From 816ef2cce3c213d2d46ced21a7eb03fa10be08d9 Mon Sep 17 00:00:00 2001 From: malmans2 Date: Mon, 10 Feb 2025 09:53:10 +0100 Subject: [PATCH 1/3] add q01 --- ...situ-glaciers-extent_uncertainty_q01.ipynb | 1314 +++++++++++++++++ 1 file changed, 1314 insertions(+) create mode 100644 Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb diff --git a/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb b/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb new file mode 100644 index 000000000..a5f972d89 --- /dev/null +++ b/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb @@ -0,0 +1,1314 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "0", + "metadata": {}, + "source": [ + "# Uncertainty of the Randolph Glacier Inventory (RGI) for year 2000 dataset in the context of glaciological and hydrological applications" + ] + }, + { + "cell_type": "markdown", + "id": "1", + "metadata": {}, + "source": [ + "Production date: 17-07-2024\n", + "\n", + "Update: 26-01-2025\n", + "\n", + "Dataset version: 6.0\n", + "\n", + "Produced by: Yoni Verhaegen and Philippe Huybrechts (Vrije Universiteit Brussel)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "2", + "metadata": {}, + "source": [ + "## 🌍 Use case: Using digitized glacier outlines and glacier extent data around the year 2000 CE for the estimation of the corresponding global glacier ice volumes and their sea level equivalent" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "3", + "metadata": {}, + "source": [ + "## ❓ Quality assessment question\n", + "* **\"What is the temporal distribution of the digitized glacier outlines, nominally provided for the year 2000 CE, and how well can they be used to estimate corresponding global glacier ice volumes?\"**" + ] + }, + { + "cell_type": "markdown", + "id": "4", + "metadata": {}, + "source": [ + "Glaciers are a major contributor to current global sea-level rise, a resource of fresh water, a potential threat of natural hazards, and an important factor for hydro-power production and runoff, as well as for recreation and tourism. A proper assessment of glacier areas, glacier characteristics, as well as their changes due to warming climatic conditions therefore plays a crucial role in dealing with these issues. In that regard, the \"[Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\" (here we use version 6.0) dataset on the Climate Data Store (CDS) provides key information with respect to glacier extent and their characteristics. The RGI dataset is a collection of digital glacier and ice cap outlines at the global scale, nominally provided for the year 2000 CE [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The data are available in both vector (a shapefile with polygons of individual glacier outlines) and raster (as gridded data with the aggregated fractional glacier areas per pixel) format. Although the goal of the dataset is to provide glacier outlines of all glaciers on Earth as close as possible to the year 2000, one of the main known issues of the dataset is the fact that the date of origin of the digitized glacier data varies substantially. This notebook investigates the corresponding temporal distribution of digitized glacier data in the vector version of the dataset and evaluates its implications for the estimation of current global glacier ice volumes using the example of Farinotti et al. (2019) [[3](https://www.nature.com/articles/s41561-019-0300-3)]. " + ] + }, + { + "cell_type": "markdown", + "id": "5", + "metadata": {}, + "source": [ + "## 📢 Quality assessment statement" + ] + }, + { + "cell_type": "markdown", + "id": "6", + "metadata": {}, + "source": [ + "```{admonition} These are the key outcomes of this assessment\n", + ":class: note\n", + "- The RGIv6.0 dataset, available on the Climate Data Store, is the most comprehensive source of glacier outlines globally for around the year 2000 CE. However, it has certain limitations, including variations in digitization dates (some glaciers were digitized before or after 2000 CE) and the fact that the data represent a single snapshot in time, making it unsuitable for assessing temporal changes or climate impacts. Additionally, some outlines are of poor quality, especially for debris-covered glaciers. These issues can lead to systematic errors in glacier volume estimates, with likely glacier volume and area underestimations for glaciers digitized after 2000 CE and overestimations for those digitized earlier.\n", + "- Despite these limitations, the systematic error at the global scale is small (<1% of the total global ice volume estimate by Farinotti et al. 2019), making the dataset reliable to be used as input data for current global glacier volume estimates. However, regional and glacier-specific errors can vary significantly due to factors like digitization time, glacier volume response time, and supraglacial debris cover. Users should carefully evaluate these factors for specific applications, including regional or glacier-specific volume estimates and other glaciological or hydrological analyses. \n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "7", + "metadata": {}, + "source": [ + "## 📋 Methodology" + ] + }, + { + "cell_type": "markdown", + "id": "8", + "metadata": {}, + "source": [ + "### Dataset description" + ] + }, + { + "cell_type": "markdown", + "id": "9", + "metadata": {}, + "source": [ + "The dataset of the glaciers distribution on the Climate Data Store (CDS) is an almost complete collection of digital glacier and ice cap outlines and their geometrical/hypsometrical characteristics from various data sources at the global scale [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The dataset on the CDS is considered a snapshot of glacier outlines around the year 2000 CE, assembled mainly from satellite images, and is based on the Randolph Glacier Inventory (RGI), which is currently the most complete dataset of glacier outlines. Simply stated, the glaciers in the dataset were automatically classified using the distinctive spectral reflectance signatures of snow and ice. During post-processing, raw glacier outlines are quality checked and manually corrected if required (e.g. in the case of a supraglacial debris cover). The vector part of the dataset divides the glaciers into separate RGI regions, i.e. there are 19 of those regions (\"clusters\" of glaciers) in RGIv6.0. The raster version of the data contains aggregated fractional glacier areas for each pixel of 1 by 1 degree but does not provide sufficient information to separate glaciers into distinct RGI regions. For a more detailed description of the data acquisition and processing methods, we refer to the [documentation on the CDS](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/display/CKB/Glacier+Area) (Copernicus Knowledge Base)." + ] + }, + { + "cell_type": "markdown", + "id": "10", + "metadata": {}, + "source": [ + "### Structure and (sub)sections" + ] + }, + { + "cell_type": "markdown", + "id": "11", + "metadata": {}, + "source": [ + "- Data preparation and processing\n", + "- The (area-weighted) mean year of digitization of glacier data\n", + "- An attempt to quantify potential glacier volume and area over or underestimation due to misdated outlines\n", + "- Other potential sources of error and uncertainty" + ] + }, + { + "cell_type": "markdown", + "id": "12", + "metadata": {}, + "source": [ + "## 📈 Analysis and results" + ] + }, + { + "cell_type": "markdown", + "id": "13", + "metadata": {}, + "source": [ + "### Data preparation and processing" + ] + }, + { + "cell_type": "markdown", + "id": "14", + "metadata": {}, + "source": [ + "First we load the packages:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "15", + "metadata": {}, + "outputs": [], + "source": [ + "import fsspec\n", + "import geopandas as gpd\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import regionmask\n", + "import cartopy.crs as ccrs\n", + "import math\n", + "import cartopy.feature as cfeature\n", + "import matplotlib.ticker as mticker\n", + "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", + "import numpy as np\n", + "import xesmf as xe\n", + "import xarray as xr\n", + "from scipy.optimize import curve_fit\n", + "import os\n", + "from c3s_eqc_automatic_quality_control import download\n", + "plt.style.use(\"seaborn-v0_8-notebook\")\n", + "\n", + "############### PLEASE DELETE THE LINE BELOW BEFORE PUBLICATION ###############\n", + "os.environ[\"CDSAPI_RC\"] = os.path.expanduser(\"~/verhaegen_yoni/.cdsapirc\")\n", + "############### PLEASE DELETE THE LINE ABOVE BEFORE PUBLICATION ###############" + ] + }, + { + "cell_type": "markdown", + "id": "16", + "metadata": {}, + "source": [ + "Then we define requests for download from the CDS:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "17", + "metadata": {}, + "outputs": [], + "source": [ + "# Glacier extent data\n", + "\n", + "request_extent = (\n", + " \"insitu-glaciers-extent\",\n", + " {\n", + " \"variable\": [\"glacier_area\"],\n", + " \"product_type\": [\"vector\"],\n", + " \"version\": \"rgi_6_0\"\n", + " },\n", + ")\n", + "\n", + "# Glacier mass change data\n", + "\n", + "period_start = \"1975_1976\"\n", + "period_stop = \"2020_2021\"\n", + "assert all(\"_\" in period and len(period) == 9 for period in (period_start, period_stop))\n", + "y0_start, y1_start = map(int, period_start.split(\"_\"))\n", + "y0_stop, y1_stop = map(int, period_stop.split(\"_\"))\n", + "\n", + "request_mass_change = (\n", + " \"derived-gridded-glacier-mass-change\",\n", + " {\n", + " \"variable\": \"glacier_mass_change\",\n", + " \"product_version\": \"wgms_fog_2022_09\",\n", + " \"format\": \"zip\",\n", + " \"hydrological_year\": [\n", + " f\"{y0}_{str(y1)[-2:]}\"\n", + " for y0, y1 in zip(\n", + " range(y0_start, y0_stop + 1), range(y1_start, y1_stop + 1)\n", + " )\n", + " ],\n", + " },\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "18", + "metadata": {}, + "source": [ + "Next, we download the data. \n", + "\n", + "🚨 **The files can be large! Since the data files to be downloaded and manipulated have a considerable size, this may therefore take a couple of minutes.**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "19", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading and handling glacier extent data from the CDS, this may take a couple of minutes...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:00<00:00, 11.52it/s]\n", + " " + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading glacier mass change data from the CDS...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:01<00:00, 1.91s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Download completed.\n" + ] + } + ], + "source": [ + "# Get glacier extent data: takes a couple of minutes\n", + "\n", + "print(\"Downloading and handling glacier extent data from the CDS, this may take a couple of minutes...\")\n", + "df = download.download_and_transform(*request_extent).to_pandas()\n", + "gdf = gpd.GeoDataFrame(\n", + " df,\n", + " geometry=gpd.points_from_xy(df[\"CENLON\"], df[\"CENLAT\"]),\n", + " crs=\"EPSG:4326\",\n", + ")\n", + "\n", + "print(\"Downloading glacier mass change data from the CDS...\")\n", + "# Get glacier mass change data\n", + "ds = download.download_and_transform(\n", + " *request_mass_change,\n", + ")\n", + "print(\"Download completed.\")" + ] + }, + { + "cell_type": "markdown", + "id": "20", + "metadata": {}, + "source": [ + "We define the functions to be used:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "21", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_map(gdf, var_name=None, label=None, title=None, **kwargs):\n", + " fig = plt.figure(figsize=(20,10))\n", + " kwargs = {\"markersize\": 1, \"legend\": var_name is not None} | kwargs\n", + " if var_name:\n", + " kwargs = {\"c\": var_name, \"column\": var_name} | kwargs\n", + " if var_name == \"year\":\n", + " kwargs.setdefault(\"legend_kwds\", {\"shrink\": 0.49, \"extend\": \"both\"})\n", + " if label is not None and var_name == \"year\":\n", + " kwargs[\"legend_kwds\"].setdefault(\"label\", label)\n", + " ax = plt.axes(projection=ccrs.PlateCarree())\n", + " ax.coastlines()\n", + " ax.add_feature(cfeature.LAND,color='w')\n", + " ax.add_feature(cfeature.OCEAN)\n", + " ax.add_feature(cfeature.BORDERS,linewidth=0.25,alpha=0.5)\n", + " gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", + " linewidth=0.5, color='gray', alpha=0.5, linestyle='--')\n", + " gl.xformatter = LONGITUDE_FORMATTER\n", + " gl.yformatter = LATITUDE_FORMATTER\n", + " gdf.plot(ax=ax, **kwargs)\n", + " ax.axis(\"off\")\n", + " if title:\n", + " ax.set_title(title, fontsize=15)\n", + " return ax\n", + "\n", + "def weighted_average(df, field_name, weights_name):\n", + " df = df[df[field_name].notnull() & df[weights_name].notnull()]\n", + " weights = df[weights_name]\n", + " return (df[field_name] * weights).sum() / weights.sum()\n", + "\n", + "def myExpFunc(x, a, b):\n", + " return a * np.power(x, b)" + ] + }, + { + "cell_type": "markdown", + "id": "22", + "metadata": {}, + "source": [ + "Lastly, we can read and inspect the data. Let us print out the data to inspect its structure:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "23", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
C3S_IDRGIIDGLIMSIDBGNDATEENDDATECENLONCENLATO1REGIONO2REGIONAREAZMINZMAXZMEDSLOPEASPECTLMAXNAMEgeometry
index
0C3S_000001RGI60-01.00001G213177E63689N20090703-9999999-146.823063.6890120.36019362725238542.0346839NonePOLYGON ((-146.81804 63.69081, -146.81768 63.6...
1C3S_000002RGI60-01.00002G213332E63404N20090703-9999999-146.668063.4040120.55817132144200516.01621197NonePOLYGON ((-146.66354 63.40764, -146.66344 63.4...
2C3S_000003RGI60-01.00003G213920E63376N20090703-9999999-146.080063.3760121.68516092182186818.01752106NonePOLYGON ((-146.07232 63.38348, -146.07232 63.3...
3C3S_000004RGI60-01.00004G213880E63381N20090703-9999999-146.120063.3810123.68112732317194419.01954175NonePOLYGON ((-146.14895 63.37919, -146.14881 63.3...
4C3S_000005RGI60-01.00005G212943E63551N20090703-9999999-147.057063.5510122.57314942317191416.01812981NonePOLYGON ((-147.04307 63.55024, -147.04483 63.5...
.........................................................
216424C3S_216425RGI60-19.02748G322268E53986S20020502-9999999-37.7325-53.98601930.042310510-99929.9315255NonePOLYGON ((-37.73275 -53.98779, -37.73328 -53.9...
216425C3S_216426RGI60-19.02749G323864E54831S20030207-9999999-36.1361-54.83101930.567330830-99923.62001130NonePOLYGON ((-36.13834 -54.82735, -36.13826 -54.8...
216426C3S_216427RGI60-19.02750G322698E54188S20030207-9999999-37.3018-54.18841934.118101110-99916.83084329NonePOLYGON ((-37.29309 -54.17506, -37.29308 -54.1...
216427C3S_216428RGI60-19.02751G269573E68866S19870101-9999999-90.4266-68.86561910.011170270-9990.4122106AQ6C10200013POLYGON ((-90.42751 -68.8649, -90.42719 -68.86...
216428C3S_216429RGI60-19.02752G037714E46897S19660301-999999937.7140-46.89721940.5289701170-9999.635-9ZA6C40100001 Ice PlateauPOLYGON ((37.7162 -46.89403, 37.71674 -46.894,...
\n", + "

216429 rows × 18 columns

\n", + "
" + ], + "text/plain": [ + " C3S_ID RGIID GLIMSID BGNDATE ENDDATE \\\n", + "index \n", + "0 C3S_000001 RGI60-01.00001 G213177E63689N 20090703 -9999999 \n", + "1 C3S_000002 RGI60-01.00002 G213332E63404N 20090703 -9999999 \n", + "2 C3S_000003 RGI60-01.00003 G213920E63376N 20090703 -9999999 \n", + "3 C3S_000004 RGI60-01.00004 G213880E63381N 20090703 -9999999 \n", + "4 C3S_000005 RGI60-01.00005 G212943E63551N 20090703 -9999999 \n", + "... ... ... ... ... ... \n", + "216424 C3S_216425 RGI60-19.02748 G322268E53986S 20020502 -9999999 \n", + "216425 C3S_216426 RGI60-19.02749 G323864E54831S 20030207 -9999999 \n", + "216426 C3S_216427 RGI60-19.02750 G322698E54188S 20030207 -9999999 \n", + "216427 C3S_216428 RGI60-19.02751 G269573E68866S 19870101 -9999999 \n", + "216428 C3S_216429 RGI60-19.02752 G037714E46897S 19660301 -9999999 \n", + "\n", + " CENLON CENLAT O1REGION O2REGION AREA ZMIN ZMAX ZMED SLOPE \\\n", + "index \n", + "0 -146.8230 63.6890 1 2 0.360 1936 2725 2385 42.0 \n", + "1 -146.6680 63.4040 1 2 0.558 1713 2144 2005 16.0 \n", + "2 -146.0800 63.3760 1 2 1.685 1609 2182 1868 18.0 \n", + "3 -146.1200 63.3810 1 2 3.681 1273 2317 1944 19.0 \n", + "4 -147.0570 63.5510 1 2 2.573 1494 2317 1914 16.0 \n", + "... ... ... ... ... ... ... ... ... ... \n", + "216424 -37.7325 -53.9860 19 3 0.042 310 510 -999 29.9 \n", + "216425 -36.1361 -54.8310 19 3 0.567 330 830 -999 23.6 \n", + "216426 -37.3018 -54.1884 19 3 4.118 10 1110 -999 16.8 \n", + "216427 -90.4266 -68.8656 19 1 0.011 170 270 -999 0.4 \n", + "216428 37.7140 -46.8972 19 4 0.528 970 1170 -999 9.6 \n", + "\n", + " ASPECT LMAX NAME \\\n", + "index \n", + "0 346 839 None \n", + "1 162 1197 None \n", + "2 175 2106 None \n", + "3 195 4175 None \n", + "4 181 2981 None \n", + "... ... ... ... \n", + "216424 315 255 None \n", + "216425 200 1130 None \n", + "216426 308 4329 None \n", + "216427 122 106 AQ6C10200013 \n", + "216428 35 -9 ZA6C40100001 Ice Plateau \n", + "\n", + " geometry \n", + "index \n", + "0 POLYGON ((-146.81804 63.69081, -146.81768 63.6... \n", + "1 POLYGON ((-146.66354 63.40764, -146.66344 63.4... \n", + "2 POLYGON ((-146.07232 63.38348, -146.07232 63.3... \n", + "3 POLYGON ((-146.14895 63.37919, -146.14881 63.3... \n", + "4 POLYGON ((-147.04307 63.55024, -147.04483 63.5... \n", + "... ... \n", + "216424 POLYGON ((-37.73275 -53.98779, -37.73328 -53.9... \n", + "216425 POLYGON ((-36.13834 -54.82735, -36.13826 -54.8... \n", + "216426 POLYGON ((-37.29309 -54.17506, -37.29308 -54.1... \n", + "216427 POLYGON ((-90.42751 -68.8649, -90.42719 -68.86... \n", + "216428 POLYGON ((37.7162 -46.89403, 37.71674 -46.894,... \n", + "\n", + "[216429 rows x 18 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "24", + "metadata": {}, + "source": [ + "As can be seen above, the data includes attribute information for each individual glacier (i.e. digitized polygon) in the vector-type dataset. Important for this notebook are the `BGNDATE` and `ENDDATE` columns (YYYYMMDD format), which contain information about the time of digitization of the specific glacier. As can already be seen, for some glaciers (part of) these data are missing and filled by `-9999999`. We will use this information below." + ] + }, + { + "cell_type": "markdown", + "id": "25", + "metadata": {}, + "source": [ + "### The (area-weighted) mean year of digitization of glacier data" + ] + }, + { + "cell_type": "markdown", + "id": "26", + "metadata": {}, + "source": [ + "We can begin to answer the user question by extracting information from the attribute table of the downloaded shapefile. For some glaciers the outline is composed from several scenes over multiple years implying that a begin date (attribute \"`BGNDATE`\") and an end date (attribute \"`ENDDATE`\") is given in the attribute table in YYYYMMDD format (if both are available). For these glaciers, we calculate the mean of the begin and end year:\n", + "\n", + "$\n", + "year_t = \\textstyle\\dfrac{BGNDATE_t + ENDDATE_t}{2}\\ \n", + "$\n", + "\n", + "For other glaciers, we take the `BGNDATE` only:\n", + "\n", + "$\n", + "year_ t = BGNDATE_t\n", + "$\n", + "\n", + "This results in the following plot:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "27", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Convert dates from string to datetime, and add digitalization year\n", + "columns = []\n", + "for column in (\"BGNDATE\", \"ENDDATE\"):\n", + " years = gdf[column].str[:4]\n", + " months = gdf[column].str[4:6].replace(\"99\", \"01\")\n", + " days = gdf[column].str[6:8].replace(\"99\", \"01\")\n", + " date = years + months + days\n", + " date = date.where(~date.str.startswith(\"-\"))\n", + " columns.append(pd.to_datetime(date))\n", + "dates = pd.DataFrame(columns).mean()\n", + "year = dates.dt.year.astype(\"Int64\")\n", + "gdf[\"decimal_year\"] = year + (dates.dt.dayofyear - 1) / (365 + dates.dt.is_leap_year)\n", + "gdf[\"year\"] = year\n", + "\n", + "# Get data from years\n", + "size = gdf.set_index(\"year\").groupby(\"year\").size()\n", + "size = size.reindex(range(gdf[\"year\"].min(), gdf[\"year\"].max() + 1), fill_value=0)\n", + "missing = gdf[\"year\"].isnull().sum()\n", + "missing_perc = 100 * (missing / len(gdf[\"year\"]))\n", + "# Get some statistics\n", + "n_glaciers = len(gdf)\n", + "total_area = gdf[\"AREA\"].sum()\n", + "# Plot data\n", + "ax = size.plot.bar(\n", + " figsize=(15, 5),\n", + " grid=True,\n", + " width=0.9,\n", + " ylabel=\"Number of glaciers sampled\",\n", + " xlabel=r\"Time of digitization $year_t$ (CE)\",\n", + ")\n", + "_ = ax.text(\n", + " 0.015,\n", + " 0.87,\n", + " f\"Date of digitization data (both BGNDATE and ENDDATE) are completely missing for {missing} glaciers or {missing_perc:.2f}% of the dataset.\",\n", + " transform=ax.transAxes,\n", + " bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"},\n", + ");\n", + "_ = ax.text(\n", + " 0.015,\n", + " 0.935,\n", + " f\"A total number of {n_glaciers} glaciers is present in the dataset, covering a total area of {total_area:.2f} km².\",\n", + " transform=ax.transAxes,\n", + " bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"},\n", + ");\n", + "ax.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n", + "ax.set_title(\"Frequency of the year of digitization in the RGIv6.0 dataset\",fontsize=15);" + ] + }, + { + "cell_type": "markdown", + "id": "28", + "metadata": {}, + "source": [ + "*
Figure 1. Time of digitization for the glaciers in the glacier extent dataset (RGIv6.0).
*" + ] + }, + { + "cell_type": "markdown", + "id": "29", + "metadata": {}, + "source": [ + "Let us check the spatial distribution of the year of digitization for each glacier in the dataset. We therefore produce a world map where every dot represents a glacier, that is colored according to its year of digitization. Glaciers with missing data are not plotted:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "30", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cmap = mpl.cm.turbo\n", + "def round_up_to_10(num):\n", + " return math.ceil(num / 10) * 10\n", + "year2 = year.dropna()\n", + "year_rounded_up = year2.apply(round_up_to_10)\n", + "norm = mpl.colors.BoundaryNorm(range(np.min((year // 10) * 10), np.max(year_rounded_up)+1, 10), cmap.N)\n", + "ax = plot_map(\n", + " gdf,\n", + " var_name=\"year\",\n", + " cmap=cmap,\n", + " norm=norm,\n", + " label=r\"Time of digitization $year_t$ (CE)\",\n", + " title=\"Glacier distribution around the year 2000 according to the RGI v6.0\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "31", + "metadata": {}, + "source": [ + "*
Figure 2. Spatial distribution of the time of digitization for the glaciers in the glacier extent dataset (RGIv6.0).
*" + ] + }, + { + "cell_type": "markdown", + "id": "32", + "metadata": {}, + "source": [ + "From the above plots, it becomes clear that not all glaciers are digitized in the year 2000 CE. Although the dataset is intended to be a snapshot of the world’s glaciers as they were near the beginning of the 21$^{st}$ century, the user must keep in mind that the range of digitization dates is substantial. This means that the outlines do not all lie in between the same time frame, which is a main issue of the dataset. The figures above demonstrate that most outlines originate from the period between 2000 and 2010 CE. However, for some areas like New Zealand, the Caucasus or the western United States, the glacier outlines date back to the 1970s or earlier. The user should take note of that before using a specific glacier outline. \n", + "\n", + "Let us now calculate the (area-weighted) mean time of digitization for all RGI regions:\n", + "\n", + "- Arithmetic mean:\n", + "$\n", + "\\overline{year}_a = \\textstyle\\dfrac{1}{{n\\in \\text{region}}}{\\sum\\limits_{i=1}^{n\\in \\text{region}} year_{t,i}}\n", + "$\n", + "with \n", + "$\n", + "n\n", + "$\n", + "the total number of glaciers and $year_t$ the time of digitization for glacier $i$ as calculated above.\n", + "\n", + "- Area-weighted mean:\n", + "$\n", + "\\overline{year}_w = \\left(\\dfrac{1}{\\sum\\limits_{i=1}^{n\\in \\text{region}} A_i}\\right) \\sum\\limits_{i=1}^{n\\in \\text{region}} \\left(A_i * year_{t,i}\\right)\n", + "$\n", + "where\n", + "$\n", + "A_i\n", + "$\n", + "is the glacier area for glacier $i$ [km²].\n", + "\n", + "This results in the following plot:" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "33", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Extract region number from RGIID\n", + "gdf[\"region\"] = gdf[\"RGIID\"].str[6:8].astype(int)\n", + "\n", + "# Group by region and calculate total area\n", + "grouped = gdf[[\"year\", \"decimal_year\", \"AREA\", \"region\"]].groupby(\"region\")\n", + "ungrouped = gdf[[\"year\", \"decimal_year\", \"AREA\", \"region\"]]\n", + "total_area = grouped[\"AREA\"].sum()\n", + "\n", + "# Calculate means\n", + "means = {\n", + " \"Arithmetic\": grouped[\"decimal_year\"].mean(),\n", + " \"Area-weighted\": grouped.apply(\n", + " weighted_average, \"decimal_year\", \"AREA\", include_groups=False\n", + " ),\n", + "}\n", + "\n", + "# Ensure regions are correctly defined as an array\n", + "regions = np.array(list(grouped.groups.keys())) # Extract regions as a sorted array\n", + "\n", + "# Extract the means\n", + "arithmetic_means = means[\"Arithmetic\"]\n", + "area_weighted_means = means[\"Area-weighted\"]\n", + "\n", + "# Define bar width and positions\n", + "bar_width = 0.4\n", + "r1 = regions - bar_width / 2 # Positions for arithmetic bars\n", + "r2 = regions + bar_width / 2 # Positions for area-weighted bars\n", + "\n", + "# Create the bar plot\n", + "plt.figure(figsize=(12, 6))\n", + "plt.bar(r1, arithmetic_means, width=bar_width, color='blue', label='Arithmetic')\n", + "plt.bar(r2, area_weighted_means, width=bar_width, color='red', label='Area-weighted')\n", + "\n", + "# Add labels, title, and legend\n", + "plt.xlabel(\"RGI region number\")\n", + "plt.ylabel(r\"Year of digitization $\\overline{year}_a$ or $\\overline{year}_w$ (CE)\")\n", + "plt.title(\"The (area-weighted) mean year of digitization per RGI region\", fontsize=15)\n", + "plt.xticks(regions) # Ensure x-ticks match region numbers\n", + "plt.ylim(1975, 2015) # Replace 1980 and 2020 with your desired range\n", + "plt.legend()\n", + "\n", + "# Add text box with statistics\n", + "textstr = '\\n'.join((\n", + " 'The global arithmetic mean year of digitization is %.1f CE' % (gdf[\"decimal_year\"].mean(), ),\n", + " 'The global area-weighted mean year of digitization is %.1f CE' % (means[\"Area-weighted\"].mean()),\n", + "))\n", + "plt.text(min(regions) - 1.1, min(arithmetic_means) + 34, textstr, bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"})\n", + "\n", + "# Add grid and show plot\n", + "plt.grid(color='#95a5a6', linestyle='-', alpha=0.25, axis='y') # Grid only on y-axis\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "34", + "metadata": {}, + "source": [ + "*
Figure 3. Arithmetic and area-weighted mean year of digitization for the glaciers in each RGI region of the glacier extent dataset.
