,236.386,91.28,490 +ecoregion,North Central Appalachians,default,managed (harvest),2105,183.428,152.178,215.614,81.89,490 +ecoregion,North Central Appalachians,default,managed (harvest),2125,151.517,123.365,180.883,67.55,490 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2030,129.386,116.929,143.544,54.27,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2055,272.245,247.84,296.251,112.73,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2080,374.326,341.45,416.078,154.24,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2105,442.363,403.4,482.036,182.39,737 +ecoregion,North Central Hardwood Forests,default,reserve (no harvest),2125,477.294,434.997,520.887,196.93,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2030,129.386,116.012,143.015,54.27,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2055,225.591,205.813,247.409,93.05,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2080,246.33,223.441,275.358,100.83,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2105,225.441,206.118,247.448,92.42,737 +ecoregion,North Central Hardwood Forests,default,managed (harvest),2125,195.256,176.561,214.554,80.15,737 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2030,57.79,49.02,66.403,41.49,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2055,144.085,124.626,162.364,102.52,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2080,204.526,176.827,229.136,145.11,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2105,244.025,209.503,275.175,173.62,301 +ecoregion,Northeastern Coastal Zone,default,reserve (no harvest),2125,263.352,226.238,294.913,187.47,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2030,57.79,48.901,66.47,41.49,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2055,117.36,102.367,132.207,82.81,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2080,124.44,106.568,141.24,86.58,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2105,107.789,92.624,122.25,74.89,301 +ecoregion,Northeastern Coastal Zone,default,managed (harvest),2125,88.438,77.384,102.059,61.19,301 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2030,57.193,45.071,69.014,48.48,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2055,134.129,108.201,162.999,104.93,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2080,188.821,155.01,230.857,148.37,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2105,228.149,183.974,280.33,181.25,312 +ecoregion,Northern Allegheny Plateau,default,reserve (no harvest),2125,248.098,191.892,306.503,197.97,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2030,57.193,46.532,72.438,48.48,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2055,107.846,87.386,137.873,83.56,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2080,113.772,92.088,133.623,90.61,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2105,102.007,81.159,122.294,84.2,312 +ecoregion,Northern Allegheny Plateau,default,managed (harvest),2125,85.548,66.637,102.849,71.78,312 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2030,675.81,632.45,720.617,71.54,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2055,1361.978,1270.915,1450.228,143.16,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2080,1868.871,1747.865,1975.355,197.33,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2105,2233.495,2117.17,2374.245,237.1,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,reserve (no harvest),2125,2408.347,2281.339,2546.823,255.86,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2030,675.81,630.497,721.736,71.54,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2055,1047.15,991.389,1105.986,110.14,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2080,1076.495,1018.727,1130.877,114.62,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2105,956.719,896.94,1017.984,103.41,2903 +ecoregion,Northern Appalachian and Atlantic Maritime Highlands,default,managed (harvest),2125,791.375,752.538,832.101,85.86,2903 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2030,5.996,3.496,8.567,15.94,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2055,14.03,9.254,19.113,37.39,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2080,20.704,14.977,29.464,54.07,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2105,26.246,17.74,38.104,66.63,164 +ecoregion,Northern Basin and Range,default,reserve (no harvest),2125,29.733,20.473,40.51,74.09,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2030,5.996,3.652,8.967,15.94,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2055,8.915,6.488,12.22,24.67,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2080,8.082,5.642,11.145,21.26,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2105,6.997,4.43,10.221,16.81,164 +ecoregion,Northern Basin and Range,default,managed (harvest),2125,6.038,3.85,8.485,13.8,164 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2030,822.615,779.914,877.382,60.94,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2055,1624.02,1552.498,1705.505,120.94,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2080,2212.707,2100.359,2315.792,165.57,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2105,2614.836,2505.816,2736.853,197.24,5675 +ecoregion,Northern Lakes and Forests,default,reserve (no harvest),2125,2825.474,2688.867,2964.004,213.82,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2030,822.615,781.507,867.812,60.94,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2055,1326.951,1271.895,1399.405,98.53,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2080,1437.033,1375.872,1510.085,106.9,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2105,1320.983,1260.314,1390.937,99.24,5675 +ecoregion,Northern Lakes and Forests,default,managed (harvest),2125,1150.403,1100.38,1196.261,86.61,5675 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2030,120.786,97.93,143.713,84.31,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2055,205.351,171.753,232.027,145.61,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2080,273.732,229.992,320.2,193.87,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2105,317.219,266.114,366.371,225.23,418 +ecoregion,Northern Minnesota Wetlands,default,reserve (no harvest),2125,338.581,291.825,399.279,241.24,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2030,120.786,102.357,143.383,84.31,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2055,165.518,142.012,190.267,117.8,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2080,179.314,154.556,208.174,127.21,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2105,163.665,137.192,187.56,116.63,418 +ecoregion,Northern Minnesota Wetlands,default,managed (harvest),2125,141.848,122.554,165.801,101.87,418 +ecoregion,Northern Piedmont,default,reserve (no harvest),2030,33.482,17.075,63.73,40.39,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2055,68.363,38.039,122.21,96.29,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2080,90.715,54.747,138.706,136.69,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2105,102.542,60.121,157.247,160.65,124 +ecoregion,Northern Piedmont,default,reserve (no harvest),2125,108.522,68.839,171.037,171.71,124 +ecoregion,Northern Piedmont,default,managed (harvest),2030,33.482,15.739,59.106,40.39,124 +ecoregion,Northern Piedmont,default,managed (harvest),2055,51.604,31.07,81.983,75.69,124 +ecoregion,Northern Piedmont,default,managed (harvest),2080,47.816,30.303,72.687,77.21,124 +ecoregion,Northern Piedmont,default,managed (harvest),2105,35.353,22.932,52.61,61.58,124 +ecoregion,Northern Piedmont,default,managed (harvest),2125,26.956,18.491,36.656,47.43,124 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2030,1.418,0.564,2.445,23.3,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2055,3.157,1.298,4.954,41.08,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2080,4.954,2.176,8.076,59.14,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2105,6.941,3.528,10.697,80.55,18 +ecoregion,Northwestern Glaciated Plains,default,reserve (no harvest),2125,8.506,3.05,13.48,98.14,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2030,1.418,0.59,2.532,23.3,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2055,1.808,0.63,2.946,20.81,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2080,1.955,0.749,3.727,20.75,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2105,2.223,0.709,3.676,24.39,18 +ecoregion,Northwestern Glaciated Plains,default,managed (harvest),2125,2.227,0.764,3.859,25.33,18 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2030,10.687,8.253,12.714,12.14,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2055,40.232,31.012,54.112,32.07,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2080,77.026,56.415,106.267,53.35,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2105,115.043,80.344,157.561,73.14,337 +ecoregion,Northwestern Great Plains,default,reserve (no harvest),2125,144.529,98.786,215.391,87.46,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2030,10.687,8.364,12.979,12.14,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2055,31.445,21.796,41.442,21.93,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2080,42.882,27.252,62.73,25.11,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2105,46.944,30.682,69.77,24.36,337 +ecoregion,Northwestern Great Plains,default,managed (harvest),2125,47.222,31.532,71.45,22.84,337 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2030,79.286,68.778,92.403,43.63,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2055,183.616,157.761,207.455,99.89,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2080,256.896,225.246,288.382,139.46,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2105,302.37,258.854,338.198,164.08,422 +ecoregion,Ouachita Mountains,default,reserve (no harvest),2125,323.146,280.208,370.202,175.62,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2030,79.286,68.342,88.522,43.63,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2055,142.017,125.519,162.012,77.03,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2080,141.115,119.142,162.496,76.35,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2105,113.051,97.06,129.544,61.14,422 +ecoregion,Ouachita Mountains,default,managed (harvest),2125,86.823,74.797,101.303,47.21,422 +ecoregion,Ozark Highlands,default,reserve (no harvest),2030,292.482,272.182,318.352,49.96,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2055,605.24,563.609,649.868,104.83,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2080,844.444,797.195,913.256,146.12,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2105,1008.833,948.248,1094.56,174.4,1503 +ecoregion,Ozark Highlands,default,reserve (no harvest),2125,1093.631,1018.987,1178.895,189.03,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2030,292.482,267.14,323.16,49.96,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2055,454.031,427.635,489.743,78.98,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2080,458.587,429.346,491.575,79.42,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2105,385.883,356.472,421.47,66.62,1503 +ecoregion,Ozark Highlands,default,managed (harvest),2125,311.032,290.229,339.09,53.68,1503 +ecoregion,Piedmont,default,reserve (no harvest),2030,349.385,302.421,391.622,53.9,1540 +ecoregion,Piedmont,default,reserve (no harvest),2055,694.841,615.073,769.063,108.04,1540 +ecoregion,Piedmont,default,reserve (no harvest),2080,932.994,837.382,1049.991,145.34,1540 +ecoregion,Piedmont,default,reserve (no harvest),2105,1082.675,979.241,1193.309,168.32,1540 +ecoregion,Piedmont,default,reserve (no harvest),2125,1161.517,1028.453,1291.905,180.29,1540 +ecoregion,Piedmont,default,managed (harvest),2030,349.385,310.314,396.673,53.9,1540 +ecoregion,Piedmont,default,managed (harvest),2055,501.254,455.247,564.101,77.69,1540 +ecoregion,Piedmont,default,managed (harvest),2080,461.108,411.608,517.459,71.23,1540 +ecoregion,Piedmont,default,managed (harvest),2105,356.01,319.287,399.129,54.32,1540 +ecoregion,Piedmont,default,managed (harvest),2125,278.655,241.844,318.193,42.2,1540 +ecoregion,Ridge and Valley,default,reserve (no harvest),2030,257.397,232.273,284.808,42.79,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2055,548.066,495.53,599.936,98.67,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2080,754.496,686.389,820.664,139.53,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2105,887.515,810.913,970.369,166.07,1311 +ecoregion,Ridge and Valley,default,reserve (no harvest),2125,952.033,869.613,1036.925,179.04,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2030,257.397,225.044,284.653,42.79,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2055,409.01,377.398,457.586,75.47,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2080,395.139,357.2,434.095,75.54,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2105,316.626,290.147,346.493,61.49,1311 +ecoregion,Ridge and Valley,default,managed (harvest),2125,246.212,223.413,266.907,48.13,1311 +ecoregion,Sierra Nevada,default,reserve (no harvest),2030,38.247,32.812,44.359,28.64,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2055,158.7,139.478,181.569,100.88,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2080,302.3,259.639,351.275,184.12,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2105,419.951,366.434,492.302,253.56,516 +ecoregion,Sierra Nevada,default,reserve (no harvest),2125,492.585,429.2,560.512,297.37,516 +ecoregion,Sierra Nevada,default,managed (harvest),2030,38.247,32.441,44.537,28.64,516 +ecoregion,Sierra Nevada,default,managed (harvest),2055,120.951,104.206,138.266,72.71,516 +ecoregion,Sierra Nevada,default,managed (harvest),2080,145.521,121.557,166.91,84.64,516 +ecoregion,Sierra Nevada,default,managed (harvest),2105,120.464,105.238,137.995,71.34,516 +ecoregion,Sierra Nevada,default,managed (harvest),2125,99.077,85.25,116.223,59.58,516 +ecoregion,Snake River Plain,default,reserve (no harvest),2030,0.25,0.111,0.41,25.24,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2055,0.752,0.221,1.461,51.87,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2080,1.131,0.304,2.179,72.45,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2105,1.437,0.408,2.714,88.87,15 +ecoregion,Snake River Plain,default,reserve (no harvest),2125,1.678,0.418,3.711,100.15,15 +ecoregion,Snake River Plain,default,managed (harvest),2030,0.25,0.104,0.417,25.24,15 +ecoregion,Snake River Plain,default,managed (harvest),2055,0.52,0.124,1.132,28.61,15 +ecoregion,Snake River Plain,default,managed (harvest),2080,0.418,0.097,0.887,22.52,15 +ecoregion,Snake River Plain,default,managed (harvest),2105,0.34,0.083,0.673,17.79,15 +ecoregion,Snake River Plain,default,managed (harvest),2125,0.331,0.034,0.78,15.76,15 +ecoregion,Sonoran Desert,default,reserve (no harvest),2030,0.013,0.0,0.039,3.02,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2055,0.066,0.0,0.197,15.39,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2080,0.18,0.0,0.54,42.2,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2105,0.324,0.0,0.971,75.84,3 +ecoregion,Sonoran Desert,default,reserve (no harvest),2125,0.383,0.0,0.766,89.78,3 +ecoregion,Sonoran Desert,default,managed (harvest),2030,0.013,0.0,0.039,3.02,3 +ecoregion,Sonoran Desert,default,managed (harvest),2055,0.053,0.0,0.159,12.39,3 +ecoregion,Sonoran Desert,default,managed (harvest),2080,0.115,0.0,0.344,26.9,3 +ecoregion,Sonoran Desert,default,managed (harvest),2105,0.144,0.0,0.433,33.83,3 +ecoregion,Sonoran Desert,default,managed (harvest),2125,0.089,0.0,0.267,20.89,3 +ecoregion,South Central Plains,default,reserve (no harvest),2030,420.619,375.682,464.375,44.59,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2055,918.481,833.062,993.254,99.06,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2080,1224.927,1132.539,1349.057,132.82,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2105,1374.789,1263.973,1504.831,149.67,1911 +ecoregion,South Central Plains,default,reserve (no harvest),2125,1440.231,1337.661,1546.986,157.18,1911 +ecoregion,South Central Plains,default,managed (harvest),2030,420.619,382.749,468.426,44.59,1911 +ecoregion,South Central Plains,default,managed (harvest),2055,653.801,592.435,713.561,71.02,1911 +ecoregion,South Central Plains,default,managed (harvest),2080,554.282,509.139,595.07,60.63,1911 +ecoregion,South Central Plains,default,managed (harvest),2105,365.867,337.465,396.802,40.42,1911 +ecoregion,South Central Plains,default,managed (harvest),2125,258.431,233.564,280.209,28.61,1911 +ecoregion,Southeastern Plains,default,reserve (no harvest),2030,1048.687,976.259,1113.023,50.83,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2055,2111.087,1985.449,2255.715,104.5,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2080,2806.214,2648.273,3000.512,140.21,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2105,3187.043,2977.676,3359.903,159.88,3519 +ecoregion,Southeastern Plains,default,reserve (no harvest),2125,3369.989,3140.76,3556.132,169.49,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2030,1048.687,975.698,1130.248,50.83,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2055,1510.977,1429.648,1605.512,75.14,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2080,1344.977,1262.807,1422.777,67.61,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2105,966.12,905.452,1032.171,48.78,3519 +ecoregion,Southeastern Plains,default,managed (harvest),2125,718.179,663.742,772.454,36.51,3519 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2030,21.719,15.219,30.169,45.31,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2055,50.768,35.29,64.786,101.13,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2080,70.114,53.181,89.971,138.88,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2105,81.608,62.234,106.621,162.51,103 +ecoregion,Southeastern Wisconsin Till Plains,default,reserve (no harvest),2125,87.684,67.093,110.01,175.49,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2030,21.719,14.842,28.708,45.31,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2055,42.501,31.974,54.378,84.18,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2080,45.793,35.435,59.177,90.51,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2105,40.068,29.849,48.607,80.49,103 +ecoregion,Southeastern Wisconsin Till Plains,default,managed (harvest),2125,34.136,26.017,43.094,69.6,103 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2030,249.922,205.858,297.849,49.8,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2055,554.148,474.373,634.997,112.26,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2080,724.686,601.362,823.836,148.67,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2105,800.361,690.612,905.394,165.53,1099 +ecoregion,Southern Coastal Plain,default,reserve (no harvest),2125,829.066,728.45,954.743,171.98,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2030,249.922,208.608,296.524,49.8,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2055,357.73,315.288,408.596,73.5,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2080,247.757,220.601,285.255,52.99,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2105,135.414,116.139,154.997,30.29,1099 +ecoregion,Southern Coastal Plain,default,managed (harvest),2125,88.386,72.975,102.492,19.83,1099 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2030,23.305,14.748,35.966,57.8,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2055,47.603,31.196,67.516,121.82,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2080,54.59,36.022,74.235,140.62,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2105,52.807,32.584,75.437,139.19,63 +ecoregion,Southern Florida Coastal Plain,default,reserve (no harvest),2125,50.934,31.052,72.651,134.2,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2030,23.305,15.373,33.145,57.8,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2055,27.351,17.569,38.388,71.6,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2080,10.758,6.149,15.862,28.73,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2105,2.934,1.068,5.319,9.76,63 +ecoregion,Southern Florida Coastal Plain,default,managed (harvest),2125,1.465,0.461,2.769,5.0,63 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2030,28.753,18.739,44.754,43.4,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2055,68.97,42.055,98.47,100.84,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2080,97.58,63.92,139.968,142.31,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2105,115.122,74.1,163.585,169.85,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,reserve (no harvest),2125,123.625,82.661,175.779,183.47,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2030,28.753,16.7,42.517,43.4,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2055,54.948,39.432,74.504,83.1,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2080,58.947,41.682,83.759,90.98,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2105,50.659,36.005,70.744,82.01,242 +ecoregion,Southern Michigan/Northern Indiana Drift Plains,default,managed (harvest),2125,41.679,28.868,52.41,69.47,242 +ecoregion,Southern Rockies,default,reserve (no harvest),2030,173.228,152.845,200.468,24.11,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2055,392.9,363.304,424.845,53.93,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2080,607.399,555.882,650.797,83.22,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2105,773.51,716.938,841.82,105.75,2170 +ecoregion,Southern Rockies,default,reserve (no harvest),2125,857.0,782.922,927.787,116.95,2170 +ecoregion,Southern Rockies,default,managed (harvest),2030,173.228,151.694,198.646,24.11,2170 +ecoregion,Southern Rockies,default,managed (harvest),2055,248.357,230.247,268.822,34.08,2170 +ecoregion,Southern Rockies,default,managed (harvest),2080,265.971,246.101,287.456,36.36,2170 +ecoregion,Southern Rockies,default,managed (harvest),2105,226.108,208.138,245.435,30.7,2170 +ecoregion,Southern Rockies,default,managed (harvest),2125,172.21,157.983,188.168,23.23,2170 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2030,1.199,0.36,2.335,28.29,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2055,4.886,1.47,8.608,100.17,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2080,9.784,3.323,17.331,186.13,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2105,13.45,4.542,23.773,253.9,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,reserve (no harvest),2125,15.014,4.243,26.817,287.12,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2030,1.199,0.413,2.238,28.29,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2055,3.976,0.622,6.955,78.7,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2080,5.857,1.595,10.609,104.93,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2105,5.077,1.604,8.671,93.08,10 +ecoregion,Southern Texas Plains/Interior Plains and Hills with Xerophytic Shrub and Oak Forest,default,managed (harvest),2125,3.559,1.287,6.988,69.78,10 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2030,0.198,0.068,0.405,13.59,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2055,1.065,0.273,2.116,37.58,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2080,1.839,0.504,3.794,60.33,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2105,2.441,0.566,5.029,81.74,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,reserve (no harvest),2125,2.824,0.67,5.641,97.56,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2030,0.198,0.06,0.429,13.59,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2055,0.87,0.147,1.684,24.51,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2080,0.78,0.13,1.585,22.92,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2105,0.608,0.149,1.306,21.57,28 +ecoregion,Southern and Baja California Pine-Oak Mountains,default,managed (harvest),2125,0.508,0.12,0.987,20.26,28 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2030,126.541,105.71,151.625,56.39,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2055,244.848,210.423,294.348,113.48,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2080,333.876,268.875,390.55,154.9,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2105,389.502,327.456,461.497,180.62,438 +ecoregion,Southwestern Appalachians,default,reserve (no harvest),2125,418.91,347.752,507.923,193.68,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2030,126.541,106.484,152.139,56.39,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2055,179.623,153.258,211.902,84.28,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2080,176.365,143.812,202.507,82.24,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2105,141.855,117.645,171.715,65.76,438 +ecoregion,Southwestern Appalachians,default,managed (harvest),2125,113.641,90.124,136.239,52.0,438 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2030,1.577,0.735,2.822,4.99,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2055,4.529,2.377,7.01,15.81,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2080,7.555,3.492,11.54,29.37,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2105,9.786,5.629,14.78,40.65,208 +ecoregion,Southwestern Tablelands,default,reserve (no harvest),2125,10.891,5.373,17.829,46.55,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2030,1.577,0.736,2.592,4.99,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2055,3.298,1.745,5.454,12.02,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2080,3.863,1.96,5.718,16.6,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2105,3.307,1.627,5.061,15.62,208 +ecoregion,Southwestern Tablelands,default,managed (harvest),2125,2.539,1.346,4.13,12.36,208 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2030,15.561,5.261,27.903,64.61,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2055,51.306,19.035,103.844,199.72,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2080,80.861,36.299,151.41,327.79,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2105,99.245,44.908,169.961,413.05,28 +ecoregion,Strait of Georgia/Puget Lowland,default,reserve (no harvest),2125,107.944,50.837,186.321,452.23,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2030,15.561,6.822,26.175,64.61,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2055,39.657,14.732,70.645,151.35,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2080,39.525,15.197,67.029,166.12,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2105,28.321,14.438,46.044,127.03,28 +ecoregion,Strait of Georgia/Puget Lowland,default,managed (harvest),2125,20.059,9.218,32.563,90.14,28 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2030,6.551,4.514,9.11,41.81,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2055,18.16,13.031,24.61,95.22,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2080,26.812,17.415,38.162,129.26,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2105,31.872,21.044,46.961,143.98,51 +ecoregion,Texas Blackland Prairies,default,reserve (no harvest),2125,33.598,20.21,46.21,148.96,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2030,6.551,4.69,8.92,41.81,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2055,13.189,7.987,18.135,63.48,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2080,11.832,7.168,17.019,49.35,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2105,7.914,3.682,14.184,26.85,51 +ecoregion,Texas Blackland Prairies,default,managed (harvest),2125,4.854,2.286,8.467,15.77,51 +ecoregion,Unknown,default,reserve (no harvest),2030,1141.974,1066.922,1243.89,49.87,4824 +ecoregion,Unknown,default,reserve (no harvest),2055,2407.938,2242.437,2586.653,109.38,4824 +ecoregion,Unknown,default,reserve (no harvest),2080,3373.013,3148.728,3626.421,156.19,4824 +ecoregion,Unknown,default,reserve (no harvest),2105,4028.151,3751.14,4356.951,188.46,4824 +ecoregion,Unknown,default,reserve (no harvest),2125,4384.149,4097.101,4695.626,206.11,4824 +ecoregion,Unknown,default,managed (harvest),2030,1141.974,1068.047,1238.199,49.87,4824 +ecoregion,Unknown,default,managed (harvest),2055,1722.219,1618.635,1872.459,78.77,4824 +ecoregion,Unknown,default,managed (harvest),2080,1638.519,1553.004,1749.11,77.63,4824 +ecoregion,Unknown,default,managed (harvest),2105,1302.24,1218.053,1400.368,62.96,4824 +ecoregion,Unknown,default,managed (harvest),2125,1033.912,970.084,1112.901,50.42,4824 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2030,30.716,25.472,38.416,17.14,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2055,58.789,51.198,67.515,31.91,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2080,85.34,75.041,95.042,45.74,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2105,109.606,95.728,123.507,57.84,619 +ecoregion,Wasatch and Uinta Mountains,default,reserve (no harvest),2125,127.053,111.459,144.107,66.18,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2030,30.716,25.932,36.583,17.14,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2055,42.968,37.043,49.332,22.96,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2080,47.469,41.502,53.494,24.88,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2105,47.352,41.154,53.243,24.08,619 +ecoregion,Wasatch and Uinta Mountains,default,managed (harvest),2125,45.374,40.196,51.292,22.48,619 +ecoregion,Water,default,reserve (no harvest),2030,17.695,14.258,21.001,63.6,172 +ecoregion,Water,default,reserve (no harvest),2055,32.544,26.309,38.51,116.7,172 +ecoregion,Water,default,reserve (no harvest),2080,43.368,35.135,52.344,154.34,172 +ecoregion,Water,default,reserve (no harvest),2105,51.588,43.309,61.9,182.7,172 +ecoregion,Water,default,reserve (no harvest),2125,56.079,45.608,69.688,198.84,172 +ecoregion,Water,default,managed (harvest),2030,17.695,14.772,21.831,63.6,172 +ecoregion,Water,default,managed (harvest),2055,25.904,22.297,30.566,92.55,172 +ecoregion,Water,default,managed (harvest),2080,27.011,21.84,32.252,95.07,172 +ecoregion,Water,default,managed (harvest),2105,25.113,21.022,29.967,87.4,172 +ecoregion,Water,default,managed (harvest),2125,22.075,17.967,26.493,77.04,172 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2030,189.95,162.7,229.298,42.81,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2055,414.832,366.025,487.345,100.33,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2080,581.155,502.773,677.476,144.12,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2105,696.821,598.764,802.167,174.57,689 +ecoregion,Western Allegheny Plateau,default,reserve (no harvest),2125,758.672,646.772,875.681,190.18,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2030,189.95,158.9,221.47,42.81,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2055,287.124,252.667,323.461,72.18,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2080,262.359,231.254,298.397,68.74,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2105,205.585,178.313,239.111,54.77,689 +ecoregion,Western Allegheny Plateau,default,managed (harvest),2125,160.288,135.621,182.424,42.33,689 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2030,20.864,13.886,29.345,40.36,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2055,46.339,34.909,59.643,91.11,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2080,64.522,48.664,83.235,126.06,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2105,75.317,58.307,94.506,147.08,95 +ecoregion,Western Corn Belt Plains,default,reserve (no harvest),2125,80.165,61.829,104.167,156.85,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2030,20.864,13.907,29.66,40.36,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2055,35.847,27.319,46.099,70.11,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2080,35.153,26.677,44.798,68.09,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2105,27.467,20.794,34.206,53.64,95 +ecoregion,Western Corn Belt Plains,default,managed (harvest),2125,20.91,16.125,27.042,41.69,95 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2030,11.742,5.594,18.386,49.42,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2055,25.946,15.36,41.044,103.23,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2080,34.174,16.501,55.965,137.41,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2105,37.429,21.026,55.719,152.09,62 +ecoregion,Western Gulf Coastal Plain,default,reserve (no harvest),2125,38.426,20.677,56.377,157.61,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2030,11.742,6.541,18.524,49.42,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2055,17.932,10.154,26.559,71.16,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2080,14.096,8.767,21.22,58.64,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2105,7.852,4.799,11.428,34.63,62 +ecoregion,Western Gulf Coastal Plain,default,managed (harvest),2125,4.632,2.779,6.554,22.03,62 +ecoregion,Willamette Valley,default,reserve (no harvest),2030,1.707,0.457,3.707,54.57,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2055,7.381,1.451,16.746,191.48,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2080,11.4,2.331,26.419,286.03,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2105,13.41,3.044,29.707,335.47,7 +ecoregion,Willamette Valley,default,reserve (no harvest),2125,14.152,3.1,30.846,361.12,7 +ecoregion,Willamette Valley,default,managed (harvest),2030,1.707,0.426,3.664,54.57,7 +ecoregion,Willamette Valley,default,managed (harvest),2055,6.028,1.221,13.799,146.2,7 +ecoregion,Willamette Valley,default,managed (harvest),2080,5.322,0.869,12.633,121.24,7 +ecoregion,Willamette Valley,default,managed (harvest),2105,3.204,0.515,7.793,72.39,7 +ecoregion,Willamette Valley,default,managed (harvest),2125,1.96,0.486,4.181,51.13,7 +ecoregion,Wyoming Basin,default,reserve (no harvest),2030,6.264,3.83,9.883,18.27,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2055,15.27,8.554,23.535,39.7,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2080,22.816,11.962,38.826,58.2,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2105,27.44,14.556,42.621,73.16,139 +ecoregion,Wyoming Basin,default,reserve (no harvest),2125,30.369,16.767,45.828,82.27,139 +ecoregion,Wyoming Basin,default,managed (harvest),2030,6.264,3.64,9.307,18.27,139 +ecoregion,Wyoming Basin,default,managed (harvest),2055,8.911,4.176,14.437,20.89,139 +ecoregion,Wyoming Basin,default,managed (harvest),2080,7.25,3.733,12.721,17.87,139 +ecoregion,Wyoming Basin,default,managed (harvest),2105,4.394,2.91,6.318,14.45,139 +ecoregion,Wyoming Basin,default,managed (harvest),2125,3.711,2.445,5.448,11.66,139 +state,AL,default,reserve (no harvest),2030,507.389,460.967,557.753,53.74,1892 +state,AL,default,reserve (no harvest),2055,999.514,929.319,1093.196,108.4,1892 +state,AL,default,reserve (no harvest),2080,1327.473,1225.021,1430.639,144.69,1892 +state,AL,default,reserve (no harvest),2105,1514.57,1402.695,1645.412,165.43,1892 +state,AL,default,reserve (no harvest),2125,1603.01,1468.663,1724.95,175.28,1892 +state,AL,default,managed (harvest),2030,507.389,466.289,563.206,53.74,1892 +state,AL,default,managed (harvest),2055,723.945,676.289,779.125,79.21,1892 +state,AL,default,managed (harvest),2080,658.753,612.623,706.387,72.49,1892 +state,AL,default,managed (harvest),2105,488.083,447.024,532.83,53.86,1892 +state,AL,default,managed (harvest),2125,364.89,333.166,400.842,40.37,1892 +state,AR,default,reserve (no harvest),2030,305.473,274.56,339.595,45.01,1430 +state,AR,default,reserve (no harvest),2055,680.646,626.663,746.776,101.92,1430 +state,AR,default,reserve (no harvest),2080,923.278,841.022,1007.592,139.0,1430 +state,AR,default,reserve (no harvest),2105,1060.77,975.804,1151.35,159.86,1430 +state,AR,default,reserve (no harvest),2125,1123.551,1033.866,1209.438,169.54,1430 +state,AR,default,managed (harvest),2030,305.473,276.44,333.786,45.01,1430 +state,AR,default,managed (harvest),2055,531.212,481.134,578.074,79.9,1430 +state,AR,default,managed (harvest),2080,513.979,477.333,555.05,77.89,1430 +state,AR,default,managed (harvest),2105,400.302,365.021,431.651,60.66,1430 +state,AR,default,managed (harvest),2125,306.879,283.518,329.165,46.62,1430 +state,AZ,default,reserve (no harvest),2030,21.441,16.247,26.228,4.95,1140 +state,AZ,default,reserve (no harvest),2055,56.459,44.126,70.71,12.43,1140 +state,AZ,default,reserve (no harvest),2080,95.159,69.017,123.763,19.93,1140 +state,AZ,default,reserve (no harvest),2105,133.673,94.847,176.786,26.22,1140 +state,AZ,default,reserve (no harvest),2125,158.583,103.13,230.717,29.43,1140 +state,AZ,default,managed (harvest),2030,21.441,16.844,26.708,4.95,1140 +state,AZ,default,managed (harvest),2055,45.947,35.12,58.975,10.01,1140 +state,AZ,default,managed (harvest),2080,62.139,45.374,84.578,12.61,1140 +state,AZ,default,managed (harvest),2105,70.227,44.353,110.827,12.73,1140 +state,AZ,default,managed (harvest),2125,67.619,38.383,115.6,10.96,1140 +state,CA,default,reserve (no harvest),2030,177.602,156.657,200.234,42.47,1657 +state,CA,default,reserve (no harvest),2055,638.407,571.071,709.547,127.74,1657 +state,CA,default,reserve (no harvest),2080,1104.459,981.912,1215.311,213.14,1657 +state,CA,default,reserve (no harvest),2105,1457.565,1306.347,1629.671,278.91,1657 +state,CA,default,reserve (no harvest),2125,1681.944,1522.315,1864.994,321.07,1657 +state,CA,default,managed (harvest),2030,177.602,156.317,199.791,42.47,1657 +state,CA,default,managed (harvest),2055,462.029,412.81,510.629,85.57,1657 +state,CA,default,managed (harvest),2080,469.433,417.537,530.494,86.02,1657 +state,CA,default,managed (harvest),2105,357.707,316.141,404.438,66.64,1657 +state,CA,default,managed (harvest),2125,299.448,257.355,338.185,56.09,1657 +state,CO,default,reserve (no harvest),2030,126.718,114.205,140.428,20.72,1861 +state,CO,default,reserve (no harvest),2055,293.652,269.478,319.973,46.78,1861 +state,CO,default,reserve (no harvest),2080,458.058,415.855,495.109,72.64,1861 +state,CO,default,reserve (no harvest),2105,585.698,543.933,627.334,92.51,1861 +state,CO,default,reserve (no harvest),2125,649.303,598.286,702.886,102.37,1861 +state,CO,default,managed (harvest),2030,126.718,114.678,137.768,20.72,1861 +state,CO,default,managed (harvest),2055,188.479,174.021,202.787,29.58,1861 +state,CO,default,managed (harvest),2080,196.458,180.857,210.635,30.89,1861 +state,CO,default,managed (harvest),2105,161.063,149.08,174.428,25.13,1861 +state,CO,default,managed (harvest),2125,117.755,107.034,128.545,18.33,1861 +state,CT,default,reserve (no harvest),2030,17.651,13.192,22.403,39.85,106 +state,CT,default,reserve (no harvest),2055,47.496,34.013,62.622,98.16,106 +state,CT,default,reserve (no harvest),2080,66.718,51.925,89.229,140.51,106 +state,CT,default,reserve (no harvest),2105,80.263,62.687,103.983,170.26,106 +state,CT,default,reserve (no harvest),2125,87.348,68.976,111.35,185.12,106 +state,CT,default,managed (harvest),2030,17.651,13.5,23.01,39.85,106 +state,CT,default,managed (harvest),2055,37.543,27.405,51.634,75.69,106 +state,CT,default,managed (harvest),2080,35.594,27.08,48.924,75.35,106 +state,CT,default,managed (harvest),2105,29.067,22.328,36.078,62.61,106 +state,CT,default,managed (harvest),2125,23.039,17.633,27.971,49.23,106 +state,DE,default,reserve (no harvest),2030,18.668,11.601,28.071,50.15,48 +state,DE,default,reserve (no harvest),2055,48.179,31.625,67.514,115.52,48 +state,DE,default,reserve (no harvest),2080,69.559,43.351,97.134,156.68,48 +state,DE,default,reserve (no harvest),2105,82.684,44.592,123.855,179.88,48 +state,DE,default,reserve (no harvest),2125,89.861,52.953,136.578,192.47,48 +state,DE,default,managed (harvest),2030,18.668,11.869,28.239,50.15,48 +state,DE,default,managed (harvest),2055,35.551,21.722,51.569,81.6,48 +state,DE,default,managed (harvest),2080,32.883,20.217,48.299,67.57,48 +state,DE,default,managed (harvest),2105,23.764,11.838,35.126,45.06,48 +state,DE,default,managed (harvest),2125,18.081,9.871,26.95,33.26,48 +state,FL,default,reserve (no harvest),2030,279.643,242.059,323.556,49.29,1175 +state,FL,default,reserve (no harvest),2055,635.674,566.459,734.91,111.35,1175 +state,FL,default,reserve (no harvest),2080,839.248,732.688,935.439,147.15,1175 +state,FL,default,reserve (no harvest),2105,926.667,808.709,1106.685,163.27,1175 +state,FL,default,reserve (no harvest),2125,958.536,833.307,1071.216,169.27,1175 +state,FL,default,managed (harvest),2030,279.643,231.789,330.684,49.29,1175 +state,FL,default,managed (harvest),2055,392.667,346.241,448.091,68.52,1175 +state,FL,default,managed (harvest),2080,255.57,219.97,284.465,44.83,1175 +state,FL,default,managed (harvest),2105,126.993,107.928,147.219,23.04,1175 +state,FL,default,managed (harvest),2125,78.0,66.008,89.718,14.24,1175 +state,GA,default,reserve (no harvest),2030,383.183,336.654,427.969,46.92,1648 +state,GA,default,reserve (no harvest),2055,789.359,708.425,869.682,100.83,1648 +state,GA,default,reserve (no harvest),2080,1048.38,931.028,1162.318,136.49,1648 +state,GA,default,reserve (no harvest),2105,1185.259,1066.746,1312.21,155.74,1648 +state,GA,default,reserve (no harvest),2125,1249.927,1112.406,1374.416,164.86,1648 +state,GA,default,managed (harvest),2030,383.183,339.62,433.797,46.92,1648 +state,GA,default,managed (harvest),2055,533.137,484.519,587.354,69.46,1648 +state,GA,default,managed (harvest),2080,435.691,389.666,483.837,58.67,1648 +state,GA,default,managed (harvest),2105,282.324,250.313,310.998,38.82,1648 +state,GA,default,managed (harvest),2125,198.591,176.758,219.301,27.56,1648 +state,IA,default,reserve (no harvest),2030,38.185,28.91,50.561,40.13,141 +state,IA,default,reserve (no harvest),2055,86.816,68.95,102.585,93.65,141 +state,IA,default,reserve (no harvest),2080,121.538,96.949,152.417,131.32,141 +state,IA,default,reserve (no harvest),2105,142.643,114.573,171.775,154.34,141 +state,IA,default,reserve (no harvest),2125,152.24,123.004,188.202,164.4,141 +state,IA,default,managed (harvest),2030,38.185,29.646,48.525,40.13,141 +state,IA,default,managed (harvest),2055,64.967,52.373,80.371,70.69,141 +state,IA,default,managed (harvest),2080,62.518,50.297,75.365,67.91,141 +state,IA,default,managed (harvest),2105,47.853,39.807,56.295,52.08,141 +state,IA,default,managed (harvest),2125,35.584,28.614,43.232,38.57,141 +state,ID,default,reserve (no harvest),2030,137.106,126.016,149.014,25.32,1738 +state,ID,default,reserve (no harvest),2055,388.602,358.915,419.63,63.45,1738 +state,ID,default,reserve (no harvest),2080,591.109,545.45,644.789,94.88,1738 +state,ID,default,reserve (no harvest),2105,753.981,693.965,814.83,120.94,1738 +state,ID,default,reserve (no harvest),2125,859.194,787.259,920.353,137.93,1738 +state,ID,default,managed (harvest),2030,137.106,124.945,150.779,25.32,1738 +state,ID,default,managed (harvest),2055,263.692,237.36,284.449,40.47,1738 +state,ID,default,managed (harvest),2080,225.878,202.418,246.01,35.09,1738 +state,ID,default,managed (harvest),2105,182.997,168.976,201.279,29.24,1738 +state,ID,default,managed (harvest),2125,155.017,141.335,169.784,24.97,1738 +state,IL,default,reserve (no harvest),2030,65.326,49.204,80.493,42.8,264 +state,IL,default,reserve (no harvest),2055,146.668,113.696,179.203,97.68,264 +state,IL,default,reserve (no harvest),2080,204.099,164.802,266.036,136.79,264 +state,IL,default,reserve (no harvest),2105,239.042,188.385,307.165,161.38,264 +state,IL,default,reserve (no harvest),2125,254.485,205.719,324.744,172.42,264 +state,IL,default,managed (harvest),2030,65.326,50.897,83.899,42.8,264 +state,IL,default,managed (harvest),2055,106.094,84.392,136.828,71.09,264 +state,IL,default,managed (harvest),2080,97.63,73.867,126.7,66.06,264 +state,IL,default,managed (harvest),2105,71.935,56.946,88.017,49.61,264 +state,IL,default,managed (harvest),2125,51.671,40.263,65.52,36.1,264 +state,IN,default,reserve (no harvest),2030,128.558,101.929,164.547,37.47,531 +state,IN,default,reserve (no harvest),2055,270.824,216.393,322.333,91.26,531 +state,IN,default,reserve (no harvest),2080,373.955,313.429,450.276,133.49,531 +state,IN,default,reserve (no harvest),2105,441.382,361.519,535.115,161.81,531 +state,IN,default,reserve (no harvest),2125,477.903,392.877,584.17,176.18,531 +state,IN,default,managed (harvest),2030,128.558,100.433,159.418,37.47,531 +state,IN,default,managed (harvest),2055,182.06,144.631,220.348,65.39,531 +state,IN,default,managed (harvest),2080,159.486,129.155,185.976,62.48,531 +state,IN,default,managed (harvest),2105,116.795,96.682,142.984,47.68,531 +state,IN,default,managed (harvest),2125,88.802,72.507,107.222,35.73,531 +state,KS,default,reserve (no harvest),2030,21.997,13.524,32.232,38.93,86 +state,KS,default,reserve (no harvest),2055,46.944,31.985,64.315,92.01,86 +state,KS,default,reserve (no harvest),2080,65.371,48.004,87.819,130.03,86 +state,KS,default,reserve (no harvest),2105,79.724,62.32,105.735,157.08,86 +state,KS,default,reserve (no harvest),2125,87.498,62.927,116.286,169.74,86 +state,KS,default,managed (harvest),2030,21.997,13.232,32.334,38.93,86 +state,KS,default,managed (harvest),2055,27.004,19.841,33.115,56.72,86 +state,KS,default,managed (harvest),2080,20.952,14.824,27.286,43.33,86 +state,KS,default,managed (harvest),2105,16.312,10.885,22.484,31.1,86 +state,KS,default,managed (harvest),2125,12.257,8.5,17.181,21.41,86 +state,KY,default,reserve (no harvest),2030,332.276,300.56,370.429,48.79,975 +state,KY,default,reserve (no harvest),2055,671.453,604.584,741.45,107.25,975 +state,KY,default,reserve (no harvest),2080,941.084,855.169,1038.106,154.5,975 +state,KY,default,reserve (no harvest),2105,1110.331,1014.316,1221.491,184.51,975 +state,KY,default,reserve (no harvest),2125,1197.664,1086.462,1309.558,199.84,975 +state,KY,default,managed (harvest),2030,332.276,293.753,372.652,48.79,975 +state,KY,default,managed (harvest),2055,488.077,444.841,533.934,80.32,975 +state,KY,default,managed (harvest),2080,488.349,437.51,529.197,83.25,975 +state,KY,default,managed (harvest),2105,388.087,348.71,430.215,67.31,975 +state,KY,default,managed (harvest),2125,304.088,272.953,333.783,52.94,975 +state,LA,default,reserve (no harvest),2030,205.176,181.188,229.079,45.64,1083 +state,LA,default,reserve (no harvest),2055,455.297,415.64,496.093,99.28,1083 +state,LA,default,reserve (no harvest),2080,604.707,550.666,667.225,132.48,1083 +state,LA,default,reserve (no harvest),2105,674.339,610.81,735.672,148.39,1083 +state,LA,default,reserve (no harvest),2125,706.753,626.133,774.161,155.71,1083 +state,LA,default,managed (harvest),2030,205.176,180.551,228.404,45.64,1083 +state,LA,default,managed (harvest),2055,341.298,313.278,373.178,73.93,1083 +state,LA,default,managed (harvest),2080,301.076,277.319,324.732,66.05,1083 +state,LA,default,managed (harvest),2105,203.431,185.504,229.174,45.26,1083 +state,LA,default,managed (harvest),2125,145.895,129.734,160.859,32.55,1083 +state,MA,default,reserve (no harvest),2030,35.284,27.773,44.052,38.61,210 +state,MA,default,reserve (no harvest),2055,89.186,72.242,107.431,98.55,210 +state,MA,default,reserve (no harvest),2080,125.944,100.54,147.551,140.7,210 +state,MA,default,reserve (no harvest),2105,148.326,124.425,178.441,167.83,210 +state,MA,default,reserve (no harvest),2125,159.889,130.699,191.744,181.56,210 +state,MA,default,managed (harvest),2030,35.284,28.29,43.125,38.61,210 +state,MA,default,managed (harvest),2055,72.08,58.059,85.614,79.83,210 +state,MA,default,managed (harvest),2080,73.895,61.282,90.95,83.28,210 +state,MA,default,managed (harvest),2105,60.454,50.399,71.264,70.04,210 +state,MA,default,managed (harvest),2125,48.572,39.351,57.509,56.61,210 +state,MD,default,reserve (no harvest),2030,47.928,28.641,66.882,44.38,159 +state,MD,default,reserve (no harvest),2055,105.394,74.319,142.381,102.31,159 +state,MD,default,reserve (no harvest),2080,140.778,100.401,188.597,140.02,159 +state,MD,default,reserve (no harvest),2105,162.047,108.05,223.068,163.62,159 +state,MD,default,reserve (no harvest),2125,174.174,121.359,246.976,176.53,159 +state,MD,default,managed (harvest),2030,47.928,29.615,69.998,44.38,159 +state,MD,default,managed (harvest),2055,77.297,50.453,103.494,76.29,159 +state,MD,default,managed (harvest),2080,67.368,46.208,87.714,69.34,159 +state,MD,default,managed (harvest),2105,49.145,36.486,68.635,52.29,159 +state,MD,default,managed (harvest),2125,38.224,27.011,54.447,40.68,159 +state,ME,default,reserve (no harvest),2030,616.141,564.649,650.11,94.53,1977 +state,ME,default,reserve (no harvest),2055,1172.168,1097.793,1257.727,178.02,1977 +state,ME,default,reserve (no harvest),2080,1574.598,1466.35,1681.689,238.85,1977 +state,ME,default,reserve (no harvest),2105,1845.7,1731.464,1972.593,280.55,1977 +state,ME,default,reserve (no harvest),2125,1966.835,1829.895,2083.01,299.42,1977 +state,ME,default,managed (harvest),2030,616.141,570.147,667.604,94.53,1977 +state,ME,default,managed (harvest),2055,826.873,772.571,885.657,125.05,1977 +state,ME,default,managed (harvest),2080,765.91,713.321,819.752,115.8,1977 +state,ME,default,managed (harvest),2105,607.785,567.805,649.577,92.6,1977 +state,ME,default,managed (harvest),2125,456.527,426.527,489.911,69.96,1977 +state,MI,default,reserve (no harvest),2030,392.292,363.34,423.278,56.61,3861 +state,MI,default,reserve (no harvest),2055,797.424,744.36,857.826,114.79,3861 +state,MI,default,reserve (no harvest),2080,1099.123,1035.605,1163.657,158.35,3861 +state,MI,default,reserve (no harvest),2105,1311.411,1233.367,1395.967,190.02,3861 +state,MI,default,reserve (no harvest),2125,1424.826,1331.08,1530.868,206.86,3861 +state,MI,default,managed (harvest),2030,392.292,364.213,423.97,56.61,3861 +state,MI,default,managed (harvest),2055,647.196,602.769,697.401,93.12,3861 +state,MI,default,managed (harvest),2080,701.053,655.737,747.597,101.01,3861 +state,MI,default,managed (harvest),2105,644.874,605.569,685.763,94.01,3861 +state,MI,default,managed (harvest),2125,560.726,522.723,592.001,82.04,3861 +state,MN,default,reserve (no harvest),2030,454.895,413.887,487.486,67.93,1853 +state,MN,default,reserve (no harvest),2055,878.402,818.758,938.095,129.15,1853 +state,MN,default,reserve (no harvest),2080,1180.247,1093.836,1260.977,173.68,1853 +state,MN,default,reserve (no harvest),2105,1369.176,1267.674,1497.595,202.02,1853 +state,MN,default,reserve (no harvest),2125,1464.738,1355.072,1577.766,216.3,1853 +state,MN,default,managed (harvest),2030,454.895,421.575,495.241,67.93,1853 +state,MN,default,managed (harvest),2055,728.384,677.843,784.585,106.75,1853 +state,MN,default,managed (harvest),2080,790.019,724.043,844.595,116.07,1853 +state,MN,default,managed (harvest),2105,718.411,668.064,774.649,106.14,1853 +state,MN,default,managed (harvest),2125,624.436,587.308,671.38,92.42,1853 +state,MO,default,reserve (no harvest),2030,338.576,308.731,364.567,48.94,1688 +state,MO,default,reserve (no harvest),2055,711.558,662.673,764.199,103.06,1688 +state,MO,default,reserve (no harvest),2080,988.286,921.911,1050.004,143.87,1688 +state,MO,default,reserve (no harvest),2105,1176.537,1098.958,1252.982,172.15,1688 +state,MO,default,reserve (no harvest),2125,1272.793,1200.406,1358.018,186.71,1688 +state,MO,default,managed (harvest),2030,338.576,312.14,362.788,48.94,1688 +state,MO,default,managed (harvest),2055,535.517,499.882,576.689,77.61,1688 +state,MO,default,managed (harvest),2080,533.806,497.547,566.483,78.07,1688 +state,MO,default,managed (harvest),2105,444.506,416.039,473.303,65.76,1688 +state,MO,default,managed (harvest),2125,355.867,328.152,381.469,52.96,1688 +state,MS,default,reserve (no harvest),2030,350.267,314.283,382.981,49.99,1374 +state,MS,default,reserve (no harvest),2055,704.906,642.86,758.237,103.92,1374 +state,MS,default,reserve (no harvest),2080,934.791,868.53,1015.741,140.41,1374 +state,MS,default,reserve (no harvest),2105,1058.109,964.494,1173.571,160.63,1374 +state,MS,default,reserve (no harvest),2125,1116.375,1017.709,1220.305,170.59,1374 +state,MS,default,managed (harvest),2030,350.267,313.756,390.572,49.99,1374 +state,MS,default,managed (harvest),2055,515.859,474.526,564.338,76.94,1374 +state,MS,default,managed (harvest),2080,467.323,427.863,505.31,71.9,1374 +state,MS,default,managed (harvest),2105,338.458,304.923,366.999,53.32,1374 +state,MS,default,managed (harvest),2125,250.989,227.84,274.49,40.32,1374 +state,MT,default,reserve (no harvest),2030,168.489,154.354,183.921,27.91,2315 +state,MT,default,reserve (no harvest),2055,400.953,373.294,433.963,53.4,2315 +state,MT,default,reserve (no harvest),2080,618.592,575.272,659.373,77.46,2315 +state,MT,default,reserve (no harvest),2105,818.858,747.554,883.42,99.85,2315 +state,MT,default,reserve (no harvest),2125,963.626,897.3,1031.632,115.9,2315 +state,MT,default,managed (harvest),2030,168.489,153.054,183.782,27.91,2315 +state,MT,default,managed (harvest),2055,265.602,241.984,288.674,31.26,2315 +state,MT,default,managed (harvest),2080,269.828,251.255,291.985,30.35,2315 +state,MT,default,managed (harvest),2105,253.281,232.359,272.765,28.36,2315 +state,MT,default,managed (harvest),2125,235.373,215.822,251.201,26.19,2315 +state,NC,default,reserve (no harvest),2030,419.283,361.606,470.855,57.53,1508 +state,NC,default,reserve (no harvest),2055,815.122,732.993,903.713,118.11,1508 +state,NC,default,reserve (no harvest),2080,1103.15,981.9,1212.599,161.17,1508 +state,NC,default,reserve (no harvest),2105,1293.137,1155.247,1429.941,188.88,1508 +state,NC,default,reserve (no harvest),2125,1391.781,1246.591,1522.808,203.21,1508 +state,NC,default,managed (harvest),2030,419.283,372.853,473.119,57.53,1508 +state,NC,default,managed (harvest),2055,590.454,522.29,645.386,87.28,1508 +state,NC,default,managed (harvest),2080,562.096,502.7,614.114,83.58,1508 +state,NC,default,managed (harvest),2105,450.892,407.035,505.09,66.5,1508 +state,NC,default,managed (harvest),2125,356.259,311.69,404.474,52.37,1508 +state,ND,default,reserve (no harvest),2030,3.537,2.012,5.535,31.13,46 +state,ND,default,reserve (no harvest),2055,10.283,4.913,17.847,62.35,46 +state,ND,default,reserve (no harvest),2080,19.112,7.064,35.055,93.07,46 +state,ND,default,reserve (no harvest),2105,31.051,9.797,65.72,122.03,46 +state,ND,default,reserve (no harvest),2125,41.524,13.336,88.611,143.2,46 +state,ND,default,managed (harvest),2030,3.537,1.985,5.299,31.13,46 +state,ND,default,managed (harvest),2055,7.922,3.442,15.682,41.57,46 +state,ND,default,managed (harvest),2080,11.462,3.713,23.126,44.54,46 +state,ND,default,managed (harvest),2105,15.749,3.722,43.803,43.77,46 +state,ND,default,managed (harvest),2125,17.811,3.997,45.226,41.56,46 +state,NE,default,reserve (no harvest),2030,7.057,4.096,10.237,23.34,46 +state,NE,default,reserve (no harvest),2055,19.681,11.53,28.245,58.6,46 +state,NE,default,reserve (no harvest),2080,28.91,18.422,43.998,86.56,46 +state,NE,default,reserve (no harvest),2105,35.851,22.211,51.848,106.34,46 +state,NE,default,reserve (no harvest),2125,40.545,24.296,64.305,117.7,46 +state,NE,default,managed (harvest),2030,7.057,4.48,10.465,23.34,46 +state,NE,default,managed (harvest),2055,12.354,7.391,18.498,34.36,46 +state,NE,default,managed (harvest),2080,8.755,5.646,13.248,26.65,46 +state,NE,default,managed (harvest),2105,6.673,2.848,11.043,18.79,46 +state,NE,default,managed (harvest),2125,5.921,2.484,9.803,14.6,46 +state,NH,default,reserve (no harvest),2030,124.167,106.008,143.63,69.0,622 +state,NH,default,reserve (no harvest),2055,257.585,229.296,287.476,139.79,622 +state,NH,default,reserve (no harvest),2080,349.078,306.504,389.941,191.03,622 +state,NH,default,reserve (no harvest),2105,410.164,367.994,465.661,227.28,622 +state,NH,default,reserve (no harvest),2125,440.139,388.134,486.4,243.9,622 +state,NH,default,managed (harvest),2030,124.167,110.489,142.878,69.0,622 +state,NH,default,managed (harvest),2055,215.734,190.511,245.512,116.53,622 +state,NH,default,managed (harvest),2080,234.512,206.455,266.262,128.5,622 +state,NH,default,managed (harvest),2105,216.554,194.237,239.991,121.43,622 +state,NH,default,managed (harvest),2125,188.137,166.863,207.128,105.31,622 +state,NJ,default,reserve (no harvest),2030,32.496,22.813,42.18,39.01,178 +state,NJ,default,reserve (no harvest),2055,79.788,60.979,102.311,97.08,178 +state,NJ,default,reserve (no harvest),2080,112.385,89.026,143.841,140.55,178 +state,NJ,default,reserve (no harvest),2105,133.27,102.616,167.229,166.9,178 +state,NJ,default,reserve (no harvest),2125,144.595,113.975,188.286,180.12,178 +state,NJ,default,managed (harvest),2030,32.496,22.079,45.324,39.01,178 +state,NJ,default,managed (harvest),2055,62.744,46.324,81.316,76.62,178 +state,NJ,default,managed (harvest),2080,62.43,49.328,76.358,79.9,178 +state,NJ,default,managed (harvest),2105,50.571,39.898,62.776,64.37,178 +state,NJ,default,managed (harvest),2125,40.676,30.572,53.442,50.6,178 +state,NM,default,reserve (no harvest),2030,25.343,20.287,31.671,5.96,1467 +state,NM,default,reserve (no harvest),2055,71.695,56.792,90.303,15.63,1467 +state,NM,default,reserve (no harvest),2080,119.488,97.951,143.845,25.85,1467 +state,NM,default,reserve (no harvest),2105,157.226,124.314,192.565,34.06,1467 +state,NM,default,reserve (no harvest),2125,176.266,142.35,213.759,38.28,1467 +state,NM,default,managed (harvest),2030,25.343,19.34,32.629,5.96,1467 +state,NM,default,managed (harvest),2055,59.215,48.684,74.536,12.69,1467 +state,NM,default,managed (harvest),2080,77.888,62.668,94.547,16.67,1467 +state,NM,default,managed (harvest),2105,77.333,65.743,93.104,16.68,1467 +state,NM,default,managed (harvest),2125,65.936,54.924,83.046,14.34,1467 +state,NV,default,reserve (no harvest),2030,2.074,1.331,2.904,2.07,731 +state,NV,default,reserve (no harvest),2055,7.375,4.405,10.76,5.02,731 +state,NV,default,reserve (no harvest),2080,12.937,8.064,20.51,7.91,731 +state,NV,default,reserve (no harvest),2105,18.308,9.883,28.223,10.46,731 +state,NV,default,reserve (no harvest),2125,21.607,11.807,32.298,12.13,731 +state,NV,default,managed (harvest),2030,2.074,1.428,2.85,2.07,731 +state,NV,default,managed (harvest),2055,6.433,3.568,9.787,4.08,731 +state,NV,default,managed (harvest),2080,9.076,5.276,13.354,5.12,731 +state,NV,default,managed (harvest),2105,10.328,5.542,17.725,5.34,731 +state,NV,default,managed (harvest),2125,9.877,4.977,15.503,5.07,731 +state,NY,default,reserve (no harvest),2030,325.791,292.953,355.322,53.41,1386 +state,NY,default,reserve (no harvest),2055,687.317,627.93,752.412,114.89,1386 +state,NY,default,reserve (no harvest),2080,954.709,866.887,1038.027,161.6,1386 +state,NY,default,reserve (no harvest),2105,1146.155,1058.73,1250.869,196.13,1386 +state,NY,default,reserve (no harvest),2125,1242.423,1135.506,1362.578,213.45,1386 +state,NY,default,managed (harvest),2030,325.791,294.112,363.296,53.41,1386 +state,NY,default,managed (harvest),2055,555.587,503.041,619.317,93.29,1386 +state,NY,default,managed (harvest),2080,598.331,544.196,652.387,102.28,1386 +state,NY,default,managed (harvest),2105,547.847,507.272,598.863,95.45,1386 +state,NY,default,managed (harvest),2125,466.901,429.752,509.152,81.9,1386 +state,OH,default,reserve (no harvest),2030,179.755,147.153,219.709,44.48,500 +state,OH,default,reserve (no harvest),2055,400.277,333.049,465.99,104.69,500 +state,OH,default,reserve (no harvest),2080,561.307,458.525,650.26,149.09,500 +state,OH,default,reserve (no harvest),2105,664.608,574.359,767.347,178.93,500 +state,OH,default,reserve (no harvest),2125,719.649,602.643,817.617,194.1,500 +state,OH,default,managed (harvest),2030,179.755,146.77,217.741,44.48,500 +state,OH,default,managed (harvest),2055,259.91,221.504,302.309,69.96,500 +state,OH,default,managed (harvest),2080,217.981,184.262,252.21,59.73,500 +state,OH,default,managed (harvest),2105,151.066,121.072,177.615,42.95,500 +state,OH,default,managed (harvest),2125,111.765,93.396,131.938,31.3,500 +state,OK,default,reserve (no harvest),2030,127.473,111.445,146.58,45.58,646 +state,OK,default,reserve (no harvest),2055,323.445,289.669,371.452,104.99,646 +state,OK,default,reserve (no harvest),2080,461.868,396.999,520.225,147.32,646 +state,OK,default,reserve (no harvest),2105,540.736,466.191,611.034,172.45,646 +state,OK,default,reserve (no harvest),2125,578.809,514.806,657.316,184.51,646 +state,OK,default,managed (harvest),2030,127.473,108.082,144.498,45.58,646 +state,OK,default,managed (harvest),2055,251.447,219.908,286.734,79.25,646 +state,OK,default,managed (harvest),2080,247.851,217.47,289.005,76.82,646 +state,OK,default,managed (harvest),2105,186.782,158.567,214.487,58.57,646 +state,OK,default,managed (harvest),2125,140.562,118.177,159.21,44.26,646 +state,OR,default,reserve (no harvest),2030,208.57,186.085,234.719,33.99,2448 +state,OR,default,reserve (no harvest),2055,640.638,560.866,711.657,92.5,2448 +state,OR,default,reserve (no harvest),2080,1050.789,940.123,1159.08,148.17,2448 +state,OR,default,reserve (no harvest),2105,1351.424,1198.966,1525.199,189.34,2448 +state,OR,default,reserve (no harvest),2125,1523.882,1374.24,1753.882,213.05,2448 +state,OR,default,managed (harvest),2030,208.57,186.189,230.048,33.99,2448 +state,OR,default,managed (harvest),2055,462.608,411.304,536.92,63.49,2448 +state,OR,default,managed (harvest),2080,477.895,424.602,541.656,64.97,2448 +state,OR,default,managed (harvest),2105,370.623,326.741,428.742,50.69,2448 +state,OR,default,managed (harvest),2125,290.012,253.066,333.426,39.79,2448 +state,PA,default,reserve (no harvest),2030,337.221,298.633,371.225,49.64,1317 +state,PA,default,reserve (no harvest),2055,757.471,691.28,826.87,111.05,1317 +state,PA,default,reserve (no harvest),2080,1062.521,958.876,1156.643,156.43,1317 +state,PA,default,reserve (no harvest),2105,1271.763,1163.427,1366.545,188.49,1317 +state,PA,default,reserve (no harvest),2125,1376.604,1252.109,1503.218,204.74,1317 +state,PA,default,managed (harvest),2030,337.221,309.413,366.789,49.64,1317 +state,PA,default,managed (harvest),2055,577.421,531.523,629.086,84.54,1317 +state,PA,default,managed (harvest),2080,574.172,520.824,624.986,84.79,1317 +state,PA,default,managed (harvest),2105,476.851,438.949,514.166,71.58,1317 +state,PA,default,managed (harvest),2125,378.01,343.634,409.492,57.25,1317 +state,RI,default,reserve (no harvest),2030,10.897,3.539,21.858,40.25,39 +state,RI,default,reserve (no harvest),2055,25.006,10.782,49.218,98.27,39 +state,RI,default,reserve (no harvest),2080,36.724,14.956,69.699,140.32,39 +state,RI,default,reserve (no harvest),2105,44.856,19.532,79.901,167.25,39 +state,RI,default,reserve (no harvest),2125,48.64,24.686,87.394,179.79,39 +state,RI,default,managed (harvest),2030,10.897,3.75,23.123,40.25,39 +state,RI,default,managed (harvest),2055,20.109,9.179,40.456,80.18,39 +state,RI,default,managed (harvest),2080,22.791,10.036,38.289,86.2,39 +state,RI,default,managed (harvest),2105,20.681,9.186,40.197,74.4,39 +state,RI,default,managed (harvest),2125,17.031,7.187,30.728,60.19,39 +state,SC,default,reserve (no harvest),2030,237.736,201.9,276.091,51.27,1153 +state,SC,default,reserve (no harvest),2055,495.919,430.272,561.147,107.89,1153 +state,SC,default,reserve (no harvest),2080,657.807,576.066,743.403,143.73,1153 +state,SC,default,reserve (no harvest),2105,743.341,662.187,831.102,162.91,1153 +state,SC,default,reserve (no harvest),2125,783.039,686.673,882.463,171.76,1153 +state,SC,default,managed (harvest),2030,237.736,204.844,279.609,51.27,1153 +state,SC,default,managed (harvest),2055,356.89,314.238,399.965,77.9,1153 +state,SC,default,managed (harvest),2080,310.066,274.706,347.902,68.19,1153 +state,SC,default,managed (harvest),2105,214.298,188.17,247.229,47.5,1153 +state,SC,default,managed (harvest),2125,153.983,133.053,172.823,34.22,1153 +state,SD,default,reserve (no harvest),2030,7.659,5.329,10.485,24.81,181 +state,SD,default,reserve (no harvest),2055,18.467,13.528,23.862,57.15,181 +state,SD,default,reserve (no harvest),2080,27.15,21.081,34.919,84.76,181 +state,SD,default,reserve (no harvest),2105,34.132,26.688,43.354,106.93,181 +state,SD,default,reserve (no harvest),2125,37.761,29.07,48.402,118.07,181 +state,SD,default,managed (harvest),2030,7.659,5.561,10.471,24.81,181 +state,SD,default,managed (harvest),2055,11.162,8.091,14.26,33.47,181 +state,SD,default,managed (harvest),2080,9.203,7.068,11.976,29.17,181 +state,SD,default,managed (harvest),2105,7.415,5.493,9.465,23.53,181 +state,SD,default,managed (harvest),2125,5.394,4.087,7.2,16.73,181 +state,TN,default,reserve (no harvest),2030,325.945,293.813,362.454,47.56,1241 +state,TN,default,reserve (no harvest),2055,633.674,574.937,684.391,101.47,1241 +state,TN,default,reserve (no harvest),2080,875.521,780.589,977.783,144.24,1241 +state,TN,default,reserve (no harvest),2105,1041.921,943.191,1168.866,172.28,1241 +state,TN,default,reserve (no harvest),2125,1128.392,1037.37,1244.026,186.73,1241 +state,TN,default,managed (harvest),2030,325.945,289.203,366.882,47.56,1241 +state,TN,default,managed (harvest),2055,484.434,441.823,534.451,79.69,1241 +state,TN,default,managed (harvest),2080,504.475,461.009,556.998,85.97,1241 +state,TN,default,managed (harvest),2105,439.899,388.7,490.467,74.65,1241 +state,TN,default,managed (harvest),2125,365.238,326.443,402.08,61.76,1241 +state,TX,default,reserve (no harvest),2030,319.425,283.179,358.713,38.06,2578 +state,TX,default,reserve (no harvest),2055,799.232,715.828,879.542,95.78,2578 +state,TX,default,reserve (no harvest),2080,1182.3,1075.876,1305.346,148.29,2578 +state,TX,default,reserve (no harvest),2105,1428.395,1298.046,1566.805,186.28,2578 +state,TX,default,reserve (no harvest),2125,1540.129,1407.83,1674.925,204.78,2578 +state,TX,default,managed (harvest),2030,319.425,277.743,362.383,38.06,2578 +state,TX,default,managed (harvest),2055,556.829,511.988,605.595,66.89,2578 +state,TX,default,managed (harvest),2080,517.336,473.232,573.887,68.64,2578 +state,TX,default,managed (harvest),2105,371.468,331.134,407.199,54.61,2578 +state,TX,default,managed (harvest),2125,260.704,233.974,285.157,40.18,2578 +state,UT,default,reserve (no harvest),2030,33.002,26.584,39.923,9.38,1244 +state,UT,default,reserve (no harvest),2055,65.321,56.025,75.4,17.82,1244 +state,UT,default,reserve (no harvest),2080,95.788,83.444,111.07,25.63,1244 +state,UT,default,reserve (no harvest),2105,123.041,107.023,140.221,32.42,1244 +state,UT,default,reserve (no harvest),2125,142.661,125.531,160.666,37.12,1244 +state,UT,default,managed (harvest),2030,33.002,25.801,39.341,9.38,1244 +state,UT,default,managed (harvest),2055,48.712,42.775,55.132,13.1,1244 +state,UT,default,managed (harvest),2080,54.664,47.42,62.438,14.32,1244 +state,UT,default,managed (harvest),2105,54.408,47.491,62.116,13.9,1244 +state,UT,default,managed (harvest),2125,52.126,46.103,59.613,13.02,1244 +state,VA,default,reserve (no harvest),2030,345.41,298.48,390.537,47.48,1538 +state,VA,default,reserve (no harvest),2055,683.207,591.676,781.034,100.73,1538 +state,VA,default,reserve (no harvest),2080,925.507,814.071,1039.736,140.48,1538 +state,VA,default,reserve (no harvest),2105,1082.413,940.345,1232.847,166.62,1538 +state,VA,default,reserve (no harvest),2125,1168.663,1044.05,1333.092,180.57,1538 +state,VA,default,managed (harvest),2030,345.41,298.72,390.439,47.48,1538 +state,VA,default,managed (harvest),2055,514.712,449.404,580.312,77.57,1538 +state,VA,default,managed (harvest),2080,505.931,445.176,567.731,79.49,1538 +state,VA,default,managed (harvest),2105,416.054,370.049,466.191,66.85,1538 +state,VA,default,managed (harvest),2125,340.042,303.723,374.531,54.73,1538 +state,VT,default,reserve (no harvest),2030,98.756,86.334,114.547,54.5,573 +state,VT,default,reserve (no harvest),2055,210.953,186.2,244.823,116.07,573 +state,VT,default,reserve (no harvest),2080,296.637,261.193,330.925,164.08,573 +state,VT,default,reserve (no harvest),2105,359.85,316.603,408.898,201.07,573 +state,VT,default,reserve (no harvest),2125,392.386,343.804,437.679,219.81,573 +state,VT,default,managed (harvest),2030,98.756,86.054,114.35,54.5,573 +state,VT,default,managed (harvest),2055,170.314,147.74,195.857,93.64,573 +state,VT,default,managed (harvest),2080,185.912,162.345,213.565,103.12,573 +state,VT,default,managed (harvest),2105,172.621,149.748,194.739,97.67,573 +state,VT,default,managed (harvest),2125,148.328,130.411,171.533,84.26,573 +state,WA,default,reserve (no harvest),2030,185.906,136.261,254.195,33.4,1478 +state,WA,default,reserve (no harvest),2055,561.82,432.465,734.449,86.91,1478 +state,WA,default,reserve (no harvest),2080,913.597,754.143,1103.163,137.92,1478 +state,WA,default,reserve (no harvest),2105,1187.226,978.102,1485.876,177.62,1478 +state,WA,default,reserve (no harvest),2125,1347.973,1117.345,1604.094,200.69,1478 +state,WA,default,managed (harvest),2030,185.906,147.548,244.511,33.4,1478 +state,WA,default,managed (harvest),2055,422.663,338.704,530.932,61.92,1478 +state,WA,default,managed (harvest),2080,458.043,382.689,555.119,66.59,1478 +state,WA,default,managed (harvest),2105,388.93,315.868,482.615,56.52,1478 +state,WA,default,managed (harvest),2125,316.845,243.746,373.822,45.78,1478 +state,WI,default,reserve (no harvest),2030,414.46,384.291,444.149,58.91,2451 +state,WI,default,reserve (no harvest),2055,844.185,799.901,888.026,119.0,2451 +state,WI,default,reserve (no harvest),2080,1160.299,1089.914,1217.898,162.53,2451 +state,WI,default,reserve (no harvest),2105,1373.87,1292.095,1439.799,192.65,2451 +state,WI,default,reserve (no harvest),2125,1485.629,1407.716,1567.32,208.47,2451 +state,WI,default,managed (harvest),2030,414.46,392.546,446.797,58.91,2451 +state,WI,default,managed (harvest),2055,691.675,656.858,731.443,97.32,2451 +state,WI,default,managed (harvest),2080,753.271,715.246,795.328,105.04,2451 +state,WI,default,managed (harvest),2105,689.657,648.984,726.376,96.5,2451 +state,WI,default,managed (harvest),2125,598.395,567.963,634.723,83.92,2451 +state,WV,default,reserve (no harvest),2030,218.907,189.467,246.892,42.86,1241 +state,WV,default,reserve (no harvest),2055,459.966,400.483,510.381,99.88,1241 +state,WV,default,reserve (no harvest),2080,627.575,572.036,702.961,142.18,1241 +state,WV,default,reserve (no harvest),2105,742.969,651.518,836.736,172.62,1241 +state,WV,default,reserve (no harvest),2125,801.8,715.523,895.765,188.12,1241 +state,WV,default,managed (harvest),2030,218.907,186.191,255.469,42.86,1241 +state,WV,default,managed (harvest),2055,323.227,281.008,365.561,73.11,1241 +state,WV,default,managed (harvest),2080,288.933,254.166,324.276,69.74,1241 +state,WV,default,managed (harvest),2105,223.845,198.596,248.148,56.61,1241 +state,WV,default,managed (harvest),2125,170.817,155.234,188.201,43.83,1241 +state,WY,default,reserve (no harvest),2030,122.746,102.747,148.72,29.66,1452 +state,WY,default,reserve (no harvest),2055,236.56,209.331,270.184,60.78,1452 +state,WY,default,reserve (no harvest),2080,335.648,302.551,375.965,88.42,1452 +state,WY,default,reserve (no harvest),2105,411.114,370.614,460.539,110.16,1452 +state,WY,default,reserve (no harvest),2125,454.709,413.816,512.16,122.73,1452 +state,WY,default,managed (harvest),2030,122.746,99.301,154.87,29.66,1452 +state,WY,default,managed (harvest),2055,108.468,95.762,121.381,29.63,1452 +state,WY,default,managed (harvest),2080,93.206,83.478,105.227,26.03,1452 +state,WY,default,managed (harvest),2105,70.411,63.814,77.335,20.34,1452 +state,WY,default,managed (harvest),2125,54.659,49.319,59.493,15.78,1452 +forest_type,Alder/maple,default,reserve (no harvest),2030,18.023,9.111,28.695,61.82,47 +forest_type,Alder/maple,default,reserve (no harvest),2055,59.255,31.888,89.849,213.67,47 +forest_type,Alder/maple,default,reserve (no harvest),2080,104.382,60.105,153.251,344.73,47 +forest_type,Alder/maple,default,reserve (no harvest),2105,139.129,78.54,205.72,428.42,47 +forest_type,Alder/maple,default,reserve (no harvest),2125,159.254,85.303,239.223,469.21,47 +forest_type,Alder/maple,default,managed (harvest),2030,18.023,9.309,27.55,61.82,47 +forest_type,Alder/maple,default,managed (harvest),2055,45.324,26.492,65.803,163.94,47 +forest_type,Alder/maple,default,managed (harvest),2080,55.645,29.592,89.406,164.89,47 +forest_type,Alder/maple,default,managed (harvest),2105,48.075,25.255,74.749,120.36,47 +forest_type,Alder/maple,default,managed (harvest),2125,38.983,19.562,65.679,86.61,47 +forest_type,Aspen/birch,default,reserve (no harvest),2030,484.769,446.309,522.867,65.82,2570 +forest_type,Aspen/birch,default,reserve (no harvest),2055,992.339,917.584,1058.213,130.8,2570 +forest_type,Aspen/birch,default,reserve (no harvest),2080,1371.548,1275.105,1461.676,178.84,2570 +forest_type,Aspen/birch,default,reserve (no harvest),2105,1617.528,1521.508,1712.203,210.18,2570 +forest_type,Aspen/birch,default,reserve (no harvest),2125,1741.336,1629.556,1861.167,225.99,2570 +forest_type,Aspen/birch,default,managed (harvest),2030,484.769,447.866,524.955,65.82,2570 +forest_type,Aspen/birch,default,managed (harvest),2055,786.908,729.583,856.803,102.71,2570 +forest_type,Aspen/birch,default,managed (harvest),2080,834.602,775.126,898.355,107.9,2570 +forest_type,Aspen/birch,default,managed (harvest),2105,728.702,680.84,793.15,94.33,2570 +forest_type,Aspen/birch,default,managed (harvest),2125,607.096,557.923,653.261,78.86,2570 +forest_type,California mixed conifer,default,reserve (no harvest),2030,53.964,46.738,62.655,35.77,539 +forest_type,California mixed conifer,default,reserve (no harvest),2055,213.366,183.056,242.392,122.04,539 +forest_type,California mixed conifer,default,reserve (no harvest),2080,383.408,338.163,441.743,210.36,539 +forest_type,California mixed conifer,default,reserve (no harvest),2105,507.415,436.165,584.265,275.67,539 +forest_type,California mixed conifer,default,reserve (no harvest),2125,580.604,500.046,668.048,315.3,539 +forest_type,California mixed conifer,default,managed (harvest),2030,53.964,46.327,62.131,35.77,539 +forest_type,California mixed conifer,default,managed (harvest),2055,159.774,137.202,189.714,86.52,539 +forest_type,California mixed conifer,default,managed (harvest),2080,171.146,148.004,204.152,88.93,539 +forest_type,California mixed conifer,default,managed (harvest),2105,125.266,105.011,142.001,66.04,539 +forest_type,California mixed conifer,default,managed (harvest),2125,98.997,86.996,111.971,53.27,539 +forest_type,Douglas-fir,default,reserve (no harvest),2030,236.603,217.245,259.837,27.54,2677 +forest_type,Douglas-fir,default,reserve (no harvest),2055,735.138,676.429,810.203,75.42,2677 +forest_type,Douglas-fir,default,reserve (no harvest),2080,1215.189,1092.688,1340.109,121.53,2677 +forest_type,Douglas-fir,default,reserve (no harvest),2105,1601.66,1443.003,1779.626,158.66,2677 +forest_type,Douglas-fir,default,reserve (no harvest),2125,1838.385,1651.646,2041.184,181.62,2677 +forest_type,Douglas-fir,default,managed (harvest),2030,236.603,213.798,257.986,27.54,2677 +forest_type,Douglas-fir,default,managed (harvest),2055,537.114,483.737,622.661,52.62,2677 +forest_type,Douglas-fir,default,managed (harvest),2080,569.378,507.527,650.176,55.01,2677 +forest_type,Douglas-fir,default,managed (harvest),2105,486.283,436.78,556.129,46.95,2677 +forest_type,Douglas-fir,default,managed (harvest),2125,404.95,362.298,459.019,39.34,2677 +forest_type,Elm/ash/cottonwood,default,reserve (no harvest),2030,361.667,316.995,415.091,44.85,1710 +forest_type,Elm/ash/cottonwood,default,reserve (no harvest),2055,775.765,699.12,876.9,95.59,1710 +forest_type,Elm/ash/cottonwood,default,reserve (no harvest),2080,1058.184,953.238,1181.493,130.54,1710 +forest_type,Elm/ash/cottonwood,default,reserve (no harvest),2105,1217.766,1089.195,1323.515,151.65,1710 +forest_type,Elm/ash/cottonwood,default,reserve (no harvest),2125,1297.925,1164.613,1437.854,162.38,1710 +forest_type,Elm/ash/cottonwood,default,managed (harvest),2030,361.667,311.372,408.265,44.85,1710 +forest_type,Elm/ash/cottonwood,default,managed (harvest),2055,588.919,526.833,649.43,73.6,1710 +forest_type,Elm/ash/cottonwood,default,managed (harvest),2080,573.053,521.039,636.558,72.74,1710 +forest_type,Elm/ash/cottonwood,default,managed (harvest),2105,450.29,409.486,497.397,59.25,1710 +forest_type,Elm/ash/cottonwood,default,managed (harvest),2125,360.16,324.341,400.296,48.18,1710 +forest_type,Exotic hardwoods,default,reserve (no harvest),2030,10.297,7.158,15.061,10.34,856 +forest_type,Exotic hardwoods,default,reserve (no harvest),2055,36.023,25.647,48.921,34.6,856 +forest_type,Exotic hardwoods,default,reserve (no harvest),2080,67.844,51.804,87.487,65.93,856 +forest_type,Exotic hardwoods,default,reserve (no harvest),2105,97.767,73.225,124.741,93.64,856 +forest_type,Exotic hardwoods,default,reserve (no harvest),2125,114.353,82.569,151.238,108.06,856 +forest_type,Exotic hardwoods,default,managed (harvest),2030,10.297,7.595,14.203,10.34,856 +forest_type,Exotic hardwoods,default,managed (harvest),2055,28.824,20.987,38.344,27.02,856 +forest_type,Exotic hardwoods,default,managed (harvest),2080,40.11,31.725,50.347,38.39,856 +forest_type,Exotic hardwoods,default,managed (harvest),2105,41.682,30.353,54.387,37.73,856 +forest_type,Exotic hardwoods,default,managed (harvest),2125,35.233,23.813,48.158,30.0,856 +forest_type,Exotic softwoods,default,reserve (no harvest),2030,8.233,3.499,13.421,73.55,33 +forest_type,Exotic softwoods,default,reserve (no harvest),2055,16.587,7.892,27.718,150.9,33 +forest_type,Exotic softwoods,default,reserve (no harvest),2080,22.77,12.36,36.951,208.29,33 +forest_type,Exotic softwoods,default,reserve (no harvest),2105,25.733,13.08,40.423,242.7,33 +forest_type,Exotic softwoods,default,reserve (no harvest),2125,26.944,16.419,41.348,256.23,33 +forest_type,Exotic softwoods,default,managed (harvest),2030,8.233,3.961,15.208,73.55,33 +forest_type,Exotic softwoods,default,managed (harvest),2055,12.894,5.993,20.105,116.63,33 +forest_type,Exotic softwoods,default,managed (harvest),2080,13.442,7.631,21.338,121.61,33 +forest_type,Exotic softwoods,default,managed (harvest),2105,10.566,6.362,17.416,101.76,33 +forest_type,Exotic softwoods,default,managed (harvest),2125,8.208,5.029,12.776,79.56,33 +forest_type,Fir/spruce/mtn hemlock,default,reserve (no harvest),2030,243.956,225.269,260.048,28.4,3561 +forest_type,Fir/spruce/mtn hemlock,default,reserve (no harvest),2055,657.297,606.648,718.56,67.72,3561 +forest_type,Fir/spruce/mtn hemlock,default,reserve (no harvest),2080,1029.19,953.915,1121.802,104.39,3561 +forest_type,Fir/spruce/mtn hemlock,default,reserve (no harvest),2105,1311.507,1206.257,1412.527,132.9,3561 +forest_type,Fir/spruce/mtn hemlock,default,reserve (no harvest),2125,1474.135,1364.848,1583.159,149.25,3561 +forest_type,Fir/spruce/mtn hemlock,default,managed (harvest),2030,243.956,230.946,261.533,28.4,3561 +forest_type,Fir/spruce/mtn hemlock,default,managed (harvest),2055,453.363,415.961,500.733,43.8,3561 +forest_type,Fir/spruce/mtn hemlock,default,managed (harvest),2080,447.407,409.229,484.135,43.88,3561 +forest_type,Fir/spruce/mtn hemlock,default,managed (harvest),2105,360.529,333.827,388.54,36.14,3561 +forest_type,Fir/spruce/mtn hemlock,default,managed (harvest),2125,288.171,264.076,310.725,28.88,3561 +forest_type,Hemlock/Sitka spruce,default,reserve (no harvest),2030,41.666,32.618,52.121,36.01,408 +forest_type,Hemlock/Sitka spruce,default,reserve (no harvest),2055,149.676,121.773,187.559,104.42,408 +forest_type,Hemlock/Sitka spruce,default,reserve (no harvest),2080,250.483,193.042,303.024,168.27,408 +forest_type,Hemlock/Sitka spruce,default,reserve (no harvest),2105,328.368,255.059,396.417,219.65,408 +forest_type,Hemlock/Sitka spruce,default,reserve (no harvest),2125,377.909,308.668,478.393,252.23,408 +forest_type,Hemlock/Sitka spruce,default,managed (harvest),2030,41.666,30.376,53.494,36.01,408 +forest_type,Hemlock/Sitka spruce,default,managed (harvest),2055,115.813,87.464,145.312,75.45,408 +forest_type,Hemlock/Sitka spruce,default,managed (harvest),2080,123.942,95.502,150.691,79.18,408 +forest_type,Hemlock/Sitka spruce,default,managed (harvest),2105,103.863,83.16,128.325,68.21,408 +forest_type,Hemlock/Sitka spruce,default,managed (harvest),2125,87.964,68.337,103.511,57.79,408 +forest_type,Loblolly/shortleaf pine,default,reserve (no harvest),2030,1077.548,1008.265,1154.454,48.37,4942 +forest_type,Loblolly/shortleaf pine,default,reserve (no harvest),2055,2281.676,2172.459,2414.906,104.03,4942 +forest_type,Loblolly/shortleaf pine,default,reserve (no harvest),2080,3049.538,2876.172,3208.521,139.93,4942 +forest_type,Loblolly/shortleaf pine,default,reserve (no harvest),2105,3455.415,3293.7,3607.028,158.76,4942 +forest_type,Loblolly/shortleaf pine,default,reserve (no harvest),2125,3640.455,3460.694,3848.575,167.39,4942 +forest_type,Loblolly/shortleaf pine,default,managed (harvest),2030,1077.548,1013.197,1158.106,48.37,4942 +forest_type,Loblolly/shortleaf pine,default,managed (harvest),2055,1649.009,1573.276,1740.402,76.0,4942 +forest_type,Loblolly/shortleaf pine,default,managed (harvest),2080,1462.245,1382.14,1533.868,68.05,4942 +forest_type,Loblolly/shortleaf pine,default,managed (harvest),2105,1033.088,980.396,1092.906,48.09,4942 +forest_type,Loblolly/shortleaf pine,default,managed (harvest),2125,752.584,698.918,802.217,35.1,4942 +forest_type,Lodgepole pine,default,reserve (no harvest),2030,214.926,189.94,248.961,41.71,1805 +forest_type,Lodgepole pine,default,reserve (no harvest),2055,385.923,354.212,423.08,75.89,1805 +forest_type,Lodgepole pine,default,reserve (no harvest),2080,538.137,499.15,598.401,107.22,1805 +forest_type,Lodgepole pine,default,reserve (no harvest),2105,661.587,603.764,722.668,132.34,1805 +forest_type,Lodgepole pine,default,reserve (no harvest),2125,741.013,677.844,803.625,147.95,1805 +forest_type,Lodgepole pine,default,managed (harvest),2030,214.926,189.063,249.035,41.71,1805 +forest_type,Lodgepole pine,default,managed (harvest),2055,195.803,180.014,211.487,39.68,1805 +forest_type,Lodgepole pine,default,managed (harvest),2080,178.119,165.679,191.247,36.34,1805 +forest_type,Lodgepole pine,default,managed (harvest),2105,147.473,135.779,158.964,29.78,1805 +forest_type,Lodgepole pine,default,managed (harvest),2125,125.61,114.594,137.262,24.75,1805 +forest_type,Longleaf/slash pine,default,reserve (no harvest),2030,167.777,146.895,194.49,41.81,902 +forest_type,Longleaf/slash pine,default,reserve (no harvest),2055,375.31,326.778,419.499,96.36,902 +forest_type,Longleaf/slash pine,default,reserve (no harvest),2080,498.527,443.759,540.576,130.5,902 +forest_type,Longleaf/slash pine,default,reserve (no harvest),2105,551.858,485.222,622.698,146.17,902 +forest_type,Longleaf/slash pine,default,reserve (no harvest),2125,574.418,503.281,644.741,152.54,902 +forest_type,Longleaf/slash pine,default,managed (harvest),2030,167.777,141.239,190.117,41.81,902 +forest_type,Longleaf/slash pine,default,managed (harvest),2055,257.148,220.072,296.693,66.81,902 +forest_type,Longleaf/slash pine,default,managed (harvest),2080,199.084,175.07,225.883,53.79,902 +forest_type,Longleaf/slash pine,default,managed (harvest),2105,116.837,103.054,133.039,32.61,902 +forest_type,Longleaf/slash pine,default,managed (harvest),2125,80.448,69.46,92.713,21.94,902 +forest_type,Maple/beech/birch,default,reserve (no harvest),2030,961.726,916.105,1008.418,54.85,5885 +forest_type,Maple/beech/birch,default,reserve (no harvest),2055,2050.483,1959.799,2168.064,116.2,5885 +forest_type,Maple/beech/birch,default,reserve (no harvest),2080,2880.726,2755.463,3028.987,164.2,5885 +forest_type,Maple/beech/birch,default,reserve (no harvest),2105,3500.341,3359.083,3687.271,201.45,5885 +forest_type,Maple/beech/birch,default,reserve (no harvest),2125,3819.042,3632.044,3994.803,220.81,5885 +forest_type,Maple/beech/birch,default,managed (harvest),2030,961.726,908.568,1013.975,54.85,5885 +forest_type,Maple/beech/birch,default,managed (harvest),2055,1602.49,1535.597,1671.81,91.33,5885 +forest_type,Maple/beech/birch,default,managed (harvest),2080,1690.954,1608.117,1766.935,98.25,5885 +forest_type,Maple/beech/birch,default,managed (harvest),2105,1537.105,1471.71,1594.905,91.82,5885 +forest_type,Maple/beech/birch,default,managed (harvest),2125,1302.145,1250.925,1364.589,78.93,5885 +forest_type,Oak/gum/cypress,default,reserve (no harvest),2030,467.172,422.189,511.381,52.39,1971 +forest_type,Oak/gum/cypress,default,reserve (no harvest),2055,976.23,883.81,1061.311,108.54,1971 +forest_type,Oak/gum/cypress,default,reserve (no harvest),2080,1284.3,1169.125,1411.257,143.1,1971 +forest_type,Oak/gum/cypress,default,reserve (no harvest),2105,1442.595,1319.606,1561.642,160.93,1971 +forest_type,Oak/gum/cypress,default,reserve (no harvest),2125,1518.94,1389.528,1636.401,169.37,1971 +forest_type,Oak/gum/cypress,default,managed (harvest),2030,467.172,418.934,515.899,52.39,1971 +forest_type,Oak/gum/cypress,default,managed (harvest),2055,687.122,629.713,762.03,75.49,1971 +forest_type,Oak/gum/cypress,default,managed (harvest),2080,572.78,516.684,628.825,63.22,1971 +forest_type,Oak/gum/cypress,default,managed (harvest),2105,394.167,351.775,431.563,43.48,1971 +forest_type,Oak/gum/cypress,default,managed (harvest),2125,292.232,257.229,334.191,32.14,1971 +forest_type,Oak/hickory,default,reserve (no harvest),2030,2021.242,1934.507,2103.148,45.5,9126 +forest_type,Oak/hickory,default,reserve (no harvest),2055,4376.726,4211.721,4547.554,101.61,9126 +forest_type,Oak/hickory,default,reserve (no harvest),2080,6100.484,5868.632,6328.138,143.58,9126 +forest_type,Oak/hickory,default,reserve (no harvest),2105,7220.507,6967.136,7456.877,171.54,9126 +forest_type,Oak/hickory,default,reserve (no harvest),2125,7792.608,7479.022,8113.28,185.75,9126 +forest_type,Oak/hickory,default,managed (harvest),2030,2021.242,1924.514,2128.121,45.5,9126 +forest_type,Oak/hickory,default,managed (harvest),2055,3273.881,3143.126,3410.616,77.45,9126 +forest_type,Oak/hickory,default,managed (harvest),2080,3225.566,3129.594,3333.56,78.53,9126 +forest_type,Oak/hickory,default,managed (harvest),2105,2619.381,2523.772,2711.066,65.48,9126 +forest_type,Oak/hickory,default,managed (harvest),2125,2083.876,2024.884,2175.923,52.65,9126 +forest_type,Oak/pine,default,reserve (no harvest),2030,606.91,556.276,652.232,56.65,2236 +forest_type,Oak/pine,default,reserve (no harvest),2055,1242.518,1161.747,1360.299,118.02,2236 +forest_type,Oak/pine,default,reserve (no harvest),2080,1669.565,1539.34,1806.759,158.63,2236 +forest_type,Oak/pine,default,reserve (no harvest),2105,1917.213,1780.723,2066.373,182.67,2236 +forest_type,Oak/pine,default,reserve (no harvest),2125,2038.893,1871.61,2188.058,194.61,2236 +forest_type,Oak/pine,default,managed (harvest),2030,606.91,562.073,657.739,56.65,2236 +forest_type,Oak/pine,default,managed (harvest),2055,901.303,837.823,967.046,86.61,2236 +forest_type,Oak/pine,default,managed (harvest),2080,826.381,767.601,882.696,79.85,2236 +forest_type,Oak/pine,default,managed (harvest),2105,624.495,583.923,668.361,61.26,2236 +forest_type,Oak/pine,default,managed (harvest),2125,482.614,449.799,525.881,47.79,2236 +forest_type,Other eastern softwoods,default,reserve (no harvest),2030,53.31,38.992,72.949,65.66,137 +forest_type,Other eastern softwoods,default,reserve (no harvest),2055,95.338,68.787,139.392,125.55,137 +forest_type,Other eastern softwoods,default,reserve (no harvest),2080,123.303,85.66,160.9,163.9,137 +forest_type,Other eastern softwoods,default,reserve (no harvest),2105,142.201,104.138,191.882,186.8,137 +forest_type,Other eastern softwoods,default,reserve (no harvest),2125,150.383,104.554,192.333,196.76,137 +forest_type,Other eastern softwoods,default,managed (harvest),2030,53.31,34.579,74.445,65.66,137 +forest_type,Other eastern softwoods,default,managed (harvest),2055,66.429,47.373,85.516,89.36,137 +forest_type,Other eastern softwoods,default,managed (harvest),2080,58.232,41.936,73.422,78.8,137 +forest_type,Other eastern softwoods,default,managed (harvest),2105,45.52,34.025,59.818,59.02,137 +forest_type,Other eastern softwoods,default,managed (harvest),2125,33.983,24.04,45.56,44.05,137 +forest_type,Other western softwoods,default,reserve (no harvest),2030,41.075,32.836,51.287,33.57,455 +forest_type,Other western softwoods,default,reserve (no harvest),2055,105.862,83.944,125.613,79.31,455 +forest_type,Other western softwoods,default,reserve (no harvest),2080,154.325,125.998,185.587,116.68,455 +forest_type,Other western softwoods,default,reserve (no harvest),2105,189.419,156.07,226.663,145.07,455 +forest_type,Other western softwoods,default,reserve (no harvest),2125,209.906,167.744,254.924,161.96,455 +forest_type,Other western softwoods,default,managed (harvest),2030,41.075,32.957,49.629,33.57,455 +forest_type,Other western softwoods,default,managed (harvest),2055,69.535,57.378,84.918,49.32,455 +forest_type,Other western softwoods,default,managed (harvest),2080,56.511,45.937,70.808,42.9,455 +forest_type,Other western softwoods,default,managed (harvest),2105,42.323,35.002,52.774,33.78,455 +forest_type,Other western softwoods,default,managed (harvest),2125,33.999,27.437,41.191,27.43,455 +forest_type,Pinyon/juniper,default,reserve (no harvest),2030,24.042,17.679,31.096,3.87,4235 +forest_type,Pinyon/juniper,default,reserve (no harvest),2055,82.137,64.207,99.316,11.11,4235 +forest_type,Pinyon/juniper,default,reserve (no harvest),2080,159.948,125.068,198.596,19.91,4235 +forest_type,Pinyon/juniper,default,reserve (no harvest),2105,235.556,177.075,297.643,27.69,4235 +forest_type,Pinyon/juniper,default,reserve (no harvest),2125,282.238,210.954,374.519,31.89,4235 +forest_type,Pinyon/juniper,default,managed (harvest),2030,24.042,18.706,29.787,3.87,4235 +forest_type,Pinyon/juniper,default,managed (harvest),2055,64.995,50.399,78.925,8.21,4235 +forest_type,Pinyon/juniper,default,managed (harvest),2080,97.299,70.389,122.341,10.87,4235 +forest_type,Pinyon/juniper,default,managed (harvest),2105,106.368,78.295,146.204,10.59,4235 +forest_type,Pinyon/juniper,default,managed (harvest),2125,96.136,62.433,143.489,8.54,4235 +forest_type,Ponderosa pine,default,reserve (no harvest),2030,104.536,93.981,116.302,18.04,1958 +forest_type,Ponderosa pine,default,reserve (no harvest),2055,317.358,285.269,347.168,49.23,1958 +forest_type,Ponderosa pine,default,reserve (no harvest),2080,497.385,443.644,558.036,76.31,1958 +forest_type,Ponderosa pine,default,reserve (no harvest),2105,632.341,569.81,705.785,96.43,1958 +forest_type,Ponderosa pine,default,reserve (no harvest),2125,707.613,637.413,785.158,107.44,1958 +forest_type,Ponderosa pine,default,managed (harvest),2030,104.536,94.378,116.315,18.04,1958 +forest_type,Ponderosa pine,default,managed (harvest),2055,235.54,212.657,262.573,34.47,1958 +forest_type,Ponderosa pine,default,managed (harvest),2080,231.55,208.527,258.879,33.63,1958 +forest_type,Ponderosa pine,default,managed (harvest),2105,189.053,172.6,215.024,27.05,1958 +forest_type,Ponderosa pine,default,managed (harvest),2125,150.784,134.38,164.173,21.21,1958 +forest_type,Redwood,default,reserve (no harvest),2030,8.001,2.357,16.22,43.82,37 +forest_type,Redwood,default,reserve (no harvest),2055,28.979,10.112,52.002,163.99,37 +forest_type,Redwood,default,reserve (no harvest),2080,41.855,15.376,73.444,255.23,37 +forest_type,Redwood,default,reserve (no harvest),2105,49.865,19.105,93.343,309.98,37 +forest_type,Redwood,default,reserve (no harvest),2125,55.037,24.137,96.802,342.81,37 +forest_type,Redwood,default,managed (harvest),2030,8.001,2.68,16.21,43.82,37 +forest_type,Redwood,default,managed (harvest),2055,21.033,7.956,38.841,120.48,37 +forest_type,Redwood,default,managed (harvest),2080,13.024,5.423,22.668,92.26,37 +forest_type,Redwood,default,managed (harvest),2105,8.118,3.24,14.114,55.56,37 +forest_type,Redwood,default,managed (harvest),2125,6.881,3.264,12.761,44.74,37 +forest_type,Spruce/fir,default,reserve (no harvest),2030,657.967,608.65,701.825,88.4,2363 +forest_type,Spruce/fir,default,reserve (no harvest),2055,1137.88,1041.107,1230.136,154.4,2363 +forest_type,Spruce/fir,default,reserve (no harvest),2080,1504.761,1394.19,1622.458,204.57,2363 +forest_type,Spruce/fir,default,reserve (no harvest),2105,1760.074,1612.492,1913.798,239.63,2363 +forest_type,Spruce/fir,default,reserve (no harvest),2125,1878.523,1723.716,2031.11,255.94,2363 +forest_type,Spruce/fir,default,managed (harvest),2030,657.967,614.054,708.894,88.4,2363 +forest_type,Spruce/fir,default,managed (harvest),2055,846.537,791.245,917.525,115.97,2363 +forest_type,Spruce/fir,default,managed (harvest),2080,840.539,792.411,902.771,116.05,2363 +forest_type,Spruce/fir,default,managed (harvest),2105,732.196,683.315,787.18,101.82,2363 +forest_type,Spruce/fir,default,managed (harvest),2125,602.355,557.236,645.207,84.19,2363 +forest_type,Tanoak/laurel,default,reserve (no harvest),2030,53.289,35.022,75.183,78.31,177 +forest_type,Tanoak/laurel,default,reserve (no harvest),2055,163.955,117.673,219.328,226.94,177 +forest_type,Tanoak/laurel,default,reserve (no harvest),2080,270.866,182.941,361.063,370.29,177 +forest_type,Tanoak/laurel,default,reserve (no harvest),2105,344.027,237.794,477.597,468.35,177 +forest_type,Tanoak/laurel,default,reserve (no harvest),2125,389.12,264.691,529.865,528.88,177 +forest_type,Tanoak/laurel,default,managed (harvest),2030,53.289,36.956,73.547,78.31,177 +forest_type,Tanoak/laurel,default,managed (harvest),2055,113.389,78.748,159.812,152.02,177 +forest_type,Tanoak/laurel,default,managed (harvest),2080,112.202,79.03,150.687,149.99,177 +forest_type,Tanoak/laurel,default,managed (harvest),2105,79.639,54.148,104.596,106.64,177 +forest_type,Tanoak/laurel,default,managed (harvest),2125,65.469,46.337,87.825,87.56,177 +forest_type,Tropical hardwoods,default,reserve (no harvest),2030,5.676,2.332,10.887,43.73,24 +forest_type,Tropical hardwoods,default,reserve (no harvest),2055,14.591,5.854,26.158,106.93,24 +forest_type,Tropical hardwoods,default,reserve (no harvest),2080,19.258,8.154,34.193,144.56,24 +forest_type,Tropical hardwoods,default,reserve (no harvest),2105,21.602,10.388,37.745,164.18,24 +forest_type,Tropical hardwoods,default,reserve (no harvest),2125,22.64,10.995,35.54,170.12,24 +forest_type,Tropical hardwoods,default,managed (harvest),2030,5.676,1.923,11.303,43.73,24 +forest_type,Tropical hardwoods,default,managed (harvest),2055,9.659,3.858,17.164,68.93,24 +forest_type,Tropical hardwoods,default,managed (harvest),2080,5.932,3.203,10.101,46.66,24 +forest_type,Tropical hardwoods,default,managed (harvest),2105,3.121,1.424,4.748,25.73,24 +forest_type,Tropical hardwoods,default,managed (harvest),2125,2.048,0.949,3.315,15.49,24 +forest_type,Unknown,default,reserve (no harvest),2030,1141.974,1064.466,1234.47,49.87,4824 +forest_type,Unknown,default,reserve (no harvest),2055,2407.938,2263.932,2608.746,109.38,4824 +forest_type,Unknown,default,reserve (no harvest),2080,3373.013,3135.102,3622.182,156.19,4824 +forest_type,Unknown,default,reserve (no harvest),2105,4028.151,3803.336,4257.493,188.46,4824 +forest_type,Unknown,default,reserve (no harvest),2125,4384.149,4129.087,4704.924,206.11,4824 +forest_type,Unknown,default,managed (harvest),2030,1141.974,1040.973,1244.207,49.87,4824 +forest_type,Unknown,default,managed (harvest),2055,1722.219,1602.098,1826.267,78.77,4824 +forest_type,Unknown,default,managed (harvest),2080,1638.519,1531.047,1733.359,77.63,4824 +forest_type,Unknown,default,managed (harvest),2105,1302.24,1221.016,1394.545,62.96,4824 +forest_type,Unknown,default,managed (harvest),2125,1033.912,960.481,1093.559,50.42,4824 +forest_type,Western larch,default,reserve (no harvest),2030,14.045,10.106,19.386,38.26,163 +forest_type,Western larch,default,reserve (no harvest),2055,34.178,24.041,46.312,84.16,163 +forest_type,Western larch,default,reserve (no harvest),2080,48.224,37.56,61.022,120.21,163 +forest_type,Western larch,default,reserve (no harvest),2105,58.73,47.669,73.913,148.93,163 +forest_type,Western larch,default,reserve (no harvest),2125,65.21,48.288,87.038,166.65,163 +forest_type,Western larch,default,managed (harvest),2030,14.045,9.902,20.463,38.26,163 +forest_type,Western larch,default,managed (harvest),2055,22.776,17.665,28.886,53.24,163 +forest_type,Western larch,default,managed (harvest),2080,18.269,13.939,22.873,46.18,163 +forest_type,Western larch,default,managed (harvest),2105,13.946,10.179,17.708,37.46,163 +forest_type,Western larch,default,managed (harvest),2125,11.451,8.512,15.181,30.95,163 +forest_type,Western oak,default,reserve (no harvest),2030,19.466,15.284,23.07,47.89,227 +forest_type,Western oak,default,reserve (no harvest),2055,66.288,51.227,85.348,113.64,227 +forest_type,Western oak,default,reserve (no harvest),2080,117.56,90.269,153.562,184.82,227 +forest_type,Western oak,default,reserve (no harvest),2105,164.961,122.285,208.744,250.24,227 +forest_type,Western oak,default,reserve (no harvest),2125,197.773,146.405,258.392,296.55,227 +forest_type,Western oak,default,managed (harvest),2030,19.466,15.628,24.518,47.89,227 +forest_type,Western oak,default,managed (harvest),2055,47.747,33.034,62.76,67.9,227 +forest_type,Western oak,default,managed (harvest),2080,52.883,37.743,71.517,73.75,227 +forest_type,Western oak,default,managed (harvest),2105,49.162,35.592,65.068,68.01,227 +forest_type,Western oak,default,managed (harvest),2125,43.799,32.821,59.362,61.65,227 +forest_type,Western white pine,default,reserve (no harvest),2030,2.892,1.09,5.431,36.7,22 +forest_type,Western white pine,default,reserve (no harvest),2055,10.933,5.067,18.084,130.94,22 +forest_type,Western white pine,default,reserve (no harvest),2080,18.007,8.171,30.094,212.1,22 +forest_type,Western white pine,default,reserve (no harvest),2105,23.261,10.813,39.171,271.13,22 +forest_type,Western white pine,default,reserve (no harvest),2125,26.827,10.277,47.317,308.96,22 +forest_type,Western white pine,default,managed (harvest),2030,2.892,1.175,4.882,36.7,22 +forest_type,Western white pine,default,managed (harvest),2055,8.431,4.303,14.334,97.67,22 +forest_type,Western white pine,default,managed (harvest),2080,7.925,3.351,13.846,89.08,22 +forest_type,Western white pine,default,managed (harvest),2105,6.024,2.766,10.07,66.37,22 +forest_type,Western white pine,default,managed (harvest),2125,5.252,2.015,8.889,55.67,22 +forest_type,White/red/jack pine,default,reserve (no harvest),2030,117.333,105.798,128.224,45.84,1115 +forest_type,White/red/jack pine,default,reserve (no harvest),2055,285.604,262.422,312.354,105.84,1115 +forest_type,White/red/jack pine,default,reserve (no harvest),2080,403.13,366.624,437.532,148.78,1115 +forest_type,White/red/jack pine,default,reserve (no harvest),2105,475.942,438.246,523.811,176.34,1115 +forest_type,White/red/jack pine,default,reserve (no harvest),2125,512.48,470.054,551.204,190.27,1115 +forest_type,White/red/jack pine,default,managed (harvest),2030,117.333,106.235,129.83,45.84,1115 +forest_type,White/red/jack pine,default,managed (harvest),2055,233.915,217.405,251.597,86.54,1115 +forest_type,White/red/jack pine,default,managed (harvest),2080,251.239,231.9,271.229,93.64,1115 +forest_type,White/red/jack pine,default,managed (harvest),2105,218.669,202.074,237.802,82.92,1115 +forest_type,White/red/jack pine,default,managed (harvest),2125,182.938,170.173,197.154,69.99,1115 +forest_type,Woodland hardwoods,default,reserve (no harvest),2030,63.798,50.019,80.403,66.83,271 +forest_type,Woodland hardwoods,default,reserve (no harvest),2055,145.613,120.257,175.148,143.94,271 +forest_type,Woodland hardwoods,default,reserve (no harvest),2080,211.446,173.294,251.918,205.6,271 +forest_type,Woodland hardwoods,default,reserve (no harvest),2105,263.052,210.691,311.502,250.09,271 +forest_type,Woodland hardwoods,default,reserve (no harvest),2125,292.552,229.658,366.749,274.16,271 +forest_type,Woodland hardwoods,default,managed (harvest),2030,63.798,49.282,80.991,66.83,271 +forest_type,Woodland hardwoods,default,managed (harvest),2055,105.638,87.807,126.468,102.31,271 +forest_type,Woodland hardwoods,default,managed (harvest),2080,103.891,83.688,130.367,100.57,271 +forest_type,Woodland hardwoods,default,managed (harvest),2105,90.625,67.862,113.253,83.4,271 +forest_type,Woodland hardwoods,default,managed (harvest),2125,75.484,53.61,103.915,67.17,271 diff --git a/calibration/python/GOMPIT_INTEGRATION_FINDINGS.md b/calibration/python/GOMPIT_INTEGRATION_FINDINGS.md new file mode 100644 index 00000000..64d65bdd --- /dev/null +++ b/calibration/python/GOMPIT_INTEGRATION_FINDINGS.md @@ -0,0 +1,90 @@ +# Gompit mortality projection integration: wiring + validation findings + +Status: post-hoc projection wiring rejected by validation; **resolved by a +Fortran in-engine integration (option 1), validated on NE.** See +`calibration/output/gompit_fvs_integration_validation.md`. The post-hoc/iterative +runner below remains as the negative-result record and a diagnostic harness. + +## RESOLUTION (Fortran in-engine, option 1) + +Gompit is now substituted for FVS native mortality inside the growth loop +(`src-converted/base/gompmort.f90`, `base/common/GOMPMC.f90`, hooked into +`vls/morts.f90`). NE validation: 147 t/ac at 100 yr vs native 173, bounded and +realistic, no runaway, no crash; gompit kills less in open stands and more in +crowded stands (the crown-closure signal, dynamically). Env-gated +(`FVS_GOMPIT=1`, `FVS_GOMPIT_COEF=`) so one binary does native or gompit. +This supersedes the post-hoc approach documented below. + +## What was built + +Greg Johnson's CONUS gompit survival is now wired into the perseus projection +path so a stand can be projected with gompit mortality substituted for FVS's +native mortality, and compared against the default and old-calibrated arms. + +| file | role | +|------|------| +| `greg_mortality.py` | gompit hazard `H = exp(b0 + b1*(cr+0.01)^b2 + b3*cch^b4)`, `period_survival(spcd,cr,cch,T)`. 133 fitted species. | +| `cch_organon.py` | ORGANON crown-closure-at-tip (`cch`) port of `CAL_CCH.for`. | +| `project_mortality.py` | per-cycle glue: crown profile -> tip cch -> validated affine map (`CCH_A=0.062, CCH_B=0.0036`, Spearman 0.93) -> survival. **Fix:** `spp_group` now returns an int group (was a str, which `KeyError`-ed against `cch_organon`'s int-keyed parameter tables — the `cycle_survival` path had never run end to end). | +| `run_gompit_projection.py` | the runner: `default`, `calibrated`, `posthoc`, `iterative` arms; closed-cohort (`--regen off`) toggle; FVS `TreeId`-tracked TPA. | + +FVS treelist facts confirmed during this work: the live-tree table carries a +stable `TreeId`/`TreeIndex` per tree across all cycles (trees are trackable for +proper iterative mortality), and `PctCr` (percent) not a 0-1 crown ratio, so the +runner maps `CrRatio = PctCr/100`. + +## Validation result (NE, 6 stands, 100 yr, 20x5 yr) + +Mean AGB (short tons/ac): + +| proj_yr | default | old-calibrated | gompit posthoc | gompit iterative | +|--------:|--------:|---------------:|---------------:|-----------------:| +| 0 | 8.2 | 8.2 | 8.2 | 8.2 | +| 25 | 69.2 | 36.4 | 775 | 142.6 | +| 50 | 111.2| 54.2 | 1481 | 353.1 | +| 100 | 158.3| 76.7 | 923 | crash | + +Both gompit arms run away to physically impossible biomass; the iterative arm +also crashes FVS after ~yr50 on over-dense stands. + +## Why naive substitution fails (the finding) + +To let gompit own mortality, both gompit arms set `MORTMULT 0` (FVS mortality +off). But **FVS growth is calibrated to occur alongside FVS mortality**. With +FVS mortality disabled: + +1. the initial cohort grows for 100 yr with no competition mortality, so trees + get far too large (the single-shot `posthoc` arm: 6x default biomass even + after the gompit TPA reduction is applied); +2. automatic establishment keeps adding stems and `NOAUTOES` did **not** suppress + it for NE (byte-identical results with/without), so density compounds; and +3. gompit's fitted hazards are too low to regulate that unchecked density, so + even the correct cycle-by-cycle `iterative` re-entry (which feeds the + gompit-thinned stand into the next cycle, inventory year advanced) still + balloons and eventually drives FVS to fail on impossibly dense stands. + +The TPA bookkeeping is correct (TreeId-tracked, cumulative survival); the problem +is upstream — you cannot remove FVS mortality and keep FVS growth realistic. + +## Options (Aaron's call — this is the mortality science) + +1. **Fortran integration.** Replace native mortality inside the FVS growth loop + so growth, SDImax density mortality, and gompit all interact each cycle. + Most faithful; largest effort. +2. **Closed-cohort re-entry done right.** Keep the iterative harness but (a) + find the correct keyword to actually disable NE establishment (NOAUTOES is a + no-op here) and (b) confirm gompit hazards regulate density, or add the + SDImax density-mortality term back so density can't run away. +3. **Static pure-demographic comparison (already validated).** The `+41.5% BA` + result came from holding DBH/Ht fixed and iterating only TPA under each + mortality model (`project_compare.py`). This isolates the mortality model + cleanly and is CONUS-cheap, but is demographic, not a growth projection. +4. **Re-examine the gompit fit** if the intended design is mortality-regulated + density without FVS's density term. + +## Recommendation + +Do not launch a CONUS gompit campaign on the current wiring — it is invalid. +The harness is correct and reusable; pick a design (1-4) first. Option 3 +reproduces the validated manuscript number immediately; option 1 or 2 is needed +for a true gompit growth-and-yield projection. diff --git a/calibration/python/project_mortality.py b/calibration/python/project_mortality.py index 15bef837..0e7abcee 100644 --- a/calibration/python/project_mortality.py +++ b/calibration/python/project_mortality.py @@ -31,7 +31,7 @@ def spp_group(spcd: int) -> str: """Coarse FIA-SPCD -> ORGANON crown group (matches the cch validation).""" - return "1" if int(spcd) < 300 else "16" + return 1 if int(spcd) < 300 else 16 def cycle_survival(tl, greg: GregMortality, years: float, diff --git a/calibration/python/refine_cch_crosswalk.py b/calibration/python/refine_cch_crosswalk.py new file mode 100644 index 00000000..3a538eab --- /dev/null +++ b/calibration/python/refine_cch_crosswalk.py @@ -0,0 +1,131 @@ +#!/usr/bin/env python3 +"""Refine the FIA->ORGANON crown group crosswalk and re-fit the affine cch map. + +The gompit projection uses cch = crown closure at tree tip, computed at run time +by an ORGANON crown-closure port (cch_organon) and mapped onto the gompit cch +scale by an affine fit cch = A + B*cch_hat. The original crosswalk was a coarse +softwood/hardwood proxy (FIA<300 -> ORGANON group 1 DF, else 16 RA), which fits +PNW conifer well but southern/eastern species poorly. + +This script replaces it with a genus / crown-form crosswalk over all 18 ORGANON +SWO groups, recomputes cch_hat on the held cch validation sample (the same +117k-tree, 4000-plot set used to fit the original affine map), and reports +whether Spearman correlation with the panel's stored CCH1 improves. If it does, +the new CCH_A/CCH_B and the GGRP assignment go into cch_organon.py + gompmort.f90. + +EXPAN is reconstructed from DBH exactly as validate_cch.R did (6.018 TPA for +DBH>=5 in, 74.965 below), so this reproduces that fit on the identical trees. + +Usage: + python refine_cch_crosswalk.py --sample cch_validation_sample.csv +""" +from __future__ import annotations +import argparse +import numpy as np +import pandas as pd +import cch_organon as CC + + +# --------------------------------------------------------------------------- +# Refined FIA-SPCD -> ORGANON SWO crown group (1..18). +# Groups: 1 DF, 2 GW(true fir/spruce), 3 PP(hard pine/larch), 4 SP(white pine), +# 5 IC(incense cedar/juniper/cypress), 6 WH(hemlock/redwood/baldcypress), +# 7 RC(Thuja/arborvitae), 8 PY(yew/torreya), 9 MD(madrone), 10 GC(chinquapin), +# 11 TA(tanoak), 12 CL(evergreen live oak), 13 BL(maple), 14 WO(generic broad +# hardwood / white & red oaks / ash / hickory / etc.), 16 RA(alder/birch/aspen), +# 17 PD(dogwood), 18 WI(willow). (15 BO folded into 14; 13 used for maples.) +# --------------------------------------------------------------------------- +WHITE_PINES = {101, 113, 117, 119, 129} # soft (white) pine subgenus +LIVE_OAKS = {801, 805, 807, 808, 810, 843, 846, 838} # western evergreen oaks + + +import os +MODE = os.environ.get("GRP_MODE", "refined") # refined | conifer (hardwoods->16) + + +def grp(spcd: int) -> int: + s = int(spcd) + if MODE == "conifer" and s >= 300: + return 16 # keep hardwoods on the coarse RA proxy + # ---- conifers ---- + if s < 300: + if s == 202 or s == 201: return 1 # Douglas-fir + if 10 <= s <= 19: return 2 # Abies (true firs) + if 90 <= s <= 99: return 2 # Picea (spruce) + if 260 <= s <= 269: return 6 # Tsuga (hemlock) + if s in (211, 212, 221, 222): return 6 # redwood/sequoia/baldcypress + if s in (241, 242): return 7 # Thuja / arborvitae + if s in (231, 251): return 8 # yew / torreya + if 40 <= s <= 69 or s == 81: return 5 # cedars / junipers / cypress + if 70 <= s <= 79: return 3 # Larix (larch) + if 100 <= s <= 140: # pines + return 4 if s in WHITE_PINES else 3 + return 1 # other conifer -> DF + # ---- hardwoods ---- + if 310 <= s <= 329: return 13 # Acer (maples) + if 350 <= s <= 360: return 16 # Alnus (alder) + if s == 361: return 9 # Arbutus (madrone) + if 370 <= s <= 379: return 16 # Betula (birch) + if s == 431: return 10 # Chrysolepis (chinquapin) + if s in (491, 492): return 17 # Cornus (dogwood) + if s == 631: return 11 # tanoak + if 740 <= s <= 749: return 16 # Populus (aspen/cottonwood) + if 920 <= s <= 928: return 18 # Salix (willow) + if 800 <= s <= 849: # Quercus (oaks) + return 12 if s in LIVE_OAKS else 14 + return 14 # generic broad hardwood + + +def cch_hat_for_plot(g: pd.DataFrame) -> np.ndarray: + trees = [] + for _, r in g.iterrows(): + dbh = float(r["DBH"]) + trees.append(dict(group=int(r["G"]), DBH=dbh, HT=float(r["HT"]), + CR=float(r["CR"]), + EXPAN=6.018 if dbh >= 5 else 74.965)) + valid = [t for t in trees if np.isfinite(t["HT"]) and t["HT"] > 0 + and 0 < t["CR"] <= 1 and np.isfinite(t["DBH"]) and t["DBH"] > 0] + if not valid: + return np.full(len(g), np.nan) + prof = CC.crown_closure(valid) + out = [] + for _, r in g.iterrows(): + h = float(r["HT"]) + out.append(CC.tree_cch(h, prof) if np.isfinite(h) and h > 0 else np.nan) + return np.array(out) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--sample", required=True) + a = ap.parse_args() + d = pd.read_csv(a.sample) + d["G"] = d["SPCD"].apply(grp) + d["cch_new"] = (d.groupby("PLT_CN", group_keys=False) + .apply(lambda g: pd.Series(cch_hat_for_plot(g), index=g.index))) + m = d.copy() + + def report(col): + sub = m[np.isfinite(m[col]) & np.isfinite(m["CCH1"])] + x = sub[col].to_numpy(float) + y = sub["CCH1"].to_numpy(float) + pear = np.corrcoef(x, y)[0, 1] + spear = pd.Series(x).corr(pd.Series(y), method="spearman") + # ordinary least squares slope/intercept via covariance (robust) + xm, ym = x.mean(), y.mean() + b = ((x - xm) * (y - ym)).sum() / ((x - xm) ** 2).sum() + a0 = ym - b * xm + return pear, spear, a0, b, len(sub) + + pe_o, sp_o, Ao, Bo, no = report("cch_hat") + pe_n, sp_n, A, B, nn = report("cch_new") + print(f"COARSE (sw/hw): n={no} Pearson={pe_o:.3f} Spearman={sp_o:.3f} (A={Ao:.4f} B={Bo:.6f})") + print(f"REFINED (genus): n={nn} Pearson={pe_n:.3f} Spearman={sp_n:.3f}") + print(f"refined affine map: CCH_A={A:.4f} CCH_B={B:.6f}") + # group usage + print("group usage (refined):") + print(d.groupby("G")["SPCD"].nunique().to_string()) + + +if __name__ == "__main__": + main() diff --git a/calibration/python/run_gompit_projection.py b/calibration/python/run_gompit_projection.py new file mode 100644 index 00000000..3a143a96 --- /dev/null +++ b/calibration/python/run_gompit_projection.py @@ -0,0 +1,424 @@ +#!/usr/bin/env python3 +"""Gompit-mortality projection runner (Greg Johnson CONUS survival in the loop). + +This wires Greg Johnson's gompit survival -- annual hazard + H = exp(b0 + b1*(cr+0.01)^b2 + b3*cch^b4), P(survive T) = exp(-H*T) +-- into the perseus FVS projection path so a stand can be projected with gompit +mortality substituted for FVS's native mortality, then compared against the +default and the (over-reducing) old-calibrated arms. + +The mortality science is Aaron's: the gompit coefficients, the ORGANON crown +closure proxy (cch_organon), and the validated affine map onto the gompit cch +scale (project_mortality.cycle_survival, CCH_A/CCH_B from 35d_validate_cch.R, +Spearman 0.93). This script is the *wiring + validation* layer only. + +Two gompit arms are implemented because they trade rigor against cost: + + iterative -- cycle-by-cycle re-entry. Run FVS one cycle with calibrated + growth and MORTMULT 0 (mortality off so no trees are dropped), + read the grown treelist, apply gompit survival to TPA, rebuild + the treeinit from the thinned/grown stand, and feed it into the + next cycle. Growth therefore sees the gompit-reduced density each + cycle. Correct, but costs num_cycles FVS calls per stand. + + posthoc -- single-shot. Run FVS once for all cycles with calibrated growth + and MORTMULT 0, then walk the returned per-cycle treelists and + reduce each tree's TPA by the cumulative product of its gompit + survivals (tracked by the stable FVS TreeId). One FVS call per + stand; growth does NOT see the thinning (density slightly high). + +Validation goal: confirm posthoc ~= iterative on a sample so the cheap posthoc +arm can be used for the full CONUS campaign, and confirm the gompit AGB sits +between default and the over-reduced old-calibrated arm. + +FVS treelist note: the live-tree table carries PctCr (percent), not a 0-1 crown +ratio, and SpeciesFIA / DBH / Ht / TPA / TreeId. We map CrRatio = PctCr / 100. + +Usage: + python run_gompit_projection.py --variant ne --n 20 \ + --coeff conus_mort/full_out/greg_mortality_coefficients.csv \ + --standinit-dir .../standinit_by_variant \ + --treeinit-dir .../FIA_fresh/treeinit \ + --output out_gompit/ne_validation.csv [--arms default,calibrated,iterative,posthoc] +""" +from __future__ import annotations + +import argparse +import copy +import json +import logging +import os +import sys + +import numpy as np +import pandas as pd + +PROJECT_ROOT = os.environ.get("FVS_PROJECT_ROOT", os.path.expanduser("~/fvs-modern")) +sys.path.insert(0, PROJECT_ROOT) +sys.path.insert(0, os.path.join(PROJECT_ROOT, "calibration", "python")) +import perseus_100yr_projection as P # noqa: E402 + +# gompit glue (Aaron's validated pieces) +from greg_mortality import GregMortality # noqa: E402 +from project_mortality import cycle_survival # noqa: E402 + +logging.basicConfig(level=logging.INFO, + format="%(asctime)s [%(levelname)s] %(message)s") +log = logging.getLogger("gompit") + +def set_regeneration(enabled: bool) -> None: + """Toggle FVS automatic establishment in the shared keyfile template. + + The default eastern keyfiles fire the establishment model every cycle, so + ingrowth keeps adding stems. That is fine for a regen-on reference run, but + it confounds a *mortality-model* comparison: with FVS mortality disabled + (gompit arm), unchecked regeneration makes biomass run away. For a clean + closed-cohort comparison (same trees, three mortality models) we inject + NOAUTOES so no new cohorts are established in any arm.""" + base = getattr(P, "_KEYFILE_TEMPLATE_ORIG", None) + if base is None: + P._KEYFILE_TEMPLATE_ORIG = P.KEYFILE_TEMPLATE + base = P.KEYFILE_TEMPLATE + if enabled: + P.KEYFILE_TEMPLATE = base + else: + # NOAUTOES = turn off automatic establishment (closed cohort) + P.KEYFILE_TEMPLATE = base.replace("ECHOSUM\n", "ECHOSUM\nNOAUTOES\n", 1) + + +FIPS = {1: "AL", 2: "AK", 4: "AZ", 5: "AR", 6: "CA", 8: "CO", 9: "CT", 10: "DE", + 12: "FL", 13: "GA", 16: "ID", 17: "IL", 18: "IN", 19: "IA", 20: "KS", + 21: "KY", 22: "LA", 23: "ME", 24: "MD", 25: "MA", 26: "MI", 27: "MN", + 28: "MS", 29: "MO", 30: "MT", 31: "NE", 32: "NV", 33: "NH", 34: "NJ", + 35: "NM", 36: "NY", 37: "NC", 38: "ND", 39: "OH", 40: "OK", 41: "OR", + 42: "PA", 44: "RI", 45: "SC", 46: "SD", 47: "TN", 48: "TX", 49: "UT", + 50: "VT", 51: "VA", 53: "WA", 54: "WV", 55: "WI", 56: "WY"} + + +# --------------------------------------------------------------------------- +# gompit config (calibrated growth, mortality disabled so FVS keeps every tree) +# --------------------------------------------------------------------------- +def build_gompit_config_dir(base_config_dir: str, variant: str, dest_dir: str) -> str: + """Write a calibrated config with mort_multiplier zeroed (MORTMULT 0). + + Keeps the calibrated DG/HI/HD/CR multipliers (growth calibration) but sets + mortality to zero so FVS does not remove trees -- gompit owns mortality. + Returns the config dir to hand to perseus (P.CONFIG_DIR).""" + src = os.path.join(base_config_dir, "calibrated", f"{variant.lower()}.json") + with open(src) as fh: + cfg = json.load(fh) + maxsp = int(cfg.get("maxsp")) + cm = cfg.setdefault("calibration_multipliers", {}) + cm["mort_multiplier"] = [0.0] * maxsp # MORTMULT 0 -> mortality off + prov = cm.get("provenance", {}) + if isinstance(prov, dict): + prov["mort_mapping"] = "zeroed (gompit arm; FVS mortality disabled)" + os.makedirs(os.path.join(dest_dir, "calibrated"), exist_ok=True) + out = os.path.join(dest_dir, "calibrated", f"{variant.lower()}.json") + with open(out, "w") as fh: + json.dump(cfg, fh) + return dest_dir + + +# --------------------------------------------------------------------------- +# treelist (grown) -> fvs_treeinit table (for cycle re-entry) +# --------------------------------------------------------------------------- +def treelist_to_treeinit(tl: pd.DataFrame, stand_id: str, + tpa_override: dict | None = None) -> pd.DataFrame: + """Convert a grown FVS treelist back into the fvs_treeinit input schema. + + tpa_override: optional {TreeId(str): tpa} to inject gompit-thinned expansion. + Trees whose override TPA is <= 0 are dropped.""" + recs = [] + for _, r in tl.iterrows(): + tid = str(r["TreeId"]) + tpa = float(r["TPA"]) + if tpa_override is not None: + tpa = float(tpa_override.get(tid, 0.0)) + if not np.isfinite(tpa) or tpa <= 0: + continue + dbh = float(r.get("DBH", 0) or 0) + if not np.isfinite(dbh) or dbh < 1.0: + continue + ht = r.get("Ht", 0) + pctcr = r.get("PctCr", 0) + recs.append({ + "stand_id": stand_id, + "plot_id": int(float(r.get("PtIndex", 1) or 1)), + "tree_id": int(float(r.get("TreeIndex", len(recs) + 1))), + "tree_count": tpa, + "species": int(float(r.get("SpeciesFIA", 0) or 0)), + "diameter": round(dbh, 1), + "ht": round(float(ht), 0) if pd.notna(ht) and float(ht) > 0 else 0, + "crratio": int(float(pctcr)) if pd.notna(pctcr) and float(pctcr) > 0 else 0, + }) + return pd.DataFrame(recs) + + +def _treelist_survival(tl: pd.DataFrame, greg: GregMortality, years: float) -> dict: + """Per-TreeId gompit survival for one cycle. CrRatio = PctCr/100. + + Returns {TreeId(str): survival in (0,1]}. Species without a fitted gompit + get survival = 1.0 (no native fallback because FVS mortality is off).""" + t = tl.copy() + t["CrRatio"] = pd.to_numeric(t["PctCr"], errors="coerce").fillna(0) / 100.0 + surv = cycle_survival(t, greg, years=years, + spcd_col="SpeciesFIA", dbh_col="DBH", ht_col="Ht", + cr_col="CrRatio", tpa_col="TPA") + out = {} + for (_, r), s in zip(t.iterrows(), surv): + out[str(r["TreeId"])] = 1.0 if s is None else float(s) + return out + + +# --------------------------------------------------------------------------- +# the four arms +# --------------------------------------------------------------------------- +def arm_native(sdf, tdf, sid, variant, nsbe, inv_year, config_version, + num_cycles, cycle_length): + """default (None) or calibrated -- single FVS call, FVS owns mortality.""" + fr = P.run_fvs_projection(sdf, tdf, sid, variant, config_version=config_version, + num_cycles=num_cycles, cycle_length=cycle_length) + out = [] + for cy, tl in sorted(fr["treelists"].items()): + if cy - inv_year < 0: + continue + out.append((cy, cy - inv_year, P.compute_plot_agb(tl, nsbe))) + return out + + +def arm_gompit_posthoc(sdf, tdf, sid, variant, nsbe, inv_year, gompit_dir, + greg, num_cycles, cycle_length): + """Single FVS call (calibrated growth, MORTMULT 0); cumulative gompit TPA + override tracked by stable TreeId. Growth does NOT see the thinning.""" + saved = P.CONFIG_DIR + P.CONFIG_DIR = gompit_dir + try: + fr = P.run_fvs_projection(sdf, tdf, sid, variant, config_version="calibrated", + num_cycles=num_cycles, cycle_length=cycle_length) + finally: + P.CONFIG_DIR = saved + years = sorted(fr["treelists"].keys()) + out = [] + surv_tpa: dict[str, float] = {} + for i, cy in enumerate(years): + tl = fr["treelists"][cy].copy() + # initialise / carry surviving expansion by TreeId (FVS TPA == initial, + # constant, because mortality is off) + for _, r in tl.iterrows(): + tid = str(r["TreeId"]) + if tid not in surv_tpa: + surv_tpa[tid] = float(r["TPA"]) + tl["TPA"] = [surv_tpa.get(str(r["TreeId"]), 0.0) for _, r in tl.iterrows()] + if cy - inv_year >= 0: + out.append((cy, cy - inv_year, P.compute_plot_agb(tl, nsbe))) + # apply this cycle's gompit survival to carry TPA into the next cycle + if i < len(years) - 1: + yr_len = years[i + 1] - cy + s = _treelist_survival(fr["treelists"][cy], greg, yr_len) + for tid in list(surv_tpa): + surv_tpa[tid] *= s.get(tid, 1.0) + return out + + +def arm_gompit_iterative(plot_data, st_rows, sid, variant, nsbe, inv_year, + gompit_dir, greg, num_cycles, cycle_length, + build_treeinit): + """Cycle-by-cycle re-entry: one FVS cycle at a time, gompit thinning fed back + so growth sees the reduced density. Correct but num_cycles FVS calls.""" + saved = P.CONFIG_DIR + P.CONFIG_DIR = gompit_dir + out = [] + try: + cur_tdf = build_treeinit(st_rows, sid) + if cur_tdf.empty: + return out + cur_year = inv_year + elapsed = 0 + for c in range(num_cycles): + # rebuild the standinit each re-entry so FVS projects from cur_year, + # not the original inventory year (otherwise every cycle re-projects + # the same inv_year..inv_year+cycle window). + pdat = dict(plot_data) + pdat["INVYR"] = cur_year + sdf = P.build_fvs_standinit(pdat, sid, variant) + fr = P.run_fvs_projection(sdf, cur_tdf, sid, variant, + config_version="calibrated", + num_cycles=1, cycle_length=cycle_length) + yrs = sorted(fr["treelists"].keys()) + if not yrs: + break + y0 = yrs[0] + if c == 0: # record the starting state once (proj_year 0) + out.append((inv_year, 0, P.compute_plot_agb(fr["treelists"][y0], nsbe))) + if len(yrs) < 2: + break # no projected end state -> stand stopped + y_end = yrs[-1] + grown = fr["treelists"][y_end] + # gompit survival over this cycle, from the START crown state + s = _treelist_survival(fr["treelists"][y0], greg, y_end - y0) + thinned_tpa = {str(r["TreeId"]): float(r["TPA"]) * s.get(str(r["TreeId"]), 1.0) + for _, r in grown.iterrows()} + tl = grown.copy() + tl["TPA"] = [thinned_tpa.get(str(r["TreeId"]), 0.0) for _, r in tl.iterrows()] + elapsed += (y_end - y0) + out.append((inv_year + elapsed, elapsed, P.compute_plot_agb(tl, nsbe))) + # feed the grown + gompit-thinned stand into the next cycle + cur_tdf = treelist_to_treeinit(grown, sid, tpa_override=thinned_tpa) + cur_year = y_end + if cur_tdf.empty: + break + finally: + P.CONFIG_DIR = saved + return out + + +# --------------------------------------------------------------------------- +def main(): + ap = argparse.ArgumentParser(description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + ap.add_argument("--variant", required=True) + ap.add_argument("--n", type=int, default=20, help="stands to sample") + ap.add_argument("--coeff", required=True, help="greg_mortality_coefficients.csv") + ap.add_argument("--standinit-dir", required=True) + ap.add_argument("--treeinit-dir", required=True) + ap.add_argument("--output", required=True) + ap.add_argument("--config-dir", default=P.CONFIG_DIR) + ap.add_argument("--gompit-config-dir", default="/tmp/gompit_config") + ap.add_argument("--num-cycles", type=int, default=20) + ap.add_argument("--cycle-length", type=int, default=5) + ap.add_argument("--arms", default="default,calibrated,posthoc,iterative") + ap.add_argument("--seed", type=int, default=42) + ap.add_argument("--regen", choices=["on", "off"], default="off", + help="automatic establishment; 'off' = closed-cohort " + "comparison (recommended for mortality-model isolation)") + a = ap.parse_args() + + arms = [x.strip() for x in a.arms.split(",") if x.strip()] + variant = a.variant.lower() + set_regeneration(a.regen == "on") + log.info(f"regeneration: {a.regen} (closed cohort)" if a.regen == "off" + else "regeneration: on") + + # the treeinit builder lives in the canonical CONUS runner; import it + sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) + try: + import run_conus_task_fvstreeinit as RC # noqa: E402 + build_treeinit = RC.treeinit_for_stand + except Exception: + # fallback: identical near-passthrough builder + def build_treeinit(fvs_rows, stand_id): + recs = [] + for i, t in enumerate(fvs_rows.itertuples(index=False)): + d = getattr(t, "DIAMETER", np.nan) + if pd.isna(d) or float(d) < 1.0: + continue + ht = getattr(t, "HT", 0) + cr = getattr(t, "CRRATIO", 0) + recs.append({"stand_id": stand_id, + "plot_id": int(float(getattr(t, "PLOT_ID", 1) or 1)), + "tree_id": i + 1, + "tree_count": float(getattr(t, "TREE_COUNT", 1.0) or 1.0), + "species": int(float(getattr(t, "SPECIES", 0) or 0)), + "diameter": round(float(d), 1), + "ht": round(float(ht), 0) if pd.notna(ht) and ht not in ("", None) and float(ht) > 0 else 0, + "crratio": int(float(cr)) if pd.notna(cr) and cr not in ("", None) and float(cr) > 0 else 0}) + return pd.DataFrame(recs) + + greg = GregMortality(a.coeff) + gompit_dir = build_gompit_config_dir(a.config_dir, variant, a.gompit_config_dir) + log.info(f"gompit config -> {gompit_dir} (mort zeroed); fitted species: {len(greg.coef)}") + + nsbe = P.NSBECalculator(P.NSBE_ROOT) + + si = pd.read_csv(os.path.join(a.standinit_dir, f"standinit_{variant.upper()}.csv"), + low_memory=False) + si["STAND_CN"] = si["STAND_CN"].apply(lambda x: str(int(float(x))) if pd.notna(x) else "") + + # collect stands that have matching trees, up to --n + selected = [] + cache = {} + for state_fips, grp in si.groupby("STATE"): + if len(selected) >= a.n: + break + try: + state = FIPS[int(float(state_fips))] + except (KeyError, ValueError, TypeError): + continue + tfile = os.path.join(a.treeinit_dir, f"{state}_FVS_TREEINIT_PLOT.csv") + if not os.path.exists(tfile): + continue + if state not in cache: + tt = pd.read_csv(tfile, low_memory=False) + tt["STAND_CN"] = tt["STAND_CN"].apply(lambda x: str(int(float(x))) if pd.notna(x) else "") + cache[state] = {k: v for k, v in tt.groupby("STAND_CN")} + by_cn = cache[state] + for _, stand in grp.iterrows(): + if len(selected) >= a.n: + break + cn = stand["STAND_CN"] + rows = by_cn.get(cn) + if rows is None or rows.empty: + continue + selected.append((state, cn, stand, rows)) + + log.info(f"{variant}: {len(selected)} stands with trees selected") + out_rows = [] + for state, cn, stand, rows in selected: + sid = f"S{cn}" + inv_year = int(float(stand.get("INV_YEAR") or 2010)) + plot_data = {"INVYR": inv_year, "LAT": stand.get("LATITUDE"), + "LON": stand.get("LONGITUDE"), + "ELEV": stand.get("ELEVFT") or 500, "SLOPE": stand.get("SLOPE") or 10, + "ASPECT": stand.get("ASPECT") or 180, "STDAGE": stand.get("AGE") or 50} + try: + sdf = P.build_fvs_standinit(plot_data, sid, variant) + tdf = build_treeinit(rows, sid) + except Exception as e: + log.warning(f"{cn}: build failed: {e}") + continue + if tdf.empty: + continue + + results = {} + try: + if "default" in arms: + results["default"] = arm_native(sdf, tdf, sid, variant, nsbe, inv_year, + None, a.num_cycles, a.cycle_length) + if "calibrated" in arms: + results["calibrated"] = arm_native(sdf, tdf, sid, variant, nsbe, inv_year, + "calibrated", a.num_cycles, a.cycle_length) + if "posthoc" in arms: + results["gompit_posthoc"] = arm_gompit_posthoc( + sdf, tdf, sid, variant, nsbe, inv_year, gompit_dir, greg, + a.num_cycles, a.cycle_length) + if "iterative" in arms: + results["gompit_iterative"] = arm_gompit_iterative( + plot_data, rows, sid, variant, nsbe, inv_year, gompit_dir, greg, + a.num_cycles, a.cycle_length, build_treeinit) + except Exception as e: + log.warning(f"{cn}: projection failed: {e}") + continue + + for arm, series in results.items(): + for cy, py, agb in series: + out_rows.append({"STAND_CN": cn, "STATE": state, "VARIANT": variant.upper(), + "ARM": arm, "YEAR": cy, "PROJ_YEAR": py, + "AGB_TONS_AC": round(float(agb), 4)}) + log.info(f" {cn}: arms={list(results.keys())}") + + os.makedirs(os.path.dirname(os.path.abspath(a.output)), exist_ok=True) + df = pd.DataFrame(out_rows) + df.to_csv(a.output, index=False) + log.info(f"wrote {len(df)} rows -> {a.output}") + + # quick validation summary at the terminal year + if not df.empty: + last = df["PROJ_YEAR"].max() + piv = (df[df["PROJ_YEAR"] == last] + .groupby("ARM")["AGB_TONS_AC"].mean().round(2)) + log.info(f"mean AGB at proj_year {last} by arm:\n{piv.to_string()}") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/build_plantation_flag.py b/calibration/stress/build_plantation_flag.py new file mode 100644 index 00000000..8ed260f9 --- /dev/null +++ b/calibration/stress/build_plantation_flag.py @@ -0,0 +1,46 @@ +#!/usr/bin/env python3 +"""build_plantation_flag.py -- per-plot plantation flag from FIADB COND. + +A plot is a plantation if the majority (by CONDPROP_UNADJ) of its forested area +is in conditions with STDORGCD == 1 (clear evidence of artificial regeneration). +This drives the plantation-aware management scenarios (intensive harvest confined +to plantations; see fvs_managed_v2.py). + +Output: plt_plantation.csv (PLT_CN, plantation 0/1, STATE). +National plantation fraction ~10% (GA 28%, MS 27%, OR 20%, ME 2.4%). +""" +import glob +import os + +import pandas as pd + +COND = os.environ.get("FIA_COND_DIR", "/fs/scratch/PUOM0008/crsfaaron/FIA") +NEED = ["PLT_CN", "COND_STATUS_CD", "STDORGCD", "CONDPROP_UNADJ"] + + +def main(): + rows, skipped = [], [] + for f in sorted(glob.glob(os.path.join(COND, "*_COND.csv"))): + st = os.path.basename(f).split("_")[0] + cols = pd.read_csv(f, nrows=0).columns.tolist() + if not all(c in cols for c in NEED): + skipped.append(st) + continue + d = pd.read_csv(f, usecols=NEED, dtype={"PLT_CN": str}, low_memory=False) + d = d[d.COND_STATUS_CD == 1] # forested conditions + d = d.assign(pl_prop=(d.STDORGCD == 1) * d.CONDPROP_UNADJ) + g = d.groupby("PLT_CN").agg(pl=("pl_prop", "sum"), + tot=("CONDPROP_UNADJ", "sum")) + g["plantation"] = (g.pl > 0.5 * g.tot).astype(int) + pf = g.reset_index()[["PLT_CN", "plantation"]] + pf["STATE"] = st + rows.append(pf) + allp = pd.concat(rows, ignore_index=True) + allp["PLT_CN"] = allp.PLT_CN.str.replace(r"\.0$", "", regex=True) + allp.to_csv("plt_plantation.csv", index=False) + print(f"plots {len(allp)} plantation {int(allp.plantation.sum())} " + f"{100 * allp.plantation.mean():.1f}% skipped: {skipped}") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/build_state_harvest_rates.R b/calibration/stress/build_state_harvest_rates.R new file mode 100644 index 00000000..b89934d0 --- /dev/null +++ b/calibration/stress/build_state_harvest_rates.R @@ -0,0 +1,74 @@ +#!/usr/bin/env Rscript +# build_state_harvest_rates.R +# Per-state annual harvest + disturbance rates for the FVS "managed (harvest)" +# PERSEUS scenario, sampled at the actual FIA plot locations so each state's +# rate is the harvest/disturbance regime its own plots sit in (data-driven, +# region/forest-type specific via plot geography, repeatable). +# +# Harvest driver: conus_expected_ba_removed_annual (occurrence x intensity, +# the expected FRACTION of standing basal area removed per year), NAD83 Albers. +# Also samples p_partial / p_clearcut / p_stand_replacement for context. +# Disturbance driver: p_disturbance_2022.tif (annual P(disturbance)), WGS84. +# +# Output: state_harvest_rates.csv (state, n, harvest_frac_yr, p_partial, +# p_clearcut, p_standrepl, disturbance_frac_yr) +suppressMessages({library(terra); library(data.table)}) + +SD <- "/fs/scratch/PUOM0008/crsfaaron/fvs_stress" +MAPS <- "/fs/scratch/PUOM0008/crsfaaron/conus_hcs/data/analytic/maps_conus_canonical" +DIST <- "/fs/scratch/PUOM0008/crsfaaron/TREEMAP_outputs_wgs84/p_disturbance_2022.tif" +OUT <- file.path(SD, "state_harvest_rates.csv") + +# ---- plot points (lat/lon/state) from all standinit files ---- +sis <- list.files(file.path(SD, "standinit_by_variant"), + pattern = "^standinit_.*\\.csv$", full.names = TRUE) +pts <- rbindlist(lapply(sis, function(f) + fread(f, select = c("LATITUDE", "LONGITUDE", "STATE"))), fill = TRUE) +pts <- pts[is.finite(LATITUDE) & is.finite(LONGITUDE) & + LONGITUDE < -50 & LATITUDE > 17] +# cap per state for speed (rate is a mean; 8000 pts/state is ample) +set.seed(1) +pts <- pts[, .SD[sample(.N, min(.N, 8000))], by = STATE] +cat(sprintf("%d plot points across %d states\n", nrow(pts), uniqueN(pts$STATE))) + +FIPS <- c("1"="AL","2"="AK","4"="AZ","5"="AR","6"="CA","8"="CO","9"="CT","10"="DE", + "12"="FL","13"="GA","16"="ID","17"="IL","18"="IN","19"="IA","20"="KS","21"="KY", + "22"="LA","23"="ME","24"="MD","25"="MA","26"="MI","27"="MN","28"="MS","29"="MO", + "30"="MT","31"="NE","32"="NV","33"="NH","34"="NJ","35"="NM","36"="NY","37"="NC", + "38"="ND","39"="OH","40"="OK","41"="OR","42"="PA","44"="RI","45"="SC","46"="SD", + "47"="TN","48"="TX","49"="UT","50"="VT","51"="VA","53"="WA","54"="WV","55"="WI","56"="WY") +pts[, ST := FIPS[as.character(as.integer(STATE))]] +pts <- pts[!is.na(ST)] + +vpt <- vect(as.data.frame(pts), geom = c("LONGITUDE", "LATITUDE"), + crs = "EPSG:4326") + +samp <- function(path, albers) { + r <- rast(path) + v <- if (albers) project(vpt, crs(r)) else vpt + as.numeric(terra::extract(r, v, ID = FALSE)[, 1]) +} + +cat("sampling harvest rasters (Albers)...\n") +pts[, harvest_frac := samp(file.path(MAPS, + "conus_expected_ba_removed_annual_240m_2024_conus.tif"), TRUE)] +pts[, p_partial := samp(file.path(MAPS, + "conus_p_partial_annual_240m_2024_conus.tif"), TRUE)] +pts[, p_clearcut := samp(file.path(MAPS, + "conus_p_clearcut_annual_240m_2024_conus.tif"), TRUE)] +pts[, p_standrepl := samp(file.path(MAPS, + "conus_p_stand_replacement_annual_240m_2024_conus.tif"), TRUE)] +cat("sampling disturbance raster (WGS84)...\n") +pts[, dist_frac := samp(DIST, FALSE)] + +agg <- pts[, .( + n = .N, + harvest_frac_yr = mean(harvest_frac, na.rm = TRUE), + p_partial = mean(p_partial, na.rm = TRUE), + p_clearcut = mean(p_clearcut, na.rm = TRUE), + p_standrepl = mean(p_standrepl, na.rm = TRUE), + disturbance_frac_yr= mean(dist_frac, na.rm = TRUE) +), by = ST][order(ST)] +fwrite(agg, OUT) +cat("wrote", OUT, "\n") +print(agg, nrows = 60) diff --git a/calibration/stress/fig_strata_trends.R b/calibration/stress/fig_strata_trends.R new file mode 100644 index 00000000..cc09e3b7 --- /dev/null +++ b/calibration/stress/fig_strata_trends.R @@ -0,0 +1,26 @@ +#!/usr/bin/env Rscript +# fig_strata_trends.R -- landowner carbon trajectories, reserve vs managed, +# with bootstrap uncertainty ribbons (default engine). +suppressMessages({library(data.table); library(ggplot2)}) +SD <- "/fs/scratch/PUOM0008/crsfaaron/fvs_stress/strata_trends" +d <- fread(file.path(SD, "strata_trends_default.csv")) +o <- d[scale == "owner" & key != "Unknown"] +o[, key := factor(key, levels = c("Industrial","NIPF","State","Public-Other"))] + +p <- ggplot(o, aes(year, total_TgC, colour = scenario, fill = scenario)) + + geom_ribbon(aes(ymin = total_lo, ymax = total_hi), alpha = 0.2, colour = NA) + + geom_line(linewidth = 0.9) + + facet_wrap(~ key, scales = "free_y", ncol = 2) + + scale_colour_manual(values = c("reserve (no harvest)" = "#0072B2", + "managed (harvest)" = "#D55E00"), + aesthetics = c("colour","fill")) + + labs(x = NULL, y = "live aboveground carbon (Tg C)", + title = "CONUS forest carbon by landowner: reserve vs managed", + subtitle = "FVS default engine; ribbons = bootstrap 95% CI (plot resampling)", + colour = NULL, fill = NULL) + + theme_minimal(base_size = 12) + + theme(legend.position = "top", panel.grid.minor = element_blank(), + plot.title = element_text(face = "bold", size = 12), + strip.text = element_text(face = "bold")) +ggsave(file.path(SD, "fvs_owner_trends.png"), p, width = 8, height = 6, dpi = 200) +cat("wrote fvs_owner_trends.png\n") diff --git a/calibration/stress/fig_treemap_conus.R b/calibration/stress/fig_treemap_conus.R new file mode 100644 index 00000000..38c8afd6 --- /dev/null +++ b/calibration/stress/fig_treemap_conus.R @@ -0,0 +1,31 @@ +#!/usr/bin/env Rscript +# fig_treemap_conus.R -- CONUS FVS x (TreeMap spatial vs FIADB uniform): +# the area-expansion choice washes out at CONUS, diverges at finer scales. +suppressMessages({library(data.table); library(ggplot2)}) + +SD <- "/fs/scratch/PUOM0008/crsfaaron/fvs_stress/treemap_conus" +d <- fread(file.path(SD, "fvs_treemap_vs_fiadb.csv")) +d30 <- d[year == 2030 & is.finite(tm_over_fia)] + +lab <- c(state = "State\n(48)", fortyp = "Forest type\n(143)") +box <- d30[scale %in% c("state", "fortyp")] +box[, sc := factor(lab[scale], levels = lab)] +conus_ratio <- d30[scale == "CONUS", tm_over_fia] + +p <- ggplot(box, aes(sc, tm_over_fia)) + + geom_hline(yintercept = 1, linetype = 2, colour = "grey55") + + geom_hline(yintercept = conus_ratio, colour = "#D55E00", linewidth = 0.7) + + geom_boxplot(width = 0.5, outlier.size = 0.8, fill = "#0072B2", alpha = 0.25) + + coord_cartesian(ylim = c(0.2, 2.0)) + + labs(x = "aggregation scale", + y = "TreeMap-spatial / FIADB-uniform carbon (2030)", + title = "Area-expansion choice: negligible at CONUS, grows with resolution", + subtitle = sprintf("FVS reserve live carbon; ratio 1 = agreement. CONUS = %.3f (orange line)", + conus_ratio)) + + theme_minimal(base_size = 12) + + theme(panel.grid.minor = element_blank(), + plot.title = element_text(face = "bold", size = 12)) + +ggsave(file.path(SD, "fvs_treemap_vs_fiadb_scales.png"), p, + width = 7.2, height = 5, dpi = 200) +cat("wrote fvs_treemap_vs_fiadb_scales.png\n") diff --git a/calibration/stress/fig_uncertainty_layers.R b/calibration/stress/fig_uncertainty_layers.R new file mode 100644 index 00000000..78b14b32 --- /dev/null +++ b/calibration/stress/fig_uncertainty_layers.R @@ -0,0 +1,35 @@ +#!/usr/bin/env Rscript +# fig_uncertainty_layers.R -- the three uncertainty layers for Maine carbon +# density: parameter (posterior draws) vs structural (engine spread). +suppressMessages({library(data.table); library(ggplot2)}) +SD <- "/fs/scratch/PUOM0008/crsfaaron/fvs_stress" +ci <- fread(file.path(SD, "post_ME", "posterior_ME_ci.csv")) # calibrated param CI + +# structural band: the three engines' ME reserve density (Mg C/ha), from the +# v2 aggregated series (agc_live_total reserve). +eng <- rbindlist(lapply(c("default","calibrated","gompit"), function(c){ + f <- file.path(SD, sprintf("perseus_series_%s_v2", c), "ycx_ME_state_series.csv") + d <- fread(f)[metric=="agc_live_total" & mgmt=="reserve (no harvest)", + .(year, value, engine=c)] + d}), fill=TRUE) +struct <- dcast(eng, year ~ engine, value.var="value") +struct[, `:=`(lo=pmin(default,calibrated,gompit), hi=pmax(default,calibrated,gompit))] + +p <- ggplot() + + geom_ribbon(data=struct, aes(year, ymin=lo, ymax=hi, fill="structural (engine spread)"), + alpha=0.25) + + geom_ribbon(data=ci, aes(year, ymin=p2_5, ymax=p97_5, fill="parameter (posterior draws)"), + alpha=0.85) + + geom_line(data=ci, aes(year, mean), colour="#0072B2", linewidth=0.8) + + scale_fill_manual(values=c("structural (engine spread)"="#CC9966", + "parameter (posterior draws)"="#0072B2")) + + labs(x=NULL, y="live aboveground carbon (Mg C/ha)", + title="Maine carbon: parameter vs structural uncertainty", + subtitle="calibrated posterior-draw CI (narrow) inside the default/calibrated/gompit spread", + fill=NULL) + + theme_minimal(base_size=12) + + theme(legend.position="top", panel.grid.minor=element_blank(), + plot.title=element_text(face="bold", size=12)) +ggsave(file.path(SD, "post_ME", "me_uncertainty_layers.png"), p, + width=7.2, height=5, dpi=200) +cat("wrote me_uncertainty_layers.png\n") diff --git a/calibration/stress/fvs_dashboard_stress.py b/calibration/stress/fvs_dashboard_stress.py new file mode 100644 index 00000000..2ff0adf0 --- /dev/null +++ b/calibration/stress/fvs_dashboard_stress.py @@ -0,0 +1,125 @@ +#!/usr/bin/env python3 +"""fvs_dashboard_stress.py -- invariant stress test of the live FVS dashboard output. + +Scans every state series JSON for the three national FVS engines and checks the +invariants the projections must satisfy. Reports every violation (state, engine, +detail). Read-only. + +Checks: + finite/positive : all pts values finite and >= 0 + band : where a point has lo/hi, lo <= value <= hi + monotone reserve : reserve (no harvest) non-decreasing (no harvest, growth only) + scenario order : reserve >= extensive >= harvest >= intensive (each year) + managed<=reserve : every managed bucket <= reserve + engine order : gompit <= default at the final year (density-dep. mortality caps) + flux sign : harvest_c_yr >= 0 + anchor : FIA-anchored states reserve@anchor ~ fia tg_agc (+-2%) + +Usage: python3 fvs_dashboard_stress.py +""" +import json, os, sys, glob + +api = sys.argv[1] +fia = json.load(open(os.path.join(api, "fia.json"))) +MODELS = ["fvs_national_default_v1", "fvs_national_calibrated_v1", + "fvs_national_gompit_v1"] +ENG = {m: m.split("_")[2] for m in MODELS} +ORDER = ["reserve (no harvest)", "managed (conservation)", + "managed (harvest)", "managed (intensive)"] +METRIC = "agc_live_total" +TOL = 1e-6 +viol = [] + + +def add(st, kind, detail): + viol.append((st, kind, detail)) + + +def series_pts(node, model): + for s in node: + if s.get("model") == model: + return {p[0]: p for p in s["pts"]} + return {} + + +nstates = 0 +for f in sorted(glob.glob(os.path.join(api, "series", "*.json"))): + st = os.path.basename(f)[:-5] + if st == "US": + continue + ser = json.load(open(f)) + agc = ser.get(METRIC, {}) + has_fvs = any(s.get("model") in MODELS + for bk in agc for s in agc[bk]) + if not has_fvs: + continue + nstates += 1 + # per engine + for model in MODELS: + eng = ENG[model] + buckets = {bk: series_pts(agc.get(bk, []), model) for bk in ORDER} + # finite/positive + band + for bk, pts in buckets.items(): + for y, p in pts.items(): + v = p[1] + if v != v or v in (float("inf"), float("-inf")): + add(st, "nonfinite", f"{eng}/{bk}@{y}={v}") + elif v < -TOL: + add(st, "negative", f"{eng}/{bk}@{y}={v}") + if len(p) >= 4: + lo, hi = p[2], p[3] + if not (lo - 1e-3 <= v <= hi + 1e-3): + add(st, "band", f"{eng}/{bk}@{y} lo{lo}<= {v} <=hi{hi}") + # monotone reserve (gompit may decline in late succession by design: + # density-dependent mortality caps over-accumulation) + r = buckets["reserve (no harvest)"] + ys = sorted(r) + for i in range(1, len(ys)): + if eng == "gompit": + break + if r[ys[i]][1] < r[ys[i-1]][1] - 0.5: + add(st, "reserve_decrease", f"{eng} {ys[i-1]}->{ys[i]}: " + f"{r[ys[i-1]][1]:.0f}->{r[ys[i]][1]:.0f}") + break + # scenario ordering each year + for y in ys: + seq = [buckets[b].get(y, [None, None])[1] for b in ORDER] + seq = [(b, v) for b, v in zip(ORDER, seq) if v is not None] + for i in range(1, len(seq)): + if seq[i][1] > seq[i-1][1] + max(0.5, 0.02*seq[i-1][1]): + add(st, "scenario_order", + f"{eng}@{y} {seq[i-1][0]}={seq[i-1][1]:.0f} < " + f"{seq[i][0]}={seq[i][1]:.0f}") + break + # engine order at final year: gompit <= default + rd = series_pts(agc.get("reserve (no harvest)", []), "fvs_national_default_v1") + rg = series_pts(agc.get("reserve (no harvest)", []), "fvs_national_gompit_v1") + if rd and rg: + fy = max(set(rd) & set(rg)) + if rg[fy][1] > rd[fy][1] * 1.05: + add(st, "engine_order", f"gompit {rg[fy][1]:.0f} > default " + f"{rd[fy][1]:.0f} @{fy}") + # flux sign + for bk, node in ser.get("harvest_c_yr", {}).items(): + for s in node: + if s.get("model") in MODELS: + for p in s["pts"]: + if p[1] < -TOL: + add(st, "neg_flux", f"{ENG[s['model']]}/{bk}@{p[0]}={p[1]}") + # anchor reconciliation + anc = fia.get(st, {}).get("tg_agc") + if anc: + rd = series_pts(agc.get("reserve (no harvest)", []), + "fvs_national_default_v1") + y0 = min(rd) if rd else None + if y0 and abs(rd[y0][1] - anc) > 0.02 * anc: + add(st, "anchor", f"reserve@{y0}={rd[y0][1]:.1f} vs FIA {anc}") + +print(f"scanned {nstates} states with FVS engines") +print(f"TOTAL violations: {len(viol)}") +from collections import Counter +for kind, n in Counter(v[1] for v in viol).most_common(): + print(f" {kind}: {n}") +print("\nexamples:") +for v in viol[:25]: + print(f" [{v[0]}] {v[1]}: {v[2]}") diff --git a/calibration/stress/fvs_managed_scenario.py b/calibration/stress/fvs_managed_scenario.py new file mode 100644 index 00000000..1a599fa6 --- /dev/null +++ b/calibration/stress/fvs_managed_scenario.py @@ -0,0 +1,133 @@ +#!/usr/bin/env python3 +"""fvs_managed_scenario.py -- derive the FVS "managed (harvest)" trajectory. + +Takes the FVS reserve (no-harvest) per-state density series and applies a +data-driven annual removal regime from the conus_hcs harvest rasters +(state_harvest_rates.csv, sampled at FIA plot locations) plus an annualized +disturbance loss, producing: + + * managed (harvest) density trajectory (agc_live_total, agb_dry) + * harvest_c_yr carbon flux density (Mg C/ha/yr) + +Model (density space, 5-yr steps, transparent and repeatable): + growth5 = d_reserve[t] - d_reserve[t-5] (engine's own increment) + harvest5 = 5 * h * d_managed[t-5] (h = expected BA frac/yr) + dist5 = 5 * a * d_managed[t-5] (a = annualized disturbance) + d_managed[t] = max(0, d_managed[t-5] + growth5 - harvest5 - dist5) + harvest_flux[t] = h * d_managed[t] +Disturbance annualization: a = 1-(1-p_dist)^(1/W), W default 20 yr (the +p_disturbance raster is a multi-year susceptibility probability, not annual). + +Output per engine: /managed_.csv with the managed densities + flux, +ready for the merge to inject as the "managed (harvest)" bucket + harvest_c_yr. + +Usage: + python3 fvs_managed_scenario.py --series-dir perseus_series_default_v2 \ + --rates state_harvest_rates.csv --start 2030 --window 20 --out managed_default +""" +from __future__ import annotations +import argparse, csv, glob, os +from collections import defaultdict + +C_FRACTION = 0.47 + + +def _f(x, default=0.0): + try: + v = float(x) + return v if v == v else default # NaN -> default + except (TypeError, ValueError): + return default + + +def load_rates(path): + out = {} + for r in csv.DictReader(open(path)): + out[r["ST"]] = (_f(r.get("harvest_frac_yr")), + _f(r.get("disturbance_frac_yr"))) + return out + + +def load_reserve(path, start): + """metric -> {year: density} for the reserve bucket, years >= start.""" + d = defaultdict(dict) + for r in csv.DictReader(open(path)): + if r["mgmt"] != "reserve (no harvest)": + continue + y = int(r["year"]) + if y >= start: + d[r["metric"]][y] = float(r["value"]) + return d + + +def managed_path(metric, res, h, a): + """discrete 5-yr harvest+disturbance decrement on a reserve density path.""" + yrs = sorted(res) + dm = {yrs[0]: res[yrs[0]]} + flux = {yrs[0]: h * res[yrs[0]]} + for i in range(1, len(yrs)): + t, t0 = yrs[i], yrs[i - 1] + step = t - t0 + growth = res[t] - res[t0] + removed = step * (h + a) * dm[t0] + dm[t] = max(0.0, dm[t0] + growth - removed) + flux[t] = h * dm[t] + return dm, flux + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--series-dir", required=True) + ap.add_argument("--rates", required=True) + ap.add_argument("--start", type=int, default=2030) + ap.add_argument("--window", type=float, default=20.0, + help="years the p_disturbance prob spans (annualize)") + ap.add_argument("--out", required=True) + a = ap.parse_args() + os.makedirs(a.out, exist_ok=True) + rates = load_rates(a.rates) + + summ = [] + for f in sorted(glob.glob(os.path.join(a.series_dir, + "ycx_*_state_series.csv"))): + st = os.path.basename(f).split("_")[1] + if st not in rates: + continue + h, pdist = rates[st] + adist = 1.0 - (1.0 - min(pdist, 0.99)) ** (1.0 / a.window) + res = load_reserve(f, a.start) + if "agc_live_total" not in res: + continue + rows = [] + flux_agc = None + for metric in ("agc_live_total", "agb_dry"): + if metric not in res: + continue + dm, flux = managed_path(metric, res[metric], h, adist) + for y in sorted(dm): + rows.append({"metric": metric, "mgmt": "managed (harvest)", + "year": y, "value": round(dm[y], 4)}) + if metric == "agc_live_total": + flux_agc = flux + if flux_agc: + for y in sorted(flux_agc): + rows.append({"metric": "harvest_c_yr", "mgmt": "managed (harvest)", + "year": y, "value": round(flux_agc[y], 5)}) + with open(os.path.join(a.out, f"managed_{st}.csv"), "w", newline="") as fh: + w = csv.DictWriter(fh, fieldnames=["metric", "mgmt", "year", "value"]) + w.writeheader(); w.writerows(rows) + r = res["agc_live_total"] + dm, _ = managed_path("agc", r, h, adist) + summ.append((st, h, adist, r[max(r)], dm[max(dm)])) + + print(f"{len(summ)} states (h=harvest/yr, a=disturb/yr, reserve vs managed " + f"agc density {a.start+95 if False else max(r)})") + for st, h, adist, rv, mv in summ: + if st in ("ME", "OR", "GA", "ID", "MN", "WA", "CA", "MS"): + print(f" {st}: h={h:.3f} a={adist:.3f} agc 2125 reserve {rv:.0f} " + f"-> managed {mv:.0f} Mg C/ha ({100*mv/rv:.0f}%)") + print(f"wrote managed_.csv to {a.out}") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/fvs_managed_v2.py b/calibration/stress/fvs_managed_v2.py new file mode 100644 index 00000000..4af700e8 --- /dev/null +++ b/calibration/stress/fvs_managed_v2.py @@ -0,0 +1,145 @@ +#!/usr/bin/env python3 +"""fvs_managed_v2.py -- plantation-aware managed scenarios (reserve / extensive / +intensive), per Aaron's refinement: intensive management applies ONLY to +plantation plots (FIADB STDORGCD = 1); natural stands get extensive (partial) +harvest. + +Per-plot, per-state. From the empirically-sampled blended harvest rate h (the +conus_hcs expected-BA-removed, which already mixes partial + clearcut over the +landscape) and the plantation AREA fraction p, we split into an extensive rate +h_ext and an intensive rate h_int = k * h_ext (k ~ intensive/extensive ratio, +default 1.9, matching the YC engine's intensive scaling), calibrated so the +plantation-weighted blend reproduces h: + h = (1-p)*h_ext + p*h_int -> h_ext = h / ((1-p) + p*k), h_int = k*h_ext +This conserves the observed statewide removal while confining the heavier regime +to plantations. + +Scenario buckets (live AGC / AGB density, Mg/ha): + managed (conservation) : every managed plot gets h_ext (light, all-partial) + managed (harvest) : plantation -> h_int, natural -> h_ext (REALISTIC, + reproduces the empirical statewide rate) + managed (intensive) : every managed plot gets h_int (heavy bound) +plus harvest_c_yr for the realistic bucket. Reserve is the untouched campaign +trajectory (already on the dashboard). + +Output /managed_.csv: metric, mgmt, year, value. + +Usage: + python3 fvs_managed_v2.py --campaign out_fvs_v2 --config default \ + --plantation plt_plantation.csv --rates state_harvest_rates.csv \ + --start 2030 --k 1.9 --window 20 --out managed_default +""" +from __future__ import annotations +import argparse, glob, os +import numpy as np, pandas as pd + +TONS_AC_TO_MGHA = 2.241702 +C_FRACTION = 0.47 + + +def managed_path(reserve_by_year, h, a): + yrs = sorted(reserve_by_year) + dm = {yrs[0]: reserve_by_year[yrs[0]]} + flux = {yrs[0]: h * reserve_by_year[yrs[0]]} + for i in range(1, len(yrs)): + t, t0 = yrs[i], yrs[i - 1] + g = reserve_by_year[t] - reserve_by_year[t0] + dm[t] = max(0.0, dm[t0] + g - (t - t0) * (h + a) * dm[t0]) + flux[t] = h * dm[t] + return dm, flux + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--campaign", required=True) + ap.add_argument("--config", default="default") + ap.add_argument("--plantation", required=True) + ap.add_argument("--rates", required=True) + ap.add_argument("--start", type=int, default=2030) + ap.add_argument("--k", type=float, default=1.9, help="intensive/extensive ratio") + ap.add_argument("--window", type=float, default=20.0) + ap.add_argument("--out", required=True) + a = ap.parse_args() + os.makedirs(a.out, exist_ok=True) + + plant = pd.read_csv(a.plantation, dtype={"PLT_CN": str}) + plant["PLT_CN"] = plant.PLT_CN.str.replace(r"\.0$", "", regex=True) + pmap = dict(zip(plant.PLT_CN, plant.plantation)) + rates = pd.read_csv(a.rates).set_index("ST") + + # per-plot reserve densities (agc + agb) at all years + rows = [] + for f in glob.glob(os.path.join(a.campaign, "conus_*.csv")): + d = pd.read_csv(f, usecols=["STAND_CN", "STATE", "CONFIG", + "PROJ_YEAR", "AGB_TONS_AC"]) + d = d[d.CONFIG == a.config] + if len(d): + rows.append(d) + camp = pd.concat(rows, ignore_index=True) + camp["PLT_CN"] = camp.STAND_CN.astype(str).str.replace(r"\.0$", "", regex=True) + camp["year"] = 2025 + camp.PROJ_YEAR.astype(int) + camp = camp[camp.year >= a.start] + camp["plantation"] = camp.PLT_CN.map(pmap).fillna(0).astype(int) + + out_rows = [] + for ST, g in camp.groupby("STATE"): + if ST not in rates.index: + continue + h = float(rates.loc[ST, "harvest_frac_yr"] or 0.0) + pdz = float(rates.loc[ST, "disturbance_frac_yr"] or 0.0) + if pdz != pdz: + pdz = 0.0 + a_dist = 1.0 - (1.0 - min(pdz, 0.99)) ** (1.0 / a.window) + p = float(g.drop_duplicates("PLT_CN").plantation.mean()) # plantation frac + denom = (1 - p) + p * a.k + h_ext = h / denom if denom > 0 else h + h_int = a.k * h_ext + # per-plot reserve path (AGB tons/ac) + for metric, conv in (("agc_live_total", TONS_AC_TO_MGHA * C_FRACTION), + ("agb_dry", TONS_AC_TO_MGHA)): + # build per-plot year->density, aggregate managed per scenario + ext, real, intn, fluxd = {}, {}, {}, {} + for cn, gp in g.groupby("PLT_CN"): + ry = {int(y): float(v) * conv + for y, v in zip(gp.year, gp.AGB_TONS_AC)} + if len(ry) < 2: + continue + is_pl = pmap.get(cn, 0) + de, _ = managed_path(ry, h_ext, a_dist) + dr, fr = managed_path(ry, h_int if is_pl else h_ext, a_dist) + di, _ = managed_path(ry, h_int, a_dist) + for y in de: + ext.setdefault(y, []).append(de[y]) + real.setdefault(y, []).append(dr[y]) + intn.setdefault(y, []).append(di[y]) + if metric == "agc_live_total": + fluxd.setdefault(y, []).append( + (h_int if is_pl else h_ext) * dr[y]) + for bucket, dd in (("managed (conservation)", ext), + ("managed (harvest)", real), + ("managed (intensive)", intn)): + for y in sorted(dd): + out_rows.append({"ST": ST, "metric": metric, "mgmt": bucket, + "year": y, "value": round(float(np.mean(dd[y])), 4)}) + if metric == "agc_live_total": + for y in sorted(fluxd): + out_rows.append({"ST": ST, "metric": "harvest_c_yr", + "mgmt": "managed (harvest)", "year": y, + "value": round(float(np.mean(fluxd[y])), 5)}) + res = pd.DataFrame(out_rows) + for ST, g in res.groupby("ST"): + g.drop(columns="ST").to_csv(os.path.join(a.out, f"managed_{ST}.csv"), + index=False) + # summary + print(f"{res.ST.nunique()} states; plantation-aware buckets written to {a.out}") + for ST in ["GA", "ME", "OR", "MS"]: + gg = res[(res.ST == ST) & (res.metric == "agc_live_total") + & (res.year == res.year.max())] + if len(gg): + d = {r.mgmt.split("(")[1][:3]: r.value for r in gg.itertuples()} + print(f" {ST} {res.year.max()} AGC Mg/ha: " + f"ext={d.get('ext')} harvest={d.get('har')} int={d.get('int')}") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/fvs_perseus_aggregate.py b/calibration/stress/fvs_perseus_aggregate.py new file mode 100644 index 00000000..61ac4b3c --- /dev/null +++ b/calibration/stress/fvs_perseus_aggregate.py @@ -0,0 +1,106 @@ +#!/usr/bin/env python3 +"""Aggregate the CONUS FVS campaign output into PERSEUS ycx state-series CSVs. + +FVS (default / calibrated / gompit) is a drop-in growth engine for the existing +PERSEUS yield-curve pipeline (perseus_wire/scripts/yield_curve_engine). That +pipeline's merge step (ycx_merge_perseus.py) reads, per state, a +`ycx__state_series.csv` with rows + + metric, mgmt, year, value, value_lo, value_hi + +in native per-ha density, then expands to state totals via n_plots x A0 (A0 +anchored to fia.json carbon). This script produces those CSVs from the campaign +`conus__b.csv` files (columns STAND_CN, STATE, YEAR, PROJ_YEAR, +VARIANT, CONFIG, AGB_TONS_AC). + +Mapping: + * calendar year = START(=2025) + PROJ_YEAR (align every stand's t0 to the + PERSEUS baseline year, so all states share a 2025-2125 axis). + * density: AGB_TONS_AC (short tons/ac) -> Mg/ha (x 2.241702). + * metric agb_dry = AGB density (Mg/ha). + * metric agc_live_total = AGB density x 0.47 (Mg C/ha). + * value = across-plot mean; value_lo/hi = 10th/90th percentile (per-plot + spread within the state-year). + * mgmt = "reserve (no harvest)" (the campaign is the passive-succession run; + the managed-harvest bucket comes later via the conus_hcs coupling). + +One engine per CONFIG: default->fvs_default, calibrated->fvs_calibrated, +gompit->fvs_gompit. A counts.csv carries n_plots per state (for the merge). + +Usage: + python fvs_perseus_aggregate.py --in-dir out_fvs --out-dir perseus_series \ + --config calibrated --start 2025 +""" +from __future__ import annotations +import argparse +import glob +import os + +import numpy as np +import pandas as pd + +TONS_AC_TO_MG_HA = 2.241702 # short tons/ac -> Mg/ha +C_FRACTION = 0.47 # dry biomass -> carbon + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--in-dir", required=True, help="dir of conus__b.csv") + ap.add_argument("--out-dir", required=True) + ap.add_argument("--config", default="calibrated", + choices=["default", "calibrated", "gompit"]) + ap.add_argument("--start", type=int, default=2025) + ap.add_argument("--engine", default=None, + help="engine model name; default fvs_") + a = ap.parse_args() + os.makedirs(a.out_dir, exist_ok=True) + engine = a.engine or f"fvs_{a.config}" + + files = sorted(glob.glob(os.path.join(a.in_dir, "conus_*.csv"))) + if not files: + raise SystemExit(f"no conus_*.csv in {a.in_dir}") + frames = [] + for f in files: + try: + d = pd.read_csv(f, usecols=["STAND_CN", "STATE", "PROJ_YEAR", + "CONFIG", "AGB_TONS_AC"]) + except Exception: + continue + frames.append(d[d["CONFIG"] == a.config]) + df = pd.concat(frames, ignore_index=True) + if df.empty: + raise SystemExit(f"no rows for config {a.config}") + + df["year"] = a.start + df["PROJ_YEAR"].astype(int) + df["dens_agb"] = df["AGB_TONS_AC"] * TONS_AC_TO_MG_HA # Mg/ha + df["dens_agc"] = df["dens_agb"] * C_FRACTION # Mg C/ha + + counts = [] + for st, g in df.groupby("STATE"): + rows = [] + nplots = g["STAND_CN"].nunique() + counts.append({"state": st, "n_plots": nplots, "engine": engine}) + for metric, col in (("agb_dry", "dens_agb"), ("agc_live_total", "dens_agc")): + agg = (g.groupby("year")[col] + .agg(value="mean", + value_lo=lambda x: np.percentile(x, 10), + value_hi=lambda x: np.percentile(x, 90)) + .reset_index()) + for _, r in agg.iterrows(): + rows.append({"metric": metric, "mgmt": "reserve (no harvest)", + "year": int(r["year"]), + "value": round(float(r["value"]), 4), + "value_lo": round(float(r["value_lo"]), 4), + "value_hi": round(float(r["value_hi"]), 4)}) + out = pd.DataFrame(rows).sort_values(["metric", "year"]) + out.to_csv(os.path.join(a.out_dir, f"ycx_{st}_state_series.csv"), + index=False) + pd.DataFrame(counts).to_csv( + os.path.join(a.out_dir, f"fvs_{a.config}_state_counts.csv"), index=False) + print(f"engine {engine}: {df['STATE'].nunique()} states, " + f"{df['STAND_CN'].nunique()} plots, " + f"years {int(df['year'].min())}-{int(df['year'].max())} -> {a.out_dir}") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/fvs_perseus_merge.py b/calibration/stress/fvs_perseus_merge.py new file mode 100644 index 00000000..162c6bd3 --- /dev/null +++ b/calibration/stress/fvs_perseus_merge.py @@ -0,0 +1,279 @@ +#!/usr/bin/env python3 +"""fvs_perseus_merge.py -- inject the national FVS engines into PERSEUS api/series. + +Mirrors ycx_merge_perseus.py but for the full-FIADB CONUS FVS campaign. Three +national models share cls "FVS": + + fvs_national_default_v1 default growth + native (Dixon/VARMRT) mortality + fvs_national_calibrated_v1 Bayesian-calibrated growth + native mortality + fvs_national_gompit_v1 default growth + Johnson national gompit mortality + +Each model is one campaign arm aggregated to per-state densities by +fvs_perseus_aggregate.py into + /perseus_series_/ycx__state_series.csv (density) + /perseus_series_/fvs__state_counts.csv (n_plots) + +Stock metrics, native densities: + agc_live_total Mg C/ha -> Tg C + agb_dry Mg/ha -> Tg + +Both are physical (no unit calibration). State totals use a single fixed area +model per state, anchored so the 2025 inventory carbon reproduces fia.json +tg_agc. Because all three arms share the same FIADB inventory, the same area is +applied to every arm; they all start at the FIA anchor in 2025 and diverge over +the projection. Scenario bucket: reserve (no harvest). + +Usage: + python3 fvs_perseus_merge.py [config,config,...] + (default configs: default,calibrated,gompit -- missing dirs are skipped) +""" +from __future__ import annotations +import csv, json, sys, os, glob, statistics +from collections import defaultdict + +repo = sys.argv[1] +series_root = sys.argv[2] +CONFIGS_ARG = (sys.argv[3].split(",") if len(sys.argv) > 3 + else ["default", "calibrated", "gompit"]) + +api = os.path.join(repo, "public", "api") +fia = json.load(open(os.path.join(api, "fia.json"))) + +CLS = "FVS" +# FVS reports the inventory (PROJ_YEAR 0 = 2025) treelist before it imputes +# missing tree heights, and NSBE biomass needs height, so the 2025 point is +# systematically understated (50-90% low, in proportion to each state's +# missing-height fraction) and jumps by 2030. We therefore anchor and report +# the FVS series from 2030, the first year with complete (FVS-filled) heights. +START = 2030 +# config -> (model id, label) +MODELS = { + "default": ("fvs_national_default_v1", + "FVS national default (FIADB-initialized, native mortality, no harvest)"), + "calibrated": ("fvs_national_calibrated_v1", + "FVS national calibrated (Bayesian posterior, native mortality, no harvest)"), + "gompit": ("fvs_national_gompit_v1", + "FVS national gompit mortality (Johnson national hazard, no harvest)"), +} +# metric -> kind. both physical Tg, no unit calibration. +MET = {"agc_live_total": "tg", "agb_dry": "tg"} +BUCKET = "reserve (no harvest)" +MANAGED_BUCKET = "managed (harvest)" +# optional: dir containing managed_/managed_.csv (harvest+disturbance +# scenario from fvs_managed_scenario.py). When set, a managed (harvest) bucket +# and harvest_c_yr flux are injected alongside the reserve trajectory. +MANAGED_ROOT = os.environ.get("FVS_MANAGED_ROOT") + + +def load_native(path): + """metric -> mgmt -> year -> (v, lo, hi).""" + d = defaultdict(lambda: defaultdict(dict)) + for r in csv.DictReader(open(path)): + d[r["metric"]][r["mgmt"]][int(r["year"])] = ( + float(r["value"]), float(r["value_lo"]), float(r["value_hi"])) + return d + + +def load_counts(path): + out = {} + if os.path.exists(path): + for r in csv.DictReader(open(path)): + out[r["state"]] = int(r["n_plots"]) + return out + + +def load_managed(path): + """metric -> mgmt bucket -> {year: density} for the managed scenarios.""" + d = defaultdict(lambda: defaultdict(dict)) + if os.path.exists(path): + for r in csv.DictReader(open(path)): + v = r.get("value", "") + if v in ("", None): + continue + try: + fv = float(v) + except (TypeError, ValueError): + continue + if fv != fv: # NaN + continue + d[r["metric"]][r.get("mgmt", MANAGED_BUCKET)][int(r["year"])] = fv + return d + + +# ---- load every available config arm ---- +arms = {} # config -> {st -> native} +counts = {} # config -> {st -> n_plots} +for cfg in CONFIGS_ARG: + d = os.path.join(series_root, f"perseus_series_{cfg}") + if not os.path.isdir(d): + print(f" skip {cfg}: no dir {d}") + continue + files = sorted(glob.glob(os.path.join(d, "ycx_*_state_series.csv"))) + if not files: + print(f" skip {cfg}: no series files in {d}") + continue + arms[cfg] = {os.path.basename(f).split("_")[1]: load_native(f) for f in files} + counts[cfg] = load_counts(os.path.join(d, f"fvs_{cfg}_state_counts.csv")) + print(f" {cfg}: {len(arms[cfg])} states, " + f"{len(counts[cfg])} count rows") + +if not arms: + sys.exit("no FVS config arms found; nothing to merge") + +# reference arm for the shared area model (prefer default) +REF = "default" if "default" in arms else next(iter(arms)) +ref_native, ref_counts = arms[REF], counts[REF] +all_states = sorted(set().union(*[set(a) for a in arms.values()])) + +# ---- fixed state area model anchored to FIA carbon ---- +# total_area_ha[st] = fia_tg[st]*1e6 / agc_density_2025(REF) +# (= the area whose REF 2025 carbon density integrates to the FIA total). +area_ha = {} +ratios = [] # ha per plot, for fallback +for st in all_states: + tg = fia.get(st, {}).get("tg_agc") + nat = ref_native.get(st) + if tg and nat and "agc_live_total" in nat: + d25 = nat["agc_live_total"][BUCKET][START][0] + if d25 > 0: + area_ha[st] = tg * 1e6 / d25 + npl = ref_counts.get(st, 0) + if npl > 0: + ratios.append(area_ha[st] / npl) +A0_med = statistics.median(ratios) if ratios else 6000.0 +for st in all_states: # fallback: median ha/plot * n_plots + if st not in area_ha: + npl = ref_counts.get(st) or max( + (counts[c].get(st, 0) for c in counts), default=0) + area_ha[st] = npl * A0_med +print(f"area model: {len(ratios)} FIA-anchored states, " + f"median {A0_med:.0f} ha/plot") + + +def phys_total(density, st): + return density * area_ha[st] / 1e6 # Mg/ha -> Tg + + +OUR_MODELS = {MODELS[c][0] for c in arms} + + +def fvs_rows(ser): + """(distinct OUR_MODELS present, total pts of OUR_MODELS) in a series dict.""" + present, pts = set(), 0 + for met in ser: + for bk in ser[met]: + for s in ser[met][bk]: + if s.get("model") in OUR_MODELS: + present.add(s["model"]) + pts += len(s.get("pts", [])) + return present, pts + + +# ---- inject (incremental, non-destructive bookkeeping like ycx_merge) ---- +stmeta = json.load(open(os.path.join(api, "states.json"))) +META = json.load(open(os.path.join(api, "meta.json"))) +touched = 0 +delta_rows_total = 0 +globally_new = set() # OUR_MODELS not present anywhere before +for st in all_states: + spath = os.path.join(api, "series", f"{st}.json") + ser = json.load(open(spath)) if os.path.exists(spath) else {} + before_models, before_pts = fvs_rows(ser) + metrics_here = set() + for cfg in arms: + nat = arms[cfg].get(st) + if not nat: + continue + model, label = MODELS[cfg] + for metric in MET: + if metric not in nat or BUCKET not in nat[metric]: + continue + nb = nat[metric][BUCKET] + pts = [] + for y in sorted(nb): + if y < START: # drop pre-2030 height-fill artifact + continue + v, lo, hi = nb[y] + lo, hi = min(lo, v), max(hi, v) # band must contain the value + pts.append([y, round(phys_total(v, st), 3), + round(phys_total(lo, st), 3), + round(phys_total(hi, st), 3)]) + node = ser.setdefault(metric, {}).setdefault(BUCKET, []) + node[:] = [s for s in node if s.get("model") != model] # idempotent + node.append({"model": model, "cls": CLS, "label": label, "pts": pts}) + metrics_here.add(metric) + + # ---- managed scenarios (extensive / harvest / intensive), if available ---- + if MANAGED_ROOT: + mpath = os.path.join(MANAGED_ROOT, f"managed_{cfg}", + f"managed_{st}.csv") + mg = load_managed(mpath) + tags = {"managed (conservation)": "light partial harvest, natural stands (no plantation intensive)", + "managed (harvest)": "harvest+disturbance, intensive on plantations", + "managed (intensive)": "intensive clearcut regime (bound)"} + for metric in ("agc_live_total", "agb_dry", "harvest_c_yr"): + if metric not in mg: + continue + for bucket, nb in mg[metric].items(): + mlabel = label.replace( + "no harvest", tags.get(bucket, "harvest")) + pts = [[y, round(phys_total(v, st), 3)] + for y, v in sorted(nb.items()) if y >= START] + node = ser.setdefault(metric, {}).setdefault(bucket, []) + node[:] = [s for s in node if s.get("model") != model] + node.append({"model": model, "cls": CLS, "label": mlabel, + "pts": pts}) + metrics_here.add(metric) + json.dump(ser, open(spath, "w"), separators=(",", ":")) + touched += 1 + + after_models, after_pts = fvs_rows(ser) + delta_eng = len(after_models) - len(before_models) + delta_rows = after_pts - before_pts + delta_rows_total += delta_rows + globally_new |= (after_models - before_models) + + sm = stmeta.get(st) + if sm is not None: + if delta_eng > 0: + sm["engines"] = sm.get("engines", 0) + delta_eng + sm["rows"] = sm.get("rows", 0) + delta_rows + sm["has_series"] = True + new_metrics = set(sm.get("series_metrics", [])) | metrics_here + if len(new_metrics) > len(sm.get("series_metrics", [])): + sm["metrics"] = sm.get("metrics", 0) + ( + len(new_metrics) - len(set(sm.get("series_metrics", [])))) + sm["series_metrics"] = sorted(new_metrics) + +print(f"injected {len(arms)} FVS arm(s) {list(arms)} into {touched} states") + +json.dump(stmeta, open(os.path.join(api, "states.json"), "w"), + indent=1, ensure_ascii=False) +open(os.path.join(api, "states.json"), "a").write("\n") + +# meta engines is a global distinct-model counter; bump only by globally-new +# models, and add the row delta. Leave states/metrics curated counters intact. +META.setdefault("stats", {}) +if globally_new: + META["stats"]["engines"] = META["stats"].get("engines", 0) + len(globally_new) +META["stats"]["rows"] = META["stats"].get("rows", 0) + delta_rows_total +json.dump(META, open(os.path.join(api, "meta.json"), "w"), + indent=1, ensure_ascii=False) +open(os.path.join(api, "meta.json"), "a").write("\n") +print(f"bookkeeping: +{len(globally_new)} new models {sorted(globally_new)}, " + f"+{delta_rows_total} rows; meta now engines={META['stats']['engines']}, " + f"rows={META['stats']['rows']}") + +# ---- sanity print ---- +for st in ["ME", "GA", "CA", "TX", "OR"]: + if st not in area_ha: + continue + bits = [f"area {area_ha[st]/1e6:.2f} Mha"] + for cfg in arms: + nat = arms[cfg].get(st) + if not nat or "agc_live_total" not in nat: + continue + r = nat["agc_live_total"][BUCKET] + y0, ymid = phys_total(r[2025][0], st), phys_total(r.get(2075, r[max(r)])[0], st) + bits.append(f"{cfg} agc {y0:.0f}->{ymid:.0f}") + print(f" {st}: " + " ".join(bits)) diff --git a/calibration/stress/fvs_posterior_ribbon.py b/calibration/stress/fvs_posterior_ribbon.py new file mode 100644 index 00000000..67971804 --- /dev/null +++ b/calibration/stress/fvs_posterior_ribbon.py @@ -0,0 +1,62 @@ +#!/usr/bin/env python3 +"""fvs_posterior_ribbon.py -- apply the posterior (parameter) CI as the lo/hi +band on the calibrated FVS engine in the dashboard series. + +Reads posterior_ci_all.csv (ST, year, rel_lo, rel_hi -- the parameter-uncertainty +multipliers from fvs_posterior_uncertainty.py), and for each anchored state sets +the lo/hi of every point on fvs_national_calibrated_v1's agc_live_total series +(all scenario buckets) to value*rel_lo / value*rel_hi. This makes the calibrated +engine's band reflect Bayesian parameter uncertainty (narrow), distinct from the +structural engine spread. Run AFTER the main merge. + +Usage: python3 fvs_posterior_ribbon.py +""" +import csv, json, os, sys +from collections import defaultdict + +repo, ci_path = sys.argv[1], sys.argv[2] +api = os.path.join(repo, "public", "api") +MODEL = "fvs_national_calibrated_v1" +METRIC = "agc_live_total" + +ci = defaultdict(dict) +for r in csv.DictReader(open(ci_path)): + ci[r["ST"]][int(r["year"])] = (float(r["rel_lo"]), float(r["rel_hi"])) + + +def band(state, year): + d = ci[state] + if year in d: + return d[year] + ys = sorted(d) + if not ys: + return (1.0, 1.0) + yy = min(ys, key=lambda x: abs(x - year)) # nearest year + return d[yy] + + +touched = 0 +for st in ci: + sp = os.path.join(api, "series", f"{st}.json") + if not os.path.exists(sp): + continue + ser = json.load(open(sp)) + node = ser.get(METRIC, {}) + n = 0 + for bucket in node: + for s in node[bucket]: + if s.get("model") != MODEL: + continue + for pt in s["pts"]: + y, v = pt[0], pt[1] + lo, hi = band(st, y) + if len(pt) >= 4: + pt[2], pt[3] = round(v * lo, 3), round(v * hi, 3) + else: + pt.extend([round(v * lo, 3), round(v * hi, 3)]) + n += 1 + if n: + json.dump(ser, open(sp, "w"), separators=(",", ":")) + touched += 1 + print(f" {st}: parameter band on {n} calibrated points") +print(f"applied posterior CI to {touched} states") diff --git a/calibration/stress/fvs_posterior_uncertainty.py b/calibration/stress/fvs_posterior_uncertainty.py new file mode 100644 index 00000000..d8052290 --- /dev/null +++ b/calibration/stress/fvs_posterior_uncertainty.py @@ -0,0 +1,180 @@ +#!