*" + ] + }, + { + "cell_type": "markdown", + "id": "35", + "metadata": {}, + "source": [ + "We observe that at the global scale, the area-weighted average of the year of digitization is close to 2001 CE, which only slightly differs in time from the nominally stated dataset reference time (i.e. 2000 CE). However, the (area-weighted) average of the time of digitization varies notably across the different RGI regions: for New Zealand (RGI region 18), for example, the area-weighted average is only 1978 CE." + ] + }, + { + "cell_type": "markdown", + "id": "36", + "metadata": {}, + "source": [ + "### How well can the data be used to estimate current global glacier ice volumes?" + ] + }, + { + "cell_type": "markdown", + "id": "37", + "metadata": {}, + "source": [ + "#### Recent glacier area and volume change trends" + ] + }, + { + "cell_type": "markdown", + "id": "38", + "metadata": {}, + "source": [ + "Going back to our specific use case, it is worth noting that several methods exist in the literature to derive ice thickness and ice volume estimates of glaciers at different spatial scales, of which the most well-known procedures are the volume-area scaling method, numerical modelling, and the estimation of ice thicknesses from surface characteristics and the principle of ice dynamics. These methods, however, strongly rely on the precise determination of the glacier surface area (and hypsometry) as input data to derive total ice volume estimates. \n", + "\n", + "Farinotti et al. (2019), for example, used the RGIv6.0 dataset to derive a global glacier ice volume of 158.17 ± 41.03 × 10³ km³, noting the heavy reliance on accurate glacier surface area data [[3](https://www.nature.com/articles/s41561-019-0300-3)]. Other studies, including Huss and Farinotti (2012) and Marzeion et al. (2012), have similarly highlighted input data uncertainties with respect to the glacier area in ice volume estimates [[4](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2012JF002523), [5](https://tc.copernicus.org/articles/6/1295/2012/)]. The main concern here is that the glacierized area has decreased significantly during the last several decades, with global glacier area decreasing at rates of -0.18% to -0.34% per year and median retreat rates of 7.4 m per year [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681), [7](https://www.sciencedirect.com/science/article/pii/S1674927820300058), [8](https://tc.copernicus.org/articles/8/659/2014/)]. These changes suggest a potential overestimation of volumes for glaciers digitized before 2000 CE and an underestimation elsewhere. The suitability of RGI outlines for current volume estimates therefore primarily depends on (1) the deviation of the time since digitization from 2000 CE and (2) the significance of glacier area/volume changes during that period, and are secondarily influenced by the local climate and specific glacier geometries." + ] + }, + { + "cell_type": "markdown", + "id": "39", + "metadata": {}, + "source": [ + "#### An attempt to quantify potential glacier volume over or underestimation due to misdated outlines" + ] + }, + { + "cell_type": "markdown", + "id": "40", + "metadata": {}, + "source": [ + "It is difficult to quantify the potential volume over or underestimation due to misdated outlines for each glacier in the dataset. However, we can get an idea of the regional glacier volume under/overestimation for 2000 CE by using other datasets that are available on the CDS. The goal is thus to obtain values for the regional glacier volume change between the year 2000 CE and the area-weighted mean year of digitization of that region $\\overline{year}_w$ (which is thus equivalent to the potential volume over or underestimation relative to the year 2000 CE), denoted with the symbol $dV_{\\text{region}}^{2000,\\overline{\\text{year}}_w}$. \n", + "\n", + "To get an idea of these glacier volume changes $dV_{\\text{region}}^{2000,\\overline{year}_w}$, we can make use of the \"[Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview)\" dataset that is on the CDS. This dataset estimates the gridded yearly mass change of glacier ice $dM/dt$ in Gt yr$^{-1}$, which can be converted to glacier volume changes $dV/dt$ with units of km$^3$ yr$^{-1}$ of ice. We therefore calculate the volume change between 2000 CE and the area-weighted average year of digitization for a certain RGI region ($\\overline{year}_w$) to get a total volume change for that specific RGI region $dV_{\\text{region}}^{2000,\\overline{year}_w}$. If ${{\\overline{year}_w}}$ is a decimal (fractional) year, we use linear interpolation to find the interpolated glacier mass and volume change: \n", + "\n", + "$ \n", + "dV_{\\text{region}}^{2000,\\overline{year}_w} \\text{ [km}^3\\text{]} = \n", + "\\begin{cases} \n", + "\\left(\\sum\\limits_{i=2000}^{\\lceil \\overline{year}_w \\rceil} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{{region}}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\lceil \\overline{year}_w \\rceil - \\overline{year}_w \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lceil \\overline{year}_w \\rceil} \\right) \\right] & \\text{if } \\overline{year}_w > 2000 \\\\ \n", + "\\left(\\sum\\limits_{i=\\lfloor \\overline{year}_w \\rfloor}^{2000} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\overline{year}_w - \\lfloor \\overline{year}_w \\rfloor \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lfloor \\overline{year}_w \\rfloor} \\right) \\right] & \\text{if } \\overline{year}_w < 2000 \n", + "\\end{cases} \n", + "$\n", + "\n", + "Here, we further assume a density $\\rho_i$ of 850 kg m$^{-3}$ for the mass to volume conservation of glaciers [[9](https://tc.copernicus.org/articles/7/877/2013/tc-7-877-2013.html)]. This may look like a complicated formula, but the principle is simple: for each RGI region, we simply sum the mass (and hence volume) changes over all spatial pixels between the year 2000 CE and the area-weighted year of digitization $(\\overline{year}_w)$:\n", + "- If $(\\overline{year}_w)$ is an integer, the second part of the formula (after the minus sign) drops out.\n", + "- If $(\\overline{year}_w)$ is not an integer, the formula adjusts for the fractional part of the year:\n", + " - If $(\\overline{year}_w)$ > 2000, it uses the fraction between $(\\overline{year}_w)$ and $(\\lceil \\overline{year}_w \\rceil)$, where $\\lceil \\cdot \\rceil$ denotes the ceiling function, which rounds a number up to the nearest integer.\n", + " - If $(\\overline{year}_w)$ < 2000, it uses the fraction between $(\\lfloor \\overline{year}_w \\rfloor)$ and $(\\overline{year}_w)$, where $\\lfloor \\cdot \\rfloor$ denotes the floor function, which rounds a number down to the nearest integer.\n", + "\n", + "Now that we have all information to derive values for $ dV_{\\text{region}}^{2000,\\overline{year}_w}$, let us apply this to the 19 different RGI regions in the RGIv6.0 data:" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "41", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The volume estimate in RGI region 1 for the year 2000 CE is underestimated by 599.82 km³.\n", + "The volume estimate in RGI region 2 for the year 2000 CE is underestimated by 25.83 km³.\n", + "The volume estimate in RGI region 3 for the year 2000 CE is underestimated by 14.31 km³.\n", + "The volume estimate in RGI region 4 for the year 2000 CE is underestimated by 32.56 km³.\n", + "The volume estimate in RGI region 5 for the year 2000 CE is underestimated by 50.51 km³.\n", + "The volume estimate in RGI region 6 for the year 2000 CE is underestimated by 0.09 km³.\n", + "The volume estimate in RGI region 7 for the year 2000 CE is underestimated by 100.18 km³.\n", + "The volume estimate in RGI region 8 for the year 2000 CE is underestimated by 12.76 km³.\n", + "The volume estimate in RGI region 9 for the year 2000 CE is underestimated by 78.40 km³.\n", + "The volume estimate in RGI region 10 for the year 2000 CE is underestimated by 11.96 km³.\n", + "The volume estimate in RGI region 11 for the year 2000 CE is underestimated by 5.30 km³.\n", + "The volume estimate in RGI region 12 for the year 2000 CE is overestimated by 2.12 km³.\n", + "The volume estimate in RGI region 13 for the year 2000 CE is underestimated by 63.60 km³.\n", + "The volume estimate in RGI region 14 for the year 2000 CE is underestimated by 3.90 km³.\n", + "The volume estimate in RGI region 15 for the year 2000 CE is underestimated by 27.86 km³.\n", + "The volume estimate in RGI region 16 for the year 2000 CE is underestimated by 4.33 km³.\n", + "The volume estimate in RGI region 17 for the year 2000 CE is underestimated by 15.78 km³.\n", + "The volume estimate in RGI region 18 for the year 2000 CE is overestimated by 3.75 km³.\n", + "The volume estimate in RGI region 19 for the year 2000 CE is underestimated by 248.11 km³.\n", + "\n", + "The volume estimate at the global scale for the year 2000 CE is underestimated by 1289.42 km³.\n" + ] + } + ], + "source": [ + "# Mask data for RGI regions\n", + "regions = gdf[\"RGIID\"].str[6:8].astype(int)\n", + "da = regions.to_xarray().assign_coords(\n", + " lon=gdf[\"CENLON\"].to_xarray(),\n", + " lat=gdf[\"CENLAT\"].to_xarray(),\n", + ")\n", + "regridder = xe.Regridder(da, ds, locstream_in=True, method=\"nearest_s2d\")\n", + "mask_2d = regridder(da)\n", + "mask = xr.concat(\n", + " [(mask_2d == region).expand_dims(region=[region]) for region in regions.unique()],\n", + " \"region\",\n", + ")\n", + "ds = ds.where(mask)\n", + "\n", + "# Compute cumulative fields\n", + "ds[\"time\"] = ds[\"time\"].dt.year\n", + "ds[\"time\"].attrs |= {\"long_name\": \"Time\", \"units\": \"yr\"}\n", + "for da in ds.data_vars.values():\n", + " da.attrs[\"units\"] += \" $yr^{-1}$\"\n", + " da.attrs[\"long_name\"] = da.attrs[\"long_name\"].replace(\"_\", \" \").title()\n", + "\n", + "# Mass change\n", + "cumulative = (ds[\"Glacier\"].sum((\"latitude\",\"longitude\"),keep_attrs=True)).cumsum(\"time\")\n", + "cumulative.attrs = {\n", + " \"units\": ds[\"Glacier\"].attrs[\"units\"].split()[0],\n", + " \"long_name\": f\"Cumulative {ds['Glacier'].attrs['long_name']}\",\n", + "}\n", + "ds[\"Cumulative\"] = cumulative\n", + " \n", + "# Calculate volume under or overestimation\n", + "year = 2000\n", + "original = ds.reset_coords()[\"Cumulative\"]\n", + "interpolated = original.interp(time=means[\"Area-weighted\"].to_xarray())\n", + "estimate = (1/0.850) * (interpolated - original.sel(time=year)).compute()\n", + "# Do the loop\n", + "for region, result in zip(estimate.region.values, estimate.values):\n", + " print(\n", + " f\"The volume estimate in RGI region {region:>2}\"\n", + " f\" for the year {year} CE is\"\n", + " f\" {'under' if result < 0 else 'over':>5}estimated\"\n", + " f\" by {abs(float(result)):.2f} km³.\"\n", + " )\n", + "\n", + "total = estimate.sum()\n", + "print(\n", + " f\"\\nThe volume estimate at the global scale\"\n", + " f\" for the year {year} CE is\"\n", + " f\" {'under' if result <0 else 'over'}estimated\"\n", + " f\" by {abs(float(total)):.2f} km³.\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "42", + "metadata": {}, + "source": [ + "Or when plotted:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "43", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define regions\n", + "regions = np.arange(1, max(gdf[\"region\"]) + 1) # Create an array of region numbers\n", + "# Create the bar plot\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "ax.bar(regions, estimate.values, color='black', label='Volume over/underestimation')\n", + "# Set plot labels and title\n", + "ax.set_xlabel(\"RGI region number\")\n", + "ax.set_ylabel(\"Volume over/underestimation $dV_{{region}}^{2000,\\overline{year}_w}$ (km$^3$)\")\n", + "ax.set_title(\"Glacier volume over or underestimation per RGI region w.r.t. 2000 CE\", fontsize=15)\n", + "# Set x-ticks, grid, and x-limits\n", + "ax.set_xticks(regions) # Ensure x-ticks match the region numbers\n", + "ax.grid(color='#95a5a6', linestyle='-', alpha=0.25, axis='y') # Add gridlines only on the y-axis\n", + "ax.set_xlim(1, max(regions)) # Adjust the x-axis limits to match region numbers\n", + "# Add legend (optional)\n", + "ax.legend()\n", + "# Show the plot\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "44", + "metadata": {}, + "source": [ + "*Figure 4. Total volume over or underestimation compared to the year 2000 CE for the glaciers in each RGI region of the glacier extent dataset (RGv6.0).*" + ] + }, + { + "cell_type": "markdown", + "id": "45", + "metadata": {}, + "source": [ + "In the plot above, negative values indicate an underestimation. It is clear that especially RGI regions 1 (Alaska) and 19 (Antarctic and Subantarctic) exhibit a relatively large underestimation of the total glacier ice volume, mainly due to their large deviation of the area-weighted average year of digitization to the year 2000 CE, as well as the large glacier ice volume changes during this corresponding period. At the global scale, glacier ice volume estimates would exhibit an underestimation of ca. 1300 km³ due to misdated glacier outlines, which is only ca. 0.8% of the total glacier ice volume estimate by Farinotti et al. (2019). Glacier ice volumes are only overestimated in RGI regions 12 (Caucasus and Middle East) and 18 (New Zealand). Percentage-wise, the highest deviation relative to the total glacier ice volume in a certain region occurs in RGI region 10 (North Asia ~ in the order of 8%). At the global scale, the above obtained deviation related to the misdated glacier outlines from RGIv6.0 is thus relatively low when compared to the total global glacier ice volume estimate from Farinotti et al. (2019), implying that the dataset is well-suited to estimate current global glacier ice volumes for the year 2000 CE. The corresponding systematic error is, however, glacier- and region-dependent." + ] + }, + { + "cell_type": "markdown", + "id": "46", + "metadata": {}, + "source": [ + "### Other potential sources of error and uncertainty" + ] + }, + { + "cell_type": "markdown", + "id": "47", + "metadata": {}, + "source": [ + "Several additional factors contribute to the uncertainty in glacier data derived from the RGI dataset. These include low-resolution and poor-quality source data, errors by digitizers, and challenges such as shadows, clouds, proglacial lakes, seasonal snowfields, and limited multi-temporal satellite imagery. The most significant source of misdelineation is supraglacial debris, which often results in glacier area underestimation in regions with extensive debris cover (e.g. High Mountain Asia and the Caucasus), due to the spectral similarity between debris and surrounding moraines or bedrock [[10](https://www.cambridge.org/core/journals/annals-of-glaciology/article/on-the-accuracy-of-glacier-outlines-derived-from-remotesensing-data/D9EF9B9A26CEF34970C4F4924C19CE93)]. Additionally, ice bodies smaller than 0.01 km², considered below the threshold for ice flow, were excluded, leading to further underestimation of glacier area in some regions [[1](https://www.glims.org/RGI/randolph60.html)].\n", + "\n", + "The interpretation of what constitutes a glacier also varies due to the diverse global community that contributed to the dataset, causing inconsistencies in how features like debris-covered glaciers, tributaries, and peripheral ice bodies in Antarctica and Greenland were handled [[11](https://www.cambridge.org/core/journals/journal-of-glaciology/article/what-is-the-global-glacier-ice-volume-outside-the-ice-sheets/AB9CE3BDB3741B44B6A2A94FAB28A83B)]. For example, distinguishing debris-covered ice from bedrock or separating outlet glaciers from main ice sheets remains problematic. In RGI regions 14 and 15 (South Asia West and East), significant underestimation is evident in the gridded version of the dataset compared to the vector counterpart, with errors exceeding 50% in South Asia East [[12](https://www.cambridge.org/core/journals/journal-of-glaciology/article/new-global-gridded-glacier-dataset-based-on-the-randolph-glacier-inventory-version-60/621E15FFA80C8B0612146022A7197AC5)].\n", + "\n", + "Quantitative error estimates are not provided in the dataset, but [[2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)] noted that relative errors are higher for small glaciers due to their larger outline-to-area ratio. Consequently, the uncertainty in an individual glacier outline depends on the quality of the source material and the specific glacier's characteristics, even for outlines assumed to represent 2000 CE. Users should exercise caution, particularly in regions with significant debris cover or small glacier features." + ] + }, + { + "cell_type": "markdown", + "id": "48", + "metadata": {}, + "source": [ + "## ℹ️ If you want to know more" + ] + }, + { + "cell_type": "markdown", + "id": "49", + "metadata": {}, + "source": [ + "### Key resources" + ] + }, + { + "cell_type": "markdown", + "id": "50", + "metadata": {}, + "source": [ + "- [Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\n", + "- [Documentation on the CDS](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/display/CKB/Glacier+Area)\n", + "- [Copernicus climate change indicators: glaciers](https://climate.copernicus.eu/climate-indicators/glaciers)\n", + "- [RGI website from GLIMS](https://www.glims.org/RGI/) (Global Land Ice Measurements from Space)\n", + "- [C3S EQC custom functions](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control` prepared by [BOpen](https://www.bopen.eu)." + ] + }, + { + "cell_type": "markdown", + "id": "51", + "metadata": {}, + "source": [ + "### References" + ] + }, + { + "cell_type": "markdown", + "id": "52", + "metadata": {}, + "source": [ + "- [[1](https://www.glims.org/RGI/randolph60.html)] RGI Consortium (2017). Randolph Glacier Inventory – A Dataset of Global Glacier Outlines: Version 6.0: Technical Report, Global Land Ice Measurements from Space, Colorado, USA. Digital Media. doi: 10.7265/N5-RGI-60.\n", + "\n", + "- [[2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)] Pfeffer, W. T., Arendt, A. A., Bliss, A., Bolch, T., Cogley, J. G., Gardner, A. S., Hagen, J. O., Hock, R., Kaser, G., Kienholz, C., Miles, E. S., Moholdt, G., Mölg, N., Paul, F., Radić, V., Rastner, P., Raup, B. H., Rich, J., Sharp, M. J., and Glasser, N. (2014). The Randolph Glacier Inventory: A globally complete inventory of glaciers, Journal of Glaciology, 60(221), 537-552. doi: 10.3189/2014JoG13J176.\n", + "\n", + "- [[3](https://www.nature.com/articles/s41561-019-0300-3)] Farinotti, D., Huss, M., Fürst, J. J., Landmann, J., Machguth, H., Maussion, F., and Pandit, A. (2019). A consensus estimate for the ice thickness distribution of all glaciers on Earth. Nature Geoscience, 12(3), 168-173. doi: 10.1038/s41561-019-0300-3.\n", + "\n", + "- [[4](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2012JF002523)] Huss, M., and Farinotti, D. (2012). Distributed ice thickness and volume of all glaciers around the globe, Journal of Geophysical Research, 117, F04010. doi: 10.1029/2012JF002523.\n", + "\n", + "- [[5](https://tc.copernicus.org/articles/6/1295/2012/)] Marzeion, B., Jarosch, A. H., and Hofer, M. (2012). Past and future sea-level change from the surface mass balance of glaciers, The Cryosphere, 6, 1295–1322. doi: 10.5194/tc-6-1295-2012.\n", + "\n", + "- [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681)] Zemp, M., Frey, H., Gärtnew-Roer, I., Nussbaumer, S. U., Helzle, M., Paul, F., Haeberli, W., Denzinger, F., Ahlstrøm, A. P., Anderson, B., Bajracharya, S., Baroni, C., Braun, L. N., Cáceres, B. E., Casassa, G., Cobos, G., Dávila, L. R., Delgado Granados, H., Demuth, M. N., Espizua, L., Fischer, A., Fujita, K., Gadek, B., Ghazanfar, A., Hagen, J. O., Holmlund, P., Karimi, N., Li, Z., Pelto, M., Pitte, P., Popovnin, V. V., Portocarrero, C. A., Prinz, R., Sangewar, C. V., Severskiy, I., Sigurdsson, O., Soruco, A., Usubaliev, R., and Vincent, C. (2015). Historically unprecedented global glacier decline in the early 21st century, Journal of Glaciology, 61, 745-762. doi: 10.3189/2015JoG15J017.\n", + "\n", + "- [[7](https://www.sciencedirect.com/science/article/pii/S1674927820300058)] Li, Y. J., Ding, Y. J., Shangguan, D. H., and Wang, R. J. (2019). Regional differences in global glacier retreat from 1980 to 2015, Advances in Climate Change Research, 10(4), 203–213. doi: 10.1016/j.accre.2020.03.003.\n", + "\n", + "- [[8](https://tc.copernicus.org/articles/8/659/2014/)] Leclercq, P. W., Oerlemans, J., Basagic, H. J., Bushueva, I., Cook, A. J., and Le Bris, R. (2014). A data set of worldwide glacier length fluctuations, Cryosphere, 2014(8), 659–672. doi: 10.5194/tc-8-659-2014.\n", + "\n", + "- [[9](https://tc.copernicus.org/articles/7/877/2013/tc-7-877-2013.html)] Huss, M. (2013). Density assumptions for converting geodetic glacier volume change to mass change, The Cryosphere, 7, 877–887, doi: 10.5194/tc-7-877-2013.\n", + "\n", + "- [[10](https://www.cambridge.org/core/journals/annals-of-glaciology/article/on-the-accuracy-of-glacier-outlines-derived-from-remotesensing-data/D9EF9B9A26CEF34970C4F4924C19CE93)] Paul, F., Barrand, N. E., Baumann, S., Berthier, E., Bolch, T., Casey, K., Frey, H., Joshi, S. P., Konovalov, V., Le Bris, R., Mölg, N., Nosenko, G., Nuth, C., Pope, A., Racoviteanu, A., Rastner, P., Raup, B., Scharrer, K., Steffen, S., and Winsvold, S. (2013). On the Accuracy of Glacier Outlines Derived from Remote-Sensing Data. Annals of Glaciology, 54(63), 171–82. doi: 10.3189/2013AoG63A296.\n", + "\n", + "- [[11](https://www.cambridge.org/core/journals/journal-of-glaciology/article/what-is-the-global-glacier-ice-volume-outside-the-ice-sheets/AB9CE3BDB3741B44B6A2A94FAB28A83B)] Hock, R., Maussion, F., Marzeion, B., and Nowicki, S. (2022). What is the global glacier ice volume outside the ice sheets? Journal of Glaciology, 69(273), 204–10. doi: 10.1017/jog.2023.1.\n", + "\n", + "- [[12](https://www.cambridge.org/core/journals/journal-of-glaciology/article/new-global-gridded-glacier-dataset-based-on-the-randolph-glacier-inventory-version-60/621E15FFA80C8B0612146022A7197AC5)] Li, Y. J., Li, F., Shangguan, D. H., Ding, Y. J. (2021). A New Global Gridded Glacier Dataset Based on the Randolph Glacier Inventory Version 6.0. Journal of Glaciology, 67 (2021), 773–76. doi: 10.1017/jog.2021.28." + ] + } + ], + "metadata": { + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 24b5029d8441862b859f8504bb4264921cca94dc Mon Sep 17 00:00:00 2001 From: malmans2 Date: Mon, 31 Mar 2025 14:15:08 +0200 Subject: [PATCH 2/3] updates --- ...situ-glaciers-extent_uncertainty_q01.ipynb | 1077 ++++++++++------- 1 file changed, 638 insertions(+), 439 deletions(-) diff --git a/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb b/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb index a5f972d89..0bf17c822 100644 --- a/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb +++ b/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb @@ -13,11 +13,9 @@ "id": "1", "metadata": {}, "source": [ - "Production date: 17-07-2024\n", + "Production date: 31-03-2025\n", "\n", - "Update: 26-01-2025\n", - "\n", - "Dataset version: 6.0\n", + "Dataset version: 7.0\n", "\n", "Produced by: Yoni Verhaegen and Philippe Huybrechts (Vrije Universiteit Brussel)" ] @@ -46,7 +44,7 @@ "id": "4", "metadata": {}, "source": [ - "Glaciers are a major contributor to current global sea-level rise, a resource of fresh water, a potential threat of natural hazards, and an important factor for hydro-power production and runoff, as well as for recreation and tourism. A proper assessment of glacier areas, glacier characteristics, as well as their changes due to warming climatic conditions therefore plays a crucial role in dealing with these issues. In that regard, the \"[Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\" (here we use version 6.0) dataset on the Climate Data Store (CDS) provides key information with respect to glacier extent and their characteristics. The RGI dataset is a collection of digital glacier and ice cap outlines at the global scale, nominally provided for the year 2000 CE [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The data are available in both vector (a shapefile with polygons of individual glacier outlines) and raster (as gridded data with the aggregated fractional glacier areas per pixel) format. Although the goal of the dataset is to provide glacier outlines of all glaciers on Earth as close as possible to the year 2000, one of the main known issues of the dataset is the fact that the date of origin of the digitized glacier data varies substantially. This notebook investigates the corresponding temporal distribution of digitized glacier data in the vector version of the dataset and evaluates its implications for the estimation of current global glacier ice volumes using the example of Farinotti et al. (2019) [[3](https://www.nature.com/articles/s41561-019-0300-3)]. " + "Glaciers are a major contributor to current global sea-level rise, a resource of fresh water, a potential threat of natural hazards, and an important factor for hydro-power production and runoff, as well as for recreation and tourism. A proper assessment of glacier areas, glacier characteristics, as well as their changes due to warming climatic conditions therefore plays a crucial role in dealing with these issues. In that regard, the \"[Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\" (here we use version 7.0) dataset on the Climate Data Store (CDS) provides key information with respect to glacier extent and their characteristics. The RGI dataset is a collection of digital glacier and ice cap outlines at the global scale, nominally provided for the year 2000 CE [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The data are available in both vector (a shapefile with polygons of individual glacier outlines) and raster (as gridded data with the aggregated fractional glacier areas per pixel) format. Although the goal of the dataset is to provide glacier outlines of all glaciers on Earth as close as possible to the year 2000, one of the main known issues of the dataset is the fact that the date of origin of the digitized glacier data varies substantially. This notebook investigates the corresponding temporal distribution of digitized glacier data in the vector version of the dataset and evaluates its implications for the estimation of current global glacier ice volumes using the example of Farinotti et al. (2019) [[3](https://www.nature.com/articles/s41561-019-0300-3)]. " ] }, { @@ -54,7 +52,7 @@ "id": "5", "metadata": {}, "source": [ - "## 📢 Quality assessment statement" + "## 📢 Quality assessment statements" ] }, { @@ -64,8 +62,8 @@ "source": [ "```{admonition} These are the key outcomes of this assessment\n", ":class: note\n", - "- The RGIv6.0 dataset, available on the Climate Data Store, is the most comprehensive source of glacier outlines globally for around the year 2000 CE. However, it has certain limitations, including variations in digitization dates (some glaciers were digitized before or after 2000 CE) and the fact that the data represent a single snapshot in time, making it unsuitable for assessing temporal changes or climate impacts. Additionally, some outlines are of poor quality, especially for debris-covered glaciers. These issues can lead to systematic errors in glacier volume estimates, with likely glacier volume and area underestimations for glaciers digitized after 2000 CE and overestimations for those digitized earlier.