/usr/bin/env python3 +"""fvs_posterior_uncertainty.py -- propagate Bayesian posterior draws through FVS +to get a parametric carbon CI (the parameter-uncertainty layer). + +For a calibrated variant, loads its posterior draws JSON +(config/calibrated/_draws.json, 500 draws x 6 components), draws an +N-sample, and for each draw runs a per-state plot SUBSAMPLE through the standard +projection -- injecting the draw's parameters via UncertaintyEngine. +generate_keywords_for_draw, with no change to production code (we monkeypatch +FvsConfigLoader.generate_keywords to return the draw keywords, so the existing +config_version="calibrated" keyfile path carries the draw). + +The ensemble across draws gives the parameter-uncertainty distribution of the +state mean carbon density at each year; percentiles -> CI. This is distinct from +(and complementary to) the plot-sampling CI and the engine-spread (structural) +band. + +Output: /posterior_.csv (ST,variant,year,mean,p2_5,p50,p97_5,n_draws, + n_plots) in Mg C/ha density. + +Usage: + python3 fvs_posterior_uncertainty.py --variant ne --state ME \ + --standinit-dir .../standinit_by_variant --treeinit-dir .../treeinit_h \ + --n-draws 30 --n-plots 80 --out posterior_unc [--seed 1] +""" +from __future__ import annotations +import argparse, json, os, sys +import numpy as np, pandas as pd + +PROJECT_ROOT = os.environ.get("FVS_PROJECT_ROOT", os.path.expanduser("~/fvs-modern")) +sys.path.insert(0, PROJECT_ROOT) +sys.path.insert(0, os.path.join(PROJECT_ROOT, "calibration", "python")) +sys.path.insert(0, "/fs/scratch/PUOM0008/crsfaaron/fvs_stress") +import perseus_100yr_projection as P # noqa: E402 +import config.config_loader as CL # noqa: E402 +from config.uncertainty import UncertaintyEngine # noqa: E402 +import run_conus_task_fvstreeinit as RC # noqa: E402 + +FIPS_INV = {v: k for k, v in RC.FIPS.items()} +TONS_AC_TO_MGHA = 2.241702 +C_FRACTION = 0.47 + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--variant", required=True) + ap.add_argument("--state", required=True) + ap.add_argument("--standinit-dir", required=True) + ap.add_argument("--treeinit-dir", required=True) + ap.add_argument("--n-draws", type=int, default=30) + ap.add_argument("--n-plots", type=int, default=80) + ap.add_argument("--num-cycles", type=int, default=20) + ap.add_argument("--out", required=True) + ap.add_argument("--seed", type=int, default=1) + ap.add_argument("--draw-idx", type=int, default=-1, + help="single-draw mode: run only this posterior draw index " + "(for SLURM array parallelism); writes posterior__d.csv") + a = ap.parse_args() + os.makedirs(a.out, exist_ok=True) + variant, ST = a.variant.lower(), a.state.upper() + fips = FIPS_INV[ST] + + # default config + uncertainty engine + dcfg_path = os.path.join(PROJECT_ROOT, "config", f"{variant}.json") + default_config = json.load(open(dcfg_path)) if os.path.exists(dcfg_path) else {} + eng = UncertaintyEngine( + variant=variant, config_dir=os.path.join(PROJECT_ROOT, "config"), + draws_path=os.path.join(PROJECT_ROOT, "config", "calibrated", + f"{variant}_draws.json"), seed=a.seed) + print(f"{variant}/{ST}: {eng.n_draws} draws available; " + f"sampling {a.n_draws}", flush=True) + + # subsample plots for this state/variant that have trees + si = pd.read_csv(os.path.join(a.standinit_dir, f"standinit_{variant.upper()}.csv"), + low_memory=False) + si["STAND_CN"] = si["STAND_CN"].apply( + lambda x: str(int(float(x))) if pd.notna(x) else "") + si = si[si["STATE"].apply(lambda x: str(int(float(x))) if pd.notna(x) else "") + == str(fips)] + tfile = os.path.join(a.treeinit_dir, f"{ST}_FVS_TREEINIT_PLOT.csv") + tt = pd.read_csv(tfile, low_memory=False) + tt["STAND_CN"] = tt["STAND_CN"].apply( + lambda x: str(int(float(x))) if pd.notna(x) else "") + by_cn = {k: v for k, v in tt.groupby("STAND_CN")} + si = si[si["STAND_CN"].isin(by_cn)] + rng = np.random.default_rng(a.seed) + si = si.iloc[rng.choice(len(si), size=min(a.n_plots, len(si)), replace=False)] + print(f" {len(si)} subsample plots", flush=True) + + nsbe = P.NSBECalculator(P.NSBE_ROOT) + orig_gk = CL.FvsConfigLoader.generate_keywords + + # build sdf/tdf once per plot + plots = [] + for _, stand in si.iterrows(): + cn = stand["STAND_CN"] + iy = int(float(stand.get("INV_YEAR") or 2010)) + pdat = {"INVYR": iy, "LAT": stand.get("LATITUDE"), + "LON": stand.get("LONGITUDE"), "ELEV": stand.get("ELEVFT") or 500, + "SLOPE": stand.get("SLOPE") or 10, "ASPECT": stand.get("ASPECT") or 180, + "STDAGE": stand.get("AGE") or 50} + sid = f"S{cn}" + try: + sdf = P.build_fvs_standinit(pdat, sid, variant) + tdf = RC.treeinit_for_stand(by_cn[cn], sid) + except Exception: + continue + if not tdf.empty: + plots.append((sid, iy, sdf, tdf)) + print(f" {len(plots)} plots built", flush=True) + + if a.draw_idx >= 0: # single-draw (array) mode + didx = a.draw_idx % eng.n_draws + kw = eng.generate_keywords_for_draw(eng.get_draw(didx), default_config, didx) + CL.FvsConfigLoader.generate_keywords = ( + lambda self, include_comments=False, _kw=kw: _kw) + per_year = {} + for sid, iy, sdf, tdf in plots: + try: + fr = P.run_fvs_projection(sdf, tdf, sid, variant, + config_version="calibrated", + num_cycles=a.num_cycles, cycle_length=5) + for cy, tl in fr["treelists"].items(): + yr = 2025 + (cy - iy) + agc = P.compute_plot_agb(tl, nsbe) * TONS_AC_TO_MGHA * C_FRACTION + per_year.setdefault(yr, []).append(float(agc)) + except Exception: + continue + rows = [{"ST": ST, "variant": variant, "draw": didx, "year": yr, + "mean_density": round(float(np.mean(v)), 4), "n_plots": len(v)} + for yr, v in sorted(per_year.items()) if v] + pd.DataFrame(rows).to_csv( + os.path.join(a.out, f"posterior_{ST}_d{didx}.csv"), index=False) + print(f"draw {didx}: wrote {len(rows)} years, {len(plots)} plots", + flush=True) + return + + draw_idxs = [eng.sample_draw_index() for _ in range(a.n_draws)] + # ens[year] -> list over draws of mean density + ens = {} + for di, didx in enumerate(draw_idxs): + kw = eng.generate_keywords_for_draw(eng.get_draw(didx), default_config, didx) + CL.FvsConfigLoader.generate_keywords = ( + lambda self, include_comments=False, _kw=kw: _kw) + per_year = {} + for sid, iy, sdf, tdf in plots: + try: + fr = P.run_fvs_projection(sdf, tdf, sid, variant, + config_version="calibrated", + num_cycles=a.num_cycles, cycle_length=5) + for cy, tl in fr["treelists"].items(): + yr = 2025 + (cy - iy) + agc = P.compute_plot_agb(tl, nsbe) * TONS_AC_TO_MGHA * C_FRACTION + per_year.setdefault(yr, []).append(float(agc)) + except Exception: + continue + for yr, vals in per_year.items(): + if vals: + ens.setdefault(yr, []).append(float(np.mean(vals))) + if (di + 1) % 5 == 0: + print(f" draw {di+1}/{a.n_draws}", flush=True) + CL.FvsConfigLoader.generate_keywords = orig_gk + + rows = [] + for yr in sorted(ens): + v = np.array(ens[yr]) + rows.append({"ST": ST, "variant": variant, "year": yr, + "mean": round(float(v.mean()), 3), + "p2_5": round(float(np.percentile(v, 2.5)), 3), + "p50": round(float(np.percentile(v, 50)), 3), + "p97_5": round(float(np.percentile(v, 97.5)), 3), + "n_draws": len(v), "n_plots": len(plots)}) + out = pd.DataFrame(rows) + out.to_csv(os.path.join(a.out, f"posterior_{ST}.csv"), index=False) + print(out.to_string(index=False)) + print(f"wrote {a.out}/posterior_{ST}.csv") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/fvs_strata_trends.py b/calibration/stress/fvs_strata_trends.py new file mode 100644 index 00000000..aadf7e49 --- /dev/null +++ b/calibration/stress/fvs_strata_trends.py @@ -0,0 +1,158 @@ +#!/usr/bin/env python3 +"""fvs_strata_trends.py -- landowner / ecoregion / state carbon trends across +scenarios, with bootstrap uncertainty. + +Joins the FVS per-plot reserve trajectories to: + * ycx_membership_.csv -> owner4 (Industrial/NIPF/State/Public-Other), + prov_name (EPA Level III ecoregion), state + * plt_area_treemap.csv -> per-plot CONUS area (TreeMap), for true totals + * state_harvest_rates.csv -> per-state harvest h + annualized disturbance a, + to derive the managed (harvest) per-plot path. + +For each (scale in {owner, ecoregion, state}, stratum key, engine, scenario, +year) it computes the area-weighted total live carbon (Tg C) and a bootstrap +95% CI (resampling plots within the stratum, B draws). Density mean is also +reported. Scenarios: reserve (no harvest) and managed (harvest+disturbance). + +Output: /strata_trends.csv (scale,key,engine,scenario,year, + total_TgC,total_lo,total_hi,mean_MgC_ha,n_plots) + +Usage: + python3 fvs_strata_trends.py --campaign out_fvs_v2 --config default \ + --membership-dir --areas plt_area_treemap.csv \ + --rates state_harvest_rates.csv --out strata_trends --boot 200 +""" +from __future__ import annotations +import argparse, glob, os +import numpy as np, pandas as pd + +TONS_AC_TO_MGHA = 2.241702 +C_FRACTION = 0.47 +YEARS = [2030, 2055, 2080, 2105, 2125] # PROJ_YEAR = year-2025 +PROJ = {y: y - 2025 for y in YEARS} + + +def load_membership(d): + fs = glob.glob(os.path.join(d, "ycx_membership_*.csv")) + m = pd.concat([pd.read_csv(f, dtype={"PLT_CN": str}) for f in fs], + ignore_index=True) + m["PLT_CN"] = m["PLT_CN"].str.replace(r"\.0$", "", regex=True) + m["owner4"] = m["owner4"].fillna("Unknown") + m["prov_name"] = m["prov_name"].fillna("Unknown") + ftcol = "ft_group" if "ft_group" in m.columns else "FORTYPCD" + m["ft_group"] = m[ftcol].fillna("Unknown").astype(str) + return m[["PLT_CN", "owner4", "prov_name", "ft_group"] + ].drop_duplicates("PLT_CN") + + +def managed_factor(reserve_by_year, h, a): + """per-plot managed density at each year from its reserve path (5-yr steps).""" + yrs = sorted(reserve_by_year) + dm = {yrs[0]: reserve_by_year[yrs[0]]} + for i in range(1, len(yrs)): + t, t0 = yrs[i], yrs[i - 1] + g = reserve_by_year[t] - reserve_by_year[t0] + dm[t] = max(0.0, dm[t0] + g - (t - t0) * (h + a) * dm[t0]) + return dm + + +def boot_total(dens, area, B, rng): + """area-weighted total (Tg C) + 95% CI by resampling plots.""" + w = dens * area / 1e6 + tot = float(w.sum()) + if len(w) < 3 or B <= 0: + return tot, tot, tot + n = len(w) + idx = rng.integers(0, n, size=(B, n)) + draws = w.values[idx].sum(axis=1) + return tot, float(np.percentile(draws, 2.5)), float(np.percentile(draws, 97.5)) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--campaign", required=True) + ap.add_argument("--config", default="default") + ap.add_argument("--membership-dir", required=True) + ap.add_argument("--areas", required=True) + ap.add_argument("--rates", required=True) + ap.add_argument("--out", required=True) + ap.add_argument("--boot", type=int, default=200) + a = ap.parse_args() + os.makedirs(a.out, exist_ok=True) + rng = np.random.default_rng(7) + + mem = load_membership(a.membership_dir) + area = pd.read_csv(a.areas, dtype={"PLT_CN": str}) + area["PLT_CN"] = area["PLT_CN"].str.replace(r"\.0$", "", regex=True) + rates = pd.read_csv(a.rates).set_index("ST") + + # per-plot reserve density at all needed years + keep = set(PROJ.values()) + rows = [] + for f in glob.glob(os.path.join(a.campaign, "conus_*.csv")): + d = pd.read_csv(f, usecols=["STAND_CN", "STATE", "CONFIG", + "PROJ_YEAR", "AGB_TONS_AC"]) + d = d[(d.CONFIG == a.config) & (d.PROJ_YEAR.isin(keep))] + if len(d): + rows.append(d) + camp = pd.concat(rows, ignore_index=True) + camp["PLT_CN"] = camp["STAND_CN"].astype(str).str.replace(r"\.0$", "", + regex=True) + camp["agc"] = camp.AGB_TONS_AC * TONS_AC_TO_MGHA * C_FRACTION + wide = camp.pivot_table(index=["PLT_CN", "STATE"], columns="PROJ_YEAR", + values="agc", aggfunc="mean") + wide = wide.dropna().reset_index() + wide = wide.merge(area[["PLT_CN", "area_ha"]], on="PLT_CN", how="inner") + wide = wide.merge(mem, on="PLT_CN", how="left") + wide["owner4"] = wide["owner4"].fillna("Unknown") + wide["prov_name"] = wide["prov_name"].fillna("Unknown") + wide["ft_group"] = wide["ft_group"].fillna("Unknown") + print(f"{len(wide)} plots with full year set + area + strata") + + # managed per-plot densities + hcol = {st: (rates.loc[st, "harvest_frac_yr"] if st in rates.index else 0.0) + for st in wide.STATE.unique()} + pdcol = {st: (rates.loc[st, "disturbance_frac_yr"] if st in rates.index + else 0.0) for st in wide.STATE.unique()} + pys = sorted(keep) + man = np.zeros((len(wide), len(pys))) + arr = wide[pys].values + for i, st in enumerate(wide.STATE.values): + h = float(hcol.get(st) or 0.0) + pdz = float(pdcol.get(st) or 0.0) + adist = 1.0 - (1.0 - min(pdz, 0.99)) ** (1.0 / 20.0) + rbyy = {py: arr[i, j] for j, py in enumerate(pys)} + dm = managed_factor(rbyy, h, adist) + man[i, :] = [dm[py] for py in pys] + man = pd.DataFrame(man, columns=pys, index=wide.index) + + out = [] + scales = {"owner": "owner4", "ecoregion": "prov_name", "state": "STATE", + "forest_type": "ft_group"} + for scale, col in scales.items(): + for key, g in wide.groupby(col): + mg = man.loc[g.index] + for scen, src in (("reserve (no harvest)", g), + ("managed (harvest)", mg)): + for y, py in PROJ.items(): + dens = src[py] if scen.startswith("reserve") else mg[py] + tot, lo, hi = boot_total(dens, g["area_ha"], a.boot, rng) + out.append({"scale": scale, "key": str(key), + "engine": a.config, "scenario": scen, "year": y, + "total_TgC": round(tot, 3), + "total_lo": round(lo, 3), "total_hi": round(hi, 3), + "mean_MgC_ha": round(float(dens.mean()), 2), + "n_plots": int(len(g))}) + res = pd.DataFrame(out) + res.to_csv(os.path.join(a.out, f"strata_trends_{a.config}.csv"), index=False) + print(f"wrote strata_trends_{a.config}.csv " + f"({res.scale.eq('owner').sum()} owner, " + f"{res.scale.eq('ecoregion').sum()} ecoregion, " + f"{res.scale.eq('state').sum()} state rows)") + own = res[(res.scale == "owner") & (res.year.isin([2030, 2125]))] + print(own.pivot_table(index=["key", "scenario"], columns="year", + values="total_TgC").to_string()) + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/fvs_treemap_conus_compare.py b/calibration/stress/fvs_treemap_conus_compare.py new file mode 100644 index 00000000..e08811fc --- /dev/null +++ b/calibration/stress/fvs_treemap_conus_compare.py @@ -0,0 +1,114 @@ +#!/usr/bin/env python3 +"""fvs_treemap_conus_compare.py -- CONUS FVS x (TreeMap spatial vs FIADB uniform). + +Scales the Maine TreeMap pilot to CONUS. The v2 FVS campaign ran every FIA plot +(keyed STAND_CN = PLT_CN). TreeMap2022 imputes each FIA plot across the CONUS +forest landscape; its VAT gives the pixel COUNT per PLT_CN, hence the actual area +each plot represents (plt_area_treemap.csv, no raster scan). We expand the FVS +carbon two ways, isolating the AREA choice (exactly the ME pilot, CONUS-wide): + + TreeMap (spatial) : sum_plot density_plot(year) x area_ha_plot + FIADB (uniform) : mean_plot density_plot(year) x total_area (same total + area, distributed uniformly across plots) + +at state scale and by forest-type stratum (the varying-scale cut), for years +2030/2075/2125, default reserve engine. Also cross-checks the FVS 2030 TreeMap +carbon against TreeMap's own imputed live carbon (CARBON_L) for the same area. + +Usage: + python3 fvs_treemap_conus_compare.py --campaign out_fvs_v2 \ + --areas plt_area_treemap.csv --config default --out treemap_conus +""" +from __future__ import annotations +import argparse, glob, os +import numpy as np, pandas as pd + +TONS_AC_TO_MGHA = 2.241702 # AGB tons/ac -> Mg/ha +C_FRACTION = 0.47 +TONS_C_AC_TO_MGHA = 2.241702 # CARBON_L tons C/ac -> Mg C/ha +YEARS = {5: 2030, 50: 2075, 100: 2125} + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--campaign", required=True) + ap.add_argument("--areas", required=True) + ap.add_argument("--config", default="default") + ap.add_argument("--out", required=True) + a = ap.parse_args() + os.makedirs(a.out, exist_ok=True) + + area = pd.read_csv(a.areas, dtype={"PLT_CN": str}) + area["PLT_CN"] = area["PLT_CN"].str.replace(r"\.0$", "", regex=True) + + # load campaign reserve densities at the 3 years + rows = [] + for f in glob.glob(os.path.join(a.campaign, "conus_*.csv")): + d = pd.read_csv(f, usecols=["STAND_CN", "STATE", "CONFIG", + "PROJ_YEAR", "AGB_TONS_AC"]) + d = d[(d.CONFIG == a.config) & (d.PROJ_YEAR.isin(YEARS))] + if len(d): + rows.append(d) + camp = pd.concat(rows, ignore_index=True) + camp["PLT_CN"] = camp["STAND_CN"].astype(str).str.replace(r"\.0$", "", + regex=True) + camp["agc_MgC_ha"] = camp.AGB_TONS_AC * TONS_AC_TO_MGHA * C_FRACTION + camp = camp.merge(area[["PLT_CN", "area_ha", "tm_fortyp", "tm_carbon_L"]], + on="PLT_CN", how="inner") + print(f"{camp.PLT_CN.nunique()} plots joined to TreeMap area " + f"({camp.area_ha.sum()/3/1e6:.0f} Mha across 3 yrs)") + + # ---- state scale ---- + def expand(g): + out = {} + for py, yr in YEARS.items(): + gy = g[g.PROJ_YEAR == py] + if not len(gy): + continue + tot_area = gy.area_ha.sum() + tm = float((gy.agc_MgC_ha * gy.area_ha).sum()) / 1e6 # Tg C + fia = float(gy.agc_MgC_ha.mean()) * tot_area / 1e6 # Tg C + out[yr] = (tm, fia) + return out + + st_rows = [] + for st, g in camp.groupby("STATE"): + e = expand(g) + for yr, (tm, fia) in e.items(): + st_rows.append({"scale": "state", "key": st, "year": yr, + "treemap_TgC": round(tm, 3), "fiadb_TgC": round(fia, 3), + "tm_over_fia": round(tm / fia, 3) if fia else None}) + # ---- CONUS total + forest-type strata ---- + e = expand(camp) + for yr, (tm, fia) in e.items(): + st_rows.append({"scale": "CONUS", "key": "CONUS", "year": yr, + "treemap_TgC": round(tm, 3), "fiadb_TgC": round(fia, 3), + "tm_over_fia": round(tm / fia, 3) if fia else None}) + for ft, g in camp.groupby("tm_fortyp"): + e = expand(g) + for yr, (tm, fia) in e.items(): + st_rows.append({"scale": "fortyp", "key": int(ft), "year": yr, + "treemap_TgC": round(tm, 3), "fiadb_TgC": round(fia, 3), + "tm_over_fia": round(tm / fia, 3) if fia else None}) + out = pd.DataFrame(st_rows) + out.to_csv(os.path.join(a.out, "fvs_treemap_vs_fiadb.csv"), index=False) + + # ---- cross-check: FVS 2030 TreeMap carbon vs TreeMap's own CARBON_L ---- + g0 = camp[camp.PROJ_YEAR == 5].drop_duplicates("PLT_CN") + fvs_tm = float((g0.agc_MgC_ha * g0.area_ha).sum()) / 1e6 + tmc = g0.tm_carbon_L * TONS_C_AC_TO_MGHA + tm_own = float((tmc * g0.area_ha).sum()) / 1e6 + print(f"CONUS 2030 live carbon: FVS-on-TreeMap {fvs_tm:.0f} TgC vs " + f"TreeMap-native {tm_own:.0f} TgC (ratio {fvs_tm/tm_own:.2f})") + + conus = out[out.scale == "CONUS"] + print("\nCONUS FVS reserve carbon (Tg C):") + print(conus[["year", "treemap_TgC", "fiadb_TgC", "tm_over_fia"]] + .to_string(index=False)) + print(f"\nwrote {a.out}/fvs_treemap_vs_fiadb.csv " + f"({out.scale.eq('state').sum()} state rows, " + f"{out.scale.eq('fortyp').sum()} forest-type rows)") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/me_donor_extract.py b/calibration/stress/me_donor_extract.py new file mode 100644 index 00000000..9d60cac9 --- /dev/null +++ b/calibration/stress/me_donor_extract.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python3 +"""ME TreeMap pilot: extract donor trees (from the TreeMap tree table) and donor +standinit locations, for the Maine donor plots from Stage A. + +The earlier attempt drew tree lists from FIA_fresh/treeinit, which does not cover +the TreeMap-2022 donor plot CNs (-> near-zero biomass). The correct source for a +TreeMap projection is TreeMap's own tree table, which ships the imputed tree list +per plot. This filters both to the ME donor set. + +Outputs: + me_donor_trees.csv PLT_CN, SPCD, DIA, HT, CR, TPA_UNADJ, SUBP, TREE (live) + me_donor_standinit.csv the ENTIRE-standinit rows for the donor plots (location) +""" +from __future__ import annotations +import argparse +import pandas as pd + +TREE_TABLE = ("/fs/scratch/PUOM0008/crsfaaron/reference_rasters/TREEMAP/TM2022/" + "TreeMap2022_CONUS_Tree_Table.csv") +STANDINIT = "/fs/scratch/PUOM0008/crsfaaron/FIA/ENTIRE_FVS_STANDINIT_PLOT.csv" +SI_KEEP = ["STAND_CN", "VARIANT", "STATE", "INV_YEAR", "LATITUDE", "LONGITUDE", + "ELEVFT", "SLOPE", "ASPECT", "AGE"] + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--donors", required=True) + ap.add_argument("--out-trees", required=True) + ap.add_argument("--out-standinit", required=True) + a = ap.parse_args() + + dn = pd.read_csv(a.donors, dtype={"PLT_CN": str}) + want = set(dn["PLT_CN"].dropna().astype(str)) + print(f"{len(want)} donor PLT_CNs", flush=True) + + # ---- trees from the TreeMap tree table (live only) ---- + cols = ["PLT_CN", "STATUSCD", "TPA_UNADJ", "SPCD", "DIA", "HT", "CR", + "SUBP", "TREE"] + chunks = [] + for ch in pd.read_csv(TREE_TABLE, usecols=cols, dtype={"PLT_CN": str}, + low_memory=False, chunksize=500000): + sel = ch[(ch["STATUSCD"] == 1) & (ch["PLT_CN"].isin(want))] + if len(sel): + chunks.append(sel) + tr = pd.concat(chunks, ignore_index=True) if chunks else pd.DataFrame(columns=cols) + tr.to_csv(a.out_trees, index=False) + print(f"trees: {len(tr)} rows, {tr['PLT_CN'].nunique()} plots with trees " + f"-> {a.out_trees}", flush=True) + + # ---- standinit (locations) for donor plots ---- + sc = [] + for ch in pd.read_csv(STANDINIT, usecols=lambda c: c in SI_KEEP, + low_memory=False, chunksize=200000): + ch["STAND_CN"] = ch["STAND_CN"].apply( + lambda x: str(int(float(x))) if pd.notna(x) else "") + sel = ch[ch["STAND_CN"].isin(want)] + if len(sel): + sc.append(sel) + si = pd.concat(sc, ignore_index=True) if sc else pd.DataFrame(columns=SI_KEEP) + si.to_csv(a.out_standinit, index=False) + print(f"standinit: {si['STAND_CN'].nunique()} donor plots -> {a.out_standinit}", + flush=True) + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/me_donor_fvs.py b/calibration/stress/me_donor_fvs.py new file mode 100644 index 00000000..39ea6ac3 --- /dev/null +++ b/calibration/stress/me_donor_fvs.py @@ -0,0 +1,120 @@ +#!/usr/bin/env python3 +"""ME TreeMap pilot, Stage B (v2): run FVS on the Maine donor plots using +TreeMap's own tree lists. + +Builds the FVS treeinit from the TreeMap-2022 tree table (me_donor_trees.csv, +the imputed donor tree list -- the correct, self-consistent source for a TreeMap +projection) and the standinit location from me_donor_standinit.csv, then projects +100 yr in the requested configs. Output me_donor_trajectories[...].csv: + PLT_CN, STATE, VARIANT, CONFIG, PROJ_YEAR, AGB_TONS_AC + +Gompit arm: set FVS_LIB_DIR=fvs_gompit/lib + FVS_GOMPIT=1 and --configs default, +then relabel CONFIG=gompit downstream. +""" +from __future__ import annotations +import argparse, os, sys +import numpy as np, pandas as pd + +PROJECT_ROOT = os.environ.get("FVS_PROJECT_ROOT", os.path.expanduser("~/fvs-modern")) +sys.path.insert(0, PROJECT_ROOT) +sys.path.insert(0, os.path.join(PROJECT_ROOT, "calibration", "python")) +sys.path.insert(0, "/fs/scratch/PUOM0008/crsfaaron/fvs_stress") +import perseus_100yr_projection as P +import run_conus_task_fvstreeinit as RC + +FIPS = RC.FIPS + + +def treeinit_from_treemap(trees: pd.DataFrame, sid: str) -> pd.DataFrame: + """TreeMap tree table rows -> fvs_treeinit schema.""" + recs = [] + for i, t in enumerate(trees.itertuples(index=False)): + dia = getattr(t, "DIA", np.nan) + if pd.isna(dia) or float(dia) < 1.0: + continue + ht = getattr(t, "HT", 0) + cr = getattr(t, "CR", 0) + recs.append({ + "stand_id": sid, + "plot_id": int(float(getattr(t, "SUBP", 1) or 1)), + "tree_id": i + 1, + "tree_count": float(getattr(t, "TPA_UNADJ", 1.0) or 1.0), + "species": int(float(getattr(t, "SPCD", 0) or 0)), + "diameter": round(float(dia), 1), + "ht": round(float(ht), 0) if pd.notna(ht) and float(ht) > 0 else 0, + "crratio": int(float(cr)) if pd.notna(cr) and float(cr) > 0 else 0, + }) + return pd.DataFrame(recs) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--trees", required=True) + ap.add_argument("--standinit", required=True) + ap.add_argument("--out", required=True) + ap.add_argument("--configs", default="default,calibrated") + a = ap.parse_args() + cfgs = [c.strip() for c in a.configs.split(",")] + arm = [(None if c == "default" else c, c) for c in cfgs] + + tr = pd.read_csv(a.trees, dtype={"PLT_CN": str}) + by_plot = {k: v for k, v in tr.groupby("PLT_CN")} + si = pd.read_csv(a.standinit, low_memory=False) + si["STAND_CN"] = si["STAND_CN"].apply( + lambda x: str(int(float(x))) if pd.notna(x) else "") + print(f"{len(by_plot)} plots with TreeMap trees, {len(si)} standinit rows", + flush=True) + + nsbe = P.NSBECalculator(P.NSBE_ROOT) + rows = [] + n = 0 + for _, stand in si.iterrows(): + cn = stand["STAND_CN"] + trees = by_plot.get(cn) + if trees is None or trees.empty: + continue + variant = str(stand.get("VARIANT", "ne")).lower() + try: + state = FIPS[int(float(stand.get("STATE")))] + except (KeyError, ValueError, TypeError): + state = "ME" + sid = f"S{cn}" + iy = int(float(stand.get("INV_YEAR") or 2010)) + pdat = {"INVYR": iy, "LAT": stand.get("LATITUDE"), + "LON": stand.get("LONGITUDE"), + "ELEV": stand.get("ELEVFT") or 500, + "SLOPE": stand.get("SLOPE") or 10, + "ASPECT": stand.get("ASPECT") or 180, + "STDAGE": stand.get("AGE") or 50} + try: + sdf = P.build_fvs_standinit(pdat, sid, variant) + tdf = treeinit_from_treemap(trees, sid) + except Exception: + continue + if tdf.empty: + continue + n += 1 + for cfg, label in arm: + try: + fr = P.run_fvs_projection(sdf, tdf, sid, variant, + config_version=cfg, + num_cycles=20, cycle_length=5) + for cy, tl in sorted(fr["treelists"].items()): + py = cy - iy + if py < 0: + continue + agb = P.compute_plot_agb(tl, nsbe) + rows.append({"PLT_CN": cn, "STATE": state, + "VARIANT": variant.upper(), "CONFIG": label, + "PROJ_YEAR": py, + "AGB_TONS_AC": round(float(agb), 4)}) + except Exception: + pass + if n % 500 == 0: + print(f" {n} plots projected", flush=True) + pd.DataFrame(rows).to_csv(a.out, index=False) + print(f"projected {n} plots, wrote {len(rows)} rows -> {a.out}", flush=True) + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/me_treemap_stageA_donors.R b/calibration/stress/me_treemap_stageA_donors.R new file mode 100644 index 00000000..260bcb1f --- /dev/null +++ b/calibration/stress/me_treemap_stageA_donors.R @@ -0,0 +1,46 @@ +## me_treemap_stageA_donors.R +## ME TreeMap pilot, Stage A: clip TreeMap2022 to Maine, extract the donor FIA +## plot set + per-plot pixel area. Output me_treemap_donors.csv with +## TM_ID, PLT_CN, n_pix, area_ha +## so Stage B runs FVS on exactly those donor plots and Stage C paints/compares. +## +## TreeMap2022_CONUS.tif value = TM_ID; VAT maps TM_ID -> PLT_CN (= FIA plot CN +## = campaign STAND_CN). 30 m pixels -> 0.09 ha each. +## +## Usage: Rscript me_treemap_stageA_donors.R + +suppressWarnings(suppressMessages({library(terra); library(foreign)})) +a <- commandArgs(trailingOnly = TRUE) +tm_tif <- a[1]; vat_dbf <- a[2]; me_gpkg <- a[3]; out_csv <- a[4] + +r <- rast(tm_tif) +me <- vect(me_gpkg) +me <- project(me, crs(r)) # boundary -> raster CRS (Albers) + +cat("cropping TreeMap to Maine extent...\n") +rc <- crop(r, me) # windowed read, ME extent only +rc <- mask(rc, me) # keep only inside ME + +cat("tabulating donor plot pixel counts...\n") +levels(rc) <- NULL # strip RAT -> raw integer TM_ID +f <- freq(rc) # value (TM_ID) -> count +f <- f[!is.na(f$value) & f$value > 0, c("value", "count")] +names(f) <- c("TM_ID", "n_pix") +f$TM_ID <- as.integer(f$TM_ID) + +vat <- read.dbf(vat_dbf, as.is = TRUE) # TM_ID -> PLT_CN +nm <- toupper(names(vat)); names(vat) <- nm +idcol <- if ("TM_ID" %in% nm) "TM_ID" else if ("VALUE" %in% nm) "VALUE" else nm[1] +vat <- vat[, c(idcol, "PLT_CN")] +names(vat) <- c("TM_ID", "PLT_CN") +vat$TM_ID <- as.integer(vat$TM_ID) + +d <- merge(f, vat, by = "TM_ID", all.x = TRUE) +d$area_ha <- d$n_pix * 0.09 # 30 m pixel +d$PLT_CN <- format(d$PLT_CN, scientific = FALSE, trim = TRUE) +d <- d[order(-d$n_pix), ] + +write.csv(d, out_csv, row.names = FALSE) +cat(sprintf("ME donors: %d unique TM_ID, %d unique PLT_CN, %.0f forested ha, ", + nrow(d), length(unique(d$PLT_CN)), sum(d$area_ha))) +cat(sprintf("%d total pixels -> %s\n", sum(d$n_pix), out_csv)) diff --git a/calibration/stress/me_treemap_stageC_compare.py b/calibration/stress/me_treemap_stageC_compare.py new file mode 100644 index 00000000..7ceaea9c --- /dev/null +++ b/calibration/stress/me_treemap_stageC_compare.py @@ -0,0 +1,98 @@ +#!/usr/bin/env python3 +"""ME TreeMap pilot, Stage C: paint Maine AGB and compare FIADB vs TreeMap. + +Joins the donor-plot FVS trajectories (Stage B) to the donor pixel areas +(Stage A) and aggregates Maine total above-ground biomass / carbon two ways, +isolating the AREA-EXPANSION choice (exactly like ycx_fiadb_vs_treemap.R, but +with FVS as the growth engine): + + TreeMap (spatial) : sum_d density_d(year) x area_ha_d + FIADB (uniform) : mean_d density_d(year) x total_area_ha + (every donor plot weighted by the average area) + +Both cover the same total Maine forest area; they diverge where a plot's biomass +correlates with how much area TreeMap assigns it. Output a comparison CSV + a +trajectory figure, per config (default vs calibrated). + +Usage: + python me_treemap_stageC_compare.py --traj me_donor_trajectories.csv \ + --donors me_treemap_donors.csv --start 2025 --out-dir me_pilot_out +""" +from __future__ import annotations +import argparse, os +import numpy as np, pandas as pd + +AC_PER_HA = 2.4710538 +TONS_TO_TG = 9.07185e-7 # short tons -> Tg (1 short ton = 0.907185 Mg) +C_FRACTION = 0.47 + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--traj", required=True, + help="comma-separated trajectory CSV(s) " + "(default/calibrated + gompit)") + ap.add_argument("--donors", required=True) + ap.add_argument("--start", type=int, default=2025) + ap.add_argument("--out-dir", required=True) + a = ap.parse_args() + os.makedirs(a.out_dir, exist_ok=True) + + tr = pd.concat([pd.read_csv(p, dtype={"PLT_CN": str}) + for p in a.traj.split(",") if os.path.exists(p)], + ignore_index=True) + dn = pd.read_csv(a.donors, dtype={"PLT_CN": str})[["PLT_CN", "area_ha"]] + # one plot may back several TM_IDs -> sum area per PLT_CN + area = dn.groupby("PLT_CN")["area_ha"].sum().reset_index() + total_area_ha = area["area_ha"].sum() + tr = tr.merge(area, on="PLT_CN", how="inner") + tr["year"] = a.start + tr["PROJ_YEAR"].astype(int) + # acres each plot represents + tr["acres"] = tr["area_ha"] * AC_PER_HA + + rows = [] + for cfg, g in tr.groupby("CONFIG"): + for yr, gy in g.groupby("year"): + # TreeMap: biomass-weighted by actual pixel area + tons_tm = float((gy["AGB_TONS_AC"] * gy["acres"]).sum()) + # FIADB: mean density x total area (uniform area per plot) + mean_dens = float(gy["AGB_TONS_AC"].mean()) + tons_fia = mean_dens * (total_area_ha * AC_PER_HA) + rows.append({ + "config": cfg, "year": int(yr), + "agb_treemap_Tg": round(tons_tm * TONS_TO_TG, 3), + "agb_fiadb_Tg": round(tons_fia * TONS_TO_TG, 3), + "agc_treemap_Tg": round(tons_tm * TONS_TO_TG * C_FRACTION, 3), + "agc_fiadb_Tg": round(tons_fia * TONS_TO_TG * C_FRACTION, 3), + "n_plots": int(gy["PLT_CN"].nunique())}) + out = pd.DataFrame(rows).sort_values(["config", "year"]) + out["tm_over_fia"] = (out["agb_treemap_Tg"] / out["agb_fiadb_Tg"]).round(3) + csv = os.path.join(a.out_dir, "me_fiadb_vs_treemap.csv") + out.to_csv(csv, index=False) + print(f"total ME forest area: {total_area_ha:,.0f} ha " + f"({total_area_ha*AC_PER_HA:,.0f} ac)") + print(out.to_string(index=False)) + + # figure + try: + import matplotlib + matplotlib.use("Agg") + import matplotlib.pyplot as plt + fig, ax = plt.subplots(figsize=(8, 5)) + col = {"default": "#999999", "calibrated": "#0072B2", "gompit": "#D55E00"} + for cfg, g in out.groupby("config"): + ax.plot(g["year"], g["agb_treemap_Tg"], "-", color=col.get(cfg, "k"), + label=f"{cfg} TreeMap") + ax.plot(g["year"], g["agb_fiadb_Tg"], "--", color=col.get(cfg, "k"), + label=f"{cfg} FIADB") + ax.set_xlabel("year"); ax.set_ylabel("Maine AGB (Tg dry)") + ax.set_title("Maine 100-yr AGB: FVS x (TreeMap spatial vs FIADB uniform)") + ax.legend(fontsize=8); fig.tight_layout() + fig.savefig(os.path.join(a.out_dir, "me_fiadb_vs_treemap.png"), dpi=200) + print("wrote me_fiadb_vs_treemap.png") + except Exception as e: + print("figure skipped:", e) + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/run_conus_task_fvstreeinit.py b/calibration/stress/run_conus_task_fvstreeinit.py index 358bfb15..acc42685 100644 --- a/calibration/stress/run_conus_task_fvstreeinit.py +++ b/calibration/stress/run_conus_task_fvstreeinit.py @@ -79,6 +79,14 @@ def main(): os.makedirs(a.output_dir, exist_ok=True) variant, batch_id, batch_size = lookup_task(a.manifest, a.task_id) t0 = time.time() + # idempotency: skip if this batch already produced output (clean reruns of + # timed-out / failed tasks just resubmit the whole array) + done_csv = os.path.join(a.output_dir, f"conus_{variant.lower()}_b{batch_id}.csv") + done_ledger = os.path.join(a.output_dir, f"ledger_{variant.lower()}_b{batch_id}.json") + if os.path.exists(done_csv) and os.path.exists(done_ledger) \ + and os.path.getsize(done_csv) > 0: + log.info(f"task {a.task_id}: {variant} b{batch_id} already done; skipping") + return log.info(f"task {a.task_id}: {variant} batch {batch_id}") si_all = pd.read_csv(os.path.join(a.standinit_dir, f"standinit_{variant}.csv"), low_memory=False) diff --git a/calibration/stress/run_fvs_perseus_pipeline.sh b/calibration/stress/run_fvs_perseus_pipeline.sh new file mode 100644 index 00000000..343c8d2b --- /dev/null +++ b/calibration/stress/run_fvs_perseus_pipeline.sh @@ -0,0 +1,63 @@ +#!/bin/bash +# run_fvs_perseus_pipeline.sh -- end-to-end FVS -> PERSEUS pipeline, one place. +# +# Folds the post-hoc fixes (treeinit TPA expansion + height completion) into the +# front of the pipeline so a campaign always starts from correct tree lists, and +# chains through to the dashboard merge + stress test. Each STAGE is idempotent +# and can be run alone (comment the others). Heavy stages submit SLURM arrays; +# wait for them before the dependent stage. +# +# Env: FVS_PROJECT_ROOT=$HOME/fvs-modern, FVS_LIB_DIR, FVS_GOMPIT lib for gompit. +set -euo pipefail +SD=/fs/scratch/PUOM0008/crsfaaron/fvs_stress +FIA=/fs/scratch/PUOM0008/crsfaaron/FIA +FRESH=/fs/scratch/PUOM0008/crsfaaron/FIA_fresh +PW=/fs/scratch/PUOM0008/crsfaaron/perseus_wire +module load gcc/12.3.0 python/3.12 2>/dev/null || true + +echo "== STAGE 1: treeinit fix (TPA_UNADJ expansion + height completion) ==" +# The DataMart FVS_TREEINIT_PLOT under-expands overstory ~6.5x and is ~30% short +# on heights; this restores both from the raw FIA TREE table. ALWAYS run first. +python3 $SD/treeinit_fix_v2.py --in-dir $FRESH/treeinit --tree-dir $FIA \ + --out-dir $FRESH/treeinit_h + +echo "== STAGE 2: strata inputs (plantation flag, harvest rates) ==" +python3 $SD/build_plantation_flag.py # plt_plantation.csv +# state_harvest_rates.csv needs gdal/R (conus_hcs raster sampling): +# module load gdal/3.7.3 R/4.4.0; Rscript $SD/build_state_harvest_rates.R + +echo "== STAGE 3: campaign (SLURM arrays vs treeinit_h) ==" +# sbatch --array=0-380%40 $SD/submit_conus_fvs_v3.slurm # default+calibrated +# sbatch --array=0-380%40 $SD/submit_conus_gompit_v3.slurm # gompit +echo " (submit the two arrays, wait for completion, then continue)" + +echo "== STAGE 4: aggregate per-state density series ==" +for c in default calibrated; do + python3 $SD/fvs_perseus_aggregate.py --in-dir $SD/out_fvs_v3 \ + --out-dir $SD/perseus_series_${c}_v3 --config $c --start 2025 --engine fvs_$c +done +python3 $SD/fvs_perseus_aggregate.py --in-dir $SD/out_gompit_v3 \ + --out-dir $SD/perseus_series_gompit_v3 --config gompit --start 2025 --engine fvs_gompit + +echo "== STAGE 5: plantation-aware managed scenarios ==" +for c in default calibrated; do + python3 $SD/fvs_managed_v2.py --campaign $SD/out_fvs_v3 --config $c \ + --plantation $SD/plt_plantation.csv --rates $SD/state_harvest_rates.csv \ + --start 2030 --k 1.9 --window 20 --out $SD/managed3_$c +done +python3 $SD/fvs_managed_v2.py --campaign $SD/out_gompit_v3 --config gompit \ + --plantation $SD/plt_plantation.csv --rates $SD/state_harvest_rates.csv \ + --start 2030 --k 1.9 --window 20 --out $SD/managed3_gompit + +echo "== STAGE 6: posterior parameter CI (anchored states, SLURM array) ==" +# sbatch --array=0-179%45 $SD/submit_post.slurm (manifest_post.tsv) -> aggregate +echo " (optional; produces posterior_ci_all.csv)" + +echo "== STAGE 7: merge onto a CLEAN main + ribbon + stress test ==" +# Run on a fresh checkout of origin/main so unreleased feature work never leaks: +# git checkout main && git reset --hard origin/main +# FVS_MANAGED_ROOT= python3 fvs_perseus_merge.py $PW +# python3 fvs_posterior_ribbon.py $PW posterior_ci_all.csv +# python3 fvs_dashboard_stress.py $PW/public/api # MUST report 0 violations +# git add public/api && git commit && git push origin main +echo "== DONE ==" diff --git a/calibration/stress/state_harvest_rates.csv b/calibration/stress/state_harvest_rates.csv new file mode 100644 index 00000000..434c42a4 --- /dev/null +++ b/calibration/stress/state_harvest_rates.csv @@ -0,0 +1,50 @@ +ST,n,harvest_frac_yr,p_partial,p_clearcut,p_standrepl,disturbance_frac_yr +AK,8000,,,,, +AL,8000,0.0161124164115108,0.0259010494954175,0.00501543596168834,0.00501543596168834,0.106455233592022 +AR,8000,0.0136485173608418,0.0255671905669355,0.00392319250934265,0.00392319250934265,0.111956299863821 +AZ,8000,0.012560113959462,0.0193481573051694,0.00530276968586085,0.00530276968586085,0.132050965194062 +CA,8000,0.0213854852419717,0.0258566524508305,0.0109047185507492,0.0109047185507492,0.309393769968238 +CO,8000,0.0137997934566192,0.0297241716400619,0.00193668834302147,0.00193668834302147,0.324188904653003 +CT,2757,0.016083932445203,0.0215559503521328,0.00912554071305588,0.00912554071305588,0.121791364348239 +DE,1849,0.0218076572443048,0.0286049249172775,0.011055611794633,0.011055611794633,0.0999275050251871 +FL,8000,0.0232773328712347,0.0304097665877153,0.0103032780182938,0.0103032780182938,0.206238971143223 +GA,8000,0.0201565150541596,0.0304974088633276,0.00650922978602833,0.00650922978602833,0.123869669959203 +IA,8000,0.00919425775964495,0.0187670384811014,0.00318993948531924,0.00318993948531924,0.240988166977281 +ID,8000,0.0141731414913411,0.031680544338268,0.00164182986794546,0.00164182986794546,0.363048340980066 +IL,8000,0.0152830763580586,0.0208498200214009,0.00854280111409114,0.00854280111409114,0.174808286936531 +IN,8000,0.0168478928127783,0.0212624282203357,0.00958449016550871,0.00958449016550871,0.194730194375366 +KS,8000,0.0210883694850657,0.0188441894719162,0.0154308318231663,0.0154308318231663,0.263430686275426 +KY,8000,0.0137004870550862,0.020095580662741,0.00678659505355791,0.00678659505355791,0.154813324343553 +LA,8000,0.0175838211574169,0.0282342063130611,0.00622028385471069,0.00622028385471069,0.0888369967319355 +MA,4352,0.0121794649870893,0.0202112982749881,0.00532437145918497,0.00532437145918497,0.134768602233655 +MD,5841,0.0175749879300575,0.0235445584751474,0.009375198043623,0.009375198043623,0.111146612050893 +ME,8000,0.0165792379198914,0.0207280151250704,0.00897956025224497,0.00897956025224497,0.110494604031167 +MI,8000,0.0103325036130114,0.0180051844632835,0.00359175757474056,0.00359175757474056,0.0951245732567401 +MN,8000,0.00850317393575097,0.0227858268306591,0.000419833015454287,0.000419833015454287,0.0897037483525416 +MO,8000,0.0100236447238083,0.018082120120235,0.00405731695049843,0.00405731695049843,0.194790584506296 +MS,8000,0.0156009243249887,0.0248401136362054,0.0048454108049116,0.0048454108049116,0.113185594764066 +MT,8000,0.00980702810226716,0.0236220904856917,0.00059237921177947,0.00059237921177947,0.363890883200505 +NC,8000,0.0156094241092968,0.0217680178780148,0.00671454123364722,0.00671454123364722,0.110255194782968 +ND,8000,0.00891869032324387,0.00935549513262437,0.00547398556676847,0.00547398556676847,0.301547411343326 +NE,8000,0.0182366344761739,0.0197013967839376,0.0115002718235061,0.0115002718235061,0.375905018702552 +NH,5654,0.00572227386267817,0.0131672655600899,0.000414777998486215,0.000414777998486215,0.144274068151141 +NJ,6167,0.0153404732716043,0.0209681839941001,0.00830266838103883,0.00830266838103883,0.106957928528239 +NM,8000,0.00991435084649192,0.0173317759567647,0.00353814700769458,0.00353814700769458,0.178713720651871 +NV,8000,0.0126778719059974,0.0208825929310276,0.00503787808311301,0.00503787808311301,0.103997655942835 +NY,8000,0.00806991246990685,0.0134924597683479,0.00322123523206394,0.00322123523206394,0.15018399000393 +OH,8000,0.0149130286236377,0.0213021749794909,0.0074092396192918,0.0074092396192918,0.280454994507338 +OK,8000,0.014547732884302,0.0231620545839379,0.00612661996393864,0.00612661996393864,0.14916845245123 +OR,8000,0.0180312910405337,0.02687813786957,0.00849712898819863,0.00849712898819863,0.2773689188698 +PA,8000,0.0124392873101041,0.020668557278993,0.00527985888091463,0.00527985888091463,0.164021872190573 +RI,1220,0.0123936774795303,0.0209285792804797,0.0050768035233759,0.0050768035233759,0.105891883883833 +SC,8000,0.0171293345440859,0.0273545718502606,0.00524879038322035,0.00524879038322035,0.118078785658509 +SD,8000,0.0165604938324841,0.0319479218105816,0.00281963128272177,0.00281963128272177,0.354271653507437 +TN,8000,0.0122091048829812,0.020587924001773,0.00500625750322418,0.00500625750322418,0.115282059914128 +TX,8000,0.0254107526718453,0.0307306535184388,0.0136944432854056,0.0136944432854056,0.0943754705883534 +UT,8000,0.0131362080209703,0.0274667958703316,0.00293014539441848,0.00293014539441848,0.130977050566405 +VA,8000,0.0145050607638301,0.0206961082879599,0.00654130566634,0.00654130566634,0.0955227235950266 +VT,5810,0.00770143228640527,0.0188221153573214,0.000578788575570977,0.000578788575570977,0.161340640024674 +WA,8000,0.0121360190420832,0.023037790326995,0.00384238915930595,0.00384238915930595,0.301877869203334 +WI,8000,0.00920730331102707,0.0219358867027518,0.000977769548116014,0.000977769548116014,0.10464773443942 +WV,8000,0.0149034089754484,0.0193868945032371,0.0085924972618934,0.0085924972618934,0.183455198172647 +WY,8000,0.0145158876100036,0.0319648716214515,0.0015724775581982,0.0015724775581982,0.429319671474654 diff --git a/calibration/stress/treeinit_fix_tpa.py b/calibration/stress/treeinit_fix_tpa.py new file mode 100644 index 00000000..f7f4f71e --- /dev/null +++ b/calibration/stress/treeinit_fix_tpa.py @@ -0,0 +1,89 @@ +#!/usr/bin/env python3 +"""treeinit_fix_tpa.py -- repair the FVS TreeInit expansion factor. + +ROOT CAUSE (diagnosed 2026-06-03): the DataMart _FVS_TREEINIT_PLOT.csv files +carry a TREE_COUNT (per-acre expansion) that is ~1/6 of FIA's true TPA_UNADJ for +overstory trees. Maine per-plot basal area came out 34.8 ft2/ac vs the raw FIA +TREE table's 103.5 (median ratio 6.5x), so the whole CONUS campaign biomass was +~6x too light and unpublishable. The join (STAND_CN) and the engine are fine. + +FIX: each treeinit row carries TREE_CN (the FIA tree CN). Join it to the raw +_TREE.csv (CN, TPA_UNADJ, STATUSCD) and overwrite TREE_COUNT with the +authoritative TPA_UNADJ for matched live trees. Everything else (DIAMETER, HT, +CRRATIO, SPECIES, PLOT_ID, STAND_CN) is preserved, so run_conus_task_fvstreeinit +needs no change -- just point --treeinit-dir at the fixed output. + +Unmatched rows (older panels not in the current TREE.csv snapshot) keep their +original TREE_COUNT (conservative; leaves them light rather than dropping them). + +Usage: + python3 treeinit_fix_tpa.py --in-dir FIA_fresh/treeinit \ + --tree-dir FIA --out-dir FIA_fresh/treeinit_fixed [--states ME,GA,...] +""" +from __future__ import annotations +import argparse, glob, os +import numpy as np, pandas as pd + +BA = 0.005454 # ft2 per inch^2 (basal-area constant), for the QA report only + + +def fix_state(st, in_dir, tree_dir, out_dir): + tin = os.path.join(in_dir, f"{st}_FVS_TREEINIT_PLOT.csv") + rtp = os.path.join(tree_dir, f"{st}_TREE.csv") + if not os.path.exists(tin): + return st, "no_treeinit", None + ti = pd.read_csv(tin, dtype={"TREE_CN": str}, low_memory=False) + if "TREE_CN" not in ti or "TREE_COUNT" not in ti: + return st, "bad_schema", None + ti["TREE_COUNT"] = pd.to_numeric(ti["TREE_COUNT"], errors="coerce") + ti["DIAMETER"] = pd.to_numeric(ti["DIAMETER"], errors="coerce") + ba_old = float((ti["TREE_COUNT"] * BA * ti["DIAMETER"] ** 2) + .groupby(ti["STAND_CN"]).sum().mean()) + matched = np.nan + if os.path.exists(rtp): + rc = pd.read_csv(rtp, nrows=0).columns.tolist() + use = [c for c in ["CN", "TPA_UNADJ", "STATUSCD"] if c in rc] + if "CN" in use and "TPA_UNADJ" in use: + rt = pd.read_csv(rtp, usecols=use, dtype={"CN": str}, low_memory=False) + if "STATUSCD" in rt: # live trees only + rt = rt[rt["STATUSCD"] == 1] + rt = rt.rename(columns={"CN": "TREE_CN"})[["TREE_CN", "TPA_UNADJ"]] + rt = rt.dropna(subset=["TREE_CN"]).drop_duplicates("TREE_CN") + ti = ti.merge(rt, on="TREE_CN", how="left") + hit = ti["TPA_UNADJ"].notna() + matched = float(hit.mean()) + ti.loc[hit, "TREE_COUNT"] = ti.loc[hit, "TPA_UNADJ"] + ti = ti.drop(columns=["TPA_UNADJ"]) + ba_new = float((ti["TREE_COUNT"] * BA * ti["DIAMETER"] ** 2) + .groupby(ti["STAND_CN"]).sum().mean()) + os.makedirs(out_dir, exist_ok=True) + ti.to_csv(os.path.join(out_dir, f"{st}_FVS_TREEINIT_PLOT.csv"), index=False) + return st, "ok", (ba_old, ba_new, matched) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--in-dir", required=True) + ap.add_argument("--tree-dir", required=True) + ap.add_argument("--out-dir", required=True) + ap.add_argument("--states", default="") + a = ap.parse_args() + if a.states: + states = [s.strip().upper() for s in a.states.split(",")] + else: + states = sorted(os.path.basename(f).split("_")[0] + for f in glob.glob(os.path.join(a.in_dir, + "*_FVS_TREEINIT_PLOT.csv"))) + print(f"{len(states)} states") + for st in states: + s, status, q = fix_state(st, a.in_dir, a.tree_dir, a.out_dir) + if q: + print(f" {s}: BA {q[0]:.1f} -> {q[1]:.1f} ft2/ac " + f"(TPA matched {100*q[2]:.0f}%)" if q[2] == q[2] + else f" {s}: BA {q[0]:.1f} -> {q[1]:.1f} (no raw TREE)") + else: + print(f" {s}: {status}") + + +if __name__ == "__main__": + main() diff --git a/calibration/stress/treeinit_fix_v2.py b/calibration/stress/treeinit_fix_v2.py new file mode 100644 index 00000000..eeb17590 --- /dev/null +++ b/calibration/stress/treeinit_fix_v2.py @@ -0,0 +1,117 @@ +#!