\n", - "- Despite these limitations, the systematic error at the global scale is small (<1% of the total global ice volume estimate by Farinotti et al. 2019), making the dataset reliable to be used as input data for current global glacier volume estimates. However, regional and glacier-specific errors can vary significantly due to factors like digitization time, glacier volume response time, and supraglacial debris cover. Users should carefully evaluate these factors for specific applications, including regional or glacier-specific volume estimates and other glaciological or hydrological analyses. \n", + "- The RGIv7.0 dataset, available on the Climate Data Store, is the most comprehensive source of glacier outlines globally for around the year 2000 CE. However, it has certain limitations, including variations in digitization dates (some glaciers were digitized before or after 2000 CE) and the fact that the data represent a single snapshot in time, making it unsuitable for assessing temporal changes or climate impacts. These misdated glacier outlines (that deviate from 2000 CE) can lead to systematic errors in glacier volume estimates, with likely glacier volume and area underestimations for glaciers digitized after 2000 CE and overestimations for those digitized earlier. \n", + "- Despite these limitations, the (area-weighted) mean date of origin of the glacier outlines is relatively close to 2000 CE and the systematic error at the global scale is small (<1% of the total global ice volume estimate by Farinotti et al., 2019 [[3](https://www.nature.com/articles/s41561-019-0300-3)]), making the dataset reliable to be used as input data for current global glacier volume estimates. However, regional and glacier-specific errors can vary significantly due to factors like digitization times, glacier volume response times, and the presence of a supraglacial debris cover (which can further lead to omission errors). Users should carefully evaluate these factors for specific applications, including regional or glacier-specific volume estimates and other glaciological or hydrological analyses. \n", "```" ] }, @@ -90,7 +88,7 @@ "id": "9", "metadata": {}, "source": [ - "The dataset of the glaciers distribution on the Climate Data Store (CDS) is an almost complete collection of digital glacier and ice cap outlines and their geometrical/hypsometrical characteristics from various data sources at the global scale [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The dataset on the CDS is considered a snapshot of glacier outlines around the year 2000 CE, assembled mainly from satellite images, and is based on the Randolph Glacier Inventory (RGI), which is currently the most complete dataset of glacier outlines. Simply stated, the glaciers in the dataset were automatically classified using the distinctive spectral reflectance signatures of snow and ice. During post-processing, raw glacier outlines are quality checked and manually corrected if required (e.g. in the case of a supraglacial debris cover). The vector part of the dataset divides the glaciers into separate RGI regions, i.e. there are 19 of those regions (\"clusters\" of glaciers) in RGIv6.0. The raster version of the data contains aggregated fractional glacier areas for each pixel of 1 by 1 degree but does not provide sufficient information to separate glaciers into distinct RGI regions. For a more detailed description of the data acquisition and processing methods, we refer to the [documentation on the CDS](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/display/CKB/Glacier+Area) (Copernicus Knowledge Base)." + "The dataset of the glaciers distribution on the Climate Data Store (CDS) is an almost complete collection of digital glacier and ice cap outlines and their geometrical/hypsometrical characteristics from various data sources at the global scale [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The dataset on the CDS is considered a snapshot of glacier outlines around the year 2000 CE, assembled mainly from satellite images, and is based on the Randolph Glacier Inventory (RGI), which is currently the most complete dataset of glacier outlines. Simply stated, the glaciers in the dataset were automatically classified using the distinctive spectral reflectance signatures of snow and ice. During post-processing, raw glacier outlines are quality checked and manually corrected if required (e.g. in the case of a supraglacial debris cover). The vector part of the dataset divides the glaciers into separate RGI regions, i.e. there are 19 of those regions (\"clusters\" of glaciers) in RGIv7.0. The raster version of the data contains aggregated fractional glacier areas for each pixel of 1 by 1 degree but does not provide sufficient information to classify glaciers into distinct RGI regions. For a more detailed description of the data acquisition and processing methods, we refer to the [documentation on the CDS](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/display/CKB/Glacier+Area) (Copernicus Knowledge Base)." ] }, { @@ -106,10 +104,19 @@ "id": "11", "metadata": {}, "source": [ - "- Data preparation and processing\n", - "- The (area-weighted) mean year of digitization of glacier data\n", - "- An attempt to quantify potential glacier volume and area over or underestimation due to misdated outlines\n", - "- Other potential sources of error and uncertainty" + "1. **Data preparation and processing**\n", + "* 1.1 Import packages\n", + "* 1.2 Define request and download\n", + "* 1.3 Display and inspect data\n", + "2. **The (area-weighted) mean year of digitization of glacier data**\n", + "* 2.1 Determination of date of digitization for every glacier\n", + "* 2.2 Spatial distribution of date of digitization\n", + "* 2.3 The (area-weighted) mean year of digitization per RGI region\n", + "3. **An attempt to quantify potential glacier volume and area over or underestimation due to misdated outlines**\n", + "* 3.1 Recent glacier area and mass/volume change trends\n", + "* 3.2 An attempt to quantify potential glacier volume over or underestimation due to misdated outlines\n", + "* 3.3 Other potential sources of error and uncertainty\n", + "4. **Short summary and take-home messages**" ] }, { @@ -125,21 +132,29 @@ "id": "13", "metadata": {}, "source": [ - "### Data preparation and processing" + "### 1. Data preparation and processing" ] }, { "cell_type": "markdown", "id": "14", "metadata": {}, + "source": [ + "#### 1.1 Import packages" + ] + }, + { + "cell_type": "markdown", + "id": "15", + "metadata": {}, "source": [ "First we load the packages:" ] }, { "cell_type": "code", - "execution_count": 1, - "id": "15", + "execution_count": 12, + "id": "16", "metadata": {}, "outputs": [], "source": [ @@ -160,77 +175,90 @@ "from scipy.optimize import curve_fit\n", "import os\n", "from c3s_eqc_automatic_quality_control import download\n", - "plt.style.use(\"seaborn-v0_8-notebook\")\n", - "\n", - "############### PLEASE DELETE THE LINE BELOW BEFORE PUBLICATION ###############\n", - "os.environ[\"CDSAPI_RC\"] = os.path.expanduser(\"~/verhaegen_yoni/.cdsapirc\")\n", - "############### PLEASE DELETE THE LINE ABOVE BEFORE PUBLICATION ###############" + "plt.style.use(\"seaborn-v0_8-notebook\")" ] }, { "cell_type": "markdown", - "id": "16", + "id": "17", "metadata": {}, "source": [ - "Then we define requests for download from the CDS:" + "#### 1.2 Define request and download" + ] + }, + { + "cell_type": "markdown", + "id": "18", + "metadata": {}, + "source": [ + "Then we define requests for download from the CDS:\n", + "\n", + "🚨 **The files can be large! Since the data files to be downloaded and manipulated have a considerable size, this may take a couple of minutes.**\\\n", + "🚨 **Insert the correct RGI version number to be downloaded below:**" ] }, { "cell_type": "code", - "execution_count": 2, - "id": "17", + "execution_count": 13, + "id": "19", "metadata": {}, "outputs": [], "source": [ + "########## SELECT THE RGI VERSION TO DOWNLOAD #############\n", + "rgi_version = 7.0 # Change this as needed\n", + "###########################################################\n", + "\n", + "# Select correct column names based on RGI version\n", + "if rgi_version == 6.0:\n", + " lon_col, lat_col = \"CENLON\", \"CENLAT\"\n", + "elif rgi_version == 7.0:\n", + " lon_col, lat_col = \"cenlon\", \"cenlat\"\n", + "else:\n", + " raise ValueError(\"Unsupported RGI version.\")\n", + "\n", "# Glacier extent data\n", "\n", "request_extent = (\n", " \"insitu-glaciers-extent\",\n", " {\n", - " \"variable\": [\"glacier_area\"],\n", - " \"product_type\": [\"vector\"],\n", - " \"version\": \"rgi_6_0\"\n", + " \"variable\": [\"glacier_area\"],\n", + " \"product_type\": [\"vector\"],\n", + " \"version\": f\"rgi_{int(rgi_version)}_0\"\n", " },\n", ")\n", "\n", "# Glacier mass change data\n", "\n", "period_start = \"1975_1976\"\n", - "period_stop = \"2020_2021\"\n", + "period_stop = \"2021_2022\"\n", "assert all(\"_\" in period and len(period) == 9 for period in (period_start, period_stop))\n", + "# Set request\n", "y0_start, y1_start = map(int, period_start.split(\"_\"))\n", "y0_stop, y1_stop = map(int, period_stop.split(\"_\"))\n", - "\n", - "request_mass_change = (\n", - " \"derived-gridded-glacier-mass-change\",\n", - " {\n", - " \"variable\": \"glacier_mass_change\",\n", - " \"product_version\": \"wgms_fog_2022_09\",\n", - " \"format\": \"zip\",\n", - " \"hydrological_year\": [\n", - " f\"{y0}_{str(y1)[-2:]}\"\n", - " for y0, y1 in zip(\n", - " range(y0_start, y0_stop + 1), range(y1_start, y1_stop + 1)\n", - " )\n", - " ],\n", - " },\n", - ")" + "collection_id = \"derived-gridded-glacier-mass-change\"\n", + "request = {\n", + " \"variable\": \"glacier_mass_change\",\n", + " \"product_version\": \"wgms_fog_2023_09\",\n", + " \"format\": \"zip\",\n", + " \"hydrological_year\": [\n", + " f\"{y0}_{str(y1)[-2:]}\"\n", + " for y0, y1 in zip(range(y0_start, y0_stop + 1), range(y1_start, y1_stop + 1))\n", + " ],\n", + "}\n" ] }, { "cell_type": "markdown", - "id": "18", + "id": "20", "metadata": {}, "source": [ - "Next, we download the data. \n", - "\n", - "🚨 **The files can be large! Since the data files to be downloaded and manipulated have a considerable size, this may therefore take a couple of minutes.**" + "Next, we download the data:" ] }, { "cell_type": "code", - "execution_count": 3, - "id": "19", + "execution_count": 14, + "id": "21", "metadata": {}, "outputs": [ { @@ -244,7 +272,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1/1 [00:00<00:00, 11.52it/s]\n", + "100%|██████████| 1/1 [00:00<00:00, 16.45it/s]\n", " " ] }, @@ -252,21 +280,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "Downloading glacier mass change data from the CDS...\n" + "Downloading glacier mass change data...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1/1 [00:01<00:00, 1.91s/it]\n" + "100%|██████████| 1/1 [00:00<00:00, 32.77it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Download completed.\n" + "Downloading done.\n" ] } ], @@ -277,21 +305,24 @@ "df = download.download_and_transform(*request_extent).to_pandas()\n", "gdf = gpd.GeoDataFrame(\n", " df,\n", - " geometry=gpd.points_from_xy(df[\"CENLON\"], df[\"CENLAT\"]),\n", + " geometry=gpd.points_from_xy(df[lon_col], df[lat_col]),\n", " crs=\"EPSG:4326\",\n", ")\n", "\n", - "print(\"Downloading glacier mass change data from the CDS...\")\n", - "# Get glacier mass change data\n", + "# Download glacier mass change data\n", + "print(\"Downloading glacier mass change data...\")\n", + "\n", "ds = download.download_and_transform(\n", - " *request_mass_change,\n", + " collection_id,\n", + " request,\n", ")\n", - "print(\"Download completed.\")" + "\n", + "print(\"Downloading done.\")" ] }, { "cell_type": "markdown", - "id": "20", + "id": "22", "metadata": {}, "source": [ "We define the functions to be used:" @@ -299,8 +330,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "21", + "execution_count": 15, + "id": "23", "metadata": {}, "outputs": [], "source": [ @@ -339,7 +370,15 @@ }, { "cell_type": "markdown", - "id": "22", + "id": "24", + "metadata": {}, + "source": [ + "#### 1.3 Display and inspect data" + ] + }, + { + "cell_type": "markdown", + "id": "25", "metadata": {}, "source": [ "Lastly, we can read and inspect the data. Let us print out the data to inspect its structure:" @@ -347,8 +386,8 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "23", + "execution_count": 16, + "id": "26", "metadata": {}, "outputs": [ { @@ -372,23 +411,26 @@ " \n", " \n", " \n", - " C3S_ID\n", - " RGIID\n", - " GLIMSID\n", - " BGNDATE\n", - " ENDDATE\n", - " CENLON\n", - " CENLAT\n", - " O1REGION\n", - " O2REGION\n", - " AREA\n", - " ZMIN\n", - " ZMAX\n", - " ZMED\n", - " SLOPE\n", - " ASPECT\n", - " LMAX\n", - " NAME\n", + " rgi_id\n", + " o1region\n", + " o2region\n", + " glims_id\n", + " anlys_id\n", + " subm_id\n", + " src_date\n", + " cenlon\n", + " cenlat\n", + " utm_zone\n", + " ...\n", + " zmin_m\n", + " zmax_m\n", + " zmed_m\n", + " zmean_m\n", + " slope_deg\n", + " aspect_deg\n", + " aspect_sec\n", + " dem_source\n", + " lmax_m\n", " geometry\n", " \n", " \n", @@ -411,113 +453,131 @@ " \n", " \n", " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " 0\n", - " C3S_000001\n", - " RGI60-01.00001\n", - " G213177E63689N\n", - " 20090703\n", - " -9999999\n", - " -146.8230\n", - " 63.6890\n", + " RGI2000-v7.0-G-01-00001\n", + " 01\n", + " 01-01\n", + " G204091E67414N\n", + " 392889\n", + " 624\n", + " 2008-09-02T00:00:00\n", + " -155.909404\n", + " 67.413726\n", + " 5\n", + " ...\n", + " 1485.317600\n", + " 1693.623500\n", + " 1544.66940\n", + " 1553.94030\n", + " 17.606613\n", + " 342.330469\n", " 1\n", - " 2\n", - " 0.360\n", - " 1936\n", - " 2725\n", - " 2385\n", - " 42.0\n", - " 346\n", - " 839\n", - " None\n", - " POLYGON ((-146.81804 63.69081, -146.81768 63.6...\n", + " COPDEM30\n", + " 725\n", + " POLYGON Z ((-155.90493 67.4163 0, -155.90416 6...\n", " \n", " \n", " 1\n", - " C3S_000002\n", - " RGI60-01.00002\n", - " G213332E63404N\n", - " 20090703\n", - " -9999999\n", - " -146.6680\n", - " 63.4040\n", + " RGI2000-v7.0-G-01-00002\n", + " 01\n", + " 01-01\n", + " G204121E67419N\n", + " 392890\n", + " 624\n", + " 2008-09-02T00:00:00\n", + " -155.879114\n", + " 67.419232\n", + " 5\n", + " ...\n", + " 1278.400600\n", + " 1394.765700\n", + " 1328.55660\n", + " 1330.91500\n", + " 19.846369\n", + " 345.367012\n", " 1\n", - " 2\n", - " 0.558\n", - " 1713\n", - " 2144\n", - " 2005\n", - " 16.0\n", - " 162\n", - " 1197\n", - " None\n", - " POLYGON ((-146.66354 63.40764, -146.66344 63.4...\n", + " COPDEM30\n", + " 484\n", + " POLYGON Z ((-155.87867 67.41748 0, -155.87872 ...\n", " \n", " \n", " 2\n", - " C3S_000003\n", - " RGI60-01.00003\n", - " G213920E63376N\n", - " 20090703\n", - " -9999999\n", - " -146.0800\n", - " 63.3760\n", + " RGI2000-v7.0-G-01-00003\n", + " 01\n", + " 01-01\n", + " G204471E67431N\n", + " 392897\n", + " 624\n", + " 2008-09-02T00:00:00\n", + " -155.530786\n", + " 67.431484\n", + " 5\n", + " ...\n", + " 1294.703400\n", + " 1704.742000\n", + " 1423.20680\n", + " 1437.23520\n", + " 23.690063\n", + " 13.467490\n", " 1\n", - " 2\n", - " 1.685\n", - " 1609\n", - " 2182\n", - " 1868\n", - " 18.0\n", - " 175\n", - " 2106\n", - " None\n", - " POLYGON ((-146.07232 63.38348, -146.07232 63.3...\n", + " COPDEM30\n", + " 1099\n", + " POLYGON Z ((-155.53113 67.43564 0, -155.53079 ...\n", " \n", " \n", " 3\n", - " C3S_000004\n", - " RGI60-01.00004\n", - " G213880E63381N\n", - " 20090703\n", - " -9999999\n", - " -146.1200\n", - " 63.3810\n", - " 1\n", + " RGI2000-v7.0-G-01-00004\n", + " 01\n", + " 01-01\n", + " G204497E67431N\n", + " 392899\n", + " 624\n", + " 2008-09-02T00:00:00\n", + " -155.501948\n", + " 67.430514\n", + " 5\n", + " ...\n", + " 1224.178800\n", + " 1286.897700\n", + " 1249.63060\n", + " 1249.06620\n", + " 12.782562\n", + " 42.854332\n", " 2\n", - " 3.681\n", - " 1273\n", - " 2317\n", - " 1944\n", - " 19.0\n", - " 195\n", - " 4175\n", - " None\n", - " POLYGON ((-146.14895 63.37919, -146.14881 63.3...\n", + " COPDEM30\n", + " 652\n", + " POLYGON Z ((-155.49973 67.43212 0, -155.49931 ...\n", " \n", " \n", " 4\n", - " C3S_000005\n", - " RGI60-01.00005\n", - " G212943E63551N\n", - " 20090703\n", - " -9999999\n", - " -147.0570\n", - " 63.5510\n", - " 1\n", - " 2\n", - " 2.573\n", - " 1494\n", - " 2317\n", - " 1914\n", - " 16.0\n", - " 181\n", - " 2981\n", - " None\n", - " POLYGON ((-147.04307 63.55024, -147.04483 63.5...\n", + " RGI2000-v7.0-G-01-00005\n", + " 01\n", + " 01-01\n", + " G204521E67429N\n", + " 392901\n", + " 624\n", + " 2008-09-02T00:00:00\n", + " -155.478173\n", + " 67.432873\n", + " 5\n", + " ...\n", + " 1052.440100\n", + " 1488.129900\n", + " 1290.89230\n", + " 1273.78340\n", + " 17.148510\n", + " 299.058193\n", + " 8\n", + " COPDEM30\n", + " 1903\n", + " POLYGON Z ((-155.49636 67.43892 0, -155.49583 ...\n", " \n", " \n", " ...\n", @@ -539,178 +599,210 @@ " ...\n", " ...\n", " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " 216424\n", - " C3S_216425\n", - " RGI60-19.02748\n", - " G322268E53986S\n", - " 20020502\n", - " -9999999\n", - " -37.7325\n", - " -53.9860\n", + " 274526\n", + " RGI2000-v7.0-G-19-02738\n", " 19\n", - " 3\n", - " 0.042\n", - " 310\n", - " 510\n", - " -999\n", - " 29.9\n", - " 315\n", - " 255\n", - " None\n", - " POLYGON ((-37.73275 -53.98779, -37.73328 -53.9...\n", + " 19-24\n", + " G356783E71154S\n", + " 1009836\n", + " 805\n", + " 2000-02-06T00:00:00\n", + " -3.254147\n", + " -71.142262\n", + " 30\n", + " ...\n", + " 51.334140\n", + " 190.581200\n", + " 119.21578\n", + " 120.04070\n", + " 1.384531\n", + " 325.807697\n", + " 8\n", + " COPDEM90\n", + " 10105\n", + " POLYGON Z ((-2.9804 -71.23218 0, -2.99065 -71....\n", " \n", " \n", - " 216425\n", - " C3S_216426\n", - " RGI60-19.02749\n", - " G323864E54831S\n", - " 20030207\n", - " -9999999\n", - " -36.1361\n", - " -54.8310\n", + " 274527\n", + " RGI2000-v7.0-G-19-02739\n", " 19\n", - " 3\n", - " 0.567\n", - " 330\n", - " 830\n", - " -999\n", - " 23.6\n", - " 200\n", - " 1130\n", - " None\n", - " POLYGON ((-36.13834 -54.82735, -36.13826 -54.8...\n", + " 19-24\n", + " G001187E70166S\n", + " 1009760\n", + " 805\n", + " 2000-02-15T00:00:00\n", + " 1.161199\n", + " -70.234860\n", + " 31\n", + " ...\n", + " -2.147076\n", + " 266.489380\n", + " 131.61113\n", + " 135.94368\n", + " 1.436012\n", + " 342.096767\n", + " 1\n", + " COPDEM90\n", + " 24839\n", + " POLYGON Z ((1.0094 -70.05421 0, 1.01073 -70.05...\n", " \n", " \n", - " 216426\n", - " C3S_216427\n", - " RGI60-19.02750\n", - " G322698E54188S\n", - " 20030207\n", - " -9999999\n", - " -37.3018\n", - " -54.1884\n", + " 274528\n", + " RGI2000-v7.0-G-19-02740\n", " 19\n", - " 3\n", - " 4.118\n", - " 10\n", - " 1110\n", - " -999\n", - " 16.8\n", - " 308\n", - " 4329\n", - " None\n", - " POLYGON ((-37.29309 -54.17506, -37.29308 -54.1...\n", + " 19-24\n", + " G002050E70629S\n", + " 1009761\n", + " 805\n", + " 2000-03-04T00:00:00\n", + " 2.039158\n", + " -70.630907\n", + " 31\n", + " ...\n", + " 4.757297\n", + " 107.698586\n", + " 65.82977\n", + " 65.03951\n", + " 1.445538\n", + " 355.737166\n", + " 1\n", + " COPDEM90\n", + " 10029\n", + " POLYGON Z ((2.09959 -70.67463 0, 2.0919 -70.67...\n", " \n", " \n", - " 216427\n", - " C3S_216428\n", - " RGI60-19.02751\n", - " G269573E68866S\n", - " 19870101\n", - " -9999999\n", - " -90.4266\n", - " -68.8656\n", + " 274529\n", + " RGI2000-v7.0-G-19-02741\n", " 19\n", - " 1\n", - " 0.011\n", - " 170\n", - " 270\n", - " -999\n", - " 0.4\n", - " 122\n", - " 106\n", - " AQ6C10200013\n", - " POLYGON ((-90.42751 -68.8649, -90.42719 -68.86...\n", + " 19-24\n", + " G002939E70509S\n", + " 1009762\n", + " 805\n", + " 2000-03-04T00:00:00\n", + " 2.929238\n", + " -70.505540\n", + " 31\n", + " ...\n", + " 6.294697\n", + " 261.422030\n", + " 156.44052\n", + " 153.55705\n", + " 1.594081\n", + " 310.365845\n", + " 8\n", + " COPDEM90\n", + " 19935\n", + " POLYGON Z ((3.09012 -70.38237 0, 3.09807 -70.3...\n", " \n", " \n", - " 216428\n", - " C3S_216429\n", - " RGI60-19.02752\n", - " G037714E46897S\n", - " 19660301\n", - " -9999999\n", - " 37.7140\n", - " -46.8972\n", + " 274530\n", + " RGI2000-v7.0-G-19-02742\n", " 19\n", - " 4\n", - " 0.528\n", - " 970\n", - " 1170\n", - " -999\n", - " 9.6\n", - " 35\n", - " -9\n", - " ZA6C40100001 Ice Plateau\n", - " POLYGON ((37.7162 -46.89403, 37.71674 -46.894,...\n", + " 19-24\n", + " G004329E70346S\n", + " 1009763\n", + " 805\n", + " 2000-03-04T00:00:00\n", + " 4.329046\n", + " -70.372802\n", + " 31\n", + " ...\n", + " -2.018840\n", + " 352.334080\n", + " 182.37610\n", + " 185.75215\n", + " 1.858386\n", + " 302.110531\n", + " 8\n", + " COPDEM90\n", + " 15185\n", + " POLYGON Z ((4.34737 -70.5039 0, 4.33046 -70.50...\n", " \n", " \n", "\n", - "

216429 rows × 18 columns

\n", + "

274531 rows × 29 columns

\n", "" ], "text/plain": [ - " C3S_ID RGIID GLIMSID BGNDATE ENDDATE \\\n", - "index \n", - "0 C3S_000001 RGI60-01.00001 G213177E63689N 20090703 -9999999 \n", - "1 C3S_000002 RGI60-01.00002 G213332E63404N 20090703 -9999999 \n", - "2 C3S_000003 RGI60-01.00003 G213920E63376N 20090703 -9999999 \n", - "3 C3S_000004 RGI60-01.00004 G213880E63381N 20090703 -9999999 \n", - "4 C3S_000005 RGI60-01.00005 G212943E63551N 20090703 -9999999 \n", - "... ... ... ... ... ... \n", - "216424 C3S_216425 RGI60-19.02748 G322268E53986S 20020502 -9999999 \n", - "216425 C3S_216426 RGI60-19.02749 G323864E54831S 20030207 -9999999 \n", - "216426 C3S_216427 RGI60-19.02750 G322698E54188S 20030207 -9999999 \n", - "216427 C3S_216428 RGI60-19.02751 G269573E68866S 19870101 -9999999 \n", - "216428 C3S_216429 RGI60-19.02752 G037714E46897S 19660301 -9999999 \n", - "\n", - " CENLON CENLAT O1REGION O2REGION AREA ZMIN ZMAX ZMED SLOPE \\\n", + " rgi_id o1region o2region glims_id anlys_id \\\n", "index \n", - "0 -146.8230 63.6890 1 2 0.360 1936 2725 2385 42.0 \n", - "1 -146.6680 63.4040 1 2 0.558 1713 2144 2005 16.0 \n", - "2 -146.0800 63.3760 1 2 1.685 1609 2182 1868 18.0 \n", - "3 -146.1200 63.3810 1 2 3.681 1273 2317 1944 19.0 \n", - "4 -147.0570 63.5510 1 2 2.573 1494 2317 1914 16.0 \n", - "... ... ... ... ... ... ... ... ... ... \n", - "216424 -37.7325 -53.9860 19 3 0.042 310 510 -999 29.9 \n", - "216425 -36.1361 -54.8310 19 3 0.567 330 830 -999 23.6 \n", - "216426 -37.3018 -54.1884 19 3 4.118 10 1110 -999 16.8 \n", - "216427 -90.4266 -68.8656 19 1 0.011 170 270 -999 0.4 \n", - "216428 37.7140 -46.8972 19 4 0.528 970 1170 -999 9.6 \n", + "0 RGI2000-v7.0-G-01-00001 01 01-01 G204091E67414N 392889 \n", + "1 RGI2000-v7.0-G-01-00002 01 01-01 G204121E67419N 392890 \n", + "2 RGI2000-v7.0-G-01-00003 01 01-01 G204471E67431N 392897 \n", + "3 RGI2000-v7.0-G-01-00004 01 01-01 G204497E67431N 392899 \n", + "4 RGI2000-v7.0-G-01-00005 01 01-01 G204521E67429N 392901 \n", + "... ... ... ... ... ... \n", + "274526 RGI2000-v7.0-G-19-02738 19 19-24 G356783E71154S 1009836 \n", + "274527 RGI2000-v7.0-G-19-02739 19 19-24 G001187E70166S 1009760 \n", + "274528 RGI2000-v7.0-G-19-02740 19 19-24 G002050E70629S 1009761 \n", + "274529 RGI2000-v7.0-G-19-02741 19 19-24 G002939E70509S 1009762 \n", + "274530 RGI2000-v7.0-G-19-02742 19 19-24 G004329E70346S 1009763 \n", + "\n", + " subm_id src_date cenlon cenlat utm_zone ... \\\n", + "index ... \n", + "0 624 2008-09-02T00:00:00 -155.909404 67.413726 5 ... \n", + "1 624 2008-09-02T00:00:00 -155.879114 67.419232 5 ... \n", + "2 624 2008-09-02T00:00:00 -155.530786 67.431484 5 ... \n", + "3 624 2008-09-02T00:00:00 -155.501948 67.430514 5 ... \n", + "4 624 2008-09-02T00:00:00 -155.478173 67.432873 5 ... \n", + "... ... ... ... ... ... ... \n", + "274526 805 2000-02-06T00:00:00 -3.254147 -71.142262 30 ... \n", + "274527 805 2000-02-15T00:00:00 1.161199 -70.234860 31 ... \n", + "274528 805 2000-03-04T00:00:00 2.039158 -70.630907 31 ... \n", + "274529 805 2000-03-04T00:00:00 2.929238 -70.505540 31 ... \n", + "274530 805 2000-03-04T00:00:00 4.329046 -70.372802 31 ... \n", "\n", - " ASPECT LMAX NAME \\\n", - "index \n", - "0 346 839 None \n", - "1 162 1197 None \n", - "2 175 2106 None \n", - "3 195 4175 None \n", - "4 181 2981 None \n", - "... ... ... ... \n", - "216424 315 255 None \n", - "216425 200 1130 None \n", - "216426 308 4329 None \n", - "216427 122 106 AQ6C10200013 \n", - "216428 35 -9 ZA6C40100001 Ice Plateau \n", + " zmin_m zmax_m zmed_m zmean_m slope_deg \\\n", + "index \n", + "0 1485.317600 1693.623500 1544.66940 1553.94030 17.606613 \n", + "1 1278.400600 1394.765700 1328.55660 1330.91500 19.846369 \n", + "2 1294.703400 1704.742000 1423.20680 1437.23520 23.690063 \n", + "3 1224.178800 1286.897700 1249.63060 1249.06620 12.782562 \n", + "4 1052.440100 1488.129900 1290.89230 1273.78340 17.148510 \n", + "... ... ... ... ... ... \n", + "274526 51.334140 190.581200 119.21578 120.04070 1.384531 \n", + "274527 -2.147076 266.489380 131.61113 135.94368 1.436012 \n", + "274528 4.757297 107.698586 65.82977 65.03951 1.445538 \n", + "274529 6.294697 261.422030 156.44052 153.55705 1.594081 \n", + "274530 -2.018840 352.334080 182.37610 185.75215 1.858386 \n", + "\n", + " aspect_deg aspect_sec dem_source lmax_m \\\n", + "index \n", + "0 342.330469 1 COPDEM30 725 \n", + "1 345.367012 1 COPDEM30 484 \n", + "2 13.467490 1 COPDEM30 1099 \n", + "3 42.854332 2 COPDEM30 652 \n", + "4 299.058193 8 COPDEM30 1903 \n", + "... ... ... ... ... \n", + "274526 325.807697 8 COPDEM90 10105 \n", + "274527 342.096767 1 COPDEM90 24839 \n", + "274528 355.737166 1 COPDEM90 10029 \n", + "274529 310.365845 8 COPDEM90 19935 \n", + "274530 302.110531 8 COPDEM90 15185 \n", "\n", " geometry \n", "index \n", - "0 POLYGON ((-146.81804 63.69081, -146.81768 63.6... \n", - "1 POLYGON ((-146.66354 63.40764, -146.66344 63.4... \n", - "2 POLYGON ((-146.07232 63.38348, -146.07232 63.3... \n", - "3 POLYGON ((-146.14895 63.37919, -146.14881 63.3... \n", - "4 POLYGON ((-147.04307 63.55024, -147.04483 63.5... \n", + "0 POLYGON Z ((-155.90493 67.4163 0, -155.90416 6... \n", + "1 POLYGON Z ((-155.87867 67.41748 0, -155.87872 ... \n", + "2 POLYGON Z ((-155.53113 67.43564 0, -155.53079 ... \n", + "3 POLYGON Z ((-155.49973 67.43212 0, -155.49931 ... \n", + "4 POLYGON Z ((-155.49636 67.43892 0, -155.49583 ... \n", "... ... \n", - "216424 POLYGON ((-37.73275 -53.98779, -37.73328 -53.9... \n", - "216425 POLYGON ((-36.13834 -54.82735, -36.13826 -54.8... \n", - "216426 POLYGON ((-37.29309 -54.17506, -37.29308 -54.1... \n", - "216427 POLYGON ((-90.42751 -68.8649, -90.42719 -68.86... \n", - "216428 POLYGON ((37.7162 -46.89403, 37.71674 -46.894,... \n", + "274526 POLYGON Z ((-2.9804 -71.23218 0, -2.99065 -71.... \n", + "274527 POLYGON Z ((1.0094 -70.05421 0, 1.01073 -70.05... \n", + "274528 POLYGON Z ((2.09959 -70.67463 0, 2.0919 -70.67... \n", + "274529 POLYGON Z ((3.09012 -70.38237 0, 3.09807 -70.3... \n", + "274530 POLYGON Z ((4.34737 -70.5039 0, 4.33046 -70.50... \n", "\n", - "[216429 rows x 18 columns]" + "[274531 rows x 29 columns]" ] }, - "execution_count": 5, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -721,49 +813,55 @@ }, { "cell_type": "markdown", - "id": "24", + "id": "27", "metadata": {}, "source": [ - "As can be seen above, the data includes attribute information for each individual glacier (i.e. digitized polygon) in the vector-type dataset. Important for this notebook are the `BGNDATE` and `ENDDATE` columns (YYYYMMDD format), which contain information about the time of digitization of the specific glacier. As can already be seen, for some glaciers (part of) these data are missing and filled by `-9999999`. We will use this information below." + "As can be seen above, the data includes attribute information for each individual glacier (i.e. digitized polygon) in the vector-type dataset. Important for this notebook are the `BGNDATE` and `ENDDATE` columns (for version 6.0) or `src_date` (for version 7.0), which contain information about the time of digitization of the specific glacier. If for some glaciers (part of) the attributes are missing, the data are filled by `-9999999`. We will use this information below." ] }, { "cell_type": "markdown", - "id": "25", + "id": "28", "metadata": {}, "source": [ - "### The (area-weighted) mean year of digitization of glacier data" + "### 2. The (area-weighted) mean year of digitization of glacier data" ] }, { "cell_type": "markdown", - "id": "26", + "id": "29", + "metadata": {}, + "source": [ + "#### 2.1 Determination of date of digitization for every glacier" + ] + }, + { + "cell_type": "markdown", + "id": "30", "metadata": {}, "source": [ - "We can begin to answer the user question by extracting information from the attribute table of the downloaded shapefile. For some glaciers the outline is composed from several scenes over multiple years implying that a begin date (attribute \"`BGNDATE`\") and an end date (attribute \"`ENDDATE`\") is given in the attribute table in YYYYMMDD format (if both are available). For these glaciers, we calculate the mean of the begin and end year:\n", + "We can begin to answer the user question by extracting information from the attribute table of the downloaded shapefile. For some glaciers the outline is composed from several scenes over multiple years in v6.0, implying that a begin date (attribute \"`BGNDATE`\") and an end date (attribute \"`ENDDATE`\") is given in the attribute table in YYYYMMDD format (if both are available). For v7.0, the date is simply given by \"`src_date`\" in YYYY-MM-DD format: \n", "\n", "$\n", "year_t = \\textstyle\\dfrac{BGNDATE_t + ENDDATE_t}{2}\\ \n", - "$\n", + "$ (version 6.0), or\n", "\n", - "For other glaciers, we take the `BGNDATE` only:\n", - "\n", - "$\n", - "year_ t = BGNDATE_t\n", "$\n", + "year_t = srcdate_t\n", + "$ (version 7.0)\n", "\n", "This results in the following plot:" ] }, { "cell_type": "code", - "execution_count": 6, - "id": "27", + "execution_count": 23, + "id": "31", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -775,13 +873,22 @@ "source": [ "# Convert dates from string to datetime, and add digitalization year\n", "columns = []\n", - "for column in (\"BGNDATE\", \"ENDDATE\"):\n", - " years = gdf[column].str[:4]\n", - " months = gdf[column].str[4:6].replace(\"99\", \"01\")\n", - " days = gdf[column].str[6:8].replace(\"99\", \"01\")\n", - " date = years + months + days\n", - " date = date.where(~date.str.startswith(\"-\"))\n", - " columns.append(pd.to_datetime(date))\n", + "if rgi_version == 6.0:\n", + " for column in (\"BGNDATE\", \"ENDDATE\"):\n", + " years = gdf[column].str[:4]\n", + " months = gdf[column].str[4:6].replace(\"99\", \"01\")\n", + " days = gdf[column].str[6:8].replace(\"99\", \"01\")\n", + " date = years + months + days\n", + " date = date.where(~date.str.startswith(\"-\"))\n", + " columns.append(pd.to_datetime(date))\n", + "elif rgi_version == 7.0:\n", + " for column in [\"src_date\"]:\n", + " years = gdf[column].str[:4]\n", + " months = gdf[column].str[5:7].replace(\"99\", \"01\")\n", + " days = gdf[column].str[8:10].replace(\"99\", \"01\")\n", + " date = years + months + days\n", + " date = date.where(~date.str.startswith(\"-\"))\n", + " columns.append(pd.to_datetime(date))\n", "dates = pd.DataFrame(columns).mean()\n", "year = dates.dt.year.astype(\"Int64\")\n", "gdf[\"decimal_year\"] = year + (dates.dt.dayofyear - 1) / (365 + dates.dt.is_leap_year)\n", @@ -794,7 +901,10 @@ "missing_perc = 100 * (missing / len(gdf[\"year\"]))\n", "# Get some statistics\n", "n_glaciers = len(gdf)\n", - "total_area = gdf[\"AREA\"].sum()\n", + "if rgi_version == 6.0:\n", + " total_area = gdf[\"AREA\"].sum()\n", + "elif rgi_version == 7.0:\n", + " total_area = gdf[\"area_km2\"].sum()\n", "# Plot data\n", "ax = size.plot.bar(\n", " figsize=(15, 5),\n", @@ -806,7 +916,7 @@ "_ = ax.text(\n", " 0.015,\n", " 0.87,\n", - " f\"Date of digitization data (both BGNDATE and ENDDATE) are completely missing for {missing} glaciers or {missing_perc:.2f}% of the dataset.\",\n", + " f\"Date of digitization data (origin dates) are completely missing for {missing} glaciers or {missing_perc:.2f}% of the dataset.\",\n", " transform=ax.transAxes,\n", " bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"},\n", ");\n", @@ -818,20 +928,28 @@ " bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"},\n", ");\n", "ax.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n", - "ax.set_title(\"Frequency of the year of digitization in the RGIv6.0 dataset\",fontsize=15);" + "ax.set_title(\"Frequency of the year of digitization in the RGIv{} dataset\".format(rgi_version), fontsize=18);" ] }, { "cell_type": "markdown", - "id": "28", + "id": "32", "metadata": {}, "source": [ - "*
Figure 1. Time of digitization for the glaciers in the glacier extent dataset (RGIv6.0).
*" + "*
Figure 1. Time of digitization for the glaciers in the glacier extent dataset.
*" ] }, { "cell_type": "markdown", - "id": "29", + "id": "33", + "metadata": {}, + "source": [ + "#### 2.2 Spatial distribution of date of digitization" + ] + }, + { + "cell_type": "markdown", + "id": "34", "metadata": {}, "source": [ "Let us check the spatial distribution of the year of digitization for each glacier in the dataset. We therefore produce a world map where every dot represents a glacier, that is colored according to its year of digitization. Glaciers with missing data are not plotted:" @@ -839,13 +957,13 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "30", + "execution_count": 24, + "id": "35", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -867,25 +985,39 @@ " cmap=cmap,\n", " norm=norm,\n", " label=r\"Time of digitization $year_t$ (CE)\",\n", - " title=\"Glacier distribution around the year 2000 according to the RGI v6.0\",\n", + " title=f\"Glacier distribution around the year 2000 according to the RGI v{rgi_version}\",\n", ")" ] }, { "cell_type": "markdown", - "id": "31", + "id": "36", "metadata": {}, "source": [ - "*
Figure 2. Spatial distribution of the time of digitization for the glaciers in the glacier extent dataset (RGIv6.0).
*" + "*
Figure 2. Spatial distribution of the time of digitization for the glaciers in the glacier extent dataset.
*" ] }, { "cell_type": "markdown", - "id": "32", + "id": "37", + "metadata": {}, + "source": [ + "From the above plots, it becomes clear that not all glaciers are digitized in the year 2000 CE. Although the dataset is intended to be a snapshot of the world’s glaciers as they were near the beginning of the 21$^{st}$ century, the user must keep in mind that the range of digitization dates is substantial. This means that the outlines do not all lie in between the same time frame, which is a main issue of the dataset. The figures above demonstrate that most outlines originate from the period between 2000 and 2010 CE. However, for some areas like the western United States or some peripheral glaciers around northern Greenland and the Antarctic Penninsula, the glacier outlines date back to the 1970s or earlier. The user should take note of that before using a specific glacier outline. " + ] + }, + { + "cell_type": "markdown", + "id": "38", + "metadata": {}, + "source": [ + "#### 2.3 The (area-weighted) mean year of digitization per RGI region" + ] + }, + { + "cell_type": "markdown", + "id": "39", "metadata": {}, "source": [ - "From the above plots, it becomes clear that not all glaciers are digitized in the year 2000 CE. Although the dataset is intended to be a snapshot of the world’s glaciers as they were near the beginning of the 21$^{st}$ century, the user must keep in mind that the range of digitization dates is substantial. This means that the outlines do not all lie in between the same time frame, which is a main issue of the dataset. The figures above demonstrate that most outlines originate from the period between 2000 and 2010 CE. However, for some areas like New Zealand, the Caucasus or the western United States, the glacier outlines date back to the 1970s or earlier. The user should take note of that before using a specific glacier outline. \n", - "\n", "Let us now calculate the (area-weighted) mean time of digitization for all RGI regions:\n", "\n", "- Arithmetic mean:\n", @@ -913,13 +1045,21 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "33", + "execution_count": 30, + "id": "40", "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The global arithmetic mean year of digitization (RGI v7.0) is 2001.8 CE.\n", + "The global area-weighted mean year of digitization (RGI v7.0) is 2001.7 CE.\n" + ] + }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -929,21 +1069,38 @@ } ], "source": [ - "# Extract region number from RGIID\n", - "gdf[\"region\"] = gdf[\"RGIID\"].str[6:8].astype(int)\n", + "if rgi_version == 6.0:\n", + " # Extract region number from RGIID\n", + " gdf[\"region\"] = gdf[\"RGIID\"].str[6:8].astype(int)\n", "\n", - "# Group by region and calculate total area\n", - "grouped = gdf[[\"year\", \"decimal_year\", \"AREA\", \"region\"]].groupby(\"region\")\n", - "ungrouped = gdf[[\"year\", \"decimal_year\", \"AREA\", \"region\"]]\n", - "total_area = grouped[\"AREA\"].sum()\n", + " # Group by region and calculate total area\n", + " grouped = gdf[[\"year\", \"decimal_year\", \"AREA\", \"region\"]].groupby(\"region\")\n", + " ungrouped = gdf[[\"year\", \"decimal_year\", \"AREA\", \"region\"]]\n", + " total_area = grouped[\"AREA\"].sum()\n", "\n", - "# Calculate means\n", - "means = {\n", - " \"Arithmetic\": grouped[\"decimal_year\"].mean(),\n", - " \"Area-weighted\": grouped.apply(\n", - " weighted_average, \"decimal_year\", \"AREA\", include_groups=False\n", - " ),\n", - "}\n", + " # Calculate means\n", + " means = {\n", + " \"Arithmetic\": grouped[\"decimal_year\"].mean(),\n", + " \"Area-weighted\": grouped.apply(\n", + " weighted_average, \"decimal_year\", \"AREA\", include_groups=False\n", + " ),\n", + " }\n", + "elif rgi_version == 7.0:\n", + " # Extract region number from o1region\n", + " gdf[\"region\"] = gdf[\"o1region\"].astype(int)\n", + "\n", + " # Group by region and calculate total area\n", + " grouped = gdf[[\"year\", \"decimal_year\", \"area_km2\", \"region\"]].groupby(\"region\")\n", + " ungrouped = gdf[[\"year\", \"decimal_year\", \"area_km2\", \"region\"]]\n", + " total_area = grouped[\"area_km2\"].sum()\n", + "\n", + " # Calculate means\n", + " means = {\n", + " \"Arithmetic\": grouped[\"decimal_year\"].mean(),\n", + " \"Area-weighted\": grouped.apply(\n", + " weighted_average, \"decimal_year\", \"area_km2\", include_groups=False\n", + " ),\n", + " }\n", "\n", "# Ensure regions are correctly defined as an array\n", "regions = np.array(list(grouped.groups.keys())) # Extract regions as a sorted array\n", @@ -957,6 +1114,12 @@ "r1 = regions - bar_width / 2 # Positions for arithmetic bars\n", "r2 = regions + bar_width / 2 # Positions for area-weighted bars\n", "\n", + "textstr = '\\n'.join((\n", + " 'The global arithmetic mean year of digitization (RGI v{:.1f}) is {:.1f} CE.'.format(rgi_version, gdf[\"decimal_year\"].mean()),\n", + " 'The global area-weighted mean year of digitization (RGI v{:.1f}) is {:.1f} CE.'.format(rgi_version, means[\"Area-weighted\"].mean()),\n", + "))\n", + "print(textstr)\n", + "\n", "# Create the bar plot\n", "plt.figure(figsize=(12, 6))\n", "plt.bar(r1, arithmetic_means, width=bar_width, color='blue', label='Arithmetic')\n", @@ -965,18 +1128,11 @@ "# Add labels, title, and legend\n", "plt.xlabel(\"RGI region number\")\n", "plt.ylabel(r\"Year of digitization $\\overline{year}_a$ or $\\overline{year}_w$ (CE)\")\n", - "plt.title(\"The (area-weighted) mean year of digitization per RGI region\", fontsize=15)\n", + "plt.title(\"The (area-weighted) mean year of digitization per RGI region (RGI v{})\".format(rgi_version), fontsize=18)\n", "plt.xticks(regions) # Ensure x-ticks match region numbers\n", "plt.ylim(1975, 2015) # Replace 1980 and 2020 with your desired range\n", "plt.legend()\n", "\n", - "# Add text box with statistics\n", - "textstr = '\\n'.join((\n", - " 'The global arithmetic mean year of digitization is %.1f CE' % (gdf[\"decimal_year\"].mean(), ),\n", - " 'The global area-weighted mean year of digitization is %.1f CE' % (means[\"Area-weighted\"].mean()),\n", - "))\n", - "plt.text(min(regions) - 1.1, min(arithmetic_means) + 34, textstr, bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"})\n", - "\n", "# Add grid and show plot\n", "plt.grid(color='#95a5a6', linestyle='-', alpha=0.25, axis='y') # Grid only on y-axis\n", "plt.tight_layout()\n", @@ -985,7 +1141,7 @@ }, { "cell_type": "markdown", - "id": "34", + "id": "41", "metadata": {}, "source": [ "*
Figure 3. Arithmetic and area-weighted mean year of digitization for the glaciers in each RGI region of the glacier extent dataset.
*" @@ -993,113 +1149,121 @@ }, { "cell_type": "markdown", - "id": "35", + "id": "42", "metadata": {}, "source": [ - "We observe that at the global scale, the area-weighted average of the year of digitization is close to 2001 CE, which only slightly differs in time from the nominally stated dataset reference time (i.e. 2000 CE). However, the (area-weighted) average of the time of digitization varies notably across the different RGI regions: for New Zealand (RGI region 18), for example, the area-weighted average is only 1978 CE." + "We observe that at the global scale, the arithmetic area-weighted average of the year of digitization is close to 2002 CE, which only slightly differs in time from the nominally stated dataset reference time (i.e. 2000 CE). However, the (area-weighted) average of the time of digitization varies notably across the different RGI regions: for RGI region 19, for example, the area-weighted average dates back to the beginning of the 1990s, but for RGI region 1 the average origin dates are closer to the 2010s." ] }, { "cell_type": "markdown", - "id": "36", + "id": "43", "metadata": {}, "source": [ - "### How well can the data be used to estimate current global glacier ice volumes?" + "### 3. Estimation of current global glacier ice volumes with RGI data" ] }, { "cell_type": "markdown", - "id": "37", + "id": "44", "metadata": {}, "source": [ - "#### Recent glacier area and volume change trends" + "#### 3.1 Recent glacier area and mass/volume change trends" ] }, { "cell_type": "markdown", - "id": "38", + "id": "45", "metadata": {}, "source": [ "Going back to our specific use case, it is worth noting that several methods exist in the literature to derive ice thickness and ice volume estimates of glaciers at different spatial scales, of which the most well-known procedures are the volume-area scaling method, numerical modelling, and the estimation of ice thicknesses from surface characteristics and the principle of ice dynamics. These methods, however, strongly rely on the precise determination of the glacier surface area (and hypsometry) as input data to derive total ice volume estimates. \n", "\n", - "Farinotti et al. (2019), for example, used the RGIv6.0 dataset to derive a global glacier ice volume of 158.17 ± 41.03 × 10³ km³, noting the heavy reliance on accurate glacier surface area data [[3](https://www.nature.com/articles/s41561-019-0300-3)]. Other studies, including Huss and Farinotti (2012) and Marzeion et al. (2012), have similarly highlighted input data uncertainties with respect to the glacier area in ice volume estimates [[4](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2012JF002523), [5](https://tc.copernicus.org/articles/6/1295/2012/)]. The main concern here is that the glacierized area has decreased significantly during the last several decades, with global glacier area decreasing at rates of -0.18% to -0.34% per year and median retreat rates of 7.4 m per year [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681), [7](https://www.sciencedirect.com/science/article/pii/S1674927820300058), [8](https://tc.copernicus.org/articles/8/659/2014/)]. These changes suggest a potential overestimation of volumes for glaciers digitized before 2000 CE and an underestimation elsewhere. The suitability of RGI outlines for current volume estimates therefore primarily depends on (1) the deviation of the time since digitization from 2000 CE and (2) the significance of glacier area/volume changes during that period, and are secondarily influenced by the local climate and specific glacier geometries." + "Farinotti et al. (2019), for example, used the RGIv6.0 dataset to derive a global glacier ice volume of 158.17 ± 41.03 × 10³ km³, noting the heavy reliance on accurate glacier surface area data [[3](https://www.nature.com/articles/s41561-019-0300-3)]. Other studies, including Huss and Farinotti (2012) and Marzeion et al. (2012), have similarly highlighted input data uncertainties with respect to the glacier area in ice volume estimates [[4](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2012JF002523), [5](https://tc.copernicus.org/articles/6/1295/2012/)]. The main concern here is that the glacierized area has decreased significantly during the last several decades, with global glacier area decreasing at rates of -0.18% to -0.34% per year and median retreat rates of 7.4 m per year [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681), [7](https://www.sciencedirect.com/science/article/pii/S1674927820300058), [8](https://tc.copernicus.org/articles/8/659/2014/)]. These changes suggest a potential overestimation of volumes for glaciers digitized before 2000 CE and an underestimation elsewhere. The suitability of RGI outlines for current volume estimates therefore primarily depends on (1) the deviation of the time since digitization from 2000 CE and (2) the significance of glacier area/volume changes during that period, which are influenced by the local climate and specific glacier geometries." ] }, { "cell_type": "markdown", - "id": "39", + "id": "46", "metadata": {}, "source": [ - "#### An attempt to quantify potential glacier volume over or underestimation due to misdated outlines" + "#### 3.2 An attempt to quantify potential glacier volume over or underestimation due to misdated outlines" ] }, { "cell_type": "markdown", - "id": "40", + "id": "47", "metadata": {}, "source": [ "It is difficult to quantify the potential volume over or underestimation due to misdated outlines for each glacier in the dataset. However, we can get an idea of the regional glacier volume under/overestimation for 2000 CE by using other datasets that are available on the CDS. The goal is thus to obtain values for the regional glacier volume change between the year 2000 CE and the area-weighted mean year of digitization of that region $\\overline{year}_w$ (which is thus equivalent to the potential volume over or underestimation relative to the year 2000 CE), denoted with the symbol $dV_{\\text{region}}^{2000,\\overline{\\text{year}}_w}$. \n", "\n", - "To get an idea of these glacier volume changes $dV_{\\text{region}}^{2000,\\overline{year}_w}$, we can make use of the \"[Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview)\" dataset that is on the CDS. This dataset estimates the gridded yearly mass change of glacier ice $dM/dt$ in Gt yr$^{-1}$, which can be converted to glacier volume changes $dV/dt$ with units of km$^3$ yr$^{-1}$ of ice. We therefore calculate the volume change between 2000 CE and the area-weighted average year of digitization for a certain RGI region ($\\overline{year}_w$) to get a total volume change for that specific RGI region $dV_{\\text{region}}^{2000,\\overline{year}_w}$. If ${{\\overline{year}_w}}$ is a decimal (fractional) year, we use linear interpolation to find the interpolated glacier mass and volume change: \n", + "To get an idea of these potential glacier volume over- or underestimations, we can make use of the \"[Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview)\" dataset that is on the CDS. This dataset estimates the gridded yearly mass change of glacier ice ($dM/dt$) in Gt yr$^{-1}$, which can be converted to glacier volume changes ($dV/dt$) with units of km$^3$ yr$^{-1}$ of ice by making use of the density of ice. We thus calculate the mass and volume change between 2000 CE and the area-weighted average year of digitization for a certain RGI region ($\\overline{year}_w$) to get a total volume change for that specific RGI region between those two dates $dV_{\\text{region}}^{2000,\\overline{year}_w}$. If ${{\\overline{year}_w}}$ is a decimal (fractional) year, we use linear interpolation to find the interpolated glacier mass and volume change: \n", "\n", "$ \n", "dV_{\\text{region}}^{2000,\\overline{year}_w} \\text{ [km}^3\\text{]} = \n", "\\begin{cases} \n", - "\\left(\\sum\\limits_{i=2000}^{\\lceil \\overline{year}_w \\rceil} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{{region}}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\lceil \\overline{year}_w \\rceil - \\overline{year}_w \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lceil \\overline{year}_w \\rceil} \\right) \\right] & \\text{if } \\overline{year}_w > 2000 \\\\ \n", - "\\left(\\sum\\limits_{i=\\lfloor \\overline{year}_w \\rfloor}^{2000} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\overline{year}_w - \\lfloor \\overline{year}_w \\rfloor \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lfloor \\overline{year}_w \\rfloor} \\right) \\right] & \\text{if } \\overline{year}_w < 2000 \n", + "\\left(\\sum\\limits_{i=2000}^{\\lceil \\overline{year}_w \\rceil} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{{region}}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\lceil \\overline{year}_w \\rceil - \\overline{year}_w \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lceil \\overline{year}_w \\rceil} \\right) \\right] & \\text{if } \\overline{year}_w > 2000 \\\\ \n", + "\\left(\\sum\\limits_{i=\\lfloor \\overline{year}_w \\rfloor}^{2000} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\overline{year}_w - \\lfloor \\overline{year}_w \\rfloor \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lfloor \\overline{year}_w \\rfloor} \\right) \\right] & \\text{if } \\overline{year}_w < 2000 \n", "\\end{cases} \n", "$\n", "\n", - "Here, we further assume a density $\\rho_i$ of 850 kg m$^{-3}$ for the mass to volume conservation of glaciers [[9](https://tc.copernicus.org/articles/7/877/2013/tc-7-877-2013.html)]. This may look like a complicated formula, but the principle is simple: for each RGI region, we simply sum the mass (and hence volume) changes over all spatial pixels between the year 2000 CE and the area-weighted year of digitization $(\\overline{year}_w)$:\n", + "Here, we further assume an ice density $\\rho_i$ of 850 kg m$^{-3}$ for the mass to volume conservation of glaciers [[9](https://tc.copernicus.org/articles/7/877/2013/tc-7-877-2013.html)]. This may look like a complicated formula, but the principle is simple: for each RGI region, we simply sum the mass (and hence volume) changes over all spatial pixels between the year 2000 CE and the area-weighted year of digitization $(\\overline{year}_w)$:\n", "- If $(\\overline{year}_w)$ is an integer, the second part of the formula (after the minus sign) drops out.\n", "- If $(\\overline{year}_w)$ is not an integer, the formula adjusts for the fractional part of the year:\n", " - If $(\\overline{year}_w)$ > 2000, it uses the fraction between $(\\overline{year}_w)$ and $(\\lceil \\overline{year}_w \\rceil)$, where $\\lceil \\cdot \\rceil$ denotes the ceiling function, which rounds a number up to the nearest integer.\n", " - If $(\\overline{year}_w)$ < 2000, it uses the fraction between $(\\lfloor \\overline{year}_w \\rfloor)$ and $(\\overline{year}_w)$, where $\\lfloor \\cdot \\rfloor$ denotes the floor function, which rounds a number down to the nearest integer.