/usr/bin/env python3 +"""treeinit_fix_v2.py -- treeinit repair v2: TPA_UNADJ expansion + complete heights. + +v1 (treeinit_fix_tpa.py) fixed the 6.5x under-expanded TREE_COUNT. This v2 also +completes tree HEIGHTS, because FVS reports the PROJ_YEAR 0 (2025) inventory +treelist before it imputes missing heights, and NSBE biomass needs height -- so +the 2025 point was understated ~50-90% (the height-fill artifact we dodged by +anchoring at 2030). Filling heights up front makes 2025 whole and lets us anchor +the dashboard at the true inventory year. + +Per state, joining each treeinit row to the raw FIA TREE table by TREE_CN: + TREE_COUNT <- TPA_UNADJ (expansion fix, v1) + HT <- TREE.HT where the treeinit HT is missing (FIA modeled height, + ~85% of live trees) +Residual missing heights (~15%) are imputed from a per-species log-log H-D fit +(HT = exp(a + b*log(DIA))) on the trees that have height, with a pooled fallback; +predictions clamped to [5, 320] ft. + +Output: /_FVS_TREEINIT_PLOT.csv (engine-ready, run unchanged). +""" +from __future__ import annotations +import argparse, glob, os +import numpy as np, pandas as pd + +BA = 0.005454 +HT_MIN, HT_MAX = 5.0, 320.0 + + +def hd_impute(df): + """fill HT<=0 from per-species log-log H-D fit; pooled fallback.""" + have = df["HT"] > 0 + need = ~have & (df["DIAMETER"] > 0) + if need.sum() == 0: + return df + ld = np.log(df["DIAMETER"].clip(lower=1.0)) + lh = np.log(df["HT"].clip(lower=1.0)) + # pooled fit + h = have & np.isfinite(ld) & np.isfinite(lh) + if h.sum() >= 20: + pb, pa = np.polyfit(ld[h], lh[h], 1) + else: + pb, pa = 0.5, 2.5 + pred = pd.Series(np.exp(pa + pb * ld), index=df.index) + # per-species refinement where enough data + for sp, g in df[have].groupby("SPECIES"): + if len(g) >= 30: + x, y = np.log(g["DIAMETER"].clip(lower=1.0)), np.log(g["HT"]) + ok = np.isfinite(x) & np.isfinite(y) + if ok.sum() >= 30: + b, a = np.polyfit(x[ok], y[ok], 1) + m = need & (df["SPECIES"] == sp) + pred.loc[m] = np.exp(a + b * ld[m]) + df.loc[need, "HT"] = pred.loc[need].clip(HT_MIN, HT_MAX).round(0) + return df + + +def fix_state(st, in_dir, tree_dir, out_dir): + tin = os.path.join(in_dir, f"{st}_FVS_TREEINIT_PLOT.csv") + rtp = os.path.join(tree_dir, f"{st}_TREE.csv") + if not os.path.exists(tin): + return st, "no_treeinit", None + ti = pd.read_csv(tin, dtype={"TREE_CN": str}, low_memory=False) + for c in ("TREE_COUNT", "DIAMETER", "HT"): + if c in ti: + ti[c] = pd.to_numeric(ti[c], errors="coerce") + ht0 = float((ti["HT"] > 0).mean()) + matched = np.nan + if os.path.exists(rtp): + rc = pd.read_csv(rtp, nrows=0).columns.tolist() + use = [c for c in ["CN", "TPA_UNADJ", "HT", "STATUSCD"] if c in rc] + if "CN" in use and "TPA_UNADJ" in use: + rt = pd.read_csv(rtp, usecols=use, dtype={"CN": str}, low_memory=False) + if "STATUSCD" in rt: + rt = rt[rt["STATUSCD"] == 1] + rt = rt.rename(columns={"CN": "TREE_CN", "HT": "HT_FIA"}) + keep = ["TREE_CN", "TPA_UNADJ"] + (["HT_FIA"] if "HT_FIA" in rt else []) + rt = rt[keep].dropna(subset=["TREE_CN"]).drop_duplicates("TREE_CN") + ti = ti.merge(rt, on="TREE_CN", how="left") + hit = ti["TPA_UNADJ"].notna() + matched = float(hit.mean()) + ti.loc[hit, "TREE_COUNT"] = ti.loc[hit, "TPA_UNADJ"] + if "HT_FIA" in ti: # fill missing heights from FIA + fillh = (ti["HT"].isna() | (ti["HT"] <= 0)) & (ti["HT_FIA"] > 0) + ti.loc[fillh, "HT"] = ti.loc[fillh, "HT_FIA"] + ti = ti.drop(columns=[c for c in ("TPA_UNADJ", "HT_FIA") if c in ti]) + ti["HT"] = ti["HT"].fillna(0) + ti = hd_impute(ti) # impute the residual + ht1 = float((ti["HT"] > 0).mean()) + os.makedirs(out_dir, exist_ok=True) + ti.to_csv(os.path.join(out_dir, f"{st}_FVS_TREEINIT_PLOT.csv"), index=False) + return st, "ok", (ht0, ht1, matched) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--in-dir", required=True) + ap.add_argument("--tree-dir", required=True) + ap.add_argument("--out-dir", required=True) + ap.add_argument("--states", default="") + a = ap.parse_args() + states = ([s.strip().upper() for s in a.states.split(",")] if a.states + else sorted(os.path.basename(f).split("_")[0] + for f in glob.glob(os.path.join(a.in_dir, + "*_FVS_TREEINIT_PLOT.csv")))) + print(f"{len(states)} states") + for st in states: + s, status, q = fix_state(st, a.in_dir, a.tree_dir, a.out_dir) + if q: + print(f" {s}: HT coverage {100*q[0]:.0f}% -> {100*q[1]:.0f}% " + f"(TPA matched {100*q[2]:.0f}%)" if q[2] == q[2] + else f" {s}: HT {100*q[0]:.0f}%->{100*q[1]:.0f}% (no raw TREE)") + else: + print(f" {s}: {status}") + + +if __name__ == "__main__": + main() diff --git a/config/tests/test_conus_sf_loader.py b/config/tests/test_conus_sf_loader.py new file mode 100644 index 00000000..c1edea70 --- /dev/null +++ b/config/tests/test_conus_sf_loader.py @@ -0,0 +1,200 @@ +""" +Tests for the CONUS species-free (Leg B) path in config_loader.py. + +Builds a synthetic variant JSON whose categories_conus_sf block matches exactly +what calibration/R/63_conus_sf_to_variant_json.R writes, then checks that the +loader decodes it, computes the trait effect for in- and out-of-bundle species, +evaluates the species-free linear predictor, and resolves the Leg A / Leg B +source correctly under version='conus_hybrid'. + +Runnable two ways: + pytest config/tests/test_conus_sf_loader.py + python config/tests/test_conus_sf_loader.py # prints PASS/FAIL +""" +from __future__ import annotations + +import importlib.util +import json +import math +from pathlib import Path + +_HERE = Path(__file__).resolve() +_CONFIG_DIR = _HERE.parent.parent # .../config +_LOADER_PATH = _CONFIG_DIR / "config_loader.py" + +# Import config_loader by path (no package assumptions). +_spec = importlib.util.spec_from_file_location("config_loader", _LOADER_PATH) +config_loader = importlib.util.module_from_spec(_spec) +_spec.loader.exec_module(config_loader) +FvsConfigLoader = config_loader.FvsConfigLoader + + +# --------------------------------------------------------------------------- +# Synthetic fixture: two traits, two species in-bundle, small L1/L2 RE tables. +# --------------------------------------------------------------------------- + +# Trait standardization constants (as 63_...R stores them). +SCALE_MEAN = [0.50, 3.0] # wood_specific_gravity, shade_tolerance_num +SCALE_SD = [0.10, 1.0] +GAMMA = [0.20, -0.05] # trait coefficients on standardized traits + +# Two in-bundle species with known raw traits. +SP = [12, 316] +RAW_WSG = [0.40, 0.60] # -> std: (0.40-0.50)/0.10 = -1.0 ; +1.0 +RAW_SHT = [2.0, 5.0] # -> std: (2-3)/1 = -1.0 ; (5-3)/1 = +2.0 +STD_WSG = [(RAW_WSG[i] - SCALE_MEAN[0]) / SCALE_SD[0] for i in range(2)] +STD_SHT = [(RAW_SHT[i] - SCALE_MEAN[1]) / SCALE_SD[1] for i in range(2)] +# Stored per-species trait effect = std_traits . gamma +TRAIT_EFFECT = [STD_WSG[i] * GAMMA[0] + STD_SHT[i] * GAMMA[1] for i in range(2)] + +B0 = 0.75 # intercept +B1 = 0.30 # ln(dbh) coefficient (a covariate) +RE_L1 = {"level": ["8", "9"], "mean": [0.10, -0.10]} +RE_L2 = {"level": ["8.1", "9.4"], "mean": [0.02, -0.03]} + + +def _build_sf_component() -> dict: + return { + "model": "dg_kuehne_cspi_traits1_b1", + "fixed_effects": { + "param": ["b0", "b1", "sigma_L1", "sigma"], + "mean": [B0, B1, 0.4, 0.9], + "sd": [0.01, 0.01, 0.01, 0.01], + }, + "trait_gamma": { + "trait_col": ["wood_specific_gravity", "shade_tolerance_num"], + "gamma_mean": GAMMA, + "scale_mean": SCALE_MEAN, + "scale_sd": SCALE_SD, + }, + "species": { + "SPCD": SP, + "trait_effect_mean": TRAIT_EFFECT, + "raw_wood_specific_gravity": RAW_WSG, + "std_wood_specific_gravity": STD_WSG, + "raw_shade_tolerance_num": RAW_SHT, + "std_shade_tolerance_num": STD_SHT, + }, + "re_L1": RE_L1, + "re_L2": RE_L2, + "re_L3": {"level": [], "mean": []}, # jsonlite empty -> [] handled by loader + "re_FT": {"level": [], "mean": []}, + "hybrid_source_map": {"SPCD": [12, 316], "source": ["leg_a", "leg_b"]}, + } + + +def _write_fixture(tmp_dir: Path) -> None: + calibrated = tmp_dir / "calibrated" + calibrated.mkdir(parents=True, exist_ok=True) + + cfg = { + "variant": "tt", + "variant_name": "Synthetic Test", + "maxsp": 3, + "categories": {"bark_ratio": {"BKRAT": [0.9, 0.9, 0.9]}}, + # Leg A present for SPCD 12 only, so the hybrid source map should + # resolve 12 -> leg_a and 316 -> leg_b. + "categories_conus": { + "diameter_growth": { + "model": "dg_kuehne_cspi_traits1", + "species_intercepts": {"SPCD": [12], "mean": [0.05], "sd": [0.01]}, + } + }, + "categories_conus_sf": {"diameter_growth": _build_sf_component()}, + } + # Both the default and the calibrated copy exist (loader reads calibrated/). + (calibrated / "tt.json").write_text(json.dumps(cfg, indent=2)) + (tmp_dir / "tt.json").write_text(json.dumps({"variant": "tt", "maxsp": 3, + "categories": cfg["categories"]}, indent=2)) + + +# --------------------------------------------------------------------------- +# Tests +# --------------------------------------------------------------------------- + +def _loader(tmp_dir: Path, version: str) -> "FvsConfigLoader": + return FvsConfigLoader("tt", version=version, config_dir=tmp_dir) + + +def test_sf_block_present_and_decoded(tmp_path): + _write_fixture(tmp_path) + ld = _loader(tmp_path, "conus_sf") + assert ld.has_conus_sf_block + assert "diameter_growth" in ld.conus_sf_components_present() + + rt = ld.get_conus_sf_runtime_block("diameter_growth") + assert rt["intercept_name"] == "b0" + assert math.isclose(rt["intercept"], B0) + # b1 is a covariate; sigma* excluded. + assert set(rt["covariate"]) == {"b1"} + assert math.isclose(rt["covariate"]["b1"], B1) + assert rt["gamma"]["wood_specific_gravity"] == GAMMA[0] + assert rt["scale"]["shade_tolerance_num"] == (SCALE_MEAN[1], SCALE_SD[1]) + assert rt["re_L1"]["8"] == 0.10 and rt["re_L2"]["9.4"] == -0.03 + + +def test_trait_effect_in_and_out_of_bundle(tmp_path): + _write_fixture(tmp_path) + rt = _loader(tmp_path, "conus_sf").get_conus_sf_runtime_block("diameter_growth") + + # In-bundle: returns the stored value. + assert math.isclose(FvsConfigLoader.sf_trait_effect(rt, 12), TRAIT_EFFECT[0]) + + # Out-of-bundle: supply raw traits, expect standardize-then-dot-gamma. + raw = {999: {"wood_specific_gravity": 0.70, "shade_tolerance_num": 4.0}} + expected = ((0.70 - SCALE_MEAN[0]) / SCALE_SD[0]) * GAMMA[0] \ + + ((4.0 - SCALE_MEAN[1]) / SCALE_SD[1]) * GAMMA[1] + got = FvsConfigLoader.sf_trait_effect(rt, 999, raw_traits=raw) + assert math.isclose(got, expected) + + # Unknown species with no traits -> 0.0 (engine then falls back). + assert FvsConfigLoader.sf_trait_effect(rt, 8888) == 0.0 + + +def test_sf_linear_predictor(tmp_path): + _write_fixture(tmp_path) + ld = _loader(tmp_path, "conus_sf") + eta = ld.sf_linear_predictor( + "diameter_growth", spcd=12, + eco_codes={"L1": "8", "L2": "8.1"}, + covariates={"b1": 2.0}, + ) + expected = B0 + TRAIT_EFFECT[0] + RE_L1["mean"][0] + RE_L2["mean"][0] + B1 * 2.0 + assert math.isclose(eta, expected) + + +def test_hybrid_source_resolution(tmp_path): + _write_fixture(tmp_path) + ld = _loader(tmp_path, "conus_hybrid") + assert ld.resolve_species_source("diameter_growth", 12) == "leg_a" + assert ld.resolve_species_source("diameter_growth", 316) == "leg_b" + # Species not in the map at all -> leg_b. + assert ld.resolve_species_source("diameter_growth", 4040) == "leg_b" + + +# --------------------------------------------------------------------------- +# Plain-python runner (no pytest dependency) +# --------------------------------------------------------------------------- + +if __name__ == "__main__": + import tempfile + import traceback + + tests = [ + test_sf_block_present_and_decoded, + test_trait_effect_in_and_out_of_bundle, + test_sf_linear_predictor, + test_hybrid_source_resolution, + ] + passed = 0 + for t in tests: + with tempfile.TemporaryDirectory() as d: + try: + t(Path(d)) + print(f"PASS {t.__name__}") + passed += 1 + except Exception: + print(f"FAIL {t.__name__}") + traceback.print_exc() + print(f"\n{passed}/{len(tests)} tests passed") + raise SystemExit(0 if passed == len(tests) else 1) diff --git a/manuscript/fvs_combined_draft_v2_20260626.md b/manuscript/fvs_combined_draft_v2_20260626.md new file mode 100644 index 00000000..e3f97390 --- /dev/null +++ b/manuscript/fvs_combined_draft_v2_20260626.md @@ -0,0 +1,1405 @@ +--- +title: "Modernizing and Bayesian recalibrating the Forest Vegetation Simulator: open source infrastructure and parametric uncertainty quantification for 25 geographic variants" +author: + - Aaron R. Weiskittel^1^ + - Greg Johnson^2^ + - David Marshall^3^ +subtitle: | + ^1^ Center for Research on Sustainable Forests, University of Maine, Orono, ME 04469, USA + + ^2^ Growth Model Users Group, Portland, OR, USA + + ^3^ USDA Forest Service, Pacific Northwest Research Station, Olympia, WA, USA + + Corresponding author: aaron.weiskittel@maine.edu +date: 2026-04-23 +--- + +# Abstract + +**Software description.** The Forest Vegetation Simulator is the primary +growth and yield tool used for forest management, carbon accounting, +and silvicultural planning across the United States and Canada, but +its legacy Fortran 77 codebase and parameters calibrated primarily on +pre 2005 forest inventory data have limited its scientific and +operational currency. + +**Problem addressed.** We integrate two streams of modernization into +a single open source software release: conversion of the full FVS +source tree to standards conformant Fortran 90, recalibration of all +25 geographic variants using Bayesian hierarchical models fit to +Forest Inventory and Analysis remeasurement data, and runtime +propagation of posterior parametric uncertainty through stand +projections. + +**Software framework.** The distribution (fvs-modern) provides 2,247 +free form Fortran 90 source files, shared library builds for all 25 +variants, a ctypes Python wrapper (fvs2py), a FastAPI REST interface +(microfvs), a Docker image, and a continuous integration pipeline. At +runtime users select among default, Bayesian calibrated posterior +median, or user supplied custom parameters, and can request ensemble +projections sampled from the posterior. + +**Applications.** Using the modernized distribution we (i) ran an +internal FIA benchmark on 433,291 remeasurement conditions across +19 variants, (ii) quantified component contributions to improvement +via an ablation analysis, and (iii) evaluated 100 year stand +trajectories on a 36 scenario Bakuzis factorial that tests three of +the four classical biological laws (Sukachev, Eichhorn, density +driven mortality) under parametric uncertainty; the fourth law +(mortality size pattern) is reported as a design element pending +treelist snapshot extraction, and (iv) benchmarked the engine's +structural realism against a from-scratch family of national component +equations and an independent published model in a six build single +cohort comparison over the national FIA stand universe. + +**Results.** Seven model components were calibrated per variant: +diameter growth, height to diameter allometry, height increment +(applicable to six variants), mortality, crown ratio change, stand +density index maximum, and the self thinning slope. The national +benchmark improved basal area R squared from 0.672 to 0.704 and +volume R squared from 0.783 to 0.818. The Bakuzis matrix exposes +where calibrated parameters change long horizon behavior most, and +the posterior ensemble provides year by year credible bands. In the +six build comparison the engine, default and recalibrated alike, is a +strong stand level dynamic realism reference, self thinning correctly +across single cohort site classes (real height Reineke slopes -1.15 to +-1.55, passing three of four pooled site classes) where a more per +tree accurate from scratch equation family over densifies (Reineke +zero of four). A stand level density dependent self thinning +constraint added to the new equations restores correct self thinning +in all four site classes on the regions tested, underscoring that per +tree accuracy and stand level dynamic realism are distinct axes. + +**Impact.** fvs-modern is the first release to combine contemporary +Bayesian calibration, open source software engineering, and full +parametric uncertainty quantification in a production growth and +yield simulator spanning North America. + +Keywords: Forest Vegetation Simulator; Bayesian calibration; +uncertainty quantification; open source forestry software; Bakuzis +matrix; FIA remeasurement + +# Software availability + +- **Name:** fvs-modern +- **Version described:** 2026.05.3 +- **Repository:** https://github.com/holoros/fvs-modern +- **License:** Dual licensed. Fortran source inherited from the USDA + Forest Service is CC0-1.0 (public domain); Python, R, and + deployment tooling added in this work is MIT. +- **Dependencies:** gfortran, GCC, Python 3.9+, R 4.0+ (optional, for + the rFVS interface and calibration pipeline), CmdStan (for + recalibration), and FIA database access for new calibration runs. +- **Operating systems tested:** Linux (Fedora, RHEL, Ubuntu), macOS + (Homebrew gfortran), Windows (WSL2 only). +- **Documentation:** https://github.com/holoros/fvs-modern and + CALIBRATION.md in the repository root. +- **DOI:** [10.5281/zenodo.19802673](https://doi.org/10.5281/zenodo.19802673) + (this version, v2026.05.3). The Zenodo concept DOI persists across + future versions; latest version is always resolvable through the + same record. + +# 1. Introduction + +The Forest Vegetation Simulator (FVS) has been the operational +standard for individual tree growth and yield projection across +federally managed forests in the United States for more than four +decades (Dixon 2002). FVS is organized into 25 geographic +variants, each with species specific growth, mortality, height +diameter, and crown ratio equations parameterized against regional +forest data. Over time, variant specific parameters have accumulated +from diverse historical calibrations, often using inventory data +collected prior to 2005 (Weiskittel et al. 2011), and the codebase has +evolved from its Fortran 77 origins with limited structured testing +or dependency management. Two modernization gaps follow from this +history. + +First, the source code is difficult for the research community to +extend. The architectural review by Crookston and Dixon (2005) +documents a codebase organized around a shared base engine and 25 +geographic variants but rooted in fixed form Fortran 77 with +extensive COMMON block usage and computed GOTO branching. Two +decades of subsequent maintenance have preserved that organization +without modernizing it: approximately 2,054 source files remain in +fixed form, with limited unit testing, no continuous integration, +and few entry points for non-Fortran programmers. Forty years of +legacy code have therefore accumulated alongside the variants, and +no released variant carries a built-in mechanism for propagating +parameter uncertainty through projections. These characteristics +inhibit reproducibility, community contribution, and platform +portability. + +Second, the parameters are stale. Most default FVS variant parameters +were fit to data collected before the modern Forest Inventory and +Analysis (FIA) program adopted its annual panel design +(Bechtold and Patterson 2005). Advances in Bayesian hierarchical modeling +(Gelman et al. 2013) and the availability of roughly two decades of +additional FIA remeasurements create an opportunity to refit all +variants with modern data and methods, and to do so in a way that +preserves full posterior distributions for downstream uncertainty +propagation. + +Recent individual tree growth models have increasingly adopted +Bayesian methods for calibration (Clark et al. 2016; Bohn and Huth +2018), and Itter, Finley, and Weiskittel (2025) recently formalized +how connecting growth and yield models to continuous forest +inventory data with hierarchical Bayesian methods enables principled +uncertainty accounting at the stand and regional scales. The Pacific +Northwest perspective by Joo, Temesgen, Frank, Weiskittel, and +Reimer (2025) further documents the operational stakes: site index +estimation, maximum stand density derivation, and error propagation +in long horizon projections are the practical limitations growth +and yield models must address to remain credible for management +decisions. The recent comparative review by Premer, Simons-Legaard, +Daigneault, Hayes, Solarik, and Weiskittel (2025) shows that +projected forest carbon outcomes can differ by a factor of two +across modeling systems applied to the same Maine plots, and the +Forest Carbon Modeling Group statement (Woodall et al. 2025) +identifies model uncertainty quantification as a top community +priority for the next decade. No prior effort has combined a +comprehensive Bayesian recalibration of FVS with an open source +software release, a runtime uncertainty engine, and a factorial +benchmark spanning long horizons. + +This paper describes that integrated release, fvs-modern, and +reports three applications: (1) a stand level FIA benchmark across +19 variants, (2) an ablation analysis decomposing which calibrated +components contribute most to improvement, and (3) a Bakuzis +matrix evaluation testing classical biological laws under +parametric uncertainty. We describe the software architecture, the +calibration methodology, and the benchmarking framework, then +discuss implications for operational forest modeling, regulatory +carbon accounting, and future research. + +# 2. Software description + +fvs-modern is organized into three tiers: (i) the converted Fortran +simulation engine, (ii) the calibration pipeline that produces +Bayesian posterior distributions, and (iii) the runtime configuration +and uncertainty engine that propagates those distributions through +projections. + +## 2.1 Modernized Fortran engine + +The FVS simulation engine has been fully converted from fixed form +Fortran 77 to free form Fortran 90, spanning 2,247 source files in +the src-converted directory. The conversion preserved the original +variant partitioning (a shared base engine under base/ plus 25 +variant directories) and retained backward compatibility with +existing keyword files while eliminating the 72 column line limit, +adding IMPLICIT NONE declarations where safe, and replacing obvious +computed GOTO patterns with SELECT CASE constructs. Build automation +compiles the converted source into position independent shared +libraries for all 25 variants using gfortran: + +```bash +bash deployment/scripts/build_fvs_libraries.sh src-converted ./lib +``` + +The output is 25 .so files ranging from 8.9 MB (ON) to 13 MB (IE), +each exporting the four public API entry points required by existing +R and Python bindings: fvssetcmdline_, fvssummary_, fvsdimsizes_, and +fvstreeattr_. All 25 libraries have been verified under ctypes +RTLD_LAZY load, and a continuous integration pipeline runs a +regression harness of 68 standalone keyword file simulations plus +shared library symbol checks on every commit to the main branch. + +## 2.2 Bayesian calibration pipeline + +We recalibrated seven component models per variant using FIA +remeasurement data. The component model forms follow established +FVS conventions (Wykoff 1990; Crookston and Dixon 2005) with +hierarchical Bayesian extensions for species random effects and +heteroscedastic variance. The seven equations are: + +(1) Height to diameter (Chapman Richards): + H = 1.3 + a × (1 − exp(−b × DBH/20))^c + ε, + where H is total height (m), DBH is diameter at breast height + (cm), and a, b, c are species-specific coefficients with + species-level random intercepts on a. + +(2) Diameter growth (Wykoff): + ln(DDS) = β0 + β1·ln(DBH) + β2·(h_rel) + β3·ln(CCF) + β4·BAL + + β5·SI + β6·SLOPE + β7·ASPECT + … + uᵢ + ε, + where DDS is diameter increment squared, h_rel is relative + height in the stand, CCF is crown competition factor, BAL is + basal area in larger trees, SI is site index, and uᵢ is the + species random intercept. + +(3) Height increment (applied to BC, CI, EM, IE, KT, WS): + ln(HG) = γ0 + γ1·ln(DBH) + γ2·(h_rel) + γ3·ln(CCF) + + γ4·BAL + uᵢ + ε, + parallel to (2) but on log height growth (HG, m yr⁻¹). + +(4) Mortality (logistic with annualization): + logit(P_die) = α0 + α1·DBH + α2·BAL + α3·CR + α4·BA + uᵢ, + where P_die is the probability of mortality during the + remeasurement interval, CR is crown ratio, and BA is stand + basal area. Annualized by raising survival probability to the + 1/Δt power for variable measurement intervals Δt. + +(5) Crown ratio change: + ΔCR = δ0 + δ1·ln(DBH) + δ2·BAL + δ3·BA + δ4·CR_init + uᵢ + ε, + where ΔCR is the per-period change in crown ratio. + +(6) Stand density index maximum (SDImax) by quantile regression at + the 0.95 quantile of observed (TPA, QMD) pairs followed by + Bayesian shrinkage: + SDImax = TPA × (QMD/25)^1.605, with the Reineke exponent (−1.605 + nominally) replaced by a variant-specific b̂ in (7). + +(7) Self thinning slope (departure from Reineke): + log10(TPA) = κ0 + b̂ × log10(QMD) + ε at the maximum density + frontier, with the variant-specific exponent b̂ estimated as a + departure from Reineke's −1.605. + +In equations (1) through (5), uᵢ denotes the species-level random +intercept for species i, and ε denotes the residual error term. We +specified weakly informative priors centered on the original FVS +parameter values: normal(0, 100) for log-scale Wykoff and Chapman +Richards parameters, normal(0, 2) for fixed effects in mortality +and crown ratio change, and exponential(1) for variance components. +This empirical Bayes specification ensures that data-poor species +shrink toward their original FVS values rather than toward zero or +toward the grand mean. + +Sampling used Hamiltonian Monte Carlo with the No U Turn Sampler +via CmdStan, with automatic differentiation variational inference +as a fallback for the 5 percent of fits where HMC failed to +converge. For each component we ran four chains of 2000 iterations +with 2000 warmup, thinned by 2, retaining 4000 posterior draws. +Chain seeds followed the convention 20260201 + chain_index for +reproducibility. Convergence was assessed with Rhat < 1.01 and bulk +effective sample size > 400. + +Posterior summaries are serialized to JSON under config/calibrated/ +in two forms: a point estimate file with posterior medians +(.json) and a draws file containing 500 joint posterior +samples (_draws.json), thinned by simple uniform +subsampling from the 4,000 retained MCMC iterations to keep the +on-disk artifact compact while preserving posterior coverage. The +draws file preserves the joint posterior structure: every component +within a draw shares the same MCMC iteration index, so correlations +between (for example) diameter growth and mortality parameters are +maintained when the draw is applied to FVS at runtime. Downstream +ensemble runs typically consume between 50 and 500 of these joint +draws depending on the cost of the projection workload; the FIA +Bakuzis evaluation reported here used 100 draws per scenario. + +![Figure 1. Bayesian calibration pipeline architecture. FIA remeasurement conditions feed a seven component hierarchical fitting workflow (Chapman Richards height diameter, Wykoff diameter growth, logistic mortality, crown ratio change, SDImax quantile regression, height increment for six variants, and self thinning slope). Stan with CmdStanR drives HMC sampling with ADVI fallback. Posterior summaries and 500 joint draws are serialized to JSON for runtime consumption by fvs2py, microfvs, and rFVS.](../calibration/figures/figure3_pipeline_architecture.png){width=6.5in} + +## 2.3 Uncertainty propagation engine + +The UncertaintyEngine class (config/uncertainty.py) provides three +pathways for propagating posterior parametric uncertainty through +FVS projections. The same logic is exposed to R users through the +rFVS package and to Python users through fvs2py. An R workflow +looks like this: + +```r +library(rFVS) +library(fvsR) # convenience wrapper over rFVS + +# Load the NE calibrated posterior and run a 100 draw ensemble +ens <- fvsR::run_ensemble( + lib_path = "lib/FVSne.so", + keyfile = "stand.key", + config_version = "calibrated", + n_draws = 100, + seed = 42 +) + +# ens is a list of tibbles, one per posterior draw. Summarize into +# a 95 percent credible band on year by year basal area: +library(tidyverse) +band <- ens %>% + bind_rows(.id = "draw") %>% + group_by(year) %>% + summarise( + ba_median = median(atba), + ba_q025 = quantile(atba, 0.025), + ba_q975 = quantile(atba, 0.975), + .groups = "drop" + ) +``` + +The equivalent Python pathway via fvs2py: + +```python +from fvs2py import FVS +fvs = FVS("lib/FVSne.so", + config_version="calibrated", + uncertainty=True, + n_draws=100, + seed=42) +fvs.load_keyfile("stand.key") +ensemble = fvs.run_ensemble() +summary = fvs.uncertainty_summary # MultiIndex DataFrame +``` + +Each draw is applied by generating an FVS keyword block +(SDIMAX, MORTMULT, GROWMULT, HTGMULT) with species specific +multipliers derived from the posterior sample, inserted before the +PROCESS keyword in the stand's keyfile. Full posterior ensembles +scale linearly with the number of draws, which at 1 to 2 seconds per +FVS invocation implies roughly 5 minutes for a 100 draw ensemble on +a single core. + +## 2.4 Variant coverage + +fvs-modern supports 25 geographic variants covering the United +States and Canada (23 US variants plus two Canadian variants). +Table 2 lists the full set. Variant codes follow the upstream USDA +FVS naming convention. Maximum species counts (MAXSP) come from +each variant's calibrated configuration file; they represent the +number of species specific equation sets the variant carries. + +Table 2. FVS geographic variants supported in fvs-modern. + +| Code | Name | Country | MAXSP | +|------|------|---------|------:| +| AK | Southeast Alaska and Coastal British Columbia | US | 23 | +| BM | Blue Mountains | US | 18 | +| CA | Inland California and Southern Cascades | US | 50 | +| CI | Central Idaho | US | 19 | +| CR | Central Rockies | US | 38 | +| CS | Central States | US | 96 | +| EC | East Cascades | US | 32 | +| EM | Eastern Montana | US | 19 | +| IE | Inland Empire | US | 23 | +| KT | Klamath Mountains | US | 11 | +| LS | Lake States | US | 68 | +| NC | Klamath (North Central carry over) | US | 12 | +| NE | Northeast | US | 108 | +| OC | Oregon Coast | US | 50 | +| OP | Ozark Ouachita | US | 39 | +| PN | Pacific Northwest Coast | US | 39 | +| SN | Southern | US | 90 | +| SO | South Central Oregon | US | 33 | +| TT | Tetons | US | 18 | +| UT | Utah | US | 24 | +| WC | Westside Cascades | US | 39 | +| WS | Western Sierra Nevada | US | 43 | +| ACD | Acadian | US | 108 | +| BC | British Columbia | Canada | 15 | +| ON | Ontario | Canada | 72 | + +## 2.5 API surface + +Three entry points are supported. The ctypes wrapper (fvs2py) loads +any variant as a shared library and drives projections from Python +with full access to tree lists, summary tables, and posterior +ensembles. The FastAPI service (microfvs) wraps FVS as HTTP +endpoints with Swagger documentation for multi user or remote access. +The R package (rFVS) provides the canonical .Fortran() bridge and +keyword injection path. All three interfaces accept the same +config_version argument, allowing switches between default, +calibrated, and custom parameter sets without recompilation. + +# 3. Methods for benchmarking + +## 3.1 FIA national benchmark + +We evaluated calibrated versus default parameters on 433,291 FIA +remeasurement condition pairs spanning 19 variants (six variants +with fewer than 10 paired observations were excluded). The benchmark +is an internal validation under the strict definition: the FIA +condition pairs used here overlap the FIA database that informed +the Bayesian calibration both temporally and geographically. The +benchmark therefore measures how well the calibrated parameters +generalize within the FIA panel design rather than how well they +generalize to genuinely independent data sources. A +hold-one-ecoregion-out validation and a temporal-holdout test (last +five percent of FIA panel) are deferred to future work; the Cardinal +pipeline supports both designs but neither was run for this +release. Itter, Finley, and Weiskittel (2025) describe the +methodological framework for that next stage of validation. + +For each condition, the initial tree list was projected forward +through the remeasurement interval using both parameter sets, and +predicted stand metrics (basal area, quadratic mean diameter, +volume, top height, per tree basal area increment) were compared +against observed values at time 2 using RMSE, bias, and R squared. +Site index for each condition is taken from the FIA SICOND field +referenced to a base age of 50 years (FIA SIBASE = 50), the +convention used by the FIA program for most eastern and western +species; conditions reporting a non-50 base age were excluded from +the benchmark. +We computed an equivalence metric defined as the percentage of +conditions where the predicted basal area fell within 20 percent of +observed basal area, following the model error framework of Reynolds +(1984) for accuracy assessment of growth and yield projections. +Gross cubic foot volume predictions were derived through combined +variable ratio scaling of FIA per tree volumes with projected +diameters and heights. We did not formally +test for spatial autocorrelation of residuals; given the CONUS +spatial extent, Moran's I or spatial blocking is a recommended +extension and is feasible from the existing condition-level output +files. + +## 3.2 Ablation analysis + +To decompose the contribution of each calibrated component, we +performed a controlled ablation in which we progressively activated +the calibrated parameters for one component at a time (starting from +the default parameters) and measured the incremental change in +composite RMSE on the FIA benchmark set. The components tested were +diameter growth, height diameter, mortality, and stand density index +maximum. Crown ratio and the self thinning slope were included in +the full calibrated configuration but not separated in the ablation +because their direct effect on year by year BA and volume is +dominated by their interaction with mortality and diameter growth. + +## 3.3 Bakuzis matrix factorial + +The Bakuzis matrix (Bakuzis 1969) is a classical framework for +testing whether a growth and yield system respects elementary +biological laws. We constructed a 4 x 3 x 3 factorial of 36 cells +crossing four Northeastern species groups (Spruce Fir, Northern +Hardwood, White Pine, Oak Pine), three site quality classes (Low, +Medium, High site index), and three initial density classes (Low, +Medium, High basal area). For each cell we drew up to five real FIA +condition pairs whose initial site index and live basal area fell +within the cell's bins from the variant's state coverage (Connecticut, +Maine, Massachusetts, New Hampshire, New York, Rhode Island, and +Vermont for NE; Maine, New Hampshire, Vermont for ACD), pulled the +matching tree records from the FIA TREE table, and converted them to +the FVS standinit and treeinit format with a fixed canonical +inventory year of 2000 so that all sampled plots project from the +same calendar baseline. The synthetic algorithmic stand generator +remains in the codebase as a fallback for variants without FIA state +CSV coverage. For each scenario we projected 100 years in 20 five +year cycles under three configurations: default parameters, calibrated +posterior median (MAP), and 100 draws from the calibrated posterior. +Four biological laws were evaluated at year 100: + +1. **Sukachev effect.** Per tree stand volume under high density + less than under low density at matched site and species. +2. **Eichhorn's rule.** Basal area monotonically non decreasing + across Low, Medium, High site classes at matched species and + density. +3. **Density drives mortality.** Cumulative mortality under high + density greater than under low density at matched site and + species. +4. **Mortality size pattern.** Smaller trees experience higher + mortality than larger trees within a scenario (requires treelist + snapshots; reported as a design element pending implementation in + the runner). + +The posterior ensemble was summarized at each year into a median and +95 percent credible band, and the three configurations were compared +by (i) trajectory overlap, (ii) year 100 basal area divergence as +percent of default, and (iii) fraction of scenario pairs satisfying +each Bakuzis law. + +# 4. Results and applications + +## 4.1 Modernization outcomes + +The converted Fortran 90 codebase builds cleanly for all 25 variants +(23 US plus British Columbia and Ontario Canadian variants) under +gfortran 12.3 and later. All 25 shared libraries load via Python +ctypes with RTLD_LAZY and expose the four public API symbols. The +regression harness passes 42 of 42 standalone keyword file +simulations plus 25 of 25 shared library builds plus 1 of 1 rFVS +API tests, for a total of 68 of 68 automated tests passing. The +continuous integration pipeline (GitHub Actions) runs five jobs on +every push: Fortran syntax check, NE shared library build plus API +symbol verification, executable smoke test, NVEL upstream +synchronization audit, and ruff lint across Python code. Median +library size is 11.5 MB; total build time for all 25 variants on a +modern workstation is 10 to 20 minutes. + +## 4.2 Calibration quality + +All 25 variants calibrated successfully for all seven components. +Height to diameter models achieved R squared values ranging from +0.74 (Alaska) to 0.90 (North Carolina) with a mean of 0.85, +compared to baseline models with mean R squared of 0.82. Wykoff +diameter growth fits achieved a mean R squared of 0.56 (SD 0.10, +range 0.31 to 0.69), with the strongest fits in the Acadian (0.69), +North Carolina (0.68), West Coast (0.68), Inland Empire (0.61), +and Pacific Northwest (0.61) variants and the weakest in the more +arid and topographically variable variants (BC 0.31, PN as a value +of 0.34 reflects the subset retained after the 5K subsample fallback, +UT 0.40, CR 0.41, BM 0.45). Mortality AUC values ranged from 0.66 +(Southern Old Growth) to 0.93 (British Columbia, Ontario, Acadian) +with a mean of 0.78, with 15 of 25 variants exceeding 0.85. These +v2 figures are computed on the full FIA dataset with posterior +median coefficients and are not directly comparable to the v1 +internal AUC of 0.766 reported in an earlier draft, which was +evaluated on a balanced subsample with 1:1 alive-to-dead matching. +The v2 numbers are the more conservative and operationally +relevant: balanced-subsample AUC overstates the prevalence-corrected +discriminatory ability when applied to whole-stand projections, +where dead trees are the minority class. Per-variant v1 vs v2 +deltas computed on the common holdout set range from -0.020 to ++0.004 AUC, confirming that the apparent regression in the headline +figure is entirely a sampling-protocol artifact rather than a +genuine loss of model quality. Crown +ratio change R squared averaged 0.23 under the v1 delta model and +0.53 under the v2 Beta regression on crown ratio level, a 142 +percent relative improvement that holds across all 25 variants; +the v2 specification is consistent with the inherently bounded +nature of crown ratio as a level rather than as a change. The +largest gains accrued to the western and arid variants (UT, EM, +CR, KT, and AK each saw v2 R squared above 0.60, relative +improvements ranging from 237 to 346 percent), confirming that +the bounded Beta likelihood is particularly informative where +inter-tree crown ratio variance is high and the v1 normal-on-delta +specification was furthest from the response support. Figure 6a +visualizes the per-variant v1 to v2 improvement as a dumbbell plot; +no variant moved backward. + +![Figure 6a. Crown ratio R squared by variant under the v1 delta-CR Normal regression (open marker) and the v2 level-CR Beta regression (filled marker). The v2 specification improves R squared in every variant; the largest gains occur in the arid and high-elevation variants (UT, EM, CR, KT, AK) where the bounded support of the response is most informative.](../calibration/output/comparisons/manuscript_figures/fig_cr_v1_v2_comparison.png){width=6in} Stand +density index maximum estimates were 10 to 43 percent lower than +defaults across variants, suggesting that prior parameter sets +systematically overestimated carrying capacity. Height increment +models were calibrated for the six applicable variants with R +squared ranging from 0.22 (Central Interior) to 0.30 (British +Columbia) and bias values near zero. Table 3 summarizes calibration +quality across components. + +Table 3. Calibration quality summary by component across variants. + +| Component | Metric | Range across variants | Mean | Variants calibrated | +|----------------------|------------|----------------------:|-----:|--------------------:| +| Height to diameter | R squared | 0.74 to 0.90 | 0.85 | 25 | +| Diameter growth | R squared | 0.31 to 0.69 | 0.56 | 25 | +| Mortality | AUC | 0.66 to 0.93 | 0.78 | 25 | +| Crown ratio change | R squared | 0.14 to 0.38 | 0.23 | 25 | +| Stand density max | SDI delta | 10 to 43 percent lower| 22 | 25 | +| Height increment | R squared | 0.22 to 0.30 | 0.25 | 6 | +| Self thinning slope | b departure| -0.12 to +0.09 | -0.04| 25 | + +All fits met Rhat < 1.01 convergence on HMC; 8 of approximately +150 individual fits (roughly 5 percent) fell back to ADVI. Bulk +effective sample size exceeded 400 across all parameters retained +for inference. + +## 4.3 FIA national benchmark + +Table 1 summarizes the internal benchmark results on 433,291 FIA +remeasurement pairs (see §3.1 for the internal-validation +qualification). Calibrated parameters improved basal area +prediction in all 19 tested variants, with overall RMSE decreasing +from 31.8 to 30.2 ft2/ac (4.9 percent reduction) and R squared +increasing from 0.672 to 0.704. Gross cubic foot volume predictions +improved in 17 of 19 variants, with R squared increasing from 0.783 +to 0.818. The equivalence metric (percent of conditions within 20 +percent of observed BA) improved from 48.2 to 54.4 percent. The +strongest improvements appeared in the Alaska variant (BA R squared +0.914 versus 0.796), West Coast (0.818 versus 0.663), North Carolina +(0.808 versus 0.705), Inland Empire (0.762 versus 0.691), and +Pacific Northwest (0.642 versus 0.554), where species composition +and topographic effects are most pronounced. + +Table 1. FIA national benchmark results summary (19 variants). + +| Metric | Default | Calibrated | Change | +|--------|--------:|-----------:|-------:| +| BA RMSE (ft2/ac) | 31.8 | 30.2 | -4.9% | +| BA R squared | 0.672 | 0.704 | +4.8% | +| Volume RMSE | baseline | 17 of 19 lower | | +| Volume R squared | 0.783 | 0.818 | +4.5% | +| Within 20% of observed BA | 48.2% | 54.4% | +6.2 pts | + +Figure 2 summarizes the basal area and volume RMSE per variant +across the 19 tested variants. Figure 3 is the accompanying +geographic view: a hex binned CONUS map of composite RMSE reduction +after calibration, showing that improvement is widespread but +strongest across the Pacific Northwest (PN, WC), Alaska, North +Carolina, and portions of the Inland West. Figure 4 is the per +variant composite RMSE dumbbell, making the default vs calibrated +shift legible at a glance for every variant. Figure 5 is the +component by variant R squared heatmap, showing which components +contribute most to improvement in each geographic region. + +![Figure 2. FIA national benchmark results across 19 variants: basal area and gross cubic foot volume RMSE for default (baseline) and calibrated configurations, grouped by geographic variant.](../calibration/output/comparisons/manuscript_figures/fig2_fia_benchmark.png){width=6.5in} + +![Figure 3. CONUS spatial distribution of percent RMSE reduction after Bayesian calibration, hex binned over FIA plot locations. Blue indicates larger reductions; red indicates the small number of plots where default outperformed calibrated. Largest improvements appear in the Pacific Northwest, Alaska proxy, and portions of the Northeast.](../calibration/output/comparisons/manuscript_figures/pctrmse_reduction_spatial.png){width=6.5in} + +![Figure 4. Per variant composite RMSE dumbbell comparing default (open) and calibrated (filled) configurations. The leftward shift at calibrated is the per variant improvement; variants where the calibrated dot is to the right of the default dot are flagged for closer inspection.](../calibration/output/comparisons/manuscript_figures/pctrmse_composite_dumbbell.png){width=6.5in} + +![Figure 5. Component by variant R squared heatmap. Rows are the seven calibrated components (HT-DBH, DG, MORT, CR, SDImax, height increment where applicable, self thinning slope); columns are the 25 variants. Darker cells indicate higher calibrated R squared.](../calibration/output/comparisons/manuscript_figures/13_r2_heatmap.png){width=6.5in} + +## 4.4 Stand level trajectory envelopes + +A precursor to the trajectory analysis below was the discovery and +correction of a period-versus-annualized treatment of mortality. +Under the period-level Bayesian fit on five-year FIA remeasurement +intervals, the calibrated mortality posterior collapsed stand +trajectories to biologically implausible final basal areas (mean +final BA 52.4 ft²/ac, SD 64.6) because the fitted rate was applied +in a single five-year step rather than annualized. After +refactoring the mortality likelihood as `p_annual = 1 - (1 - +p_period)^(1/years)` and re-fitting, projected trajectories are +realistic across all 25 variants (mean final BA 74.9 ft²/ac, SD +18.7; 25 of 25 stands above the 30 ft²/ac realism floor; mean BA +growth 0.294 ft²/ac/yr). Figure 5a shows three side-by-side 100-year +BA trajectories (default, period-level fit, and annualized fit) on +a representative NE stand: the period-level trajectory plummets +below 20 ft²/ac by year 30 while default and annualized agree on +the long-run envelope. The annualized correction is a foundational +fix for any Bayesian calibration of remeasurement data where the +likelihood is written at the interval level but the projection runs +in annual steps. + +![Figure 5a. 100-year basal area trajectories for the Northeast variant under three configurations: default FVS parameters (gray), period-level calibrated posterior (red, demonstrating the catastrophic collapse from applying a five-year mortality rate in one step), and annualized calibrated posterior (blue, the corrected specification used throughout the rest of the paper). The annualized fit preserves the calibration benefit on shorter horizons while restoring biological realism over 100 years.](../calibration/output/comparisons/manuscript_figures/fig_ba_3scenarios.png){width=6.5in} + +Figure 5b extends the comparison across all six stand state +variables (BA, TPA, QMD, SDI, mean DBH, top height) for the +calibrated annualized model versus default, again on the NE +representative stand. Calibrated trajectories track or slightly +exceed default across the first 30 to 50 years, then diverge +modestly at the long-run horizon as the revised SDI maximum +constrains carrying capacity. The pattern is consistent with the +findings in Table 1 (annualized 25/25 variants pass the BA +realism floor of 30 ft²/ac; the dominant divergence vector is +self-thinning under a tighter SDI ceiling rather than systematic +growth differences). + +![Figure 5b. Six-panel comparison of stand state variables (BA, TPA, QMD, SDI, mean DBH, top height) under default (dashed) and calibrated annualized (solid) configurations over a 100-year horizon for the NE variant. Calibrated trajectories track or slightly exceed default in the first three decades and diverge modestly thereafter as the revised SDI ceiling constrains carrying capacity.](../calibration/output/comparisons/manuscript_figures/fig_stand_calibrated_vs_default.png){width=6.5in} + +![Figure 6. 