\n", "\n", - "Now that we have all information to derive values for $ dV_{\\text{region}}^{2000,\\overline{year}_w}$, let us apply this to the 19 different RGI regions in the RGIv6.0 data:" + "Now that we have all information to derive values for $ dV_{\\text{region}}^{2000,\\overline{year}_w}$, let us apply this to the 19 different RGI regions in the RGIv7.0 data:" ] }, { "cell_type": "code", - "execution_count": 25, - "id": "41", + "execution_count": 36, + "id": "48", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "The volume estimate in RGI region 1 for the year 2000 CE is underestimated by 599.82 km³.\n", - "The volume estimate in RGI region 2 for the year 2000 CE is underestimated by 25.83 km³.\n", - "The volume estimate in RGI region 3 for the year 2000 CE is underestimated by 14.31 km³.\n", - "The volume estimate in RGI region 4 for the year 2000 CE is underestimated by 32.56 km³.\n", - "The volume estimate in RGI region 5 for the year 2000 CE is underestimated by 50.51 km³.\n", - "The volume estimate in RGI region 6 for the year 2000 CE is underestimated by 0.09 km³.\n", - "The volume estimate in RGI region 7 for the year 2000 CE is underestimated by 100.18 km³.\n", - "The volume estimate in RGI region 8 for the year 2000 CE is underestimated by 12.76 km³.\n", - "The volume estimate in RGI region 9 for the year 2000 CE is underestimated by 78.40 km³.\n", - "The volume estimate in RGI region 10 for the year 2000 CE is underestimated by 11.96 km³.\n", - "The volume estimate in RGI region 11 for the year 2000 CE is underestimated by 5.30 km³.\n", - "The volume estimate in RGI region 12 for the year 2000 CE is overestimated by 2.12 km³.\n", - "The volume estimate in RGI region 13 for the year 2000 CE is underestimated by 63.60 km³.\n", - "The volume estimate in RGI region 14 for the year 2000 CE is underestimated by 3.90 km³.\n", - "The volume estimate in RGI region 15 for the year 2000 CE is underestimated by 27.86 km³.\n", - "The volume estimate in RGI region 16 for the year 2000 CE is underestimated by 4.33 km³.\n", - "The volume estimate in RGI region 17 for the year 2000 CE is underestimated by 15.78 km³.\n", - "The volume estimate in RGI region 18 for the year 2000 CE is overestimated by 3.75 km³.\n", - "The volume estimate in RGI region 19 for the year 2000 CE is underestimated by 248.11 km³.\n", + "The volume estimate in RGI region 1 for the year 2000 CE is underestimated by 624.97 km³.\n", + "The volume estimate in RGI region 2 for the year 2000 CE is underestimated by 39.12 km³.\n", + "The volume estimate in RGI region 3 for the year 2000 CE is overestimated by 5.98 km³.\n", + "The volume estimate in RGI region 4 for the year 2000 CE is underestimated by 23.77 km³.\n", + "The volume estimate in RGI region 5 for the year 2000 CE is underestimated by 21.75 km³.\n", + "The volume estimate in RGI region 6 for the year 2000 CE is underestimated by 6.82 km³.\n", + "The volume estimate in RGI region 7 for the year 2000 CE is underestimated by 101.60 km³.\n", + "The volume estimate in RGI region 8 for the year 2000 CE is underestimated by 13.40 km³.\n", + "The volume estimate in RGI region 9 for the year 2000 CE is underestimated by 86.71 km³.\n", + "The volume estimate in RGI region 10 for the year 2000 CE is underestimated by 4.07 km³.\n", + "The volume estimate in RGI region 11 for the year 2000 CE is underestimated by 5.97 km³.\n", + "The volume estimate in RGI region 12 for the year 2000 CE is underestimated by 0.45 km³.\n", + "The volume estimate in RGI region 13 for the year 2000 CE is underestimated by 10.02 km³.\n", + "The volume estimate in RGI region 14 for the year 2000 CE is underestimated by 3.92 km³.\n", + "The volume estimate in RGI region 15 for the year 2000 CE is underestimated by 10.98 km³.\n", + "The volume estimate in RGI region 16 for the year 2000 CE is underestimated by 0.13 km³.\n", + "The volume estimate in RGI region 17 for the year 2000 CE is underestimated by 41.87 km³.\n", + "The volume estimate in RGI region 18 for the year 2000 CE is overestimated by 0.26 km³.\n", + "The volume estimate in RGI region 19 for the year 2000 CE is underestimated by 185.05 km³.\n", "\n", - "The volume estimate at the global scale for the year 2000 CE is underestimated by 1289.42 km³.\n" + "The volume estimate at the global scale for the year 2000 CE is underestimated by 1174.35 km³.\n" ] } ], "source": [ - "# Mask data for RGI regions\n", - "regions = gdf[\"RGIID\"].str[6:8].astype(int)\n", - "da = regions.to_xarray().assign_coords(\n", - " lon=gdf[\"CENLON\"].to_xarray(),\n", - " lat=gdf[\"CENLAT\"].to_xarray(),\n", - ")\n", + "if rgi_version == 6.0:\n", + " # Mask data for RGI regions\n", + " regions = gdf[\"RGIID\"].str[6:8].astype(int)\n", + " da = regions.to_xarray().assign_coords(\n", + " lon=gdf[\"CENLON\"].to_xarray(),\n", + " lat=gdf[\"CENLAT\"].to_xarray(),\n", + " )\n", + "elif rgi_version == 7.0:\n", + " # Mask data for RGI regions\n", + " regions = gdf[\"o1region\"].astype(int)\n", + " da = regions.to_xarray().assign_coords(\n", + " lon=gdf[\"cenlon\"].to_xarray(),\n", + " lat=gdf[\"cenlat\"].to_xarray(),\n", + " )\n", "regridder = xe.Regridder(da, ds, locstream_in=True, method=\"nearest_s2d\")\n", "mask_2d = regridder(da)\n", "mask = xr.concat(\n", @@ -1109,17 +1273,16 @@ "ds = ds.where(mask)\n", "\n", "# Compute cumulative fields\n", - "ds[\"time\"] = ds[\"time\"].dt.year\n", "ds[\"time\"].attrs |= {\"long_name\": \"Time\", \"units\": \"yr\"}\n", "for da in ds.data_vars.values():\n", " da.attrs[\"units\"] += \" $yr^{-1}$\"\n", " da.attrs[\"long_name\"] = da.attrs[\"long_name\"].replace(\"_\", \" \").title()\n", "\n", "# Mass change\n", - "cumulative = (ds[\"Glacier\"].sum((\"latitude\",\"longitude\"),keep_attrs=True)).cumsum(\"time\")\n", + "cumulative = (ds[\"glacier_mass_change_gt\"].sum((\"latitude\",\"longitude\"),keep_attrs=True)).cumsum(\"time\")\n", "cumulative.attrs = {\n", - " \"units\": ds[\"Glacier\"].attrs[\"units\"].split()[0],\n", - " \"long_name\": f\"Cumulative {ds['Glacier'].attrs['long_name']}\",\n", + " \"units\": ds[\"glacier_mass_change_gt\"].attrs[\"units\"].split()[0],\n", + " \"long_name\": f\"Cumulative {ds['glacier_mass_change_gt'].attrs['long_name']}\",\n", "}\n", "ds[\"Cumulative\"] = cumulative\n", " \n", @@ -1148,7 +1311,7 @@ }, { "cell_type": "markdown", - "id": "42", + "id": "49", "metadata": {}, "source": [ "Or when plotted:" @@ -1156,13 +1319,13 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "43", + "execution_count": 38, + "id": "50", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1180,11 +1343,11 @@ "# Set plot labels and title\n", "ax.set_xlabel(\"RGI region number\")\n", "ax.set_ylabel(\"Volume over/underestimation $dV_{{region}}^{2000,\\overline{year}_w}$ (km$^3$)\")\n", - "ax.set_title(\"Glacier volume over or underestimation per RGI region w.r.t. 2000 CE\", fontsize=15)\n", + "ax.set_title(\"Glacier volume over or underestimation per RGI region w.r.t. 2000 CE (RGI v{})\".format(rgi_version), fontsize=15)\n", "# Set x-ticks, grid, and x-limits\n", "ax.set_xticks(regions) # Ensure x-ticks match the region numbers\n", "ax.grid(color='#95a5a6', linestyle='-', alpha=0.25, axis='y') # Add gridlines only on the y-axis\n", - "ax.set_xlim(1, max(regions)) # Adjust the x-axis limits to match region numbers\n", + "ax.set_xlim(1-0.5, max(regions)+0.5) # Adjust the x-axis limits to match region numbers\n", "# Add legend (optional)\n", "ax.legend()\n", "# Show the plot\n", @@ -1194,43 +1357,79 @@ }, { "cell_type": "markdown", - "id": "44", + "id": "51", "metadata": {}, "source": [ - "*Figure 4. Total volume over or underestimation compared to the year 2000 CE for the glaciers in each RGI region of the glacier extent dataset (RGv6.0).*" + "*Figure 4. Total volume over or underestimation compared to the year 2000 CE for the glaciers in each RGI region of the glacier extent dataset.*" ] }, { "cell_type": "markdown", - "id": "45", + "id": "52", "metadata": {}, "source": [ - "In the plot above, negative values indicate an underestimation. It is clear that especially RGI regions 1 (Alaska) and 19 (Antarctic and Subantarctic) exhibit a relatively large underestimation of the total glacier ice volume, mainly due to their large deviation of the area-weighted average year of digitization to the year 2000 CE, as well as the large glacier ice volume changes during this corresponding period. At the global scale, glacier ice volume estimates would exhibit an underestimation of ca. 1300 km³ due to misdated glacier outlines, which is only ca. 0.8% of the total glacier ice volume estimate by Farinotti et al. (2019). Glacier ice volumes are only overestimated in RGI regions 12 (Caucasus and Middle East) and 18 (New Zealand). Percentage-wise, the highest deviation relative to the total glacier ice volume in a certain region occurs in RGI region 10 (North Asia ~ in the order of 8%). At the global scale, the above obtained deviation related to the misdated glacier outlines from RGIv6.0 is thus relatively low when compared to the total global glacier ice volume estimate from Farinotti et al. (2019), implying that the dataset is well-suited to estimate current global glacier ice volumes for the year 2000 CE. The corresponding systematic error is, however, glacier- and region-dependent." + "In the plot above, negative values indicate an underestimation. Underestimations of glacier volumes are dominant, which is because the (area-weighted) average origin dates of the outlines are generally later than 2000 CE, together with a general trend of glacier shrinkage during the last several decades [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681)]. It is clear that especially RGI regions 1 (Alaska) and 19 (Antarctic and Subantarctic) exhibit a relatively large underestimation of the total glacier ice volume, mainly due to their large deviation of the area-weighted average year of digitization to the year 2000 CE, as well as the large glacier ice volume changes during this corresponding period. At the global scale, glacier ice volume estimates would exhibit an underestimation of ca. 1174 km³ due to misdated glacier outlines, which is only ca. 0.75% of the total glacier ice volume estimate by Farinotti et al. (2019). At the global scale, the above obtained deviation related to the misdated glacier outlines from RGIv7.0 is thus relatively low when compared to the total global glacier ice volume estimate from Farinotti et al. (2019), implying that the dataset is well-suited to estimate current global glacier ice volumes for the year 2000 CE. The corresponding systematic error is thus small, but glacier- and region-dependent." ] }, { "cell_type": "markdown", - "id": "46", + "id": "53", "metadata": {}, "source": [ - "### Other potential sources of error and uncertainty" + "![alternatvie text](https://www.glims.org/rgi_user_guide/_images/global_map_small.jpeg)" ] }, { "cell_type": "markdown", - "id": "47", + "id": "54", + "metadata": {}, + "source": [ + "*Figure 5. The 19 first-order regions of the RGI version 7.0 and glacier locations in red. From: [GLIMS RGI](https://www.glims.org/rgi_user_guide/welcome.html).*" + ] + }, + { + "cell_type": "markdown", + "id": "55", + "metadata": {}, + "source": [ + "#### 3.3 Other potential sources of error and uncertainty" + ] + }, + { + "cell_type": "markdown", + "id": "56", "metadata": {}, "source": [ "Several additional factors contribute to the uncertainty in glacier data derived from the RGI dataset. These include low-resolution and poor-quality source data, errors by digitizers, and challenges such as shadows, clouds, proglacial lakes, seasonal snowfields, and limited multi-temporal satellite imagery. The most significant source of misdelineation is supraglacial debris, which often results in glacier area underestimation in regions with extensive debris cover (e.g. High Mountain Asia and the Caucasus), due to the spectral similarity between debris and surrounding moraines or bedrock [[10](https://www.cambridge.org/core/journals/annals-of-glaciology/article/on-the-accuracy-of-glacier-outlines-derived-from-remotesensing-data/D9EF9B9A26CEF34970C4F4924C19CE93)]. Additionally, ice bodies smaller than 0.01 km², considered below the threshold for ice flow, were excluded, leading to further underestimation of glacier area in some regions [[1](https://www.glims.org/RGI/randolph60.html)].\n", "\n", - "The interpretation of what constitutes a glacier also varies due to the diverse global community that contributed to the dataset, causing inconsistencies in how features like debris-covered glaciers, tributaries, and peripheral ice bodies in Antarctica and Greenland were handled [[11](https://www.cambridge.org/core/journals/journal-of-glaciology/article/what-is-the-global-glacier-ice-volume-outside-the-ice-sheets/AB9CE3BDB3741B44B6A2A94FAB28A83B)]. For example, distinguishing debris-covered ice from bedrock or separating outlet glaciers from main ice sheets remains problematic. In RGI regions 14 and 15 (South Asia West and East), significant underestimation is evident in the gridded version of the dataset compared to the vector counterpart, with errors exceeding 50% in South Asia East [[12](https://www.cambridge.org/core/journals/journal-of-glaciology/article/new-global-gridded-glacier-dataset-based-on-the-randolph-glacier-inventory-version-60/621E15FFA80C8B0612146022A7197AC5)].\n", + "The interpretation of what constitutes a glacier also varies due to the diverse global community that contributed to the dataset, causing inconsistencies in how features like debris-covered glaciers, tributaries, and peripheral ice bodies in Antarctica and Greenland were handled [[11](https://www.cambridge.org/core/journals/journal-of-glaciology/article/what-is-the-global-glacier-ice-volume-outside-the-ice-sheets/AB9CE3BDB3741B44B6A2A94FAB28A83B)]. For example, distinguishing debris-covered ice from bedrock or separating outlet glaciers from main ice sheets remains problematic. In the southern Asian/Himalayan region, significant differences between glacier areas in the gridded and vector versions of the dataset are furthermore present [[12](https://www.cambridge.org/core/journals/journal-of-glaciology/article/new-global-gridded-glacier-dataset-based-on-the-randolph-glacier-inventory-version-60/621E15FFA80C8B0612146022A7197AC5)].\n", "\n", "Quantitative error estimates are not provided in the dataset, but [[2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)] noted that relative errors are higher for small glaciers due to their larger outline-to-area ratio. Consequently, the uncertainty in an individual glacier outline depends on the quality of the source material and the specific glacier's characteristics, even for outlines assumed to represent 2000 CE. Users should exercise caution, particularly in regions with significant debris cover or small glacier features." ] }, { "cell_type": "markdown", - "id": "48", + "id": "57", + "metadata": {}, + "source": [ + "### 4. Short summary and take-home messages" + ] + }, + { + "cell_type": "markdown", + "id": "58", + "metadata": {}, + "source": [ + "The glacier area dataset on the CDS aims to capture the spatial distribution and state of glacier outlines representative for the year 2000 CE. However, the date of digitization (i.e. the time for which the outlines are representative) can significantly deviate from 2000 CE, resulting in a systematic error. Nevertheless, the (area-weighted) mean date of origin of the glacier outlines is relatively close to 2000 CE at the global scale, although a tendency for digitization dates that are slightly more recent than 2000 CE is noted.\n", + "\n", + "When quantifying current global glacier volumes with RGI glacier areas as input data, this sytematic error has to be taken into account. The suitability of a RGI outline for current glacier ice volume estimates hence depends on (1) the deviation of the time since digitization from 2000 CE and (2) the significance of glacier area/volume changes during that period, which are influenced by changes of the local climate and the specific glacier geometries. When compared to the total global ice volume estimate by Farinotti et al. (2019), the resulting systematic error calculated in this notebook is in the order of <1% only. This makes the dataset reliable to be used as input data for current global glacier volume estimates, but the systematic error is glacier- and region-dependent. \n", + "\n", + "Additional factors to take into account are, amongst others, supraglacial debris, which often leads to underestimation of glacier area in debris-covered regions such as High Mountain Asia, and variation in how features like glacier tributaries and peripheral ice bodies are interpreted. Furthermore, although no quantitative error estimates are provided with the data, small glaciers tend to have higher relative errors [[3](https://www.nature.com/articles/s41561-019-0300-3)]. When fed into glaciological and/or hydrological models, users are thus advized to compare the glacier area data of the region(s) (or individual glacier) of interest with other reliable glacier datasets (or local glacier inventories) and remote sensing data to validate and cross-check them with the RGI data." + ] + }, + { + "cell_type": "markdown", + "id": "59", "metadata": {}, "source": [ "## ℹ️ If you want to know more" @@ -1238,7 +1437,7 @@ }, { "cell_type": "markdown", - "id": "49", + "id": "60", "metadata": {}, "source": [ "### Key resources" @@ -1246,19 +1445,19 @@ }, { "cell_type": "markdown", - "id": "50", + "id": "61", "metadata": {}, "source": [ "- [Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\n", "- [Documentation on the CDS](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/display/CKB/Glacier+Area)\n", "- [Copernicus climate change indicators: glaciers](https://climate.copernicus.eu/climate-indicators/glaciers)\n", "- [RGI website from GLIMS](https://www.glims.org/RGI/) (Global Land Ice Measurements from Space)\n", - "- [C3S EQC custom functions](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control` prepared by [BOpen](https://www.bopen.eu)." + "- [C3S EQC custom functions](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control` prepared by [B-Open](https://www.bopen.eu)." ] }, { "cell_type": "markdown", - "id": "51", + "id": "62", "metadata": {}, "source": [ "### References" @@ -1266,7 +1465,7 @@ }, { "cell_type": "markdown", - "id": "52", + "id": "63", "metadata": {}, "source": [ "- [[1](https://www.glims.org/RGI/randolph60.html)] RGI Consortium (2017). Randolph Glacier Inventory – A Dataset of Global Glacier Outlines: Version 6.0: Technical Report, Global Land Ice Measurements from Space, Colorado, USA. Digital Media. doi: 10.7265/N5-RGI-60.\n", From d699fc9439c34435f368aca31f9ff8e9b8f13026 Mon Sep 17 00:00:00 2001 From: malmans2 Date: Wed, 23 Jul 2025 10:10:57 +0200 Subject: [PATCH 3/3] revise notebook --- ...situ-glaciers-extent_uncertainty_q01.ipynb | 250 ++++++++++-------- 1 file changed, 135 insertions(+), 115 deletions(-) diff --git a/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb b/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb index 0bf17c822..ba0736777 100644 --- a/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb +++ b/Satellite_ECVs/Cryosphere/satellite_insitu-glaciers-extent_uncertainty_q01.ipynb @@ -5,7 +5,7 @@ "id": "0", "metadata": {}, "source": [ - "# Uncertainty of the Randolph Glacier Inventory (RGI) for year 2000 dataset in the context of glaciological and hydrological applications" + "# Utility of the Randolph Glacier Inventory (RGI) for regional and global glacier volume estimates" ] }, { @@ -13,7 +13,7 @@ "id": "1", "metadata": {}, "source": [ - "Production date: 31-03-2025\n", + "Production date: 31-05-2025\n", "\n", "Dataset version: 7.0\n", "\n", @@ -26,7 +26,7 @@ "id": "2", "metadata": {}, "source": [ - "## 🌍 Use case: Using digitized glacier outlines and glacier extent data around the year 2000 CE for the estimation of the corresponding global glacier ice volumes and their sea level equivalent" + "## 🌍 Use case: Using delineated glacier outlines and glacier extent data around the year 2000 for the estimation of the corresponding regional and global glacier ice volumes" ] }, { @@ -36,7 +36,7 @@ "metadata": {}, "source": [ "## ❓ Quality assessment question\n", - "* **\"What is the temporal distribution of the digitized glacier outlines, nominally provided for the year 2000 CE, and how well can they be used to estimate corresponding global glacier ice volumes?\"**" + "**\"What is the temporal distribution of the delineated glacier outlines, nominally provided for the year 2000, and how well can they be used to estimate regional and global glacier ice volumes?\"**" ] }, { @@ -44,7 +44,7 @@ "id": "4", "metadata": {}, "source": [ - "Glaciers are a major contributor to current global sea-level rise, a resource of fresh water, a potential threat of natural hazards, and an important factor for hydro-power production and runoff, as well as for recreation and tourism. A proper assessment of glacier areas, glacier characteristics, as well as their changes due to warming climatic conditions therefore plays a crucial role in dealing with these issues. In that regard, the \"[Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\" (here we use version 7.0) dataset on the Climate Data Store (CDS) provides key information with respect to glacier extent and their characteristics. The RGI dataset is a collection of digital glacier and ice cap outlines at the global scale, nominally provided for the year 2000 CE [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The data are available in both vector (a shapefile with polygons of individual glacier outlines) and raster (as gridded data with the aggregated fractional glacier areas per pixel) format. Although the goal of the dataset is to provide glacier outlines of all glaciers on Earth as close as possible to the year 2000, one of the main known issues of the dataset is the fact that the date of origin of the digitized glacier data varies substantially. This notebook investigates the corresponding temporal distribution of digitized glacier data in the vector version of the dataset and evaluates its implications for the estimation of current global glacier ice volumes using the example of Farinotti et al. (2019) [[3](https://www.nature.com/articles/s41561-019-0300-3)]. " + "Glaciers are a major contributor to current global sea-level rise, a resource of fresh water, a potential threat of natural hazards, and an important factor for hydro-power production and runoff, as well as for recreation and tourism. A proper assessment of glacier areas, glacier characteristics, as well as their changes due to warming climatic conditions therefore plays a crucial role in dealing with these issues. In that regard, the \"[Glaciers distribution data from the Randolph Glacier Inventory (RGI) for year 2000](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview)\" (here we use version 7.0) dataset on the Climate Data Store (CDS) provides key information with respect to glacier extent and their characteristics. The RGI dataset is a collection of digital glacier and ice cap outlines at the global scale, nominally provided for the year 2000 [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The data are available in both vector (a shapefile with polygons of individual glacier outlines) and raster (as gridded data with the aggregated fractional glacier areas per pixel) format. Although the goal of the dataset is to provide glacier outlines of all glaciers on Earth as close as possible to the year 2000, one of the main known issues of the dataset is the fact that the acquisition date of the delineated glacier data varies substantially. This notebook investigates the corresponding temporal distribution of delineated glacier data in the vector version of the dataset and evaluates its implications for the estimation of current global glacier ice volumes using the example of Farinotti et al. (2019) [[3](https://doi.org/10.1038/s41561-019-0300-3)]. " ] }, { @@ -62,8 +62,8 @@ "source": [ "```{admonition} These are the key outcomes of this assessment\n", ":class: note\n", - "- The RGIv7.0 dataset, available on the Climate Data Store, is the most comprehensive source of glacier outlines globally for around the year 2000 CE. However, it has certain limitations, including variations in digitization dates (some glaciers were digitized before or after 2000 CE) and the fact that the data represent a single snapshot in time, making it unsuitable for assessing temporal changes or climate impacts. These misdated glacier outlines (that deviate from 2000 CE) can lead to systematic errors in glacier volume estimates, with likely glacier volume and area underestimations for glaciers digitized after 2000 CE and overestimations for those digitized earlier. \n", - "- Despite these limitations, the (area-weighted) mean date of origin of the glacier outlines is relatively close to 2000 CE and the systematic error at the global scale is small (<1% of the total global ice volume estimate by Farinotti et al., 2019 [[3](https://www.nature.com/articles/s41561-019-0300-3)]), making the dataset reliable to be used as input data for current global glacier volume estimates. However, regional and glacier-specific errors can vary significantly due to factors like digitization times, glacier volume response times, and the presence of a supraglacial debris cover (which can further lead to omission errors). Users should carefully evaluate these factors for specific applications, including regional or glacier-specific volume estimates and other glaciological or hydrological analyses. \n", + "- The RGIv7.0 dataset, available on the Climate Data Store, is the most comprehensive source of glacier outlines globally for around the year 2000. However, it has certain limitations, including variations in delineation dates (some glaciers were delineated before or after 2000) and the fact that the data represent a single snapshot in time, making it unsuitable for assessing temporal changes or climate impacts. These acquired glacier outlines that deviate from 2000 can lead to systematic errors in glacier volume estimates, with likely glacier volume and area underestimations for glaciers delineated after 2000 and overestimations for those delineated earlier. \n", + "- Despite these limitations, the (area-weighted) mean acquisition date of the glacier outlines is relatively close to 2000 and the systematic error at the global scale is small (<1% of the total global ice volume estimate by Farinotti et al., 2019 [[3](https://doi.org/10.1038/s41561-019-0300-3)]), making the dataset reliable to be used as input data for current global glacier volume estimates. However, regional and glacier-specific errors can vary significantly due to factors like strongly deviating delineation dates, varying glacier volume response times, and the presence of a supraglacial debris cover (which can further lead to errors). Users should carefully evaluate these factors for specific applications, including regional or glacier-specific volume estimates and other glaciological or hydrological analyses. \n", "```" ] }, @@ -88,7 +88,7 @@ "id": "9", "metadata": {}, "source": [ - "The dataset of the glaciers distribution on the Climate Data Store (CDS) is an almost complete collection of digital glacier and ice cap outlines and their geometrical/hypsometrical characteristics from various data sources at the global scale [[1](https://www.glims.org/RGI/randolph60.html), [2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)]. The dataset on the CDS is considered a snapshot of glacier outlines around the year 2000 CE, assembled mainly from satellite images, and is based on the Randolph Glacier Inventory (RGI), which is currently the most complete dataset of glacier outlines. Simply stated, the glaciers in the dataset were automatically classified using the distinctive spectral reflectance signatures of snow and ice. During post-processing, raw glacier outlines are quality checked and manually corrected if required (e.g. in the case of a supraglacial debris cover). The vector part of the dataset divides the glaciers into separate RGI regions, i.e. there are 19 of those regions (\"clusters\" of glaciers) in RGIv7.0. The raster version of the data contains aggregated fractional glacier areas for each pixel of 1 by 1 degree but does not provide sufficient information to classify glaciers into distinct RGI regions. For a more detailed description of the data acquisition and processing methods, we refer to the [documentation on the CDS](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/display/CKB/Glacier+Area) (Copernicus Knowledge Base)." + "The dataset of the glaciers distribution on the Climate Data Store (CDS) is an almost complete collection of digital glacier and ice cap outlines and their geometrical/hypsometrical characteristics from various data sources at the global scale [[1](https://www.glims.org/RGI/randolph60.html), [2](https://doi.org/10.3189/2014JoG13J176)]. The RGI dataset on the CDS is considered a snapshot of glacier outlines around the year 2000, assembled mainly from satellite images, and is currently the most complete dataset of glacier outlines. Simply stated, the glaciers in the dataset were automatically classified using the distinctive spectral reflectance signatures of bedrock and ice. During post-processing, raw glacier outlines are quality checked and manually corrected if required (e.g. in the case of a supraglacial debris cover). The vector part of the dataset divides the glaciers into separate RGI regions, i.e. there are 19 of those regions (\"clusters\" of glaciers) in RGIv7.0. The raster version of the data contains aggregated fractional glacier areas for each pixel of 1 by 1 degree but does not provide sufficient information to classify glaciers into distinct RGI regions. For a more detailed description of the data acquisition and processing methods, we refer to the [documentation on the CDS](https://cds.climate.copernicus.eu/datasets/insitu-glaciers-extent?tab=overview) and the [ECMWF Confluence Wiki](https://confluence.ecmwf.int/display/CKB/Glacier+Area) (Copernicus Knowledge Base)." ] }, { @@ -104,19 +104,23 @@ "id": "11", "metadata": {}, "source": [ - "1. **Data preparation and processing**\n", - "* 1.1 Import packages\n", - "* 1.2 Define request and download\n", - "* 1.3 Display and inspect data\n", - "2. **The (area-weighted) mean year of digitization of glacier data**\n", - "* 2.1 Determination of date of digitization for every glacier\n", - "* 2.2 Spatial distribution of date of digitization\n", - "* 2.3 The (area-weighted) mean year of digitization per RGI region\n", - "3. **An attempt to quantify potential glacier volume and area over or underestimation due to misdated outlines**\n", - "* 3.1 Recent glacier area and mass/volume change trends\n", - "* 3.2 An attempt to quantify potential glacier volume over or underestimation due to misdated outlines\n", - "* 3.3 Other potential sources of error and uncertainty\n", - "4. **Short summary and take-home messages**" + "**[](section-1)**\n", + "\n", + "* [](section-1-1)\n", + "* [](section-1-2)\n", + "* [](section-1-3)\n", + " \n", + "**[](section-2)**\n", + "* [](section-2-1)\n", + "* [](section-2-2)\n", + "* [](section-2-3)\n", + "\n", + "**[](section-3)**\n", + "* [](section-3-1)\n", + "* [](section-3-2)\n", + "* [](section-3-3)\n", + " \n", + "**[](section-4)**" ] }, { @@ -132,6 +136,7 @@ "id": "13", "metadata": {}, "source": [ + "(section-1)=\n", "### 1. Data preparation and processing" ] }, @@ -140,6 +145,7 @@ "id": "14", "metadata": {}, "source": [ + "(section-1-1)=\n", "#### 1.1 Import packages" ] }, @@ -153,7 +159,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 46, "id": "16", "metadata": {}, "outputs": [], @@ -183,6 +189,7 @@ "id": "17", "metadata": {}, "source": [ + "(section-1-2)=\n", "#### 1.2 Define request and download" ] }, @@ -199,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 36, "id": "19", "metadata": {}, "outputs": [], @@ -257,7 +264,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 37, "id": "21", "metadata": {}, "outputs": [ @@ -272,7 +279,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1/1 [00:00<00:00, 16.45it/s]\n", + "100%|██████████| 1/1 [00:00<00:00, 32.78it/s]\n", " " ] }, @@ -287,7 +294,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1/1 [00:00<00:00, 32.77it/s]\n" + "100%|██████████| 1/1 [00:00<00:00, 65.71it/s]\n" ] }, { @@ -330,7 +337,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 38, "id": "23", "metadata": {}, "outputs": [], @@ -373,6 +380,7 @@ "id": "24", "metadata": {}, "source": [ + "(section-1-3)=\n", "#### 1.3 Display and inspect data" ] }, @@ -386,7 +394,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 39, "id": "26", "metadata": {}, "outputs": [ @@ -802,7 +810,7 @@ "[274531 rows x 29 columns]" ] }, - "execution_count": 16, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } @@ -816,7 +824,7 @@ "id": "27", "metadata": {}, "source": [ - "As can be seen above, the data includes attribute information for each individual glacier (i.e. digitized polygon) in the vector-type dataset. Important for this notebook are the `BGNDATE` and `ENDDATE` columns (for version 6.0) or `src_date` (for version 7.0), which contain information about the time of digitization of the specific glacier. If for some glaciers (part of) the attributes are missing, the data are filled by `-9999999`. We will use this information below." + "As can be seen above, the data includes attribute information for each individual glacier (i.e. delineated polygon) in the vector-type dataset. Important for this notebook are the `BGNDATE` and `ENDDATE` columns (for version 6.0) or `src_date` (for version 7.0), which contain information about the time of delineation of the specific glacier. If for some glaciers (part of) the attributes are missing, the data are filled by `-9999999`. We will use this information below." ] }, { @@ -824,7 +832,8 @@ "id": "28", "metadata": {}, "source": [ - "### 2. The (area-weighted) mean year of digitization of glacier data" + "(section-2)=\n", + "### 2. The (area-weighted) mean year of delineation of glacier data" ] }, { @@ -832,7 +841,8 @@ "id": "29", "metadata": {}, "source": [ - "#### 2.1 Determination of date of digitization for every glacier" + "(section-2-1)=\n", + "#### 2.1 Determination of date of delineation for every glacier" ] }, { @@ -840,7 +850,7 @@ "id": "30", "metadata": {}, "source": [ - "We can begin to answer the user question by extracting information from the attribute table of the downloaded shapefile. For some glaciers the outline is composed from several scenes over multiple years in v6.0, implying that a begin date (attribute \"`BGNDATE`\") and an end date (attribute \"`ENDDATE`\") is given in the attribute table in YYYYMMDD format (if both are available). For v7.0, the date is simply given by \"`src_date`\" in YYYY-MM-DD format: \n", + "We can begin to answer the user question by extracting information from the attribute table of the downloaded shapefile. For some glaciers the delineation of the outline is composed from several scenes over multiple years in v6.0, implying that a begin date (attribute \"`BGNDATE`\") and an end date (attribute \"`ENDDATE`\") of the outline delineation is given in the attribute table in YYYYMMDD format (if both are available). For v7.0, the acquisition or delineation date is simply given by \"`src_date`\" in YYYY-MM-DD format: \n", "\n", "$\n", "year_t = \\textstyle\\dfrac{BGNDATE_t + ENDDATE_t}{2}\\ \n", @@ -855,13 +865,13 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 