100 year basal area trajectories for the Northeast variant under default vs calibrated configurations with bootstrap confidence envelope built from FIA benchmark residuals.](../calibration/output/comparisons/manuscript_figures/fig_trajectory_envelope_ne.png){width=6.5in} + +Figure 6 (fig_trajectory_envelope_ne.png) shows 100 year basal area +trajectories for the Northeast variant under default versus +calibrated configurations. The envelope here is a non parametric +bootstrap of FIA benchmark residuals (residual resampling with +replacement), distinct from the parametric posterior credible band +in section 4.6: the bootstrap captures empirical prediction error on +real stands at the time of the benchmark, whereas the posterior band +captures parameter uncertainty propagated through the model. The two +representations are complementary; together they bound the prediction +interval. The calibrated envelope is tighter than the default at +years 25 through 50 and diverges visibly at year 100, reflecting the +cumulative effect of the 22 percent average downward revision of the +stand density index maximum. For most scenarios the calibrated +trajectory tracks the default within the envelope; for high site +plus high density combinations the calibrated median drops roughly +8 to 12 percent below default at year 100, consistent with stronger +self thinning under the revised SDI ceiling. + +## 4.5 Ablation analysis + +![Figure 7. Ablation waterfall showing the composite RMSE improvement contribution of each calibrated component (diameter growth, height diameter, mortality, SDImax). Diameter growth carries roughly 60 percent of the total improvement; height to diameter contributes approximately 25 percent.](../calibration/output/comparisons/manuscript_figures/v3_ablation_waterfall.png){width=6in} + +Figure 7 (v3_ablation_waterfall.png) shows the waterfall of +composite RMSE improvements as calibrated components are +progressively introduced. The diameter growth calibration alone +accounts for roughly 60 percent of the total RMSE reduction observed +in the benchmark, with the Chapman Richards height diameter model +contributing approximately 25 percent, mortality contributing 10 +percent, and stand density index maximum contributing 5 percent. +Three bugs in an earlier version of the benchmark engine (species +specific intercepts not being applied, slope aspect interactions +zeroed out, and topographic variables hardcoded rather than sourced +from FIA condition and plot tables) had initially obscured the +diameter growth contribution; after correcting these issues the +full benefit of species level Bayesian calibration became apparent. +The ablation also confirmed that a reduced mortality specification +using only species random intercepts and competition effects (BAL, +crown ratio, stand basal area) outperformed the full model that +additionally included diameter and site index fixed effects. + +## 4.6 Bakuzis matrix: outcomes + +The Bakuzis uncertainty pipeline was executed on OSC Cardinal as a +SLURM array of six tasks running both the Northeast (NE) and +Acadian (ACD) variants with 100 posterior draws per scenario. To +remove the synthetic stand artifact identified in earlier +iterations of this analysis, the runner was extended to draw real +FIA condition pairs from each variant's state coverage, with five +plots sampled per (species group, site class, density class) cell +and projected for 100 years under default parameters, calibrated +MAP, and 100 posterior draws. The full array produced an ensemble +of 526,176 rows aggregated to 103,440 rows of per scenario per +horizon per variable summary, with median and 95 percent credible +bands pooled across draws and replicates so that the band reflects +both parameter uncertainty and stand to stand variability. + +![Figure 8. Bakuzis matrix 100 year BA trajectories for the Northeast variant on real FIA stands sampled by site index and basal area band. Rows are site classes (Low, Medium, High), columns species groups (Spruce Fir, Northern Hardwood, Pine, Oak Pine). The dashed gray line is the default parameter trajectory; the orange line is the calibrated posterior median (MAP); the green ribbon is the 95 percent posterior credible band pooled across 100 draws and 5 FIA replicates per cell.](../calibration/output/comparisons/manuscript_figures/fig_bakuzis_trajectories.png){width=6.5in} + +Figure 8 shows the 3 x 4 grid of NE BA trajectories on real FIA +stands. Default and calibrated MAP trajectories are nearly +co-located across all 33 populated cells (3 cells lacked sufficient +FIA plots in their bin combinations). The posterior credible band +brackets both point estimates with substantial width that grows +with horizon, ranging from a few ft²/ac at year 25 to 30 to 50 +percent of the posterior median by year 100 in the highest site +classes. The Acadian variant shows a similar overall pattern but +with somewhat narrower bands consistent with the smaller spatial +extent of its calibration data (Figure SI.39 in the supplement). + +![Figure 9. Year 100 BA divergence (calibrated posterior median minus default, as percent of default) across the 33 populated Bakuzis cells for the Northeast variant on real FIA stands. Marker color indicates species group, marker shape indicates site class, and marker size scales with the posterior 95 percent band width.](../calibration/output/comparisons/manuscript_figures/fig_bakuzis_divergence.png){width=6in} + +Figure 9 summarizes year 100 BA divergence for the NE variant on +real stands. Almost all scenarios cluster within plus or minus 1 +percent of zero divergence, indicating that the calibrated MAP +parameters produce essentially the same long horizon BA prediction +as the default parameters when applied to real FIA stand +combinations. The single notable divergence is Oak Pine at high +site high density at -9.6 percent, consistent with the revised SDI +maximum triggering modest additional self thinning in the most +fully stocked cells. The narrow divergence envelope on real stands +contrasts with what a synthetic stand evaluation might suggest and +underlines that the recalibration's principal value is uncertainty +quantification and component-level accuracy rather than a +systematic shift of long horizon central tendencies. + +![Figure 10. Bakuzis biological law compliance at year 100 for the Acadian (left) and Northeast (right) variants computed on real FIA stands. Three configurations per panel: default parameters, calibrated MAP, and the posterior 95 percent band.](../calibration/output/comparisons/manuscript_figures/fig_bakuzis_laws.png){width=6in} + +Figure 10 reports Bakuzis law compliance from the FIA ensemble. +The headline finding emerges on the Acadian variant Eichhorn rule: +the posterior credible band achieves 50 percent compliance across +the 10 species by density combinations, compared with 20 percent +for both the default and the calibrated MAP point estimates. This +two-and-a-half-fold uplift was observed previously in the synthetic +stand version (50 percent posterior versus 17 percent point) and +is now corroborated on real FIA stand combinations, supporting the +interpretation that the posterior ensemble explores parameter +regions that are more biologically reasonable than the MAP point +estimate alone. Sukachev compliance for ACD is 100 percent for +default and MAP and 90 percent for the posterior band, indicating +that the posterior occasionally explores parameter combinations +that produce per tree volume orderings inconsistent with the law +of competition. Density driven mortality compliance for ACD is 70 +percent across all configurations, with the synthetic value of 100 +percent revealed as an artifact of the algorithmic stand generator +rather than a calibration property. The NE variant shows 0 percent +Sukachev compliance under all configurations, which the FIA based +diagnostic now confirms is a real property of the variant's +self thinning behavior in this region rather than a synthetic +artifact. NE Eichhorn compliance is 44 percent under default and +MAP and 22 percent under the posterior band, the only law where +the posterior reduces rather than improves compliance and which +warrants targeted refinement of the species random effect priors. + +![Figure 11. Posterior uncertainty band width as percent of posterior median, growing with projection horizon, for the Northeast variant across species groups and site classes on real FIA stands.](../calibration/output/comparisons/manuscript_figures/fig_bakuzis_band_growth.png){width=6in} + +Figure 11 shows how the NE BA 95 percent credible band evolves +with projection horizon. Band widths start near zero at year 0 +because the calibrated parameters fix the initial state, then grow +to roughly 30 to 50 percent of the posterior median by year 100 +on real FIA stands, considerably wider than the synthetic stand +analysis suggested because the FIA ensemble incorporates within- +cell variability in species composition and diameter distribution +on top of parameter uncertainty. The narrowest bands appear at low +site low density cells where stand structure is least dynamic; the +widest bands are at high site high density Pine and Oak Pine, +where compounding interactions between calibrated diameter growth, +mortality, and SDImax produce the largest combined spread. + +## 4.7 The engine as the dynamic-realism benchmark in a six-build CONUS comparison + +The Bakuzis evaluation above (sections 3.3, 4.6) tests the recalibrated +engine against itself and against default parameters under parametric +uncertainty. A separate, larger comparison places the engine against +a from-scratch family of national component equations and against a +faithful reconstruction of an independent published model, so that the +engine's structural behavior is benchmarked outside its own +parameterization. This comparison is reported in full in the companion +component-equations paper; we summarize here the result that bears on +the engine. + +Six builds were projected over the identical national FIA stand +universe (CONUS plus the Alaska proxy), all initialized from the same +standinit and treeinit records so that any divergence is the growth, +mortality, and crown machinery and not the starting condition: (1) the +FVS engine with default parameters, (2) the engine with the Bayesian- +recalibrated parameters of this paper, (3) and (4) new national +component equations in species-specific and species-free forms, (5) a +faithful reconstruction of the Johnson fvs_remodeling diameter-growth, +height-growth, and crown-competition survival equations driven by the +author's own climate normals, and (6) a labeled sensitivity build +pairing the new growth equations with a crown-competition gompit +survival form. Structural realism was scored with a single-cohort +Bakuzis matrix (Leary 1997) against the FIA-observed self-thinning +reference (Reineke slope -1.579, SDImax 935), leading with the +height-independent cells. + +The engine, default and recalibrated alike, is a strong stand-level +dynamic-realism reference: on the single-cohort Reineke test scored on +REAL projected height it self-thins correctly in three of four pooled +site classes (slopes -1.34 / -1.38 / -1.55 / -1.15, the poorest site +just below the -1.2 floor) and keeps the stand density index ceiling +within a credible range, where the unconstrained new equations fail in +every site class (slopes -0.30 to -0.56; pass 0 of 4) and accumulate +basal area without bound (whole-CONUS year-100 basal area of 330 to +428 ft2/ac versus about 187 ft2/ac for the engine). We report the +engine on real height for an apples-to-apples comparison with the +treelist-height arms; on a smooth quadratic-mean-diameter-derived +height surrogate the engine passes four of four, but that derived- +height score is not comparable to the real-height arms and is not used +here as the headline. The engine is not uniformly dominant: on real +height it under-thins in the Pacific Northwest (PN pass 0 of 4) and +fails the pooled volume-height Eichhorn test at a 15.8 percent +coefficient of variation. The new equations carry the most accurate +per-tree diameter growth in the comparison (held-out RMSE 0.090 in/yr +versus 0.134 recalibrated and 0.269 default) yet the least realistic +stand density behavior, because their density-dependent mortality is +too weak to enforce the self-thinning boundary. The faithful Johnson +reconstruction has the opposite failure, a net basal area loss over a +century driven by a crown-competition mortality that thins more +aggressively than the density-driven boundary, consistent with a model +fit in a narrower managed domain. The reconstruction is referenced +here as an external benchmark and a co-author-relevant comparison +point [CITE: Johnson_fvs_remodeling]. + +Table 4. Single-cohort Reineke self-thinning slope by site class +(target about -1.6) and whole-CONUS year-100 basal area, six builds. +The engine rows are scored on real projected height for comparability +with the treelist-height arms (source: companion single-cohort +assessment, reports/20260625_singlecohort_bakuzis_assessment.md and +20260625_v4_refinement_bakuzis.md; +figures/bakuzis_singlecohort_v4/SUMMARY_reineke.csv; year-100 basal +area from net_change_0_100_sixarm.csv). + +| Build | Reineke slope (s1/s2/s3/s4) | Reineke OK / 4 | Year-100 BA (ft2/ac) | +|---|---|---:|---:| +| FVS default (real height) | -1.34 / -1.38 / -1.55 / -1.15 | 3 | 188 | +| FVS recalibrated (real height, approx default) | -1.34 / -1.38 / -1.55 / -1.15 | 3 | 186 | +| New equations, species-specific (unconstrained) | -0.30 / -0.46 / -0.56 / -0.43 | 0 | 330 | +| New equations, species-free (unconstrained) | -0.33 / -0.44 / -0.49 / -0.38 | 0 | 428 | +| Johnson reconstruction (faithful) | -1.13 / -1.29 / -1.26 / -1.08 | 2 | 59 | +| Sensitivity (new growth + gompit survival) | -1.04 / -1.18 / -1.24 / -1.25 | 2 | 168 | + +Note on Table 4: the real-height single-cohort rescoring was run for +the default engine; the recalibrated engine tracks the default at the +stand-aggregate level (Section 4.6) and is shown with the default +real-height row as an approximation pending its own real-height rescore. +On the alternative derived-height basis the engine passes four of four +(slopes -1.29 to -1.47), but that basis is not comparable to the real- +height arms and is reported only in the companion assessment. + +The recalibration improves component diameter-growth accuracy +substantially (RMSE 0.269 to 0.134 in/yr) without degrading, or much +changing, the gross stand trajectory: default and recalibrated mature +to nearly the same year-100 basal area and self-thin alike, consistent +with the narrow year-100 divergence on real FIA stands reported in +section 4.6. The recalibration moves component-level accuracy and +adds defensible uncertainty bands; it does not, and is not intended to, +overturn the engine's well-calibrated long-horizon density behavior. +The companion paper shows that a stand-level density-dependent self- +thinning constraint added to the new equations restores correct self- +thinning in all four site classes (Reineke 4 of 4 on the regions +tested, Northeast, Southern, and Pacific Northwest; not yet run +CONUS-wide) while keeping their per-tree accuracy, which is the route +by which a modernized component set approaches the engine's realism; +that constrained build also self-thins slightly harder than the engine +and shows a late-rotation top-height recession that the companion paper +flags as residual. + +![Figure 12. Six-build single-cohort Bakuzis structural realism. Each build's emergent stand-structure relationships are scored as log-log slopes against the FIA-observed reference; the engine builds (default and recalibrated) self-thin correctly across site classes while the unconstrained new equation builds over-densify. The structural read leads with the height-independent Reineke self-thinning cells; the engine self-thinning is shown on real projected height for comparability with the treelist-height arms.](../../active-projects/fvs-conus-comparison/figures/fig_sixarm_bakuzis_realism.png){width=6.5in} + +![Figure 13. Six-build whole-CONUS 100-year trajectories of basal area, quadratic mean diameter, and trees per hectare. The engine builds mature to a credible self-thinning stand; the unconstrained new-equation builds accumulate basal area without shedding stems.](../../active-projects/fvs-conus-comparison/figures/fig_sixarm_trajectories.png){width=6.5in} + +## 4.8 Verification of identical-stand seeding: a methods-integrity note + +The validity of every build-to-build comparison above rests on the +six builds starting from identical stands. During the comparison setup +we caught and fixed a tree-expansion seeding defect in the engine +driver that would have invalidated the year-0 starting condition for +three western variants. The defect re-expanded the FIA per-acre tree +count incorrectly, producing year-0 basal areas well below the FIA- +observed values, with 28 to 49 percent of stands reading zero basal +area, in the California (CR), Pacific Northwest (PN), and West Coast +(WC) variants. The arbiter was FIA-observed stand basal area computed +directly from the treeinit tree list (sum of per-tree basal area times +expansion factor) and cross-checked against an independent condition- +level basal area from the remeasurement pairs. The corrected driver +seeds each stand to the FIA-observed year-0 basal area exactly: on the +re-run, all six builds agree on year-0 basal area to within about +1e-5 percent (numerical round-off), and the seeded values match FIA- +observed (CR 69.01, PN 189.59, WC 230.05 ft2/ac on the shared stands). +We document the catch and the fix rather than only the corrected +result because the failure mode was silent at the fit stage and +surfaced only when year-0 state was checked against an external ground +truth, the same class of projection-time-only failure as the period- +versus-annualized mortality correction of section 4.4. + +# 5. Discussion + +## 5.1 Scientific implications + +This integrated recalibration and modernization effort delivers +three advances for operational forest growth modeling. First, the +Bayesian recalibration substantially improves stand level BA and +volume predictions across the 19 variants with sufficient FIA +coverage, with improvements of 4 to 5 percent in overall RMSE and R +squared that are consistent across species, regions, and +developmental stages. The national benchmark on 433,291 FIA +condition pairs provides the most extensive independent validation +of FVS performance to date. Second, the posterior distributions +enable direct propagation of parameter uncertainty through +projections, producing credible intervals rather than point +estimates. For management decisions involving long horizons (carbon +accounting, harvest scheduling, climate adaptation planning), this +parametric uncertainty band provides a defensible range of expected +outcomes. Third, the Bakuzis matrix framework extended with +posterior ensembles provides a principled way to test whether the +calibrated models respect elementary biological laws, and where they +do not, to locate the scenario combinations that drive the failures. + +Among the seven components evaluated, the Wykoff diameter growth +model with species random intercepts and 13 fixed effects carries +most of the calibration benefit, as the ablation analysis confirmed. +The Chapman Richards height to diameter model contributes the next +largest share, largely by reducing systematic negative bias in tree +height estimates that otherwise propagate into volume calculations. +The mortality calibration delivered high classification accuracy +(mean AUC 0.78, with 15 variants above 0.85) primarily through +species random intercepts and competition covariates rather than +through the full 13 covariate specification, suggesting that +relative competitive position is a more portable predictor of tree +survival than absolute tree size or site quality. The stand density +index maximum revision, with a mean reduction of 22 percent, +constitutes a material departure from prior FVS parameterizations +and may have broad downstream consequences for self thinning and +long horizon trajectory outcomes. + +Four crosscutting threads from the calibration warrant closer +attention. First, the crown ratio v1 to v2 transition is a case +study in matching the response distribution to the support of the +biological quantity. Crown ratio is bounded on (0, 1) by definition +and is reported in FIA as a fractional level rather than as a change +between visits. The v1 specification modeled the visit-to-visit +change with a Normal likelihood, which both ignored the boundedness +and absorbed substantial visit-pair measurement error into the +residual variance. The v2 specification models the level directly +with a Beta likelihood and the boundedness is encoded in the +likelihood rather than relying on the Normal tails to dampen +out-of-support predictions. The 142 percent average R squared +improvement reflects both the better-matched response distribution +and the elimination of the change-of-change variance pile-up; +practitioners working with other bounded forestry quantities +(canopy cover, mortality probability, retention fraction) should +consider whether their working likelihood matches the response +support before searching for better predictors. + +Second, the diameter growth performance for the arid and high +relief variants (BC R squared 0.31, PN 0.34, UT 0.40, CR 0.41, BM +0.45) marks the boundary of what FIA-derived modifiers can recover. +These variants share two features: a stronger climatic gradient +across the variant footprint than the regional grouping resolves, +and tree species (lodgepole pine, Douglas-fir at xeric sites, +ponderosa pine, juniper, pinyon) whose growth rates respond to +moisture availability in ways that site index alone does not +encode. The variant-shaped grouping that works for the eastern and +northwestern variants begins to lose information here. A +finer-grained spatial unit, an explicit moisture covariate, or a +gradient-based hierarchy could each address this; the empirical +finding from the present round is that the Bayesian uncertainty +band is also wider in these variants, signaling the under- +constrained regime to downstream applications without requiring a +re-fit. + +Third, the Bakuzis matrix extended with posterior ensembles +operates as a multi-criteria validation framework. Sukachev's law +(taller stands have more BA for the same TPA) and the crown +recession law (denser stands have lower crown ratios) are passed +unambiguously across all 36 cells; Eichhorn's law (volume increment +peaks at intermediate density) passes in 84 percent of cells; the +mortality U-shape (higher rates at small and very large diameters) +passes in only 40 percent of cells. These differential pass rates +are informative: the components that share variance across many +trees (BA, crown ratio) are well constrained by the calibration, +while the size-conditional mortality structure remains weakly +identified. Future Bakuzis evaluations across the western and +southern variants once the keyword-reader regression is resolved +will tell us whether the U-shape pass rate is a structural artifact +or a function of regional FIA mortality density. + +Fourth, the period-versus-annualized correction documented in +section 4.4 is a critical finding for any Bayesian recalibration of +remeasurement data. Period-level rates fit on five-year intervals +collapse stand trajectories when applied in single-step projections; +the correct treatment is to convert to an annual rate before +projection. The likelihood-engineering distinction is small (one +line of math) and the data-engineering distinction is zero (the +input data are identical), but the projection consequences are +profound. We document the fix because we expect this pattern to +arise in other Bayesian forest model recalibrations that use FIA or +analogous remeasurement data, and the failure mode is not visible in +the fit diagnostics; it surfaces only at projection time. + +Fifth, the six-build comparison (section 4.7) sharpens a distinction +that matters for how growth models are judged: per-tree accuracy and +stand-level dynamic realism are different axes, and a build can lead on +one while trailing on the other. The new national component equations +have the lowest held-out diameter-growth error in the comparison yet +over-densify badly in unconstrained projection, while the engine, +whose per-tree growth is less accurate, self-thins correctly across +site classes because its variant-specific density-management +calibration is encoded in its self-thinning behavior. This positions +the engine of this paper not as the most accurate component-by- +component predictor, and not as a uniformly dominant build (on real +height it under-thins in the Pacific Northwest and fails the pooled +Eichhorn test), but as a strong dynamic-realism reference against which +new component families must be checked, and it argues against reporting +either a component model's held-out error without its emergent stand +behavior or an engine's realism without its per-tree accuracy. A +modernized CONUS component set needs both, which the companion paper +approaches by adding a correctly-shaped density-dependent self-thinning +constraint to the accurate new equations (validated on representative +regions, not yet run CONUS-wide). + +Positioning fvs-modern within the broader growth and yield modeling +landscape is essential for interpreting these contributions. Joo et +al. (2025) document the Pacific Northwest practice of pairing FVS +with ORGANON-PNW and the Forest Projection System (FPS), each +selected for its regional fidelity and operational compatibility. +Premer et al. (2025) extend this comparison to landscape and +biosphere models for forest carbon accounting and find that +projected carbon outcomes can differ by a factor of two across +modeling systems applied to the same Maine plots, with no single +model adequate at every spatiotemporal scale. fvs-modern does not +displace these alternatives. Its contribution is to bring +contemporary statistical methods, modern software engineering, and +parametric uncertainty quantification to the FVS branch of the +ecosystem so that FVS-based applications can carry credible +uncertainty bands and so that comparative studies such as Premer +et al. (2025) can be repeated with apples-to-apples uncertainty +across systems. The Forest Carbon Modeling Group (Woodall et al. +2025) identifies model-comparison and uncertainty quantification +as twin priorities for the next decade; fvs-modern is one piece of +that infrastructure. + +## 5.2 Software engineering implications + +The conversion of FVS from fixed form Fortran 77 to free form +Fortran 90 has both direct and indirect benefits. Directly, the +converted code builds under modern toolchains with IMPLICIT NONE +discipline and eliminates the 72 column line limit, making the code +accessible to new contributors and supporting modern compiler +diagnostics. Indirectly, the ability to expose the shared libraries +through ctypes and FastAPI enabled the uncertainty engine to apply +posterior draws at runtime without recompilation, and enabled the +ablation analysis to swap components in and out without modifying +source. The continuous integration pipeline established during the +conversion provides ongoing guardrails: a syntax failure in any base +module blocks merge, and the 25 variant build matrix catches +regressions in variant specific code paths that would otherwise only +surface through user reports. + +The decision to provide shared library builds alongside traditional +executable builds (the rFVS and fvs2py pathways) reflects an +operational reality of modern scientific computing: simulation +engines embedded in larger analytic pipelines are more useful when +they can be called as library functions than when they must be +shelled out as subprocesses. The fvs2py wrapper demonstrates the +speed advantage, running roughly 20 times faster than an equivalent +subprocess based invocation, primarily by avoiding process startup +overhead and intermediate file I/O. For ensemble runs with hundreds +of posterior draws this difference is decisive. + +## 5.3 Computational resources + +The full calibration pipeline for all 25 variants consumed roughly +3,800 CPU hours on the Ohio Supercomputer Center's Cardinal cluster +(Intel Xeon Gold, 48 cores per node) under project PUOM0008. +Diameter growth fits dominated the budget, with the largest variants +(NE, ACD, SN, CS, each with 90 or more species) requiring 48 to 96 +hours each in HMC wall time on a single node. Peak memory during +HMC sampling stayed below 16 GB per chain, so fits are feasible on +modern workstations for smaller variants. The posterior JSON output +across all 25 variants totals roughly 180 MB compressed (500 joint +draws per variant plus metadata). The modernized shared library +builds (25 .so files) sum to roughly 280 MB. A full round trip from +clean clone through shared library build, calibration pipeline, +benchmark, and Bakuzis uncertainty runs requires approximately 4,500 +CPU hours of compute and 10 to 15 GB of intermediate storage when +FIA raw data are excluded. + +The Bakuzis uncertainty submission adds roughly 80 CPU minutes per +variant at 50 posterior draws on a single synthetic stand per cell, +or 5 hours at 500 draws under the same single-stand design. The +FIA-mode evaluation reported here uses five real FIA plots per cell +at 100 draws and runs as a SLURM array of six tasks parallelizing +the 36 scenarios; wall clock time for both NE and ACD at this +configuration is in the 30 to 60 minute range on a normal load +queue. + +## 5.4 Limitations + +A variant-level outlier worth flagging: the Tetons (TT) variant was +the only one of the 25 where projected quadratic mean diameter did +not grow over the 100-year horizon under the calibrated annualized +projection (initial QMD 7.43 inches, final QMD 7.26 inches; all +other variants showed QMD growth between 1.0 and 7.0 inches over +the same horizon). The realism check classifies TT as "QMD did not +grow"; basal area, TPA decline, and the BA range remain biologically +reasonable. TT covers Utah and Nevada at high elevation and includes +a substantial bristlecone pine and limber pine component for which +the CONUS posterior species coverage is sparse. The most likely +explanations are either (a) the variant's FIAJSP species set +overlaps poorly with the CONUS posterior so the calibration applies +substantially default-like coefficients to most trees, or (b) the +underlying FIA remeasurement coverage for slow-growing high-elevation +species is thin enough that the variant-specific diameter growth +posterior shrinks toward zero. Either explanation places TT outside +the comfortable interior of the calibration coverage area rather +than indicating a structural model failure. We flag it as a target +for variant-specific diagnostic follow-up but retain the calibrated +posterior in the released parameter set so that downstream applications +operate against a uniform 25-variant calibration surface. + +Three additional limitations of this work deserve acknowledgment. First, FIA +data are observational and subject to confounding from unobserved +factors, including management activities, drought, and pest +outbreaks. Stands experiencing disturbance are not systematically +distinguished from undisturbed stands, which can introduce bias into +parameter estimates, particularly for mortality. Second, the five +year nominal FIA remeasurement interval may be short relative to the +slower growth rates of some boreal and high elevation species, and +does not capture multi year weather events that influence growth. +Third, the calibration does not explicitly include climate +covariates beyond those captured indirectly in site index and other +stand state variables. With climate change affecting growth and +mortality patterns (Trumbore et al. 2015), explicit climate dependent +parameterizations may be needed for future projections. The +Climate-FVS extension developed by Crookston, Rehfeldt, Dixon, and +Weiskittel (2010) provides one path forward by allowing growth and +mortality to respond to user-specified climate trajectories; a +natural follow-on for fvs-modern is to combine the Bayesian +posterior with the Climate-FVS coupling so that climate-modified +projections also carry parametric uncertainty bands. + +Additionally, the Bakuzis matrix results reported here use real FIA +stands sampled by site index and basal area bin rather than synthetic +algorithmic stands, which removes the dominant artifact of the prior +analysis but constrains coverage to those (variant, species, site, +density) combinations for which sufficient FIA plots exist. Three of +36 cells lacked FIA plots in their target bins for the NE variant; +the corresponding figure cells are blank. Variant coverage is +restricted to NE and ACD because the converted FVS-PN, FVS-SN, and +FVS-IE shared libraries currently fail at runtime when reading +keyword files (Fortran runtime EOF in `base/keyrdr.f90` line 47) on +both INVENTORY-mode keyfiles and the canonical USDA upstream +test files. The shared libraries themselves now build cleanly and +load via Python ctypes after a series of repairs documented in this +release: an include-order fix in `deployment/scripts/build_fvs_libraries.sh` +that resolves the `vwc/morts.f90` symbol cascade, and seven +F77-to-F90 conversion-bug repairs in the `econ/` extension that +collectively recover twelve undefined symbols (morcon_, ecvol_, +ecinit_, echarv_, ecstatus_, setpretendstatus_, eccalc_, ecsetp_, +eckey_, plus three downstream). The remaining runtime keyword-reader +regression is an active debugging item that requires comparison +against a USDA reference binary rather than further conversion-bug +repair. The Marshall-format FIA CSV adapter +(`calibration/python/marshall_to_fia_csv.py`) is shipped with this +release and was used to convert per-state inventory data for OR, WA, +AL, FL, GA, MS, SC, TN, ID, and MT into the standard FIA DataMart +format; once the runtime regression is resolved, the FIA Bakuzis +pipeline will run for the western and southern variants without +further code changes. + +## 5.5 Future work + +Several extensions are in progress or planned. First, an ingrowth +model to complement the existing growth and mortality components +would address the systematic underestimation of periodic annual +volume increment that results from not projecting tree recruitment +through the measurement threshold. Second, a formal sensitivity +analysis of long horizon projections against individual component +parameters would identify which calibrated parameters most strongly +shape the 100 year envelope, informing where additional data +collection and refinement would most improve long horizon accuracy. +Third, explicit climate dependent parameterizations incorporating +climate variables or climate sensitivity functions from the +literature would enable climate adaptation projections beyond the +current state of the variant system. Fourth, external validation +using independent growth and yield data not used in model fitting +would provide complementary assessment of model performance. Fifth, +adding treelist snapshot extraction to the Bakuzis runner would +enable direct evaluation of the fourth biological law (mortality +size pattern). Sixth, resolving the FVS-PN, FVS-SN, and FVS-IE +runtime keyword reader regression (deferred from the present +release; documented in +`calibration/python/PN_SN_LIBRARY_DIAGNOSIS.md`) would extend the +FIA Bakuzis evaluation to the western and southern variants and +allow regional scaling of the posterior-band-as-biological-information +finding beyond the Acadian variant. + +# 6. Conclusion + +fvs-modern combines a modernized open source Fortran 90 codebase, +Bayesian hierarchical recalibration of all 25 geographic variants +using FIA remeasurement data, a runtime uncertainty engine that +propagates posterior parameter distributions through projections, +and a benchmarking framework that exposes both stand level accuracy +on real FIA data and biological law compliance on a factorial +synthetic matrix. The national benchmark demonstrates that the +recalibration improves basal area and volume prediction across all +tested variants; the ablation analysis confirms that diameter +growth and height to diameter calibration carry the bulk of the +improvement; and the Bakuzis matrix identifies specific species and +density combinations where calibrated trajectories diverge from +default over a 100 year horizon. The integrated software release +lowers the barrier to research extension, reproducibility, and +downstream analytic applications of FVS in a way that has not been +previously available. + +# Supplementary material + +Additional benchmarking visuals not shown in the main text are +available in the online supplement: + +- S1. Hex binned spatial distribution of basal area improvement + over CONUS. +- S2. Hex binned spatial distribution of calibration win rate + (share of FIA plots where calibrated outperformed default). +- S3. Per variant performance map with improvement magnitudes. +- S4. Climate site index versus improvement bivariate analysis. +- S5. Bivariate site index improvement map. +- S6. SDImax reduction versus improvement scatter. +- S7. Spatial BA residual bias (default and calibrated panels). +- S8. Hex binned spatial volume improvement. +- S9. Spatial volume RMSE (calibrated vs default panels). +- S10. Volume win rate and ClimateSI interaction. +- S11. Spatial volume residual bias. + +### Component-level assessment tables (S12 to S22) + +The following tables compiled by the post-calibration assessment +pipeline complement the headline performance numbers in section 4.2 +by reporting size-class-stratified and species-stratified diagnostics +for the four most heavily used components. All tables live at +`calibration/output/assessment/` and are reproduced as appendix +tables for the print supplement. + +- S12. Diameter growth metrics by size class (`dg_metrics_by_size_class.csv`). +- S13. Diameter growth equivalence test (`dg_equivalence_test.csv`). +- S14. Height-diameter metrics by size class (`hd_metrics_by_size_class.csv`). +- S15. Height-diameter metrics by species group (`hd_metrics_by_species_group.csv`). +- S16. Height-diameter equivalence test (`hd_equivalence_test.csv`). +- S17. Height-diameter species consistency across variants (`hd_species_cross_variant.csv`, `hd_multi_variant_species_summary.csv`). +- S18. Mortality calibration deciles, AUC by species group, rate by size class, species cross-variant consistency (`mort_calibration_deciles.csv`, `mort_auc_by_species_group.csv`, `mort_rate_by_size_class.csv`, `mort_species_cross_variant.csv`). +- S19. Bakuzis matrix summary across all 36 cells (`bakuzis_matrix_summary.csv`). +- S20. Bakuzis biological law detail tables: Sukachev (`bakuzis_sukachev_effect.csv`), Eichhorn (`bakuzis_eichhorn_rule.csv`), crown recession (`bakuzis_crown_recession.csv`), mortality U-shape (`bakuzis_mortality_ushape.csv`). +- S21. Stand projection realism checks and per-variant trajectories (`projection_realism_checks.csv`, `stand_projection_trajectories.csv`). +- S22. Per-component diagnostic figures: BA and QMD trajectories (`fig_ba_trajectories.png`, `fig_qmd_trajectories.png`), HD residuals by size and predicted (`fig_hd_residuals_by_size.png`, `fig_hd_residuals_vs_predicted.png`), mortality calibration (`fig_mort_calibration.png`), SDI relative-density plot (`fig_sdi_relative.png`), species cross-variant heatmap (`fig_species_cross_variant.png`). + +All supplementary figures are produced by the scripts under +calibration/R/ and calibration/python/ using FIA remeasurement +outputs and calibrated posterior medians. + +# Data and code availability + +All source code, calibrated parameter files, posterior draw +archives, continuous integration configuration, and benchmarking +scripts are available at https://github.com/holoros/fvs-modern under +the dual CC0-1.0 / MIT licensing specified in the repository. The +specific version described in this paper is v2026.05.3 (April 26, +2026), archived at Zenodo with DOI +[10.5281/zenodo.19802673](https://doi.org/10.5281/zenodo.19802673). +Forest Inventory and Analysis data used for calibration and +benchmarking are publicly available through the U.S. Forest Service +FIA DataMart at https://apps.fs.usda.gov/fia/datamart/. + +# CRediT author contributions + +**Aaron R. Weiskittel:** Conceptualization, Methodology, Software, +Formal analysis, Investigation, Data curation, Writing -- original +draft, Writing -- review and editing, Visualization, Supervision, +Project administration, Funding acquisition. + +**Greg Johnson:** Conceptualization, Methodology, Software (variant +unification on the conus-variant branch), Validation, Writing -- +review and editing. + +**David Marshall:** Methodology (Pacific Northwest variant guidance), +Validation (regional benchmark interpretation), Writing -- review +and editing. + +# Declaration of competing interests + +The authors declare no competing interests. Aaron Weiskittel serves +as Editor-in-Chief of Mathematical and Computational Forestry & +Natural-Resource Sciences and as a frequent reviewer for +Environmental Modelling and Software, but neither role created any +financial or personal interest that could have inappropriately +influenced the work reported here. + +# Acknowledgments + +We acknowledge the Ohio Supercomputer Center (project PUOM0008) for +high performance computing resources used in the calibration runs +and the planned Bakuzis uncertainty submission. We thank the USDA +Forest Service Forest Management Service Center for maintaining the +upstream FVS codebase and the FIA program for ongoing data +stewardship. + +# References + +Bakuzis, E.V., 1969. Relationships between tree sizes and stand +density. Forest Science 15:319-322. + +Bechtold, W.A., Patterson, P.L. (Eds.), 2005. The enhanced Forest +Inventory and Analysis program: national sampling design and +estimation procedures. USDA Forest Service GTR-SRS-80. + +Bohn, F.J., Huth, A., 2018. The importance of forest structure for +carbon fluxes in temperate forests. Royal Society Open Science +5:172105. + +Clark, J.S., Iverson, L., Woodall, C.W., et al., 2016. The impacts +of increasing drought on forest dynamics, structure, and +biodiversity in the United States. Global Change Biology 22: +2329-2352. + +Crookston, N.L., Dixon, G.E., 2005. The forest vegetation simulator: +A review of its structure, content, and applications. Computers +and Electronics in Agriculture 49: 60-80. + +Crookston, N.L., Rehfeldt, G.E., Dixon, G.E., Weiskittel, A.R., 2010. +Addressing climate change in the forest vegetation simulator to +assess impacts on landscape forest dynamics. Forest Ecology and +Management 260: 1198-1211. + +Dixon, G.E. (Ed.), 2002. Essential FVS: A user's guide to the +Forest Vegetation Simulator. USDA Forest Service, Internal Report. + +Gelman, A., Carlin, J.B., Stern, H.S., et al., 2013. Bayesian Data +Analysis, 3rd ed. Chapman and Hall / CRC. + +Itter, M.S., Finley, A.O., Weiskittel, A.R., 2025. Connecting growth +and yield models to continuous forest inventory data to better +account for uncertainty. Forest Ecology and Management 589: 122754. + +Joo, S., Temesgen, H., Frank, B., Weiskittel, A.R., Reimer, D., 2025. +Roles of growth and yield models for informed forest management +decisions in the Pacific Northwest United States. Journal of +Forestry. https://doi.org/10.1007/s44392-025-00041-0 + +Premer, M., Simons-Legaard, E., Daigneault, A., Hayes, D., Solarik, +K.A., Weiskittel, A., 2025. Some models are useful... for estimating +standing aboveground carbon in US forests. Journal of Forestry. +https://doi.org/10.1007/s44392-025-00056-7 + +Reineke, L.H., 1933. Perfecting a stand density index for even aged +forests. Journal of Agricultural Research 46:627-638. + +Reynolds, M.R., Jr., 1984. Estimating the error in model +predictions. Forest Science 30:454-469. + +Trumbore, S., Brando, P., Hartmann, H., 2015. Forest health and +global change. Science 349:814-818. + +Woodall, C.W., Munro, H.L., Atkins, J.W., Bullock, B.P., Fox, T.R., +Hoover, C.M., Kinane, S.M., Murray, L.T., Prisley, S.P., Shaw, J.D., +Smith-Mateja, E., Weiskittel, A.R., Anderegg, W.R.L., Nabuurs, G.-J., +Novick, K.A., Poulter, B., Starcevic, A., Giebink, C.L., 2025. +Prioritizing opportunities to empower forest carbon decisions +through strategic investment in forest modeling capacity. Journal +of Forestry. https://doi.org/10.1007/s44392-025-00012-5 + +Weiskittel, A.R., Hann, D.W., Kershaw, J.A., Jr., Vanclay, J.K., +2011. Forest growth and yield modeling. John Wiley and Sons, +Chichester, United Kingdom. + +Wykoff, W.R., 1990. A basal area increment model for individual +conifers in the northern and central Rocky Mountains. Forest Science +36:1023-1042. diff --git a/src-converted/acd/morts.f90 b/src-converted/acd/morts.f90 index 3274944c..426ae4e9 100644 --- a/src-converted/acd/morts.f90 +++ b/src-converted/acd/morts.f90 @@ -48,6 +48,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -131,6 +133,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -518,6 +521,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -547,7 +556,7 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1046,6 +1055,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/ak/morts.f90 b/src-converted/ak/morts.f90 index 16fb8ffb..d3f33e0d 100644 --- a/src-converted/ak/morts.f90 +++ b/src-converted/ak/morts.f90 @@ -69,6 +69,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! INCLUDE 'VARCOM.f90' @@ -159,6 +161,7 @@ SUBROUTINE MORTS ! CHECK FOR DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH !--------- ! IF THERE ARE NO TREE RECORDS, SIMPLY PROCESS THE MORTALITY ! MULTIPLIERS AND BRANCH TO END (FOR THE METHOD USED TO GET @@ -358,6 +361,12 @@ SUBROUTINE MORTS ! RECALCULATE VALUES AFTER MORTALITY HAS BEEN APPLIED !---------- TA=TA+(PROB(I)-WKI) +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI IF (DEBUG)WRITE(JOSTND,*)'IN MORTS INITIAL PASS: IXX WKI WK2=', & I,WKI,WK2(I) @@ -727,5 +736,6 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD RETURN END diff --git a/src-converted/base/gompmort.f90 b/src-converted/base/gompmort.f90 new file mode 100644 index 00000000..8c2e8a57 --- /dev/null +++ b/src-converted/base/gompmort.f90 @@ -0,0 +1,335 @@ +!============================================================================== +! GOMPMORT -- Greg Johnson gompit mortality, in the FVS growth loop. +! +! Substitutes Greg Johnson's CONUS gompit survival for FVS native mortality, +! per tree, per cycle, INSIDE TREGRO->MORTS so growth and density interact with +! the substituted mortality each cycle (unlike a post-hoc TPA overlay, which +! cannot regulate density). Gompit owns mortality for species that carry a +! fitted row; unfit species keep FVS native background mortality. +! +! Model (per species), annual hazard with a cycle-length exposure: +! eta = b0 + b1*(cr+0.01)^b2 + b3*cch^b4 +! H = exp(eta) (annual hazard) +! S = exp(-H * FINT) (period survival, FINT = cycle yrs) +! trees killed = PROB * (1 - S) +! +! cch is crown closure at the subject tree's tip, recomputed each cycle from +! the live treelist by an ORGANON crown-closure port (GOMPCCH), then mapped +! onto the gompit cch scale by the validated affine fit +! cch = CCH_A + CCH_B * cch_hat (35d_validate_cch.R, Spearman 0.93). +! +! AARON'S VALIDATED ASSUMPTIONS (science owned by Aaron Weiskittel; this is the +! Fortran wiring of his model): +! * gompit coefficients (greg_mortality_coefficients.csv). +! * ORGANON SWO crown geometry as the cch proxy (CAL_CCH.for lineage). +! * coarse FIA-species -> ORGANON group map: softwood (FIA<300) -> 1 (DF), +! hardwood -> 16 (RA). Refine GGRP for a tighter fit. +! * affine map CCH_A=0.062, CCH_B=0.0036. +! +! Activation (no recompile to toggle): environment variables read once in +! GOMPLOAD (called from MORCON): +! FVS_GOMPIT set to 1/on/true to enable. +! FVS_GOMPIT_COEF path to greg_mortality_coefficients.csv +! (columns: SPCD,n,b0,b1,b2,b3,b4,...). +! A GOMPMORT keyword can be layered on later; the env switch keeps the first +! integration testable and gives a clean default-vs-gompit A/B. +!============================================================================== + +SUBROUTINE GOMPLOAD +IMPLICIT NONE +INCLUDE 'PRGPRM.f90' +INCLUDE 'PLOT.f90' +INCLUDE 'CONTRL.f90' +INCLUDE 'GOMPMC.f90' +! +INTEGER, PARAMETER :: MXG = 600 +INTEGER GSPCD(MXG) +REAL TB(MXG,5) +CHARACTER(LEN=256) CVAL, CPATH +CHARACTER(LEN=512) LINE +INTEGER I, J, NG, IOS, U, IFIA, NN, ISPC +REAL B0,B1,B2,B3,B4 +LOGICAL, SAVE :: LDONE = .FALSE. +LOGICAL LENABLE +! +! resolve once per run (COMMON state persists across the per-stand MORCON calls). +! Activation comes from the FVS_GOMPIT env var OR the GOMPMORT keyword (LGOMPKW, +! set by GOMPON in initre, which runs before MORCON). Do not lock LDONE until +! actually activated, so a keyword seen on a later stand can still turn it on. +IF (LDONE) RETURN +LENABLE = .TRUE. +CALL GETENV('FVS_GOMPIT', CVAL) +IF (CVAL.EQ.' ') LENABLE = .FALSE. +IF (CVAL(1:1).EQ.'0' .OR. CVAL(1:1).EQ.'n' .OR. CVAL(1:1).EQ.'N' & + .OR. CVAL(1:1).EQ.'f' .OR. CVAL(1:1).EQ.'F') LENABLE = .FALSE. +IF (.NOT.(LENABLE .OR. LGOMPKW)) RETURN +LDONE = .TRUE. +! +LGOMP = .FALSE. +NGOMP = 0 +DO ISPC=1,MAXSP + GHAVE(ISPC) = .FALSE. + GGRP(ISPC) = 16 + DO J=1,5 + GB(ISPC,J) = 0.0 + ENDDO +ENDDO +! +CALL GETENV('FVS_GOMPIT_COEF', CPATH) +IF (CPATH.EQ.' ') THEN + WRITE(JOSTND,*) 'GOMPMORT: FVS_GOMPIT set but FVS_GOMPIT_COEF empty;', & + ' gompit mortality NOT enabled.' + RETURN +ENDIF +! +U = 67 +OPEN(UNIT=U, FILE=CPATH, STATUS='OLD', IOSTAT=IOS) +IF (IOS.NE.0) THEN + WRITE(JOSTND,*) 'GOMPMORT: cannot open coeff file ', TRIM(CPATH), & + '; gompit mortality NOT enabled.' + RETURN +ENDIF +READ(U,'(A)',IOSTAT=IOS) LINE ! header +NG = 0 +10 CONTINUE + READ(U,*,IOSTAT=IOS) IFIA, NN, B0, B1, B2, B3, B4 + IF (IOS.NE.0) GO TO 20 + IF (NG.GE.MXG) GO TO 20 + NG = NG + 1 + GSPCD(NG) = IFIA + TB(NG,1)=B0; TB(NG,2)=B1; TB(NG,3)=B2; TB(NG,4)=B3; TB(NG,5)=B4 + GO TO 10 +20 CONTINUE +CLOSE(U) +! +! resolve onto FVS species index via FIAJSP; assign ORGANON group by FIA code +DO ISPC=1,MAXSP + IFIA = -1 + IF (FIAJSP(ISPC).NE.' ') THEN + READ(FIAJSP(ISPC),*,IOSTAT=IOS) IFIA + IF (IOS.NE.0) IFIA = -1 + ENDIF + IF (IFIA.GT.0) THEN + IF (IFIA.LT.300) THEN + GGRP(ISPC) = 1 + ELSE + GGRP(ISPC) = 16 + ENDIF + DO J=1,NG + IF (GSPCD(J).EQ.IFIA) THEN + GB(ISPC,1)=TB(J,1); GB(ISPC,2)=TB(J,2); GB(ISPC,3)=TB(J,3) + GB(ISPC,4)=TB(J,4); GB(ISPC,5)=TB(J,5) + GHAVE(ISPC) = .TRUE. + NGOMP = NGOMP + 1 + GO TO 30 + ENDIF + ENDDO +30 CONTINUE + ENDIF +ENDDO +! +LGOMP = .TRUE. +WRITE(JOSTND,*) 'GOMPMORT enabled: ', NG, ' fitted species read, ', & + NGOMP, ' matched to this variant.' +RETURN +END + + +SUBROUTINE GOMPSURV(ISPC, CR, CCHV, FINTL, SURV) +! Period survival for one tree of FVS species ISPC. Caller guarantees +! GHAVE(ISPC). Returns SURV in (0,1]. +IMPLICIT NONE +INCLUDE 'PRGPRM.f90' +INCLUDE 'GOMPMC.f90' +INTEGER ISPC +REAL CR, CCHV, FINTL, SURV +REAL B0,B1,B2,B3,B4,CRC,CCHC,ETA,HZ,CTERM +B0=GB(ISPC,1); B1=GB(ISPC,2); B2=GB(ISPC,3); B3=GB(ISPC,4); B4=GB(ISPC,5) +CRC = CR +IF (CRC.LT.1.0E-4) CRC = 1.0E-4 +IF (CRC.GT.1.0) CRC = 1.0 +CCHC = CCHV +IF (CCHC.LT.0.0) CCHC = 0.0 +IF (CCHC.GT.0.0) THEN + CTERM = CCHC**B4 +ELSE + CTERM = 0.0 +ENDIF +ETA = B0 + B1*(CRC+0.01)**B2 + B3*CTERM +IF (ETA.GT.30.0) ETA = 30.0 +IF (ETA.LT.-30.0) ETA = -30.0 +HZ = EXP(ETA) +SURV = EXP(-HZ*FINTL) +RETURN +END + + +SUBROUTINE GOMPCCH +! Recompute per-tree crown closure at tip (CCHT) for the current cycle, an +! ORGANON-crown port (faithful to cch_organon.py so the validated affine map +! applies). Fills CCHT(I) = CCH_A + CCH_B * cch_hat for every live tree. +IMPLICIT NONE +INCLUDE 'PRGPRM.f90' +INCLUDE 'ARRAYS.f90' +INCLUDE 'CONTRL.f90' +INCLUDE 'GOMPMC.f90' +! +REAL, PARAMETER :: CCH_A = 0.062, CCH_B = 0.0036 +! ORGANON SWO (version 1) crown-width parameters, groups 1..18 +REAL MCWB0(18),MCWB1(18),MCWB2(18),MCWPK(18) +REAL LCWB1(18),LCWB2(18),LCWB3(18) +REAL CWAB1(18),CWAB2(18),CWAB3(18),DACB(18) +REAL CCH(0:40) +INTEGER I, G, II +REAL DBHV, HTV, CRV, EXPN, MAXHT, CL, HCB, MCWV, LCWV, HL +REAL XL, BND, CW, TOP, XI, XXI, CCHHAT, DD, RP, HtoD +INTEGER IDX +! +DATA MCWB0/4.6366,6.1880,3.4835,4.6600546,3.2837,4.5652,4.0,4.5652, & + 3.4298629,2.9793895,4.4443,4.4443,4.0953,3.0785639,3.3625,8.0, & + 2.9793895,2.9793895/ +DATA MCWB1/1.6078,1.0069,1.343,1.0701859,1.2031,1.4147,1.65,1.4147, & + 1.3532302,1.5512443,1.7040,1.7040,2.3849,1.9242211,2.0303,1.53, & + 1.5512443,1.5512443/ +DATA MCWB2/-0.009625,0.0,-0.0082544,0.0,-0.0071858,0.0,0.0,0.0,0.0, & + -0.01416129,0.0,0.0,-0.011630,0.0,-0.0073307,0.0,-0.01416129, & + -0.01416129/ +DATA MCWPK/88.52,999.99,81.35,999.99,83.71,999.99,999.99,999.99, & + 999.99,54.77,999.99,999.99,102.53,999.99,138.93,999.99,54.77,54.77/ +DATA LCWB1/0.0,0.0,0.355532,0.0,-0.251389,0.0,-0.251389,0.0,0.118621, & + 0.0,0.0,0.0,0.0,0.364811,0.0,0.3227140,0.0,0.0/ +DATA LCWB2/0.00371834,0.00308402,0.0,0.00339675,0.00692512,0.0, & + 0.00692512,0.0,0.00384872,0.0,0.0111972,0.0207676,0.0,0.0,0.0,0.0, & + 0.0,0.0/ +DATA LCWB3/0.808121,0.0,0.0,0.532418,0.985922,0.0,0.985922,0.0,0.0, & + 1.161440,0.0,0.0,1.47018,0.0,1.27196,0.0,1.161440,1.161440/ +DATA CWAB1/0.929973,0.999291,0.755583,0.755583,0.629785,0.629785, & + 0.629785,0.629785,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5/ +DATA CWAB2/-0.135212,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0, & + 0.0,0.0,0.0,0.0,0.0/ +DATA CWAB3/-0.0157579,-0.0314603,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0, & + 0.0,0.0,0.0,0.0,0.0,0.0,0.0/ +DATA DACB/0.062,0.028454,0.05,0.05,0.20,0.209806,0.20,0.209806, & + 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0/ +! +DO I=1,ITRN + CCHT(I) = 0.0 +ENDDO +! +! tallest valid tree +MAXHT = 0.0 +DO I=1,ITRN + IF (HT(I).GT.MAXHT .AND. DBH(I).GT.0.0 .AND. ICR(I).GT.0) MAXHT=HT(I) +ENDDO +IF (MAXHT.LE.0.0) RETURN +! +DO II=0,40 + CCH(II) = 0.0 +ENDDO +CCH(40) = MAXHT +! +DO I=1,ITRN + DBHV = DBH(I) + HTV = HT(I) + CRV = REAL(ICR(I))/100.0 + EXPN = PROB(I) + IF (HTV.LE.0.0 .OR. DBHV.LE.0.0) CYCLE + IF (CRV.LE.0.0 .OR. CRV.GT.1.0) CYCLE + G = GGRP(ISP(I)) + IF (G.LT.1 .OR. G.GT.18) G = 16 + CL = CRV*HTV + HCB = HTV - CL + ! MCW + DD = DBHV + IF (DD.GT.MCWPK(G)) DD = MCWPK(G) + IF (HTV.LT.4.501) THEN + MCWV = HTV/4.5*MCWB0(G) + ELSE + MCWV = MCWB0(G) + MCWB1(G)*DD + MCWB2(G)*DD*DD + ENDIF + ! LCW + LCWV = MCWV * CRV**(LCWB1(G) + LCWB2(G)*CL + LCWB3(G)*(DBHV/HTV)) + ! height to largest crown width + HL = HTV - (1.0-DACB(G))*CRV*HTV + HtoD = HTV/DBHV + DO II=40,1,-1 + XL = REAL(II-1)*(CCH(40)/40.0) + BND = HCB + IF (HL.GT.HCB) BND = HL + IF (XL.LE.BND) THEN + IF (HCB.LE.HL) THEN + CW = LCWV + ELSE + ! cw_above at max(XL,HCB) + RP = (HTV - MAX(XL,HCB))/(HTV - HL) + IF (RP.LE.0.0) THEN + CW = 0.0 + ELSE + CW = LCWV * RP**(CWAB1(G)+CWAB2(G)*SQRT(RP)+CWAB3(G)*HtoD) + ENDIF + ENDIF + ELSEIF (XL.LT.HTV) THEN + RP = (HTV - XL)/(HTV - HL) + IF (RP.LE.0.0) THEN + CW = 0.0 + ELSE + CW = LCWV * RP**(CWAB1(G)+CWAB2(G)*SQRT(RP)+CWAB3(G)*HtoD) + ENDIF + ELSE + CW = 0.0 + ENDIF + CCH(II) = CCH(II) + (CW*CW)*(0.001803*EXPN) + ENDDO +ENDDO +! +! interpolate each tree's tip cch_hat, apply affine map +TOP = CCH(40) +DO I=1,ITRN + HTV = HT(I) + IF (DBH(I).LE.0.0 .OR. ICR(I).LE.0 .OR. HTV.LE.0.0) THEN + CCHT(I) = CCH_A + CYCLE + ENDIF + IF (HTV.GE.TOP .OR. TOP.LE.0.0) THEN + CCHHAT = 0.0 + ELSE + XI = 40.0*(HTV/TOP) + IDX = INT(XI) + 1 + IF (IDX.GE.40) THEN + CCHHAT = CCH(39)*(40.0 - XI) + ELSE + XXI = REAL(IDX) + CCHHAT = CCH(IDX) + (CCH(IDX-1)-CCH(IDX))*(XXI - XI) + ENDIF + ENDIF + IF (CCHHAT.LT.0.0) CCHHAT = 0.0 + CCHT(I) = CCH_A + CCH_B*CCHHAT +ENDDO +RETURN +END + + +SUBROUTINE GOMPON +! GOMPMORT keyword hook (called from vbase/initre.f90 when the GOMPMORT keyword +! is read). Flags keyword activation; GOMPLOAD (called from MORCON, which runs +! after the keyword reader) then loads coefficients and sets LGOMP. The coeff +! file path still comes from FVS_GOMPIT_COEF (a deployment detail); the keyword +! records the on/off choice reproducibly in the keyfile. +IMPLICIT NONE +INCLUDE 'PRGPRM.f90' +INCLUDE 'GOMPMC.f90' +LGOMPKW = .TRUE. +RETURN +END + + +BLOCK DATA GOMPBD +! Initialise the gompit COMMON flags so LGOMP / LGOMPKW / GHAVE are defined +! before any activation. Required because the morts hook tests +! IF(LGOMP.AND.GHAVE(ISPC)) and Fortran does not guarantee short-circuit .AND. +IMPLICIT NONE +INCLUDE 'PRGPRM.f90' +INCLUDE 'GOMPMC.f90' +DATA LGOMP /.FALSE./, LGOMPKW /.FALSE./, GHAVE /MAXSP*.FALSE./ +DATA NGOMP /0/, GGRP /MAXSP*16/ +END diff --git a/src-converted/base/keywds.f90 b/src-converted/base/keywds.f90 index d2d15ecf..f05978d7 100644 --- a/src-converted/base/keywds.f90 +++ b/src-converted/base/keywds.f90 @@ -54,5 +54,5 @@ BLOCK DATA KEYWDS DATA (TABLE(I),I=136,150) / & 'THINRDSL','MORTMSB','SETSITE','CLIMATE','SDICALC', & 'THINQFA','PTGROUP ','ORGANON','SPLEAVE','CCADJ', & - 'PRMFROST','FIAVBC',' ',' ',' '/ + 'PRMFROST','FIAVBC','GOMPMORT',' ',' '/ END diff --git a/src-converted/bin/FVSacd_sourceList.txt b/src-converted/bin/FVSacd_sourceList.txt index e536655a..3c421b66 100644 --- a/src-converted/bin/FVSacd_sourceList.txt +++ b/src-converted/bin/FVSacd_sourceList.txt @@ -277,6 +277,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSak_sourceList.txt b/src-converted/bin/FVSak_sourceList.txt index 9ba771c1..c482192e 100644 --- a/src-converted/bin/FVSak_sourceList.txt +++ b/src-converted/bin/FVSak_sourceList.txt @@ -276,6 +276,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSbm_sourceList.txt b/src-converted/bin/FVSbm_sourceList.txt index 2ac9f253..8cf38761 100644 --- a/src-converted/bin/FVSbm_sourceList.txt +++ b/src-converted/bin/FVSbm_sourceList.txt @@ -279,6 +279,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSca_sourceList.txt b/src-converted/bin/FVSca_sourceList.txt index 0844cf0f..1bacca1d 100644 --- a/src-converted/bin/FVSca_sourceList.txt +++ b/src-converted/bin/FVSca_sourceList.txt @@ -280,6 +280,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSci_sourceList.txt b/src-converted/bin/FVSci_sourceList.txt index 1e381fed..b0ca557d 100644 --- a/src-converted/bin/FVSci_sourceList.txt +++ b/src-converted/bin/FVSci_sourceList.txt @@ -276,6 +276,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVScr_sourceList.txt b/src-converted/bin/FVScr_sourceList.txt index 04d8699a..a84451b0 100644 --- a/src-converted/bin/FVScr_sourceList.txt +++ b/src-converted/bin/FVScr_sourceList.txt @@ -279,6 +279,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVScs_sourceList.txt b/src-converted/bin/FVScs_sourceList.txt index c102e205..2d13d270 100644 --- a/src-converted/bin/FVScs_sourceList.txt +++ b/src-converted/bin/FVScs_sourceList.txt @@ -275,6 +275,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSec_sourceList.txt b/src-converted/bin/FVSec_sourceList.txt index 1d6c665c..eddf99d6 100644 --- a/src-converted/bin/FVSec_sourceList.txt +++ b/src-converted/bin/FVSec_sourceList.txt @@ -277,6 +277,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSem_sourceList.txt b/src-converted/bin/FVSem_sourceList.txt index 040889b9..b09e28cb 100644 --- a/src-converted/bin/FVSem_sourceList.txt +++ b/src-converted/bin/FVSem_sourceList.txt @@ -278,6 +278,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSie_sourceList.txt b/src-converted/bin/FVSie_sourceList.txt index 7a4aff6d..cdc31534 100644 --- a/src-converted/bin/FVSie_sourceList.txt +++ b/src-converted/bin/FVSie_sourceList.txt @@ -273,6 +273,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSkt_sourceList.txt b/src-converted/bin/FVSkt_sourceList.txt index ec2ca43e..782dbd2f 100644 --- a/src-converted/bin/FVSkt_sourceList.txt +++ b/src-converted/bin/FVSkt_sourceList.txt @@ -274,6 +274,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSls_sourceList.txt b/src-converted/bin/FVSls_sourceList.txt index 37fc845e..d2b13639 100644 --- a/src-converted/bin/FVSls_sourceList.txt +++ b/src-converted/bin/FVSls_sourceList.txt @@ -276,6 +276,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSnc_sourceList.txt b/src-converted/bin/FVSnc_sourceList.txt index f8f59ad6..32207a03 100644 --- a/src-converted/bin/FVSnc_sourceList.txt +++ b/src-converted/bin/FVSnc_sourceList.txt @@ -279,6 +279,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSne_sourceList.txt b/src-converted/bin/FVSne_sourceList.txt index beb8cdc9..0a792798 100644 --- a/src-converted/bin/FVSne_sourceList.txt +++ b/src-converted/bin/FVSne_sourceList.txt @@ -277,6 +277,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSoc_sourceList.txt b/src-converted/bin/FVSoc_sourceList.txt index 1c7cc553..57d84a0d 100644 --- a/src-converted/bin/FVSoc_sourceList.txt +++ b/src-converted/bin/FVSoc_sourceList.txt @@ -280,6 +280,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSon_sourceList.txt b/src-converted/bin/FVSon_sourceList.txt index 53373db5..50fe277d 100644 --- a/src-converted/bin/FVSon_sourceList.txt +++ b/src-converted/bin/FVSon_sourceList.txt @@ -287,6 +287,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSop_sourceList.txt b/src-converted/bin/FVSop_sourceList.txt index 98ced06b..4e84c567 100644 --- a/src-converted/bin/FVSop_sourceList.txt +++ b/src-converted/bin/FVSop_sourceList.txt @@ -276,6 +276,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSpn_sourceList.txt b/src-converted/bin/FVSpn_sourceList.txt index 9029ac90..e235fe9a 100644 --- a/src-converted/bin/FVSpn_sourceList.txt +++ b/src-converted/bin/FVSpn_sourceList.txt @@ -275,6 +275,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSsn_sourceList.txt b/src-converted/bin/FVSsn_sourceList.txt index 816f2637..48083d64 100644 --- a/src-converted/bin/FVSsn_sourceList.txt +++ b/src-converted/bin/FVSsn_sourceList.txt @@ -275,6 +275,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSso_sourceList.txt b/src-converted/bin/FVSso_sourceList.txt index 1fbc8f4a..9509bdb4 100644 --- a/src-converted/bin/FVSso_sourceList.txt +++ b/src-converted/bin/FVSso_sourceList.txt @@ -282,6 +282,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVStt_sourceList.txt b/src-converted/bin/FVStt_sourceList.txt index c6725ad7..cd33284f 100644 --- a/src-converted/bin/FVStt_sourceList.txt +++ b/src-converted/bin/FVStt_sourceList.txt @@ -282,6 +282,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSut_sourceList.txt b/src-converted/bin/FVSut_sourceList.txt index 3de4f8c3..4e010721 100644 --- a/src-converted/bin/FVSut_sourceList.txt +++ b/src-converted/bin/FVSut_sourceList.txt @@ -275,6 +275,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSwc_sourceList.txt b/src-converted/bin/FVSwc_sourceList.txt index 5f314ee5..503e0e74 100644 --- a/src-converted/bin/FVSwc_sourceList.txt +++ b/src-converted/bin/FVSwc_sourceList.txt @@ -275,6 +275,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bin/FVSws_sourceList.txt b/src-converted/bin/FVSws_sourceList.txt index 0411508c..4c3b8dda 100644 --- a/src-converted/bin/FVSws_sourceList.txt +++ b/src-converted/bin/FVSws_sourceList.txt @@ -276,6 +276,7 @@ ../base/svlnol.f90 ../base/svlsol.f90 ../base/svmort.f90 +../base/gompmort.f90 ../base/svntr.f90 ../base/svobol.f90 ../base/svonln.f90 diff --git a/src-converted/bm/morts.f90 b/src-converted/bm/morts.f90 index 26a84c77..a03a45f9 100644 --- a/src-converted/bm/morts.f90 +++ b/src-converted/bm/morts.f90 @@ -49,6 +49,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -146,6 +148,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -523,6 +526,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -1061,6 +1070,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/ca/morts.f90 b/src-converted/ca/morts.f90 index 6d5fc178..3a4fb630 100644 --- a/src-converted/ca/morts.f90 +++ b/src-converted/ca/morts.f90 @@ -50,6 +50,9 @@ SUBROUTINE MORTS INCLUDE 'WORKCM.f90' ! ! +INCLUDE 'GOMPMC.f90' +! +! !OMMONS !---------- ! DEFINITIONS: @@ -126,6 +129,7 @@ SUBROUTINE MORTS ! RN = TREES/ACRE LOSS EXPRESSED AS PER YEAR LOSS !---------- LOGICAL DEBUG,LINCL +REAL CRG,CCHG,SURVG !----------- ! SEE IF WE NEED TO DO SOME DEBUG. !----------- @@ -455,6 +459,7 @@ SUBROUTINE MORTS ! START LOOP TO ESTIMATE SDI BASED MORTALITY RATE. ! TREES ARE PROCESSED ONE AT A TIME WITHIN A SPECIES. !---------- +IF(LGOMP) CALL GOMPCCH DO 50 ISPC=1,MAXSP I1=ISCT(ISPC,1) IF(I1.LE.0) GO TO 50 @@ -518,6 +523,17 @@ SUBROUTINE MORTS IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & ' RI = ',F7.5,' RN = ',F7.5,' RIP = ',F7.5) +IF(LGOMP) THEN + IF(GHAVE(ISPC)) THEN + CRG=REAL(ICR(I))/100.0 + CCHG=CCHT(I) + CALL GOMPSURV(ISPC,CRG,CCHG,FINT,SURVG) + WKI=P*(1.0-SURVG) + ELSE + WKI=P*(1.0-(1.0-RI)**FINT) + ENDIF + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -548,7 +564,7 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1058,6 +1074,7 @@ SUBROUTINE MORTS CEPMRT = 0. SLPMRT = 0. TPAMRT = 0. +CALL GOMPLOAD RETURN END diff --git a/src-converted/canada/on/morts.f90 b/src-converted/canada/on/morts.f90 index 9510995c..8691c948 100644 --- a/src-converted/canada/on/morts.f90 +++ b/src-converted/canada/on/morts.f90 @@ -33,6 +33,8 @@ SUBROUTINE MORTS INCLUDE 'PDEN.f90' INCLUDE 'VARCOM.f90' INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG INCLUDE 'METRIC.f90' ! !OMMONS @@ -175,6 +177,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT(' ENTERING SUBROUTINE MORTS CYCLE =',I4) @@ -608,6 +611,12 @@ SUBROUTINE MORTS IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT(' MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -1157,6 +1166,7 @@ SUBROUTINE MORTS RETURN ENTRY MORCON +CALL GOMPLOAD ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/ci/morts.f90 b/src-converted/ci/morts.f90 index a7373a4b..5d2f22ec 100644 --- a/src-converted/ci/morts.f90 +++ b/src-converted/ci/morts.f90 @@ -46,6 +46,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -200,6 +202,7 @@ SUBROUTINE MORTS ! CHECK FOR DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9002)ICYC 9002 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !--------- @@ -398,6 +401,12 @@ SUBROUTINE MORTS IF(SDIMAX .LT. 5)THEN WKI=P ENDIF +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -713,6 +722,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT REQUIRE ONE- ! TIME RESOLUTION. ITYPE IS A HABITAT INDEX THAT IS COMPUTED IN diff --git a/src-converted/common/GOMPMC.f90 b/src-converted/common/GOMPMC.f90 new file mode 100644 index 00000000..7d5f1ac8 --- /dev/null +++ b/src-converted/common/GOMPMC.f90 @@ -0,0 +1,26 @@ +!---------- +! GOMPMC -- Greg Johnson gompit mortality, in-engine state. +! +! Shared state for the gompit mortality option (annual hazard on crown ratio +! and crown closure at tree tip). Must be INCLUDEd after PRGPRM.f90 so MAXSP +! and MAXTRE are defined. +! +! LGOMP -- master switch; .TRUE. when gompit mortality is active (set by +! GOMPLOAD from the FVS_GOMPIT env var or the GOMPMORT keyword). +! LGOMPKW-- set .TRUE. by the GOMPMORT keyword (via GOMPON in initre); +! GOMPLOAD then activates in MORCON. Initialised .FALSE. in +! BLOCK DATA GOMPBD. +! NGOMP -- number of FVS species with a fitted gompit row. +! GB -- per-FVS-species coefficient table, GB(ISPC,1:5) = b0,b1,b2,b3,b4 +! resolved from the FIA-keyed coefficient file via FIAJSP. +! GHAVE -- .TRUE. for FVS species that carry a fitted gompit row; gompit +! owns their mortality. Unfit species keep native background. +! CCHT -- per-tree crown closure at tip for the current cycle, on the +! gompit cch scale (affine-mapped). Filled by GOMPCCH each cycle. +!---------- +INTEGER NGOMP, GGRP(MAXSP) +REAL GB(MAXSP,5), CCHT(MAXTRE) +LOGICAL LGOMP, LGOMPKW, GHAVE(MAXSP) +COMMON /GOMPMR/ GB, CCHT +COMMON /GOMPMI/ NGOMP, GGRP +COMMON /GOMPML/ LGOMP, LGOMPKW, GHAVE diff --git a/src-converted/cr/morts.f90 b/src-converted/cr/morts.f90 index d778f17d..0c285d7f 100644 --- a/src-converted/cr/morts.f90 +++ b/src-converted/cr/morts.f90 @@ -49,6 +49,9 @@ SUBROUTINE MORTS INCLUDE 'WORKCM.f90' ! ! +INCLUDE 'GOMPMC.f90' +! +! !OMMONS !---------- ! DEFINITIONS: @@ -127,6 +130,7 @@ SUBROUTINE MORTS ! RN = TREES/ACRE LOSS EXPRESSED AS PER YEAR LOSS !---------- LOGICAL DEBUG,LINCL +REAL CRG,CCHG,SURVG !----------- ! SEE IF WE NEED TO DO SOME DEBUG. !----------- @@ -457,6 +461,7 @@ SUBROUTINE MORTS ! START LOOP TO ESTIMATE SDI BASED MORTALITY RATE. ! TREES ARE PROCESSED ONE AT A TIME WITHIN A SPECIES. !---------- +IF(LGOMP) CALL GOMPCCH DO 50 ISPC=1,MAXSP I1=ISCT(ISPC,1) IF(I1.LE.0) GO TO 50 @@ -513,6 +518,17 @@ SUBROUTINE MORTS IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & ' RI = ',F7.5,' RN = ',F7.5,' RIP = ',F7.5) +IF(LGOMP) THEN + IF(GHAVE(ISPC)) THEN + CRG=REAL(ICR(I))/100.0 + CCHG=CCHT(I) + CALL GOMPSURV(ISPC,CRG,CCHG,FINT,SURVG) + WKI=P*(1.0-SURVG) + ELSE + WKI=P*(1.0-(1.0-RI)**FINT) + ENDIF + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -543,7 +559,7 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1054,6 +1070,7 @@ SUBROUTINE MORTS CEPMRT = 0. SLPMRT = 0. TPAMRT = 0. +CALL GOMPLOAD RETURN END diff --git a/src-converted/ec/morts.f90 b/src-converted/ec/morts.f90 index 0c91d92b..bc7a0754 100644 --- a/src-converted/ec/morts.f90 +++ b/src-converted/ec/morts.f90 @@ -49,6 +49,9 @@ SUBROUTINE MORTS INCLUDE 'WORKCM.f90' ! ! +INCLUDE 'GOMPMC.f90' +! +! !OMMONS !---------- ! DEFINITIONS: @@ -75,6 +78,7 @@ SUBROUTINE MORTS ! OF TREE MORTALITY (TREES/ACRE). !---------- LOGICAL DEBUG,LINCL +REAL CRG,CCHG,SURVG INTEGER MYACTS(2) INTEGER IDMFLG,KNT,NTODO,I,NP,IACTK,IDATE,ISPCC,IPASS INTEGER I1,I2,I3,IS,IPATH,KNT2,ISPC,ITODO,IP @@ -529,6 +533,7 @@ SUBROUTINE MORTS ! START LOOP TO ESTIMATE SDI BASED MORTALITY RATE. ! TREES ARE PROCESSED ONE AT A TIME WITHIN A SPECIES. !---------- +IF(LGOMP) CALL GOMPCCH DO 50 ISPC=1,MAXSP I1=ISCT(ISPC,1) IF(I1.LE.0) GO TO 50 @@ -584,6 +589,17 @@ SUBROUTINE MORTS IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & ' RI = ',F7.5,' RN = ',F7.5,' RIP = ',F7.5) +IF(LGOMP) THEN + IF(GHAVE(ISPC)) THEN + CRG=REAL(ICR(I))/100.0 + CCHG=CCHT(I) + CALL GOMPSURV(ISPC,CRG,CCHG,FINT,SURVG) + WKI=P*(1.0-SURVG) + ELSE + WKI=P*(1.0-(1.0-RI)**FINT) + ENDIF + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -614,7 +630,7 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1124,6 +1140,7 @@ SUBROUTINE MORTS CEPMRT = 0. SLPMRT = 0. TPAMRT = 0. +CALL GOMPLOAD RETURN END diff --git a/src-converted/em/morts.f90 b/src-converted/em/morts.f90 index 5329b5ab..04d9d558 100644 --- a/src-converted/em/morts.f90 +++ b/src-converted/em/morts.f90 @@ -51,6 +51,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -246,6 +248,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -653,6 +656,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -1246,6 +1255,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT REQUIRE ONE- ! TIME RESOLUTION. ITYPE IS A NI HABITAT INDEX THAT IS COMPUTED IN diff --git a/src-converted/ie/morts.f90 b/src-converted/ie/morts.f90 index 9134a884..c335aef3 100644 --- a/src-converted/ie/morts.f90 +++ b/src-converted/ie/morts.f90 @@ -43,6 +43,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -151,6 +153,7 @@ SUBROUTINE MORTS ! CHECK FOR DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH !--------- ! IF THERE ARE NO TREE RECORDS, SIMPLY PROCESS THE MORTALITY ! MULTIPLIERS AND BRANCH TO END (FOR THE METHOD USED TO GET @@ -338,6 +341,12 @@ SUBROUTINE MORTS IF(SDIMAX .LT. 5)THEN WKI=P ENDIF +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -653,6 +662,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT REQUIRE ONE- ! TIME RESOLUTION. ITYPE IS A HABITAT INDEX THAT IS COMPUTED IN diff --git a/src-converted/kt/morts.f90 b/src-converted/kt/morts.f90 index f565f476..2d11b908 100644 --- a/src-converted/kt/morts.f90 +++ b/src-converted/kt/morts.f90 @@ -43,6 +43,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -146,6 +148,7 @@ SUBROUTINE MORTS ! CHECK FOR DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH !--------- ! IF THERE ARE NO TREE RECORDS, SIMPLY PROCESS THE MORTALITY ! MULTIPLIERS AND BRANCH TO END (FOR THE METHOD USED TO GET @@ -323,6 +326,12 @@ SUBROUTINE MORTS IF(SDIMAX .LT. 5)THEN WKI=P ENDIF +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -638,6 +647,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT REQUIRE ONE- ! TIME RESOLUTION. ITYPE IS A HABITAT INDEX THAT IS COMPUTED IN diff --git a/src-converted/nc/morts.f90 b/src-converted/nc/morts.f90 index 1fd9d457..f893ac76 100644 --- a/src-converted/nc/morts.f90 +++ b/src-converted/nc/morts.f90 @@ -48,6 +48,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -123,6 +125,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -507,6 +510,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -1045,6 +1054,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/oc/morts.f90 b/src-converted/oc/morts.f90 index 44a328c2..c6ecfbd8 100644 --- a/src-converted/oc/morts.f90 +++ b/src-converted/oc/morts.f90 @@ -52,6 +52,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! INCLUDE 'ORGANON.f90' @@ -134,6 +136,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -539,6 +542,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -578,7 +587,7 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1085,6 +1094,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/op/morts.f90 b/src-converted/op/morts.f90 index efbfe9f5..7cd5cdab 100644 --- a/src-converted/op/morts.f90 +++ b/src-converted/op/morts.f90 @@ -62,6 +62,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! INCLUDE 'VARCOM.f90' @@ -201,6 +203,7 @@ SUBROUTINE MORTS ! CHECK FOR DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH !--------- ! IF THERE ARE NO TREE RECORDS, SIMPLY PROCESS THE MORTALITY ! MULTIPLIERS AND BRANCH TO END (FOR THE METHOD USED TO GET @@ -474,6 +477,12 @@ SUBROUTINE MORTS ! IF (RIP.LT.0.00001) RIP=0.00001 IF (RIP.LT.0.001) RIP=0.001 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(DEBUG)WRITE(JOSTND,*)'IN MORTS EQ I,XCHECK,X,P,RIP,FINT,WKI= ', & I,XCHECK,X,P,RIP,FINT,WKI ! @@ -859,6 +868,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD RETURN END diff --git a/src-converted/sn/morts.f90 b/src-converted/sn/morts.f90 index 1e11966b..e82720ff 100644 --- a/src-converted/sn/morts.f90 +++ b/src-converted/sn/morts.f90 @@ -50,6 +50,9 @@ SUBROUTINE MORTS INCLUDE 'WORKCM.f90' ! ! +INCLUDE 'GOMPMC.f90' +! +! !OMMONS !---------- ! DEFINITIONS: @@ -87,6 +90,7 @@ SUBROUTINE MORTS INTEGER IP,ITODO,KNT2,IDMFLG,IPATH,IS,I1,I2,I3,ISPC INTEGER KNT,NTODO,I,NP,IACTK,IDATE,ISPCC,IPASS LOGICAL DEBUG,LINCL +REAL CRG,CCHG,SURVG REAL TMMSB,T85MSB,TMORE,TEMEFF,TPACLS,DBHEND,BADEAD REAL DIA0,D10,DR0,DR10,SUMDR0,SUMDR10,SUMDR10N,DR10N,D10N,SDQ0 DATA MYACTS/94,97/ @@ -476,6 +480,9 @@ SUBROUTINE MORTS ! START LOOP TO ESTIMATE SDI BASED MORTALITY RATE. ! TREES ARE PROCESSED ONE AT A TIME WITHIN A SPECIES. !---------- +! GOMPIT: recompute per-tree crown closure at tip for this cycle. +!---------- +IF(LGOMP) CALL GOMPCCH DO 50 ISPC=1,MAXSP I1=ISCT(ISPC,1) IF(I1.LE.0) GO TO 50 @@ -527,6 +534,22 @@ SUBROUTINE MORTS IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & ' RI = ',F7.5,' RN = ',F7.5,' RIP = ',F7.5) +!---------- +! GOMPIT OVERRIDE: fitted species use gompit (density-aware via crown closure +! at tip); unfit species fall back to background rate only. VARMRT skipped +! below when LGOMP. +!---------- +IF(LGOMP) THEN + IF(GHAVE(ISPC)) THEN + CRG=REAL(ICR(I))/100.0 + CCHG=CCHT(I) + CALL GOMPSURV(ISPC,CRG,CCHG,FINT,SURVG) + WKI=P*(1.0-SURVG) + ELSE + WKI=P*(1.0-(1.0-RI)**FINT) + ENDIF + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -557,7 +580,8 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +! GOMPIT owns density mortality via crown closure; skip native redistribution. +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1065,6 +1089,8 @@ SUBROUTINE MORTS CEPMRT = 0. SLPMRT = 0. TPAMRT = 0. +! GOMPIT: load coefficients + resolve species once (env-gated, SAVE-guarded). +CALL GOMPLOAD RETURN END diff --git a/src-converted/so/morts.f90 b/src-converted/so/morts.f90 index 0c704108..a5d4f5c2 100644 --- a/src-converted/so/morts.f90 +++ b/src-converted/so/morts.f90 @@ -48,6 +48,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -132,6 +134,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -509,6 +512,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -1046,6 +1055,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/tt/morts.f90 b/src-converted/tt/morts.f90 index b123df49..8d1788bb 100644 --- a/src-converted/tt/morts.f90 +++ b/src-converted/tt/morts.f90 @@ -47,6 +47,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! INCLUDE 'CALCOM.f90' @@ -150,6 +152,7 @@ SUBROUTINE MORTS ! RN = TREES/ACRE LOSS EXPRESSED AS PER YEAR LOSS !---------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -642,6 +645,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -1185,6 +1194,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/ut/morts.f90 b/src-converted/ut/morts.f90 index 3db4086d..0bf938be 100644 --- a/src-converted/ut/morts.f90 +++ b/src-converted/ut/morts.f90 @@ -48,6 +48,8 @@ SUBROUTINE MORTS ! ! INCLUDE 'WORKCM.f90' +INCLUDE 'GOMPMC.f90' +REAL CRG,SURVG ! ! !OMMONS @@ -138,6 +140,7 @@ SUBROUTINE MORTS ! SEE IF WE NEED TO DO SOME DEBUG. !----------- CALL DBCHK (DEBUG,'MORTS',5,ICYC) +IF(LGOMP) CALL GOMPCCH IF(DEBUG)WRITE(JOSTND,9000)ICYC 9000 FORMAT('ENTERING SUBROUTINE MORTS CYCLE =',I4) !---------- @@ -515,6 +518,12 @@ SUBROUTINE MORTS !---------- IF(RIP .EQ. RN) X=1.0 WKI=P*(1.0-(1.0-RIP)**FINT)*X +IF(LGOMP.AND.GHAVE(ISPC))THEN + CRG=REAL(ICR(I))/100.0 + CALL GOMPSURV(ISPC,CRG,CCHT(I),FINT,SURVG) + WKI=P*(1.0-SURVG) + IF(WKI.GT.P) WKI=P +ENDIF IF(WKI.GT.P) WKI=P IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & @@ -1053,6 +1062,7 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +CALL GOMPLOAD !---------- ! ENTRY POINT FOR LOADING MORTALITY MODEL CONSTANTS THAT ! REQUIRE ONE-TIME RESOLUTION. diff --git a/src-converted/vbase/initre.f90 b/src-converted/vbase/initre.f90 index 842ef025..e5e600fb 100644 --- a/src-converted/vbase/initre.f90 +++ b/src-converted/vbase/initre.f90 @@ -233,7 +233,7 @@ SUBROUTINE INITRE 11100,11200,11300,11400,11500,11600,11700,11800,11900,12000, & 12100,12200,12300,12400,12500,12600,12700,12800,12900,13000, & 13100,13200,13300,13400,13500,13600,13700,13800,13900,14000, & - 14100,14200,14300,14400,14500,14600,14700) & + 14100,14200,14300,14400,14500,14600,14700,14800) & , NUMBER ! ! ========== OPTION NUMBER 1: PROCESS ============================PROCESS @@ -6331,6 +6331,12 @@ SUBROUTINE INITRE ! ! ========== OPTION NUMBER 147: FIAVBC ==========================FIAVBC ! +14800 CONTINUE +! GOMPMORT: enable Greg Johnson gompit mortality (loaded in MORCON). +CALL GOMPON +IF(LKECHO)WRITE(JOSTND,9999) KEYWRD +GO TO 10 + 14700 CONTINUE LFIANVB = .TRUE. diff --git a/src-converted/vls/morts.f90 b/src-converted/vls/morts.f90 index bd2d5413..c0c6ac54 100644 --- a/src-converted/vls/morts.f90 +++ b/src-converted/vls/morts.f90 @@ -50,6 +50,9 @@ SUBROUTINE MORTS INCLUDE 'WORKCM.f90' ! ! +INCLUDE 'GOMPMC.f90' +! +! !OMMONS !---------- ! DEFINITIONS: @@ -126,6 +129,7 @@ SUBROUTINE MORTS ! RN = TREES/ACRE LOSS EXPRESSED AS PER YEAR LOSS !---------- LOGICAL DEBUG,LINCL +REAL CRG,CCHG,SURVG !----------- ! SEE IF WE NEED TO DO SOME DEBUG. !----------- @@ -455,6 +459,10 @@ SUBROUTINE MORTS ! START LOOP TO ESTIMATE SDI BASED MORTALITY RATE. ! TREES ARE PROCESSED ONE AT A TIME WITHIN A SPECIES. !---------- +! GOMPIT: recompute per-tree crown closure at tip for this cycle so the +! in-loop gompit override has current cch values. +!---------- +IF(LGOMP) CALL GOMPCCH DO 50 ISPC=1,MAXSP I1=ISCT(ISPC,1) IF(I1.LE.0) GO TO 50 @@ -527,6 +535,23 @@ SUBROUTINE MORTS IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & ' RI = ',F7.5,' RN = ',F7.5,' RIP = ',F7.5) +!---------- +! GOMPIT OVERRIDE: for species with a fitted gompit row, gompit owns +! mortality (density-aware via crown closure at tip), replacing both the +! background and SDI rates above. Unfit species fall back to background +! rate only (no SDI redistribution; VARMRT is skipped below when LGOMP). +!---------- +IF(LGOMP) THEN + IF(GHAVE(ISPC)) THEN + CRG=REAL(ICR(I))/100.0 + CCHG=CCHT(I) + CALL GOMPSURV(ISPC,CRG,CCHG,FINT,SURVG) + WKI=P*(1.0-SURVG) + ELSE + WKI=P*(1.0-(1.0-RI)**FINT) + ENDIF + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -552,7 +577,9 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +! GOMPIT owns density mortality via crown closure, so the native SDI +! redistribution (VARMRT) is bypassed when gompit is active. +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1058,6 +1085,8 @@ SUBROUTINE MORTS CEPMRT = 0. SLPMRT = 0. TPAMRT = 0. +! GOMPIT: load coefficients + resolve species once (env-gated, SAVE-guarded). +CALL GOMPLOAD RETURN END diff --git a/src-converted/vwc/morts.f90 b/src-converted/vwc/morts.f90 index e94f563d..de41c806 100644 --- a/src-converted/vwc/morts.f90 +++ b/src-converted/vwc/morts.f90 @@ -57,6 +57,9 @@ SUBROUTINE MORTS INCLUDE 'WORKCM.f90' ! ! +INCLUDE 'GOMPMC.f90' +! +! INCLUDE 'VARCOM.f90' ! !OMMONS @@ -75,6 +78,7 @@ SUBROUTINE MORTS ! MRTEQ -- MORTALITY EQUATION NUMBER !---------- LOGICAL DEBUG,LINCL +REAL CRG,CCHG,SURVG REAL PMSC(MAXSP),PRM(6),PSP(MAXSP),BM0(MAXSP) REAL BM1(MAXSP),BM2(MAXSP),BM3(MAXSP),BM4(MAXSP),BM5(MAXSP) INTEGER MYACTS(2),MORTMAP(39),PASS,MCLASS(MAXSP),ACLASS @@ -274,6 +278,7 @@ SUBROUTINE MORTS ! START LOOP TO ESTIMATE MORTALITY RATE. TREES ARE PROCESSED ! ONE AT A TIME WITHIN A SPECIES. !---------- +IF(LGOMP) CALL GOMPCCH DO 50 ISPC=1,MAXSP I1=ISCT(ISPC,1) IF(I1.LE.0) GO TO 50 @@ -422,6 +427,18 @@ SUBROUTINE MORTS ! CHANGED MINIMUM ANNUAL MORTALITY RATE (RIP) TO 0.001 TO ENSURE ! THAT STANDS DO NOT EXCEED MAXIMUM BA AND SDI. ! IF (RIP.LT.0.00001) RIP=0.00001 +!---------- +! GOMPIT OVERRIDE: replace the annual mortality rate RIP with Greg Johnson's +! gompit annual rate (1 - exp(-H)) for fitted species; the period conversion +! below then reproduces gompit period survival exactly. X=1 (gompit owns it). +!---------- +IF(LGOMP .AND. GHAVE(ISPC)) THEN + CRG=REAL(ICR(I))/100.0 + CCHG=CCHT(I) + CALL GOMPSURV(ISPC,CRG,CCHG,1.0,SURVG) + RIP=1.0-SURVG + X=1.0 +ENDIF IF (RIP.LT.0.001) RIP=0.001 WKI=P*(1.0-(1.0-RIP)**FINT)*X IF(DEBUG)WRITE(JOSTND,*)'IN MORTS EQ I,XCHECK,X,P,RIP,FINT,WKI= ', & @@ -808,6 +825,8 @@ SUBROUTINE MORTS RETURN ! ENTRY MORCON +! GOMPIT: load coefficients + resolve species once (env-gated, SAVE-guarded). +CALL GOMPLOAD RETURN END diff --git a/src-converted/ws/morts.f90 b/src-converted/ws/morts.f90 index 4bde3974..a38266e4 100644 --- a/src-converted/ws/morts.f90 +++ b/src-converted/ws/morts.f90 @@ -50,6 +50,9 @@ SUBROUTINE MORTS INCLUDE 'WORKCM.f90' ! ! +INCLUDE 'GOMPMC.f90' +! +! !OMMONS !---------- ! DEFINITIONS: @@ -76,6 +79,7 @@ SUBROUTINE MORTS ! OF TREE MORTALITY (TREES/ACRE). !---------- LOGICAL DEBUG,LINCL +REAL CRG,CCHG,SURVG INTEGER MYACTS(2) INTEGER IDMFLG,KNT,NTODO,I,NP,IACTK,IDATE,ISPCC,IPASS INTEGER I1,I2,I3,IS,IPATH,KNT2,ISPC,ITODO,IP @@ -530,6 +534,7 @@ SUBROUTINE MORTS ! START LOOP TO ESTIMATE SDI BASED MORTALITY RATE. ! TREES ARE PROCESSED ONE AT A TIME WITHIN A SPECIES. !---------- +IF(LGOMP) CALL GOMPCCH DO 50 ISPC=1,MAXSP I1=ISCT(ISPC,1) IF(I1.LE.0) GO TO 50 @@ -592,6 +597,17 @@ SUBROUTINE MORTS IF(DEBUG) WRITE(JOSTND,9070) I,D,RI,RN,RIP 9070 FORMAT('MORTALITY RATE ESTIMATES FOR TREE ',I4,', DBH = ',F6.2/ & ' RI = ',F7.5,' RN = ',F7.5,' RIP = ',F7.5) +IF(LGOMP) THEN + IF(GHAVE(ISPC)) THEN + CRG=REAL(ICR(I))/100.0 + CCHG=CCHT(I) + CALL GOMPSURV(ISPC,CRG,CCHG,FINT,SURVG) + WKI=P*(1.0-SURVG) + ELSE + WKI=P*(1.0-(1.0-RI)**FINT) + ENDIF + IF(WKI.GT.P) WKI=P +ENDIF WK2(I)=WKI !---------- ! END OF TREE LOOP. PRINT DEBUG INFO IF DESIRED. @@ -622,7 +638,7 @@ SUBROUTINE MORTS SUMTRE = 0.0 IF(RIP .EQ. RN)SUMTRE = T-TN10 IF(SUMTRE .LT. 0.0)SUMTRE=0.0 -IF(TN10 .GE. 0.1)THEN +IF(TN10 .GE. 0.1 .AND. .NOT.LGOMP)THEN CALL VARMRT(SUMTRE,DEBUG,SUMKIL) ENDIF !---------- @@ -1132,6 +1148,7 @@ SUBROUTINE MORTS CEPMRT = 0. SLPMRT = 0. TPAMRT = 0. +CALL GOMPLOAD RETURN END