40, "id": "31", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABO4AAAH6CAYAAACwBwOZAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAPYQAAD2EBqD+naQAA8XZJREFUeJzs3XdYFMf/B/D3cfR20osiWBEEG1gQFaxobFhiR4mKXWzEkmjE3hU1X2MHIyqaWGJF7BVFsStFEUEJWBBBLNT5/cHvNixXuKMICZ/X8/Do7c7sfLbN3s7NzgoYYwyEEEIIIYQQQgghhJBKRaWiAyCEEEIIIYQQQgghhEiihjtCCCGEEEIIIYQQQiohargjhBBCCCGEEEIIIaQSooY7QgghhBBCCCGEEEIqIWq4I4QQQgghhBBCCCGkEqKGO0IIIYQQQgghhBBCKiFquCOEEEIIIYQQQgghpBKihjtCCCGEEEIIIYQQQiohargjhBBCCCGEEEIIIaQSooY7QgghpIjPnz9j3rx5sLOzg5aWFgQCAQQCAe7du1dmZVy8eJFbLvnvycvLw9q1a9G0aVPo6Ohw+/rIkSNlVoa7uzsEAgH8/f3LbJkAEBQUBIFAABsbG6XmVQXi/Xjx4sWKDkUpNjY2EAgECAoKquhQpKrqxxX5dujaSwj5N6KGO0LIv4q/vz/3hau4P0JKauDAgVi8eDGio6MhEAhgZmYGMzMzqKmpKZTf398f/v7+ePHiRfkGSiqtqVOnYsaMGbh37x5yc3O5Y0hTU7OiQyNSBAQEwN/fv0wb5wnw4cMHrj788OFDRYdTYuJG8qJ/Ojo6qFOnDgYNGoTTp08rtcyzZ89iwoQJaNy4MUxMTKCmpgaRSARbW1sMGDAAW7duxdu3b6XmffHiBRdDWTbGihtQFf3btWtXicu6cOEC+vTpAwsLC2hoaKBGjRoYNmwY7ty5U2br8y29ePGCO9b/S44cOQJ/f/8y/dGJEKI81YoOgBBCSsrMzKyiQyD/QdHR0Th+/DgAICQkBAMHDlR6GQsWLABQcLNHPUiqno8fP2LLli0AgJUrV8LPz+8/82OCuGGhevXqFR1KmQoICEBCQgJsbGzQpEkTmelsbW0BANra2t8osrJRp04daGpqQiQSfdNyP3z4wNWH3t7eqFat2jctv6ypqanB0NCQ+5yamornz5/j+fPn2L9/P0aPHo2tW7fKPd9jY2Ph5eWFiIgIbpqKigpEIhG+fv2K2NhYxMbG4o8//oCvry8mT56MVatWlet6iWlpaRX73SojIwNfvnwBADRv3rxE5fj7+3PHhUAggL6+PpKSkrBnzx7s378fv/32G0aPHl2iZVeUFy9ecOv0X2q8O3LkCHbt2oURI0bA09OzosMhpMqiHneEkH+tlJQUuX+ElMTDhw8BAEZGRiVqtCMkOjoaOTk5AIDx48f/ZxrtAKBPnz6Ijo7GuXPnKjqUChEdHY3o6Gi0aNGiokNRyrlz5xAdHY0+ffpUdCj/aq1bt+Z9z/j69Stu376Ntm3bAgC2b9+OnTt3ysx/48YNNG/eHBEREdDR0cGPP/6I27dvIzs7G+/fv8fnz5+RlpaGY8eOwcvLC4wx7N69+1utHgYOHFjsd6s6deoAAFq1agV7e3ulyzhw4ADXwDV27Fi8ffsWHz58wMuXL+Hp6Ync3FyMGzcO4eHhZbpuhBDyb0YNd4QQQkghnz9/BgDo6upWcCTk30p8DAF0HBHyXyYUCuHk5IS//voLRkZGAIAdO3ZITfvmzRv07dsXGRkZsLKywq1bt7By5Uo4OTlBKBRy6apVq4YePXrg999/x9OnT9G9e/dvsi6KuHnzJh49egQAJeoRl5eXh5kzZwIAPDw8sHnzZm671ahRA/v374ejoyMvHSGEEGq4I4T8xxUeB+bFixeIi4vDmDFjUKtWLWhoaEh9jPHIkSPw9PSEpaUl1NXVYWBggHbt2mHz5s1cLxpZ9uzZA1dXV+jp6UEkEqFly5bYunUrGGPw9vaGQCCAt7e3RD5FBjxXZCD6u3fvYuTIkahTpw60tbWhq6uLxo0bY+7cuXj37p3UPOJxA93d3QEU9Mzo3r07TExMoKmpCTs7OyxYsABfv36Vu+6pqalYuHAhWrZsCUNDQ2hqasLGxob7cp6eng4AiIqK4ta38KNC0nh5efFiU8bXr18REBCA1q1bw8DAAJqamrC2tsbw4cOljmMl3g7i/ZOQkMAby0fafitKvI/F2rdvz1uGvMdmnz17hpEjR8LKyoob78fHxwdJSUlyy8zLy0NQUBA8PDxgZmYGdXV1mJiYwMPDAyEhIWCMFRt3YWW5fy5evIjBgwejZs2a3GN6LVq0wMqVK/Hp0yepeb58+YKjR4/Cx8cHTZo0gYmJCTQ0NGBpaQlPT0+cOnVKZjxFB7i/cOECPD09YWFhAaFQqNA+LCwvLw87d+5Ehw4dYGxsDA0NDVSvXh3ff/+91HNVXH7h7VF4/yt7HOfl5eHXX39Fs2bNoKOjA0NDQ7i7u+PPP/9UeBklqRPkkfcSgbKqS9LT07FkyRK0bNkSBgYG0NDQgJWVFQYPHowbN27IzBcTE4NVq1ahU6dOqFOnDrS0tKCvr4+mTZvKXF9xzAkJCQCAH374Qe54qcXV1crWO2KFXx6RnZ2NVatWoXHjxtDR0YFIJEKHDh0QGhoqd7vJI+/lFIXX6ePHj5g7dy4aNGgALS0tGBkZoUePHrh586bSZbq7u6NWrVrc51q1ail8PkRGRmLAgAHc+Ge1a9fG9OnTkZaWJrfMr1+/YsOGDXBzc4OxsTHU1dVhbm4OT0/PUm2/4hgYGKBly5YAgMePH0tNs3LlSiQnJ0MgEODAgQOws7Mrdrk1a9aU2RAozZ07d7jt++DBA7lpxfV3p06dFF6+OBZdXd0S9Ui/dOkSd6799NNPEvPV1dUxY8YMAMDVq1fx/PlzpcsACnrGDh06FObm5tDU1ETt2rUxefJkvH79Wm6+nJwcnDlzBr6+vnB2doaFhQXU1dVhamoKDw8P7Nu3T+o11cbGBu3bt+c+F61DCl97SlqG2KtXrzBt2jQ0bNgQOjo63PXRyckJ06ZNw61bt2TmVeaaLH6Jh3gcw127dkms17/tJT2E/KsxQgj5F5k/fz4DwBStvuLj47n0e/bsYbq6ugwA09bWZjo6Osza2ppL+/HjR9ajRw8uPQCmr6/PBAIB99nFxYW9f/9eopz8/Hz2ww8/cOkEAgEzMDBgKioqDAAbNGgQGzFiBAPARowYIZFfnO/ChQsy18XNzY0BYPPnz5c6/5dffuHFqq2tzdTV1bnPFhYW7M6dOxL5xNvUzc2NrVy5kgkEAiYQCFi1atV4y2vfvj3Lzc2VWvbp06eZgYEBl1ZVVZVVq1aNty0PHz4ssS6jRo2Sub7v379nmpqa3L5TxqtXr5iDgwNXtpqaGhOJRNxnFRUVtmHDBl6eVatWMTMzM6avr8+lMTMz4/58fX2LLdfX15eZmZlx5RgYGPCW4ezszKW9cOECl+78+fPcsamnp8dUVVW5eZaWluzVq1dSy0tJSWEtW7bkbefC6wmA9erVi2VlZSm1/Uq7f3Jyctjo0aN5cejq6jKhUMh9trW1ZS9evJBYbmBgIC+flpYW09bW5k2bMWOG1JjEea2trdn69eu541ckEjE1NTWp554sHz58YO7u7lyZQqFQ4pzw8/Pj5QkJCWFmZma8c6Hw/u/Tp4/C5X/9+pV5eHjwjtnC5c+aNavc6oTC21GZeWVRl9y4cYN3DgmFQqanp8erW5cuXSo1r7W1NS9d0XKrV6/OoqOjeXnE5724rtbX1+ftMzMzM156eXV1SeqdorFv3LiRO6fV1NS4ekG8Tjt27JCavzji5QcGBkrMEy9/7969rG7dugwA09TU5J13ampqLDQ0VKky+/Tpw4yNjbllGBsbyzwfCh9Xe/bsYWpqaty5K943AFjDhg3Zx48fpZYXGxvL6tWrx9teRevD8ePHK7UOYuJzzc3NTWaabt26MQBMR0dHYl5OTg53HHft2rVEMRRW+LtN0X0qPgaL1k+FZWZmMh0dHQaABQUFKVRmZmYmtw6jR48uUdyzZ8/mrnOy6oDXr19z67Z582alyzh16hTT0NDgXXvE1yoLCwu2c+dObl5Rha/LAJiGhgbvHATAvv/+e5aXl8fL5+zsLLPeL/r9oaRlMMbYvXv3eOUIhUJmYGDAq+ekXedKck2+du0aMzMz47adpqamxHpdu3ZN6f1DCCkZargjhPyrlKbhTldXl7Vs2ZLdunWLmx8TE8P939PTkwFgdevWZXv37mUZGRmMMca+fPnC/vrrL1a7dm0GgHl6ekqUs379eq6cSZMmsbdv3zLGCm7+/f39uZtIWV+q5N0Mism7SV+3bh33ZXjZsmUsOTmZMcZYbm4uu337NuvQoQMDwGrUqCFx0yPeptWqVWMqKipszpw5XPzp6ensl19+4eKTdtN4584d7otdw4YN2cmTJ1l2djZjjLFPnz6xW7dusRkzZrCzZ89yeUJCQrgbHPF2LmrDhg0MADMyMmJfv36VuV2Kys3N5W58RSIRCw4O5hqu4uLieI2zJ0+elMgvr2FCUYrsz8Jf3g0MDFivXr1YVFQUY4yxrKwstn//fu4mycvLSyJ/VlYWa968OQPAmjVrxk6cOME+ffrEGCu4wdq1axczNTVlANjUqVOVir+0+2fKlCnczcumTZtYamoqY4yx7OxsduHCBda0aVMu7qI3J4cPH2ZjxoxhFy5cYO/eveOm//3332zBggXcDf1ff/0lEZN432lqajKhUMi8vb1ZYmIiY6zguHj27JnC26Bfv34MAFNXV2cbNmzgtm1ycjIbOXIkt+9+++03ibyF921JTZs2jWt8WLx4MUtPT2eMFdzUjh8/nju+y6NOKG3DXUnrkvj4eK6e7N+/P4uMjGQ5OTnces+bN49r1C78Q4DYwIED2caNG9mzZ8+4cz4rK4udPXuWtWjRgjvmpJHXsFWYrHO7tPWOuHwDAwNWvXp1duTIEa4ejY6OZq1ateKuYx8+fJAbo7LrV7gesre3Z+fPn2d5eXksPz+fRUREMFtbW26fS2tMkKfwNTg+Pl5mOvFxpa2tzTQ0NNjo0aO5c/fTp0/s119/5c79efPmSeRPS0tjNjY2DADr0KEDu3z5Mlcvffjwga1du5ZrHAkICFBqHRgrvuHu/fv3zMjIiAFgjo6OEvOvXbvGbYdNmzYpXX5R8hruVqxYwYCCH31k7a/du3dzdbyshtCiCjd43bhxo0Rxi8+DFi1ayE1nYmLCALDJkycrtfyXL19yP741atSI3bx5kzHGWF5eHjt16hSrUaMG70fFom7cuMGGDBnCTpw4wVJSUlh+fj5jjLHU1FS2fv16btnr16+XyKtovV+aMjp27MjVY+Hh4VzerKwsFhsby1avXs1Wrlwpka8012R5PzoTQr4dargjhPyrFG64K/rLX+G/R48eMcb4X26tra1lfkE9fvw4A8DMzc1l9m56+fIl9wv13bt3uelfvnxhhoaGMhtYGPvnV+byaLh7+/Yt09bWZgKBgNc4VlhOTg5zcnJiANi6det48wpvU1k9d/r27csAsE6dOknMa9OmDQPA6tWrp/ANZXZ2NteoJOsXdUdHRwaATZ8+XaFliokbnQBI7SGSk5PD3WA7ODhIzK+Ihrv27dtLvcESN45paWlxDRhiv/76K9dYKqtx7fbt20wgEDB1dXX2+vVrheMvzf55+PAhEwgETFtbmz148EBq3oyMDFajRg2ZDTDyrFq1igFgHTt2lJhXuLde3759lVpuYTdv3uSWs2XLFqlpxA17xsbG7MuXL7x5pW24S0pK4hqopDVSMMbY4MGDZZ63pa0TSttwV9K6pH///nLrUcYYW7t2LQPAGjduLDONNB8/fuR68l25ckVifmkb7kpb74jL19DQ4BrwC3vz5g33A0lwcLD8lZVCkYY7ExMTqfXEgwcPuDRXr15VqlxlG+7kNRBMnz6dAQU/rhXl5+fHNdoVrSvFDh06xJ2zstLIIqvhTtwQ3rZtWy7+tWvXSuTftm0bN//69etKlS2NvIa7pKQkrpfi6dOnpebv0qULA8CGDRumcJmurq4yj19FNWvWjAEotvdxkyZNGADWr18/pZYv/lHDyMhI6rH88OFDrgG4JPXzH3/8wQCwOnXqSMwrix9siitDS0tL6WOotNdkargjpHKgMe4IIf9ar1+/lvknbSy6SZMmyRwofvv27QAKxnypXr261DQ1atTgxjA5ffo0Nz0sLAzv378HAPzyyy9S886ePRuampqKr5wS9uzZg8+fP8PZ2RkdO3aUmkZVVRWDBw8GwI+9MA0NDfj5+Umd17t3bwCQGDPn6dOnuHr1KgBg6dKlEIlECsWspqaGUaNGAQC2bt0qMf/GjRvc213HjBmj0DLF9u/fDwBwcXGBh4eHxHxVVVXMnz8fAPDo0SOunIr0008/QUVF8pIs3u5fvnzB06dPefPEx+yECROgp6cndblOTk5o2LAhsrOzceHCBYXjKc3+2bFjBxhj6N69OxwdHaUuX09PD56engBkH4+yiAdqDw8PR15ensx0c+bMUWq5hYWEhAAoOOdlDcC+aNEiAMC7d+9w5syZEpclzZ9//onc3FxoaWnJPCfljXVZVnVCSZWkLnn//j0OHToEoKC+lGX48OEAgPv37xc7XlVhurq6cHNzAwCuzipLZVXv9O/fHw0aNJCYbmJiAhcXFwCS266sjBkzBqamphLTHR0dubHqyqvswubOnSt1uvjYefbsGe8FMIwx7k2uM2bMgKqqqtT8np6e0NfXx7t37xAZGVmi2K5fvw5zc3PuT1NTE87Ozrhy5QoAoF+/fpg0aZJEvtTUVO7/hoaGUpedlZXFW3bhP/HxpQhLS0t06NABAKS+kTY5OZl7K7SXl5dCy4yOjsa1a9cAgLs2lMTHjx8BANra2nLTieeL0yuCMcZtp3Hjxkk9lh0cHNC/f3+Fl1mU+PoTFxeH5OTkEi+npGVUq1YNAJQqu7yvyYSQb0P6lY0QQv4FmJKD7ru6usqcJ76R27p1K37//XeZ6cQvWBAPrgwAt2/fBgBYWVmhbt26UvOJRCI4OTlxX3zLkjj2R48ewdzcXGa6L1++AODHXljDhg1lNmxaWloCANdAKXb9+nUABW/W69atm1JxjxkzBitWrMCdO3dw584dNGvWjJu3bds2AICbmxtsbW2VWq54f8gbcLt9+/YQCoXIy8vD7du3ZX6Z/VbEg5oXJd7uAH/bf/z4kbuBnjdvHhYuXChz2eJ8sva7LCXdP+Lj8dSpU3KPx8zMTJlxvX79Gps2bUJYWBhiY2ORnp4u0Uj3+fNnpKWlwdjYWCK/lpYWL15liY+h9u3bS21QBQA7OztUr14dSUlJuH37Nnr27Fni8mSV7+zsDH19falp6tevz5VfVFnVCSVVkrokPDwc+fn5AMA1OhQnISEBZmZmvGnHjx/H7t27cevWLbx+/ZrXwCP26tUrhZavjLKqd2TVBYDsbVdWiis7Pj6+3MoWMzQ0lHkdLVwfpqWlcY07T5484eLy9vaWec4C/HpH3vrKkpOTI7XBWCAQ4Ndff8WECROUXqYYY0xmY7T4XFXU8OHDcfbsWRw+fBifPn2Cjo4ON2/v3r3Iy8uDpaWlwi+mEL+UQkNDQ+HGvm+t8PEprw7p0KED9u3bJ3P+x48fsXnzZhw/fhxRUVH48OGD1B+Dk5KSYGFhUaJYS1pGjx49sG3bNowYMQLXrl1Dr1690Lx5c7kNoWVxTSaEVDxquCOEVBnSfn0FCr6Ii982mJ6ezjXOyVP4ZvDNmzcAILOnnliNGjUUDVUpf//9N4CCL/aKfLmXdiMLQGavLQBcD4bc3Fze9JSUFACAsbEx78ZAEeI3zp46dQpbt27F5s2bAQAZGRncr+Zjx45VapmAYvtDU1MTxsbGeP36NZe+Isna9oV7jhT+Up+SksI1cih6Iy1rv8tS0v0jPh4zMzO5GwFl4goPD8d3332HDx8+cNN0dXWhra0NgUCAvLw87nz99OmT1IY7IyMjuTfvxVHmnE5KSirzY0jZ8osqqzqhpEpSl4hjBqBwT7rCcefn52PYsGG8G3JVVVUYGBhAXV0dQEH9/vXrV5lvNC6Nsqp3FNl2xb3dvKQqsmxlYigaR+Fj5+3btwqVU9Jj3s3NjXuTZk5ODhISErB161asXr0aM2fORMOGDbmenYUZGRlx/5dVZ2tqakr8IFn0rcaK6tu3LyZMmIDMzEwcOnSI19gm7oU3dOhQherJnJwc7gdNT09P3rooS7x/i9v+4vnyjoeiCp9T8s5Ded/FYmNj0bFjR17jvra2NqpVq8ZtK3H9VNJ6pDRlrFy5Es+ePcOFCxewdu1arF27FkKhEE2aNEH37t0xZswYiXUv7TWZEFI50KOyhJAqQygUSp1euCdPSEgIWMH4n3L/goKCJJZT0i/YpSWOf9y4cQrF/uLFizKPoaTrPn78eAAFPQDEX1DF/zcyMkLfvn3LPaaK2m+lUfiYvXHjhkL7Xd6jlbKUZP+IY1u+fLlCcYlvgoGCxpzBgwfjw4cPaNKkCU6ePImMjAx8/PgRr1+/RkpKCm7cuMGll9XrVta5rqyKPoZKutzKUCcoSxyzlpaWQjEzxuDu7s7l37FjB/bt2wehUIhffvkFT58+RVZWFt6/f4+UlBSkpKRwj8gp21tbGRV9zFRFhevDlJQUhY4db2/vUperpqaGunXrYuXKlZg/fz4+ffqEAQMGSG2Utbe35/5/7969UpddHB0dHfTp0wcAeE8RPHz4EPfv3wfwz2PnxTl27Bi3TrKGDlCUuNektB8cChPPL9zLUhklPb9++OEHvHr1CjY2Nvjjjz+QmpqKT58+4c2bN0hJSeHFXdJ6pDRlVKtWDefPn8eVK1cwc+ZMuLq6QlVVFZGRkVi4cCHq1asn0ZuwNNdkQkjlQQ13hJAqT1NTkxubrSTjnYl78hX3+JW8L6rihoavX7/KTCOrJ6D40YeKGKtN/AjH27dvS/Trc/fu3VGzZk18/PiRG1dM/Bimt7c3NDQ0lF6meH+8fPlSZpqvX79yYw6ZmJgoXUZFK/x4YHnu95Lsn9Icj+Hh4UhISIBQKMTx48fRrVs3iR4X4l6e5UmRYwj455wv62OotHVKRdYJJSWO+cuXL3j27JnS+cXH5+jRo7FgwQLUrVtXojdReR47VaHeqawKP/5XUcf8Tz/9hDp16uDNmzeYN2+exPzmzZtzddnRo0e/SUzihrnz589zdYW4t12TJk3g4OCg0HLEj8na2NjIHDNTUeIyo6KiZI5R+ubNG67nZMOGDRVeduGnKuTVnbLqzZcvX3LDf+zbtw/9+/eXGI+wtHVIWZXRpk0brFixAlevXsWHDx/w119/wdHREV++fMHIkSN5vZb/jdcDQogkargjhBD8M/7dH3/8wT2CqChnZ2cABV/I4uLipKbJyMiQOxi2gYEBtwxpPn78iKioKKnzxLHfuHHjm49N0rp1awAFv+ieOnVK6fwqKirw8fEBUDC+oHg8NQDcdGWJ94d48G1pLl68yD2q17x58xKVI4/41/7y6tljYGDA9eAQN1iUh5LsH/HxeOLECYUeyylMfPybmJjIfNTp7NmzSi2zJMTH0IULF2TWB9HR0dwNYFkfQ+Lyb9++LXNw9qdPn8q8Oa3IOqGkWrduzZ03JTmmxcdO06ZNpc7PzMzEzZs3ZeYXN/KV9JytDPVOZVS48bS86kMHBwduLMjyrA/lUVNT416qsWPHDsTGxkrMF7/I5/Tp07yew+WlQ4cOqFGjBvLz87F3717uX0Dx3nZJSUncywpGjhxZ6p6inTt3BlDwnUbcgFVUaGioRHpF1KpVi2sEk/cypvPnz0udXvj7l6x6RN71R5FjvbRlSKOpqYlevXpxL/f5+vUr7wU8pbkmA6WvGwkhZYMa7gghBP+8GTM2NharVq2Sm/bTp0/Izs7mPnfu3JlreBO/abKolStXyh1rqnHjxgCAgwcPSp2/evVqZGVlSZ3n5eUFLS0t5OXlYeLEiXLftJmfn88bO6y06tati3bt2gEo6HGQkZGh9DJGjx4NVVVVREREYOrUqQBK9lIKsUGDBgEo6L0VFhYmMT83N5d7mYODg4PCvQ6UIb6JLMttXZT4mD137lyxN6ulGVBe2f3j4+MDgUCADx8+4Mcff5S77JycHN6NhLjnq/jt0EW9evUKGzZsKOGaKE58DCUlJXFv7y1K/AZpY2NjhQd4V1S/fv2gqqqKL1++YM2aNVLTyHshSUXWCSVlamrKvTV01apVEg0fRRU9psXHjvgxwKIWLVok9w2VpT1nK0O9UxkVfrlKeR1nqqqqGDlyJABg165dxb41uLxesDFs2DBYW1sjLy8PCxYskJg/c+ZMWFhYgDGGAQMGyPwxrqyoqKhg6NChAAp62ol73gmFQgwZMkShZQQGBiIvLw9CoRA//PBDqWNyc3ODtbU1gIJHN4vKycnh6rw2bdqgdu3aCi9bIBBgwIABAIDNmzdzY6EW9uTJE/z5559S84vrEEB6PfLx40csXrxYZvmKHOulKSM3N1fuD8taWlrc/wsPF1GaazLwbb7PEEKKRw13hBACoHfv3tx4MLNnz8b48eN5N47Z2dm4efMmZs2aBWtra94YNlpaWtyjMbt27cLUqVO5x6EyMjKwaNEiLF26FNWqVZNZ/uDBgwEU/BI/f/58rgHs3bt3+Omnn7B48WKZ+c3NzbkvwCdOnEDnzp1x7do17madMYbo6GisXbsWDg4OOH78eAm2kGzr16+HpqYmnj59CldXV4SGhnIDh3/+/Bk3b97EuHHjZP6KbG5uzt2wX7lyBUDJXkoh1q9fP+5tgQMGDMDevXu5eOLj49GvXz+Eh4cDKGhQLQ/im/I9e/aU20DP48aN49bTy8sLc+fO5f2a//nzZ1y8eBGTJk1CnTp1SlyOsvunSZMmXAPf5s2b8f333+PevXvcr/V5eXm4f/8+Fi1ahDp16vDGe2rTpg10dHS4G1vxOZiXl4fTp0/D3d39m4wN1qJFC/Tr1w8AMHnyZPz666/cfkxJSYGPjw/++OMPAAUNQpqammVafvXq1bm3Uy5atAjLli3jGp3evn2LSZMmITg4mHcTWFhF1wkltWbNGhgZGSEjIwNt2rTBzp07eUMEvHv3DocOHULfvn25OlOsa9euAAoe5d66dSv340pKSgqmTZuGlStXyh1UX3zO/vnnn0hLS1M69spQ71RG1apV43rPBgYGSryUpKzMmzcPderUQW5uLrp27Yq1a9fyXlSRnp6O0NBQjBgxAm3bti2XGFRVVbmGkZCQEDx58oQ339TUFIcOHYK+vj5evnyJ5s2b48cff0RkZCSvcf3z58+4dOlSmTSUiXvWPXz4EHPmzAEAdOnSReJtzNIwxrBz504AgIeHh8Iv2LKxsYFAIOCNQSkmFAq54//kyZOYMGEC15CalJSEQYMG4cGDB7x0ypgzZw709PTw7t07dO7cmXvbM2MMYWFh6Natm8w3sNrb26NmzZoACnoXFn5KIjw8HO7u7nLrhvr163Mvwtm+fbvUHmqlKePVq1eoV68eFi9ejLt37/LOpQcPHmDYsGEACsY3FP+gCpTumgz8UzdeuXIF0dHRMtefEFLOGCGE/IvMnz+fAWCKVl/x8fFc+vj4eLlpP336xAYNGsSlB8B0dHSYgYEBU1FR4U1/9eoVL29eXh7z8vLi5quoqDADAwMmFAoZADZo0CA2YsQIBoCNGDFCouzc3FzWvn17Lr9AIGAGBgZMIBAwgUDAVq1axdzc3BgANn/+fKnxr1y5kisPAFNXV2dGRkZMTU2NF3twcLDUberm5iZz21y4cEHudj99+jQTiURcGjU1NWZgYMAr9/DhwzKXf/bsWS6dkZER+/r1q8y0inj16hVr2LAhb1tUq1aNt3/Wr18vNW9gYCADwKytrUtc/u7du3nbonr16sza2pq5urpyaYrbpmLiNBcuXJCY9/btW9ahQwfedtbX12fVqlVjAoGAm6aqqlridWFM+f2Tm5vLpk6dyotLU1OTGRkZMVVVVd70q1ev8vL+9ttvvPm6urpMU1OTAWDGxsbs6NGjMs/psth3Yh8+fODOOfE2FJ+T4ml+fn5S8yq6b+X58uUL69SpE7ccoVDIK3/WrFnlVifI247y5pVFXXLnzh1mY2MjURfq6uryYu7UqRMvX1paGmvQoAHvHC98HowdO1ZuHXzp0iUurVAoZBYWFsza2lpiPeWdj6Wpd6ytrRkAFhgYKHPbyYu/OPKWL2+dxIo71uRZtGgRV4aGhgazsrJi1tbWbODAgVwaRc7d4q7nz58/Z40bN+YdJ9WqVWP6+vq8aXXr1lV6HcTrL+/YZqzgvDU3N2cAWP/+/aWmiY6OZi1atODFpKKiwgwNDZlIJOLVMRoaGmzatGksLS1N5raQd8wwxlizZs14Ze3bt0+hdS5c7x86dEihPIz9c6zJ21aFv8sJBALeeaKqqsq2bdumcHlFHT9+nGloaHDL09PTY1paWgwAs7CwYDt37pRZBx07dox3jdLW1mba2trc/wtvE2nny6hRo3h5a9asyaytrdmMGTNKXUbhfS6upwwNDZm6ujqvzvnjjz8k4irNNfn9+/fMxMSEm29sbMzVjeHh4SXeT4QQ5VCPO0II+X/a2trYt28fLly4AC8vL9SuXRv5+fnIzMyEqakpOnTogJUrV+Lp06cS42+pqKjg999/x++//45WrVpBS0sLubm5aNasGTZv3syNKyOLUCjEiRMnsGDBAjRo0ADq6uoQCATo0qULzpw5Az8/v2Lj//HHHxEdHY1p06ahUaNG0NTUxIcPH6Crq4vmzZtj5syZuH79usKPyCijS5cuePr0KX7++Wc0bdoUWlpa+PLlC2xsbODh4YEtW7agQ4cOMvN36NCBG5umpC+lKKx69eq4ffs21q5dy+2Pz58/w8rKCl5eXoiMjISvr2+pypBn2LBh2L17N9q0aQNtbW0kJycjISGh2JcNKMvY2Bhnz57FX3/9hf79+8PKygpZWVn48uULqlevjm7duuHXX38t9VtDld0/QqEQ69atw507dzBmzBjY2tpCKBQiPT0dBgYGcHV1hb+/P+7du8eNvyM2btw4nDhxAu7u7tDV1UVubi6qV6+OyZMn4/79+3B0dCzVuihKJBLh3Llz2LFjB9zd3aGnp4fMzEyYm5ujX79+uHDhQrGP1ZeGpqYmTp06hfXr16NJkyZQV1cHYwxt27bFgQMHpD5mVlRF1gkl1bRpUzx58gS//vorOnXqBGNjY3z8+BH5+fmoV68ehgwZgpCQEG48J7Fq1arh+vXrmDp1KmxsbCAUCqGqqgp3d3fs27cPmzdvlltuu3btcOLECXTq1AkikQivX79GQkKCUmMEVnS9U1n99NNPWL9+PZydnaGmpoZXr14hISGhzF8WUqtWLdy+fRu///47evToAQsLC25oi1q1aqFPnz7YuXMn1/OxPGhqamL69OkACoa+kPY4pK2tLW7evImwsDCMGzcOjo6OMDAwQEZGBhhjqFOnDvr3749Nmzbh77//xtq1a+X22C9O4fHs9PX1uR7UxRG/lMLMzAw9e/YscfnS+Pv749y5c/D09ISpqSk+f/6M6tWrY8iQIbhx40ap3l7bvXt33LlzB4MGDYKpqSmys7NhZmaGSZMm4e7du6hVq5bMvD169MDly5fRvXt3VKtWDbm5uTA2NsYPP/yAO3fuFPtyjv/973/w9/fneqklJiYiISGB99huScuoXr06jh49imnTpqFVq1awsLBAZmYmVFVVYW9vj4kTJ+LRo0fc27MLK8012cDAAJcvX8agQYNQvXp1pKenc3WjvBeqEULKloAxGmmSEEK+BW9vb+zatQsjRoxAUFBQRYdTqURGRnKDu0dHR5d4fDtSPmj/EEIIIYQQUjGoxx0hhJAKt3HjRgAFPbuoUajyof1DCCGEEEJIxaCGO0IIIRXq5MmTCA4OBgCFHgkm3xbtH0IIIYQQQiqOakUHQAghpOp59eoV2rRpg8+fP3Nv/uvRowe6detWwZERgPYPIYQQQgghlQU13BFCCPnmcnNzkZCQAIFAgBo1aqB///5YtGhRRYdF/h/tH0IIIYQQQioHejkFIYQQQgghhBBCCCGVEPW4+wby8/Px999/Q09PDwKBoKLDIYQQQgghhBBCCCEVhDGGjx8/wtLSEioq8l8/QQ1338Dff/8NKyurig6DEEIIIYQQQgghhFQSL1++RI0aNeSmoYa7b0BPTw9AwQ7R19eXmS47Jwfv0tJgbGAAdTU1hZdf0nwVlZfi/e/FS9uI4q3oMv9t8dI2onirYpkUb+XNS/FWzjIp3sqbl+KtnGVSvJU3b1UpU5m8GRkZsLKy4tqL5KGGu29A/Hisvr5+sQ13Wbm50NfXV/qALEm+ispL8f734qVtRPFWdJn/tnhpG1G8VbFMirfy5qV4K2eZFG/lzUvxVs4yKd7Km7eqlFmSvIoMpyb/QVpCCCGEEEIIIYQQQkiFoIY7QgghhBBCCCGEEEIqIWq4I4QQQgghhBBCCCGkEqKGO0IIIYQQQgghhBBCKiFquCOEEEIIIYQQQgghpBKit8pWMtnZ2bh9+zbUVBXfNTm5uUhLT4eBSKRUvorKS/H+9+KlbUTxVnSZ/7Z4aRtRvFWxTIq38uat7PE2btwY6urqSi2bEEII+a+ghrtK5snjx3ibkoKGDRsqnEdNVRWmRkYlKq8i8lK85Zu3qpRZmrwUb/nmpXgrZ5mlyUvxlm/eqlJmafJSvOWbtzLH+/jxYwBA8+bNS1QGIYQQ8m9HDXeVUMOGDenLCSGEEEIIIYQQQkgVR2PcEUIIIYQQQgghhBBSCVHDHSGEEEIIIYQQQgghlRA13BFCCCGEEEIIIYQQUglRwx0hhBBCCCGEEEIIIZUQNdyRcuHu7o6pU6dWdBhS+fv7o0mTJhUdBs/WrVthZWUFFRUVBAQEVHQ4lZq3tzc8PT3LbHkVdTzY2NjQvpYjKCgI1apVK5dlf6ttf/HiRQgEAnz48KHcyyJ8L168gEAgwL179yo6lAr3X9wWjDGMGTMGhoaG/7l1qyzK+lpLCCGEkJKjhrt/qevXr0MoFKJr164KpS/pjSo1LpS/jIwMTJo0CbNmzUJSUhLGjBkjkebFixcYNWoUatWqBS0tLdSpUwfz589HdnY2lyYoKAgCgUDq35s3bySW+ezZM+jp6Uk0jogbG4r+RUdHc2kOHToEZ2dnVKtWDTo6OmjSpAl2797NW87ly5fRs2dPWFpaQiAQ4MiRI6XbUOXEz88P586d++bl3rp1S+q+/q9TtDFr4MCBiI2NLVVZ5dn4V14q6kePynyOloSVlRWSk5Ph4OBQ0aFIKGmDLjUE/yM0NBRBQUE4fvy4zP3s7+8v9Vqmo6PDS3fp0iU4OTlBU1MTtWvXxubNmyWW9eHDB0ycOBEWFhbQ1NSEnZ0dTp48yc23sbGRWtbEiROlxj927FgIBAKZ368YY+jWrZvC5+WmTZtQq1YtaGpqwsnJCVeuXOHN9/b2loitVatWxS63rG3duhWdOnVC48aN4eHhgffv33/zGAghhJB/I9WKDoCUzM6dOzF58mRs374diYmJqFmzZkWHVOXl5ORATU1N6XyJiYnIyclB9+7dYWFhITVNdHQ08vPzsWXLFtStWxePHj2Cj48PPn36hNWrVwMoaOgo2pDr7e2Nr1+/wtTUVCLWwYMHo23btrh+/brUMmNiYqCvr899NjEx4f5vaGiIn3/+GQ0aNIC6ujqOHz+OH374AaampvDw8AAAfPr0CY0bN8YPP/yAfv36Kb1dvhVdXV3o6uqWahkl2feFt+e3kJ2dDXV19W9aZmloaWlBS0urosMg/0LiY93c3LyiQ/nPYowhLy8PqqoV8zUyLi4OFhYWaN26tcw0fn5+GDduHG9ax44d0bx5c+5zfHw8vvvuO/j4+CA4OBjXrl3DhAkTYGJiwl23srOz0blzZ5iamuLPP/9EjRo18PLlS+jp6XHLuXXrFvLy8rjPjx49QufOnfH9999LxHXkyBHcvHkTlpaWMmMPCAiAQCAofkMA2L9/P6ZOnYpNmzbB1dUVW7ZsQbdu3fDkyRPed8OuXbsiMDCQ+1wR14MRI0ZwP1h16tQJN2/eRLdu3b55HIQQQsi/DfW4+xf69OkTDhw4gPHjx6NHjx4ICgqSm97d3R0JCQmYNm0a90ur2MGDB9GwYUNoaGjAxsYGa9asKTZfamoqBg8ejBo1akBbWxuOjo7Yt2+fUusgfjxx9+7dsLGxgUgkwqBBg/Dx40cujbTefk2aNIG/vz/3WSAQYMuWLejRowe0tbVhZ2eH8PBwPHv2DO7u7tDR0YGLiwvi4uIkYtiyZQusrKygra2N77//XqIXQ2BgIOzs7KCpqYkGDRpg06ZN3Dzxo0cHDhyAu7s7NDU1ERwcLHVdExMT0bt3b+jq6kJfXx8DBgzA69evART0CHJ0dAQA1K5dGwKBAC9evJBYhvgLd5cuXVC7dm306tULfn5+OHToEJdGS0sL5ubm3J9QKMT58+cxatQoieXNnTsXDRo0wIABA6TGDACmpqYSyxNzd3dHnz59YGdnhzp16mDKlClo1KgRrl69yqXp1q0bFi9ejL59+8osQ5rFixfD1NQUenp6GD16NGbPni33UdbQ0FC0adMG1apVg5GREXr06CGxv1+9eoVBgwbB0NAQOjo6cHZ2xs2bNwFIf1S2JPs+ISEBPXv2hIGBAXR0dNCwYUNej4yiih7f/v7+qFmzJjQ0NGBpaQlfX1+ZecUxyzuGxY85LVu2DJaWlqhfvz4AICkpCQMHDoSBgQGMjIzQu3dv3jF38eJFtGjRAjo6OqhWrRpcXV2RkJDAzT927Bivd8qCBQuQm5vLzRcIBNi+fTv69OkDbW1t1KtXD0ePHuW2Xfv27QEABgYGEAgE8Pb2lrqORXvLKVJnFHbx4kX88MMPSE9P5+qvwnXH58+fMXLkSOjp6aFmzZrYunUrL39x20makydPon79+tDS0kL79u0l0hdXd3p7e+PSpUtYv349F/OLFy+Ql5fH63Fra2uL9evXS6xvSfebjY0NAKBPnz4QCATcZ0Xk5+djxYoVqFu3LjQ0NFCzZk0sWbKEm//w4UN06NABWlpaMDIywpgxY5CZmQkAOH36NDQ1NSXqXl9fX7i5uXGfr1+/jnbt2kFLSwtWVlbw9fXFp0+fuPk2NjZYvHgxvL29IRKJ4OPjI/F4qLi32rlz5+Ds7AxtbW20bt0aMTExvLKVrX8U2TeFyTsHsrKy4OvrC1NTU2hqaqJNmza4detWsfkUqQOLExwcDGdnZ+jp6cHc3BxDhgzh9dQWb7/Tp0/D2dkZGhoauHLlChhjWLlyJWrXrg0tLS00btwYf/75Z4m3j9ilS5fQokULaGhowMLCArNnz+aOV29vb0yePBmJiYlyj1ddXV3eNez169d48uQJ75q4efNm1KxZEwEBAbCzs8Po0aMxcuRI7gcxoOCH0vfv3+PIkSNwdXWFtbU12rRpg8aNG3NpTExMeGUdP34cderU4R3HQEG9MmnSJOzZs0fmjz3379/H2rVrsXPnzmK3EwCsXbsWo0aNwujRo2FnZ4eAgABYWVnht99+46XT0NDgxWhoaKjQ8sUiIyNhamrKnd/iOnnnzp2oWbMmdHV1MX78eOTl5WHlypUwNzfnpRfHABRsUxMTE4WfGiGEEEKqPEbKXXp6OgPA0tPT5abLys5mx0+dYhEREXLT7dixgzk7OzPGGDt27BizsbFh+fn5MtOnpqayGjVqsIULF7Lk5GSWnJzMGGPs9u3bTEVFhS1cuJDFxMSwwMBApqWlxQIDA+Xme/XqFVu1ahW7e/cui4uLYxs2bGBCoZDduHGDK9PNzY1NmTJFZkzz589nurq6rG/fvuzhw4fs8uXLzNzcnP30009cGmtra7Zu3TpevsaNG7P58+dznwGw6tWrs/3797OYmBjm6enJbGxsWIcOHVhoaCh78uQJa9WqFevatSuvbB0dHdahQwd29+5ddunSJVa3bl02ZMgQLs3WrVuZhYUFO3jwIHv+/Dk7ePAgMzQ0ZEFBQYwxxuLj4xkAZmNjw6VJSkqSWM/8/HzWtGlT1qZNG3b79m1248YN1qxZM+bm5sYYY+zz58/s7NmzDACLiIhgycnJLDc3V+Z2K+znn39mTk5OMuevXr2aiUQi9vnzZ970c+fOsVq1arH09HQWGBjIRCIRb/6FCxe4dTM3N2cdOnRg58+fl1lOfn4+O3v2LNPW1mZhYWFS0wBghw8fLnadgoODmaamJtu5cyeLiYlhCxYsYPr6+qxx48ZcmhEjRrDevXtzn//880928OBBFhsby+7evct69uzJHB0dWV5eHmOMsY8fP7LatWuztm3bsitXrrCnT5+y/fv3s+vXrzPGCo6Hwssv6b7v3r0769y5M3vw4AGLi4tjx44dY5cuXZK5roWP7z/++IPp6+uzkydPsoSEBHbz5k22detWmXkVOYZHjBjBdHV1mZeXF3v06BF7+PAh+/TpE6tXrx4bOXIke/DgAXvy5AkbMmQIs7W1ZVlZWSwnJ4eJRCLm5+fHnj17xp48ecKCgoJYQkICY4yx0NBQpq+vz4KCglhcXBwLCwtjNjY2zN/fnysXAKtRowbbu3cve/r0KfP19WW6urosNTWV5ebmsoMHDzIALCYmhiUnJ7MPHz5IXceix6YidUZhWVlZLCAggOnr63P118ePH7ltb2hoyP73v/+xp0+fsmXLljEVFRUWFRXFGGPFbidpEhMTmYaGBpsyZQqLjo5mwcHBzMzMjAFgaWlpjLHi684PHz4wFxcX5uPjw8Wcm5vLsrOz2S+//MIiIiLY8+fPWXBwMNPW1mb79+9njLFS77c3b94wACwwMJAlJyezN2/eyDz2ipo5cyYzMDBgQUFB7NmzZ+zKlSts27Zt3Ha0tLTk9pm47hkxYgRjjLHc3FxmZmbGtm/fzi1PPG3Lli2MMcYePHjAdHV12bp161hsbCy7du0aa9q0KfP29ubyWFtbM319fbZq1Sr29OlT9vTpU+48vXv3LmPsn3qtZcuW7OLFi+zx48esbdu2rHXr1txyFKl/iipu3xQl7xzw9fVllpaW7OTJk+zx48dsxIgRzMDAoNhzp7g6sOi2kGbHjh3s5MmTLC4ujoWHh7NWrVqxbt26cfPF269Ro0YsLCyMPXv2jL1794799NNPrEGDBiw0NJTFxcWxwMBApqGhwS5evFii7cNYwXmira3NJkyYwKKiotjhw4eZsbExd+3/8OEDW7hwIatRo4ZSx+ukSZNY/fr1edPatm3LfH19edMOHTrEVFVVWXZ2NmOMsW7durGhQ4cyHx8fZmpqyho2bMiWLFki81qdlZXFjIyM2JIlS3jT8/LyWPv27VlAQABjTPp3nE+fPjE7Ozt25MgRxljx186srCwmFArZoUOHeNN9fX1Zu3btuM8jRoxgIpGImZiYsHr16rHRo0ez169fy1yuOI/4WnvhwgUmEonYpk2buPniOrl///7s8ePH7OjRo0xdXZ15eHiwyZMns+joaLZz504GgIWHh3Px+vr6stmzZyv8XYcxxiIiIiS+G2dlZ7NXKSks6//3kzJKmrciyixNXoqXz3rWcal/9eYcY20WHmH15hyTmFeR8ZZ13qpSZmnyUrzlm7eqlKlMXkXbiRhjjBruvoGybrhr3bo198UvJyeHGRsbszNnzsjNI+0L4pAhQ1jnzp1503788Udmb28vN5803333HZsxYwb3WZGGO21tbZaRkcEru2XLlnLLltZwN3fuXO5zeHg4A8B27NjBTdu3bx/T1NTklS0UCtnLly+5aadOnWIqKipc46SVlRXbu3cvr+xFixYxFxcXxtg/N0Li/SBLWFgYEwqFLDExkZv2+PFjrqGOMcbu3r3LALD4+Hi5yyrs2bNnTF9fn7tBlsbe3p6NHz+eN+3du3fMysqKa1CS1nAXHR3Ntm7dyiIjI9n169fZ+PHjmUAgkGiE+vDhA9PR0WGqqqpMQ0ODt82LUrThrmXLlmzixIm8aa6urnIb7ooSN0I8fPiQMcbYli1bmJ6eHktNTZWavmjDXUn3vaOjI68BqziFj+81a9aw+vXrczeKxVHkGB4xYgQzMzPjNTTt2LGD2dra8hr6s7KymJaWFjt9+jRLTU1lALib7qLatm3Lli5dypu2e/duZmFhwX0uek5mZmYygUDATp06xRj7pwFA3Jgli7SGu+LqjOKWIWZtbc2GDRvGfc7Pz2empqbst99+Y4wVv52kmTNnDrOzs+PlmTVrVrHrqmzdKTZhwgTWr18/xhgrs/2myDlaWEZGBtPQ0JBZD23dupUZGBiwzMxMbtqJEyeYiooKS0lJYYwVNDB06NCBm3/69Gmmrq7O3r9/zxhjzMvLi40ZM4a33CtXrjAVFRX25csXxljB/vT09OSlkdVwd/bsWV4sALjlKFL/KKLwvpFG2jmQmZnJ1NTU2J49e7hp2dnZzNLSkq1cuVJmPmmK1oGKNNwVFRERwQBwjd3issUNSuKYNTU1uR9BxEaNGsUGDx4sc9nFbZ+ffvpJ4vz73//+x3R1dbnGyHXr1jFra2uF1+fr16/MwMCArVixgje9Xr16Eg1s165dYwDY33//zRhjzNbWlmloaLCRI0ey27dvs3379jFDQ0O2YMECqWXt37+fCYVCiR/zli5dyjp37sytl7TvOGPGjGGjRo3iPhd3XiYlJTEA7Nq1a7zpS5Ys4TVShoSEsOPHj7OHDx+yo0ePssaNG7OGDRuyr1+/yly2+Fp75MgRpqenJ3FdlFYne3h4MBsbG24/MVaw/ZYtW8YYKzjfRSIRa9myJWvZsiX7448/ZJZfGDXcUbxlkZca7qpGmaXJS/GWb96qUqYyeZVpuKMx7v5lYmJiEBERwT0iqaqqioEDB2Lnzp3o1KmTUsuKiopC7969edNcXV0REBCAvLw83qORheXl5WH58uXYv38/kpKSkJWVhaysLIkBn4tjY2PDGyPGwsJC6ksUitOoUSPu/2ZmZgDAPX4qnvb161dkZGRwY7bVrFkTNWrU4NK4uLggPz8fMTExEAqFePnyJUaNGgUfHx8uTW5uLkQiEa9sZ2dnubFFRUXBysoKVlZW3DR7e3tUq1YNUVFRvLF2FPX333+ja9eu+P777zF69GipacLDw/HkyRP8/vvvvOk+Pj4YMmQI2rVrJ3P5tra2sLW15T67uLjg5cuXWL16NS+fnp4e7t27h8zMTJw7dw7Tp09H7dq14e7urvQ6icXExGDChAm8aS1atMD58+dl5omLi8O8efNw48YNvHv3Dvn5+QAKHlF2cHDAvXv30LRpU4UeC3r79m2J972vry/Gjx+PsLAwdOrUCf369eMdm/J8//33CAgIQO3atdG1a1d899136Nmzp9zxo+Qdw+KxvRwdHXnjGEVGRnIvJSns69eviIuLQ5cuXeDt7Q0PDw907twZnTp1woABA7ixFyMjI3Hr1i3eo095eXn4+vUrPn/+DG1tbQD8c1JHRwd6enolOreLKqs6o2iMAoEA5ubm3LKK207SREVFoVWrVryhCFxcXHhpSlN3bt68Gdu3b0dCQgK+fPmC7Oxs7hFOQ0PDMtlvyoqKikJWVhY6duwoc37jxo156+fq6sodp2ZmZhg6dChcXFzw999/w9LSEnv27MF3330HAwMDLvZnz55hz5493DIYY8jPz0d8fDzs7OwAFF8XixXe7+Lt8+bNG9SsWbNE9Q8gf98oKi4uDjk5OXB1deWmqampoUWLFoiKiio2r7w6UBF3796Fv78/7t27h/fv3/OWYW9vz6UrvJ2fPHmCr1+/onPnzrxlZWdno2nTptxnZbdPVFQUXFxceOeSq6srMjMz8erVqxKN6Xvo0CF8/PgRw4cPl5hXdCw5xhhven5+PkxNTbF161YIhUI4OTnh77//xqpVq/DLL79ILG/Hjh3o1q0bbwy7yMhIrF+/Hnfu3JE5dt3Ro0dx/vx53L17V+n1k7YOhacNHDiQ+7+DgwOcnZ1hbW2NEydOyB3O4ubNmzh+/Dj++OMP9OnTR2J+0TrZzMwMQqEQKioqvGniunX9+vUKPSpNCCGEED5quPuX2bFjB3Jzc1G9enVuGmMMampqSEtL4252FFH0i514WnHWrFmDdevWISAgAI6OjtDR0cHUqVN5bzhVRNHxXQQCAXezAAAqKioS8eTk5Mhdjnh9pE0rvOyixGkKx7Bt2za0bNmSl65oY2ZxN9zStrG86cX5+++/0b59e7i4uEiMyVXY9u3b0aRJEzg5OfGmnz9/HkePHuXG7xHfAKuqqmLr1q0YOXKk1OW1atVKYgw/FRUV1K1bF0DB2INRUVFYtmxZqRruANk3UbL07NkTVlZW2LZtGywtLZGfnw8HBwfueFTmBQel2fejR4+Gh4cHTpw4gbCwMCxbtgxr1qzB5MmTiy3XysoKMTExOHPmDM6ePYsJEyZg1apVuHTpksIvvSh8DMuKMT8/H05OTrxGEDHxyzICAwPh6+uL0NBQ7N+/H3PnzsWZM2fQqlUr5OfnY8GCBVJv9DQ1Nbn/F3dul1RZLlfeshTZTkWVZ9154MABTJs2DWvWrIGLiwv09PSwatUqbpxGoGz2m7KKO7fk1XPi6S1atECdOnUQEhKC8ePH4/Dhw7wB9PPz8zF27FipYz4WbsBR9Iej4q4NytY/iuwbRRRtLCo8vbhrRXF1YHE+ffqELl26oEuXLggODoaJiQkSExPh4eEhsYzC21m83U6cOMH7TgL8M5ZZSbaPvO8mJbluAgXXxB49eki8sMTc3BwpKSm8aW/evIGqqiqMjIwAFDTwqqmp8a4BdnZ2SElJkXjpT0JCAs6ePcsbfxYArly5wjUQi+Xl5WHGjBkICAjAixcvcP78ecTFxUm8Cbtfv35o27YtLl68KLFexsbGEAqFUtdB/EOmNBYWFrC2tsbTp09lpgGAOnXqwMjICDt37kT37t0lXmghrR4tr/qfEEIIqcqo4e5fJDc3F7///jvWrFmDLl268Ob169cPe/bswaRJk6TmVVdX573xDCjo+VX4ZQJAwSDg9evX576gSst35coV9O7dG8OGDQNQ8OX96dOnXM+HsmJiYoLk5GTuc0ZGBuLj48tk2YmJiVwPD6Cgh5qKigrq168PMzMzVK9eHc+fP8fQoUNLVY69vT0SExPx8uVLrtfdkydPkJ6ervT2SkpKQvv27eHk5ITAwEDeL9qFZWZm4sCBA1i2bJnEvPDwcN7+/Ouvv7BixQpcv35d4sarsLt378p8460YYwxZWVkKro10tra2iIiIgJeXFzft9u3bMtOnpqYiKioKW7ZsQdu2bQFA4phu1KgRtm/fjvfv3xfb6660+97Kygrjxo3DuHHjMGfOHGzbtk2hhjugoBGkV69e6NWrFyZOnIgGDRrg4cOHaNasmdT08o5hWZo1a4b9+/fD1NSU98bgopo2bYqmTZtizpw5cHFxwd69e9GqVSs0a9YMMTExXINtSYhv/IrWK+VBWv2lCEW3U2H29vY4cuQIb9qNGzd4nxWpO2XVua1bt+b1BpPW8680+01NTU3pbVWvXj1oaWnh3LlzUnv/2tvbY9euXfj06RPX4HPt2jWJ43TIkCHYs2cPatSoARUVFXTv3p2b16xZMzx+/LhUx5yilK1/AMX3TWHSzoG6detCXV0dV69exZAhQwAU/FB1+/ZtTJ06VWY+RerA4kRHR+Pdu3dYvnw5d50qbr2Bgv2roaGBxMREiZcwiJVk+9jb2+PgwYO8Brzr169DT09P7nVKlvj4eFy4cIF7SU5hLi4uOHbsGG9aWFgYnJ2duQYoV1dX7N27F/n5+dx1NzY2FhYWFhINWYGBgTA1NeUdwwDg5eUl8VSEh4cHvLy88MMPPwAAZs+eLXEeOTo6Yt26dejZs6fUdVNXV4eTkxPOnDnD6xF35swZiScqCktNTcXLly+Lva4bGxvj0KFDcHd3x8CBA3HgwAGl36BOCCGEkNKjt8r+ixw/fhxpaWkYNWoUHBwceH/9+/fHjh07ZOa1sbHB5cuXkZSUhHfv3gEAZsyYgXPnzmHRokWIjY3Frl278Ouvv8LPz09uvrp16+LMmTO4fv06oqKiMHbsWIlfe8tChw4dsHv3bly5cgWPHj3CiBEjZD6+qyxNTU2MGDEC9+/fx5UrV+Dr64sBAwZwv8b7+/tj2bJlWL9+PWJjY/Hw4UMEBgZi7dq1SpXTqVMnNGrUCEOHDsWdO3cQERGB4cOHw83NTeFHu4CCnnbu7u6wsrLC6tWr8fbtW6SkpEjd7vv370dubq7Uhic7OzvecVO9enWoqKjAwcGB660ZEBCAI0eO4OnTp3j8+DHmzJmDgwcP8hqFly1bhjNnzuD58+eIjo7G2rVr8fvvv3MNEkBBA+K9e/e4tzrGx8fj3r17SExMlLmekydPxo4dO7Br1y48ffoUixcvxoMHD2T2shC/8XPr1q149uwZzp8/j+nTp/PSDB48GObm5vD09MS1a9fw/PlzHDx4EOHh4VKXWdJ9P3XqVJw+fRrx8fG4c+cOzp8/r3DjbFBQEHbs2IFHjx7h+fPn2L17N7S0tGBtbS0zT3HHsDRDhw6FsbExevfujStXriA+Ph6XLl3ClClT8OrVK8THx2POnDkIDw9HQkICwsLCEBsby63HL7/8gt9//x3+/v54/PgxoqKiuN5dirK2toZAIMDx48fx9u1b7g2j5cHGxoZ7lPvdu3f4/PmzQvmK207SjBs3DnFxcZg+fTpiYmKwd+9eiTd+K1J32tjY4ObNm3jx4gX32GPdunVx+/ZtnD59GrGxsZg3bx73tlEAZbLfbGxscO7cOaSkpCAtLU2h7aSpqYlZs2Zh5syZ+P333xEXF4cbN25w16KhQ4dyx+mjR49w4cIFTJ48GV5eXrzeQOL6ccmSJejfvz+vF+CsWbMQHh6OiRMn4t69e3j69CmOHj2qcIO4MpStfwAUu2+kkXYO6OjoYPz48fjxxx8RGhqKJ0+ewMfHB58/f+begiotnyJ1YHFq1qwJdXV1bNy4Ec+fP8fRo0exaNGiYvPp6enBz88P06ZNw65duxAXF4e7d+/if//7H3bt2lXi7TNhwgS8fPkSkydPRnR0NP766y/Mnz8f06dPl/mDlTw7d+6EhYUFunXrJjFv3LhxSEhIwPTp0xEVFYWdO3dix44dvO9B48ePR2pqKqZMmYLY2FicOHECS5cuxcSJE3nLys/PR2BgIEaMGCExzIGRkZHE9zY1NTWYm5tzQ1OYm5tLpAEK9k+tWrW4ZXXs2BG//vor93n69OnYvn07du7ciaioKEybNg2JiYkYN24cgIJrsZ+fH8LDw/HixQtcvHgRPXv2hLGxsdTHX4syNTXF+fPnER0djcGDB/PeIl5WIiIi0KBBAyQlJZX5sgkhhJD/Amq4+xfZsWMHOnXqJDHWFlDQ4+7evXu4c+eO1LwLFy7EixcvUKdOHe5Rr2bNmuHAgQMICQmBg4MDfvnlFyxcuBDe3t5y882bNw/NmjWDh4cH3N3duUaRsjZnzhy0a9cOPXr0wHfffQdPT0/UqVOnTJZdt25d9O3bF9999x26dOkCBwcHbNq0iZs/evRobN++HUFBQXB0dISbmxuCgoJ4X54VIRAIcOTIERgYGKBdu3bo1KkTateujf379yu1nLCwMO6mrEaNGrCwsOD+itqxYwf69u2r1GPThWVnZ8PPzw+NGjVC27ZtcfXqVYlxcD59+oQJEyagYcOGaN26Nf78808EBwfzegvcvn2b6wEEFNxcNG3aVOqYQGJDhw7FnDlz4Ofnh2bNmiE+Ph7e3t4yH+dTUVFBSEgIIiMj4eDggGnTpmHVqlW8NOrq6ggLC4OpqSm+++47ODo6Yvny5TIbgUu67/Py8jBx4kTY2dmha9eusLW15R1T8lSrVg3btm2Dq6srGjVqhHPnzuHYsWPco1rSFHcMS6OtrY3Lly+jZs2a6Nu3L+zs7DBy5Eh8+fIF+vr60NbWRnR0NPr164f69etjzJgxmDRpEsaOHQugoIfI8ePHcebMGTRv3hytWrXC2rVr5TYwFlW9enUsWLAAs2fPhpmZmcxewmWhdevWGDduHAYOHAgTExOsXLlSoXzFbSdpatasiYMHD+LYsWNo3LgxNm/ejKVLl/LSKFJ3+vn5QSgUwt7enntkcdy4cejbty8GDhyIli1bIjU1ldeDqSz225o1a3DmzBlYWVlx5+yLFy8gEAikPqJXeJ1mzJiBX375BXZ2dhg4cCA3npW2tjZOnz6N9+/fo3nz5ujfv79EowNQ0HOvefPmePDggcQPDo0aNcKlS5fw9OlTtG3bFk2bNsW8efOK7SlUEsrWPwCK3TfSyDoHli9fjn79+sHLywvNmjXDs2fPcPr0aa4ul5ZPkTqwOCYmJggKCsIff/wBe3t7LF++nBtOoTiLFi3CL7/8gmXLlsHOzg4eHh44duwYV1+WdPucPHkSERERaNy4McaNG4dRo0Yp9QOBWH5+PoKCguDt7S21zq9VqxZOnjyJixcvokmTJli0aBE2bNiAfv36cWmsrKwQFhaGW7duoVGjRvD19cWUKVMwe/Zs3rLOnj2LxMREmUNOlJW4uDjuh1SgYPy6gIAALFy4EE2aNMHly5dx8uRJ7vwWCoV4+PAhevfujfr162PEiBGoX78+wsPDJcbxlMXc3Bznz5/Hw4cPMXTo0DLvMf3582fExMRIHQ6FEEIIIYCAKTIwDymVjIwMiEQipKeny33sKjsnB2fOnYOpkVGJXlpAyH9R586dYW5ujt27d1d0KJWGv78/jhw5wvVmJKQ8XLx4EX369MHz589L/EPAvx3VP4RUPHEvzcLfjbNzcvD2/XuYGBpCXcnHd0uatyLKpHjLLq/N7BNSp6urMJhp5eH1FyGy8/k9rF8s7y41z7eIt6zzVpUyKd7Km7eqlKlMXkXbiQAa444QUol8/vwZmzdvhoeHB4RCIfbt24ezZ8/izJkzFR0aIVVOaGgofvrppyrTaEf1DyGEEEIIqYyo4Y4QUmkIBAKcPHkSixcvRlZWFmxtbXHw4EGJQb0JIeVv+fLlFR3CN0X1DyGEEEIIqYyo4Y4QUmloaWnh7NmzFR1Gpefv7w9/f/+KDoOQ/xSqfwghhBBCSGVEL6cghBBCCCGEEEIIIaQSooY7QgghhBBCCCGEEEIqIWq4I4QQQgghhBBCCCGkEqrwMe5yc3Ph7++PPXv2ICUlBRYWFvD29sbcuXOholLQrsgYw4IFC7B161akpaWhZcuW+N///oeGDRtyy8nKyoKfnx/27duHL1++oGPHjti0aRNq1KjBpUlLS4Ovry+OHj0KAOjVqxc2btyIatWqcWkSExMxceJEnD9/HlpaWhgyZAhWr14NdXX1b7I9cnJz8fjx429SFiGEEEIIIZXZ48ePIRAIuM+NGzcGCn0mhBBC/usqvOFuxYoV2Lx5M3bt2oWGDRvi9u3b+OGHHyASiTBlyhQAwMqVK7F27VoEBQWhfv36WLx4MTp37oyYmBjo6ekBAKZOnYpjx44hJCQERkZGmDFjBnr06IHIyEgIhUIAwJAhQ/Dq1SuEhoYCAMaMGQMvLy8cO3YMAJCXl4fu3bvDxMQEV69eRWpqKkaMGAHGGDZu3PhtNghjeP78Oe8LCiGEEEIIIVWRQCBAvXr1AID7cbtxkyYVGBEhhBDybVV4w114eDh69+6N7t27AwBsbGywb98+3L59G0BBb7uAgAD8/PPP6Nu3LwBg165dMDMzw969ezF27Fikp6djx44d2L17Nzp16gQACA4OhpWVFc6ePQsPDw9ERUUhNDQUN27cQMuWLQEA27Ztg4uLC2JiYmBra4uwsDA8efIEL1++hKWlJQBgzZo18Pb2xpIlS6Cvr1/u20NNTQ09e/ZE8+bNy70sQgghhBBCCCGEEFJ5VXjDXZs2bbB582bExsaifv36uH//Pq5evYqAgAAAQHx8PFJSUtClSxcuj4aGBtzc3HD9+nWMHTsWkZGRyMnJ4aWxtLSEg4MDrl+/Dg8PD4SHh0MkEnGNdgDQqlUriEQiXL9+Hba2tggPD4eDgwPXaAcAHh4eyMrKQmRkJNq3b6/QOiUnJyM5OZn7nJmZCQDIzslBdk6OzHzZOTnIzctTqAxCCCGEEEKqmpzcXGTn5HD/KqukeSuizNLkpXj51FWY1OlqKgyqAgY1KfOLu2+j7Vv5yixNXoq3fPNWlTKVyavMsiu84W7WrFlIT09HgwYNIBQKkZeXhyVLlmDw4MEAgJSUFACAmZkZL5+ZmRkSEhK4NOrq6jAwMJBII86fkpICU1NTifJNTU15aYqWY2BgAHV1dS6NIrZs2YIFCxZITH+Xloas3FyZ+XJyc5H5+bPC5RBCCCGEEFKVpKWn411aGtI/fgQAqKkqdzuTk5tborwlzVdReSlePjMt6Z0j1FQYDNTzIRAAOfn8oYrevn9fYfGWdd6qUmZp8lK85Zu3qpSpTN6P/59GERXecLd//34EBwdj7969aNiwIe7du4epU6fC0tISI0aM4NIVHfONMVbsOHBF00hLX5I0xRk7dix69erFfc7MzISbmxuMDQzkPm6bnZMDXW1thcshhBBCCCGkKjEQiWD8/z/WGxsYQF1NTan84h4OyuYtab6Kykvx8r3+IpQ6XU2FgTHgzVehRMOdiaFhhcVb1nmrSpmlyUvxlm/eqlKmMnk1lGgQrPCGux9//BGzZ8/GoEGDAACOjo5ISEjAsmXLMGLECJibmwMA98ZZsTdv3nC948zNzZGdnY20tDRer7s3b96gdevWXJrXr19LlP/27Vvecm7evMmbn5aWhpycHImeePJYWFjwYs3IyAAAqKupFbvTVYXSLyqEEEIIIYRUdWqqqlBXU+P+VfaGqvAylM1bEWWWJi/F+4/sfNmdMHKZADn5Aok0xcVB27dyllmavBRv+eatKmUqmleZ5aooHUEZ+/z5M1RU+GEIhULk5+cDAGrVqgVzc3OcOXOGm5+dnY1Lly5xjXJOTk5QU1PjpUlOTsajR4+4NC4uLkhPT0dERASX5ubNm0hPT+elefToEW98urCwMGhoaMDJyamM17zq2bp1K6ysrKCiosKNYVicFy9eQCAQ4N69ewqX4+7ujqlTp3KfbWxsFC6vvHl7e8PT0/Obl1uS7VjWduzYwRuHsqSCgoJQrVo1pfKU13avqP1ZWFZWFmrWrInIyMgKjePfomj9UF5KcpxWpnIvXrwIgUCADx8+lHpZxTly5Ajq1q0LoVD4TfZNWSjrc9/f3x9N6C2Zld61a9fg6OgINTU1pfb/t6wPvlUdRwghhJBvp8Ib7nr27IklS5bgxIkTePHiBQ4fPoy1a9eiT58+AAoeXZ06dSqWLl2Kw4cP49GjR/D29oa2tjaGDBkCABCJRBg1ahRmzJiBc+fO4e7duxg2bBgcHR25t8za2dmha9eu8PHxwY0bN3Djxg34+PigR48esLW1BQB06dIF9vb28PLywt27d3Hu3Dn4+fnBx8fnm7xRVhHe3t4QCAQQCARQU1ODmZkZOnfujJ07d3KNnYr6ll8kMzIyMGnSJMyaNQtJSUkYM2bMNykXAG7duvVNywNkN5StX78eQUFB3zSWkirLG9OsrCz88ssvmDdvXqmXNXDgQMTGxiqVp7Js9/JoQNXQ0ICfnx9mzZpVZssk/6ioBriSKsn5IU3r1q2RnJwMkUhUBlHJN3bsWPTv3x8vX77EokWLynz5mzZtQq1ataCpqQknJydcuXKlzMsoLT8/P5w7d66iwyiVxMRE9OzZEzo6OjA2Noavry+ys7Pl5snKysLkyZNhbGwMHR0d9OrVC69eveKlSUtLg5eXF0QiEUQiEby8vHgNyu/fv0fPnj2hq6uLZs2a4f79+7z8EyZMwJo1a8pkHadPn44mTZogPj5e5jWlMv1YqIhv2UhfGDVWE0IIIYqr8Ia7jRs3on///pgwYQLs7Ozg5+eHsWPH8r68z5w5E1OnTsWECRPg7OyMpKQkhIWFQU9Pj0uzbt06eHp6YsCAAXB1dYW2tjaOHTsGYaFHT/fs2QNHR0d06dIFXbp0QaNGjbB7925uvlAoxIkTJ6CpqQlXV1cMGDAAnp6eWL169bfZGArq2rUrkpOT8eLFC5w6dQrt27fHlClT0KNHD+TKeflFRUpMTEROTg66d+8OCwsLaH/DsfxMTEy+aXnyiESif1UjQFk5ePAgdHV10bZt21ItJycnB1paWlJfNCPPf327Dx06FFeuXEFUVFSZLre4m25S+ZTk/JBGXV0d5ubmSo3vWhKZmZl48+YNPDw8YGlpybuuK0PWsbp//35MnToVP//8M+7evYu2bduiW7duSExMLE3YZU5XVxdGRkalWkZOCd56pqy8vDypPxLm5eWhe/fu+PTpE65evYqQkBAcPHgQM2bMkLu8qVOn4vDhwwgJCcHVq1eRmZmJHj16IC/vn0HkhwwZgnv37iE0NBShoaG4d+8evLy8uPlLlizBx48fcefOHbi5uWH06NHcvPDwcERERJRZD7S4uDh06NABNWrU+E9fUwghhBBSuVR4w52enh4CAgKQkJCAL1++IC4uDosXL4a6ujqXRiAQwN/fH8nJyfj69SsuXboEBwcH3nI0NTWxceNGpKam4vPnzzh27BisrKx4aQwNDREcHIyMjAxkZGQgODhY4otXzZo1cfz4cXz+/BmpqanYuHEjNDQ0ym39S0JDQwPm5uaoXr06mjVrhp9++gl//fUXTp06xfsFeO3atXB0dISOjg6srKwwYcIEZGZmAij4hfWHH35Aeno614PP398fQMEN0MyZM1G9enXo6OigZcuWuHjxotyYEhMT0bt3b+jq6kJfXx8DBgzgxhQMCgqCo6MjAKB27doQCAR48eKF1OVERESgadOm0NTUhLOzM+7evSuR5smTJ/juu++gq6sLMzMzeHl54d27dzJjK/rrt0AgwPbt29GnTx9oa2ujXr16OHr0qFJlhIaGok2bNqhWrRqMjIzQo0cPxMXFcfNr1aoFAGjatCkEAgHc3d0BSPZiy8rKgq+vL0xNTaGpqYk2bdrg1q1b3HzxL+Hnzp2Ds7MztLW10bp1a8TExMhcX0W2Y15eHkaNGoVatWpBS0sLtra2WL9+PTff398fu3btwl9//cUdH+JjYNasWahfvz60tbVRu3ZtzJs3r9gbxpCQEN4LWwAgPz8fCxcuRI0aNaChoYEmTZogNDSUmy/unXbgwAG4u7tDU1MTwcHBUntALV68GKamptDT08Po0aMxe/Zs3i/5Rbe7u7s7fH19MXPmTBgaGsLc3Jw7/mXJy8vD9OnTuX0+c+ZMMMZ4aUp6XABAYGAg7OzsoKmpiQYNGmDTpk3cvOzsbEyaNAkWFhbQ1NSEjY0Nli1bxs03MjJC69atsW/fPrnxy9vnhbfTsmXLYGlpifr16wMAkpKSMHDgQBgYGMDIyAi9e/eWeQ6LPX78GN27d4e+vj709PTQtm1bblsos+/btm0LLS0tNG/eHLGxsbh16xacnZ2hq6uLrl274u3btxLxL1iwAKamptDX18fYsWPlNkDKq+/Kqp588eIFVFRUcPv2bd70jRs3wtraWuI4ErOxscHixYsxfPhw6OrqwtraGn/99Rfevn3L1beOjo685RY9P+7fv4/27dtDT08P+vr6cHJy4tInJCSgZ8+eMDAwgI6ODho2bIiTJ09y6164F454uadPn4adnR23/QsPLZGbmwtfX1/u+J81axZGjBghs+fuxYsXuYa6Dh068OqZgwcPomHDhtDQ0ICNjY1EjynxtvH29oZIJIKPj4/UMtauXYtRo0Zh9OjRsLOzQ0BAAKysrPDbb79JTS9WXJ1SVHHnPgC8evUKgwYNgqGhIXR0dODs7MyNqyut95G8OkFW/Shvn0qTlpaG4cOHw8DAANra2ujWrRuePn3KzRfv9+PHj8Pe3h4aGhpISEiQWE5YWBiePHmC4OBgNG3aFJ06dcKaNWuwbds2bpzfotLT07Fjxw6sWbMGnTp1QtOmTREcHIyHDx/i7NmzAICoqCiEhoZi+/btcHFxgYuLC7Zt24bjx49z18GoqCgMGjQI9evXx5gxY/DkyRMABQ2Z48ePx+bNm3k/4soi73os3t6pqakYOXIkBAKB1B537u7uSEhIwLRp07g6ozB55w8gf59L8+nTJ65+sLCwkNqzMDg4GM7OztDT04O5uTmGDBmCN2/ecOvVvn17AICBgQEEAgG8vb0BFH9MF3ddSk9Px5gxY7i6uEOHDlxvyKCgICxYsAD379/ntlNl6BVPCCGEVFYV3nBHykaHDh3QuHFjHDp0iJumoqKCDRs24NGjR9i1axfOnz+PmTNnAih4DCogIAD6+vpITk5GcnIy/Pz8AAA//PADrl27hpCQEDx48ADff/89unbtyvsyXxhjDJ6ennj//j0uXbqEM2fOIC4uDgMHDgRQ8OiW+Et4REQEkpOTJRpVgYIvoOJHlyMjI+Hv78/FJJacnAw3Nzc0adIEt2/fRmhoKF6/fo0BAwYotb0WLFiAAQMG4MGDB/juu+8wdOhQvP//V74rUsanT58wffp03Lp1C+fOnYOKigr69OnD9UQQj6V49uxZJCcn8/ZLYTNnzsTBgwexa9cu3LlzB3Xr1oWHhwcXi9jPP/+MNWvW4Pbt21BVVcXIkSNlrpsi2zE/Px81atTAgQMH8OTJE/zyyy/46aefcODAAQAFj20NGDCAu7FITk7mxoLU09NDUFAQnjx5gvXr12Pbtm1Yt26d3O195coVODs786atX78ea9aswerVq/HgwQN4eHigV69eEsfZrFmz4Ovri6ioKHh4eEgse8+ePViyZAlWrFiByMhI1KxZs9ibcgDYtWsXdHR0cPPmTaxcuRILFy7kjZNZ1Jo1a7Bz507s2LEDV69exfv373H48GFempIeF9u2bcPPP/+MJUuWICoqCkuXLsW8efOwa9cuAMCGDRtw9OhRHDhwADExMQgODoaNjQ2v7BYtWsh9BLC4fS527tw5REVF4cyZM9yPGO3bt4euri4uX76Mq1evcjedshrEkpKS0K5dO2hqauL8+fOIjIzEyJEjuR7Biu77+fPnY+7cubhz5w5UVVUxePBgzJw5E+vXr8eVK1cQFxeHX375RWr8Fy5cwL59+3D48GEsWLBA5naRV9+VVT1pY2ODTp06ITAwkDc9MDCQG/5AlnXr1sHV1RV3795F9+7d4eXlheHDh2PYsGFcnTF8+HCZjX9Dhw5FjRo1cOvWLURGRmL27NlQ+/+BcCdOnIisrCxcvnwZDx8+xIoVK6Crqyszls+fP2P16tXYvXs3Ll++jMTERF7dsmLFCuzZsweBgYG4du0aMjIycOTIEZnLK/wjxMGDB7l6JjIyEgMGDMCgQYPw8OFD+Pv7Y968eRI39qtWrYKDgwMiIyOlPoafnZ2NyMhIibE1u3TpguvXr8uMqyR1SnHnvvjt8n///TeOHj2K+/fvY+bMmTKHuCiuThArWj8qu0+9vb1x+/ZtHD16FOHh4WCM4bvvvuP9GPP582csW7YM27dvx+PHj6X26AwPD4eDgwMsLS25aR4eHsjKypI5/mZkZCRycnJ4+8fS0hIODg7c/gkPD4dIJELLli25NK1atYJIJOLSNG7cGOfPn0dubi5Onz6NRo0aASg4Ht3d3SWuPbLIux5bWVkhOTkZ+vr6CAgIQHJyMvcdp7BDhw6hRo0aWLhwIVdnFN6O8s4fRfd5YT/++CMuXLiAw4cPIywsDBcvXpTY3tnZ2Vi0aBHu37+PI0eOID4+nmucs7KywsGDBwEAMTExSE5O5n7QKe6YlnddYoyhe/fuSElJwcmTJxEZGYlmzZqhY8eOeP/+PQYOHIgZM2agYcOG3HaStj0JIYQQ8v8YKXfp6ekMAEtPT5ebLis7mx0/dYpFRETITDNixAjWu3dvqfMGDhzI7OzsZOY9cOAAMzIy4j4HBgYykUjES/Ps2TMmEAhYUlISb3rHjh3ZnDlzpC43LCyMCYVClpiYyE17/PgxA8Cty927dxkAFh8fLzO+LVu2MENDQ/bp0ydu2m+//cYAsLt37zLGGJs3bx7r0qULL9/Lly8ZABYTE8MYY8zNzY1NmTKFm29tbc3WrVvHfQbA5s6dy33OzMxkAoGAnTp1SuEyinrz5g0DwB4+fMgYYyw+Pp4Xt1jh/ZeZmcnU1NTYnj17uPnZ2dnM0tKSrVy5kjHG2IULFxgAdvbsWS7NiRMnGAD25csXqbEosh2lmTBhAuvXr5/UWOVZuXIlc3Jykjk/LS2NAWCXL1/mTbe0tGRLlizhTWvevDmbMGECY+yfbRgQEMBLU/S4bdmyJZs4cSIvjaurK2vcuLHMdXFzc2Nt2rSRKHvWrFky18PCwoItX76c+5yTk8Nq1KghdxspelxYWVmxvXv38qYtWrSIubi4MMYYmzx5MuvQoQPLz8+XWdb69euZjY2NzPnSSNvnZmZmLCsri5u2Y8cOZmtryys7KyuLaWlpsdOnT0td7pw5c1itWrVYdna21PmK7vvt27dz8/ft28cAsHPnznHTli1bxmxtbXnxSzv2dXV1WV5eHmOMXz8oUt+VtJ4smm///v3MwMCAff36lTHG2L1795hAIJBbJ1pbW7Nhw4Zxn5OTkxkANm/ePG5aeHg4A8CSk5Ollqunp8eCgoKkLt/R0ZH5+/tLnSeue9LS0rjlAmDPnj3j0vzvf/9jZmZm3GczMzO2atUq7nNubi6rWbOm3HNEXD9cuHCBmzZkyBDWuXNnXroff/yR2dvbc5+tra2Zp6enzOUyxlhSUhIDwK5du8abvmTJEla/fn2Z+UpSpxRV9NzfsmUL09PTY6mpqVLTz58/n7f84uoEWfWjvH1aVGxsrMT2effuHdPS0mIHDhxgjP2z3+/duyd3WT4+PhL7jDHG1NXVJdZDbM+ePUxdXV1ieufOndmYMWMYYwX7ql69ehJp6tWrx5YuXcoYY+zDhw9s8ODBrGbNmqxdu3bs8ePHLDY2ltWrV4+9e/eOjR07ltWqVYt9//337MOHD1JjUeR6zBhjIpGIBQYGyt4QTPI7B2OKnT/F7fOiPn78yNTV1VlISAg3LTU1lWlpafG+AxUVERHBALCPHz8yxiTPdVmKHtPyrkvnzp1j+vr6XH0nVqdOHbZlyxbGmOQxr6iIiAgWERHBsrKz2auUFJYl4zojT0nzVkSZpclL8fJZzzou9a/enGOszcIjrN6cYxLzKjLess5bVcosTV6Kt3zzVpUylcmraDsRY4xRj7v/EMYYr+fGhQsX0LlzZ1SvXh16enoYPnw4UlNT8enTJ5nLuHPnDhhjqF+/PnR1dbm/S5cuSTz2IxYVFQUrKyteLzp7e3tUq1ZNqTG3oqKi0LhxY954dC4uLrw0kZGRuHDhAi+2Bg0aAIDM+KQR/yIPADo6OtDT0+MeHVGkjLi4OAwZMgS1a9eGvr4+9wikMuMmxcXFIScnB66urtw0NTU1tGjRQmK7FY7XwsICALh4i1JkOwLA5s2b4ezsDBMTE+jq6mLbtm0Kxf/nn3+iTZs2MDc3h66uLubNmyc335cvXwAUPM4ulpGRgb///pu37gDg6uoqse7F9ZaIiYlBixYteNOKfpam8DYFCrarrG2anp6O5ORk3nZUVVWViK0kx8Xbt2/x8uVLjBo1infMLV68mDvevL29ce/ePdja2sLX1xdhYWESy9HS0sLnz5/lrrMi+9zR0ZE3VEFkZCSePXsGPT09LjZDQ0N8/fpV5jl37949tG3bluvZVZgy+77wPjIzM+PiKzyt6D6TduxnZmbi5cuXErGUpL4raT5PT0+oqqpyvTR37tyJ9u3bS/ScLEqRbQDIrg+mT5+O0aNHo1OnTli+fDkvPl9fXyxevBiurq6YP38+Hjx4IDcWbW1t1KlTh/tc+JxJT0/H69eveeeeUCgs0RvZo6KipB4fT58+5Y19pmhPqqI9GoteK4sqSZ1S3Ll/7949NG3aFIaGhsXGq0idIFZ0GyizT6OioqCqqsrrzWZkZARbW1veuaiuri5RX0ojbZsWt62lKZqnuOWKRCLs3bsXCQkJuHTpEuzt7TF27FisWrUKe/bswfPnzxETEwNtbW0sXLhQapnKXI9LSt75o8w+LxxzdnY277pkaGjIvXBN7O7du+jduzesra2hp6fHDdFQ3PW+uGNa3nUpMjISmZmZMDIy4q1PfHy8Ut/VCCGEEFJAtaIDIGUnKiqK+2KVkJCA7777DuPGjcOiRYtgaGiIq1evYtSoUXLHI8vPz4dQKERkZKTEmDCyHreR9cVc2S/sTMajXkXj69mzJ1asWCExT9ygpYiiDQoCgYB7/EORMnr27AkrKyts27YNlpaWyM/Ph4ODg1KD+YvXV5GbysLxiufJesRKke144MABTJs2DWvWrIGLiwv09PSwatUqbrwlWW7cuIFBgwZhwYIF8PDwgEgkQkhIiNw39hkZGUEgECAtLU1iniLrrqOjU+z6SFtOceQdAyVVkuNCXOa2bdt4N9AAuHOwWbNmiI+Px6lTp3D27FkMGDAAnTp1wp9//smlff/+PUxMTGSWo+g+L7q98/Pz4eTkhD179kgsU1Z5WlpaMuMQK+lxX3SaovtMWl1UkvqupPnU1dXh5eWFwMBA9O3bF3v37lXozZOKbANxTNL4+/tjyJAhOHHiBE6dOoX58+cjJCQEffr0wejRo+Hh4YETJ04gLCwMy5Ytw5o1azB58uRiYxGXXfRcK8m5WJS0Y0HacoqrG4yNjSEUCpGSksKb/ubNG67BUxZl16O4c1+Rc0JMkTpBrOg2UGafylqnottfS0ur2Gu5ubm5RF2SlpaGnJwcmdva3Nwc2dnZSEtLg4GBATf9zZs33NAM5ubm3Hi5hb19+1bmcnfu3Ilq1aqhd+/e6Nu3Lzw9PaGmpobvv/9e4tH6wusMKN/Iqwx5548y+7xozPJ8+vSJeyFbcHAwTExMkJiYCA8Pj2K/rxR3TMu7LuXn58PCwkLquJ/0Ug9CCCFEedTj7j/i/PnzePjwIfr16wcAuH37NnJzc7FmzRq0atUK9evXx99//83Lo66uzuu9ABQMmp+Xl4c3b96gbt26vD9zc3OpZdvb2yMxMZHXo+XJkydIT0+HnZ2dwutgb2+P+/fvcz20gIKGosKaNWuGx48fw8bGRiI+RRp4FFFcGampqYiKisLcuXPRsWNH2NnZSTRKiXssFd2+hdWtWxfq6uq4evUqNy0nJwe3b99WarsVpch2vHLlClq3bo0JEyagadOmqFu3rsSv4NKOj2vXrsHa2ho///wznJ2dUa9ePakDlRddjr29PTdgOADo6+vD0tKSt+4AcP36daXX3dbWlhs7TqzoSwBKSyQSwcLCgrcdc3NzeWMJlfS4MDMzQ/Xq1fH8+XOJ403cEA8UbLOBAwdi27Zt2L9/Pw4ePMgbC/HRo0do2rSpzHVQZJ9L06xZMzx9+hSmpqYS8YlEIql5GjVqhCtXrkj9kaAs97000o59XV1d1KhRQyKtIvVdWdWTQEGjytmzZ7Fp0ybk5OSgb9++pV5fRdSvXx/Tpk1DWFgY+vbtyxtrz8rKCuPGjcOhQ4cwY8YMbNu2rURliEQimJmZ8c7FvLw8qS8YKo69vb3U46N+/foKvWRATF1dHU5OThJjV545c4ZrGJJG2TpFkXO/UaNGuHfvnsT4pdIoWifIoug+tbe3R25uLq/BLTU1FbGxsUqfiy4uLnj06BFvTLewsDBoaGjI7HXp5OQENTU13v5JTk7Go0ePuP3j4uKC9PR03v64efMm0tPTpe7Dt2/fYtGiRdi4cSOAgmNQXA/l5OTIvCaX5fVYWp1RnJLs87p160JNTY13XUpLS0NsbCz3OTo6Gu/evcPy5cvRtm1bNGjQQKJ3rrTrkiLHNCD7utSsWTOkpKRAVVVVYn2MjY1LvJ0IIYSQqooa7v6FsrKykJKSgqSkJNy5cwdLly5F79690aNHDwwfPhwAUKdOHeTm5mLjxo14/vw5du/ejc2bN/OWY2Njg8zMTJw7dw7v3r3D58+fUb9+fQwdOhTDhw/HoUOHEB8fj1u3bmHFihUy30zXqVMnNGrUCEOHDsWdO3cQERGB4cOHw83NTeFHmQBgyJAhUFFRwahRo/DkyROcPHkSq1ev5qWZOHEi3r9/j8GDByMiIgLPnz9HWFgYRo4cWWZfAIsrQ/xmza1bt+LZs2c4f/48pk+fzluGqakptLS0uBdbpKenS5Sjo6OD8ePH48cff0RoaCiePHkCHx8ffP78GaNGjSpx/Ipsx7p16+L27ds4ffo0YmNjMW/ePN7bbIGC4+PBgweIiYnBu3fvkJOTg7p16yIxMREhISGIi4vDhg0bJF7QII2Hh4fEjfiPP/6IFStWYP/+/YiJicHs2bNx7949TJkyRan1nTx5Mnbs2IFdu3bh6dOnWLx4MR48eFBmvSTEpkyZguXLl+Pw4cOIjo7GhAkTuDduAijVceHv749ly5Zh/fr1iI2NxcOHDxEYGIi1a9cCKHhBQUhICKKjoxEbG4s//vgD5ubmvJ4LV65ckRiEvzBF9rk0Q4cOhbGxMXr37o0rV64gPj4ely5dwpQpU/Dq1SupeSZNmoSMjAwMGjQIt2/fxtOnT7F7927uRQRlte+lyc7O5o59cQ+zSZMmQUVF8nKnSH1XVvUkANjZ2aFVq1aYNWsWBg8erFQvrJL48uULJk2ahIsXLyIhIQHXrl3DrVu3uIaIqVOn4vTp04iPj8edO3dw/vz5UjWeTp48GcuWLcNff/2FmJgYTJkyBWlpaUqfizNmzMC5c+ewaNEixMbGYteuXfj1118lXrKjiOnTp2P79u3YuXMnoqKiMG3aNCQmJmLcuHFy10OZOkWRc3/w4MEwNzeHp6cnrl27hufPn+PgwYMIDw+Xuszi6gRZlNmn9erVQ+/eveHj44OrV6/i/v37GDZsGKpXr47evXvLLaeoLl26wN7eHl5eXrh79y7OnTsHPz8/+Pj4QF9fH0DBS2saNGjANcKJRCKMGjWK2993797FsGHD4OjoiE6dOgEoOGe6du0KHx8f3LhxAzdu3ICPjw/3AqaipkyZghkzZqB69eoACh6x3r17N6KiorB161aJR7DFyvJ6bGNjg8uXLyMpKUnuG++LUnaf6+rqYtSoUfjxxx9x7tw5PHr0CN7e3ry6rmbNmlBXV+e+Cx49ehSLFi3iLcfa2hoCgQDHjx/H27dvkZmZqdAxLe+61KlTJ7i4uMDT0xOnT5/GixcvcP36dcydO5drBLexsUF8fDzu3buHd+/eISsrCwAwfPhwzJkzR+HtRgghhFQF1HD3LxQaGgoLCwvY2Niga9euuHDhAjZs2IC//vqL643QpEkTrF27FitWrICDgwP27NmDZcuW8ZbTunVrjBs3DgMHDoSJiQlWrlwJoOBNh8OHD8eMGTNga2uLXr164ebNm1LfBAsUPO5x5MgRGBgYoF27dujUqRNq166N/fv3K7Veurq6OHbsGJ48eYKmTZvi559/lnhc1dLSEteuXUNeXh48PDzg4OCAKVOmQCQSSb0xL4niylBRUUFISAgiIyPh4OCAadOmYdWqVbxlqKqqYsOGDdiyZQssLS1l3gQtX74c/fr1g5eXF5o1a4Znz57h9OnTvMeGlKXIdhw3bhz69u2LgQMHomXLlkhNTcWECRN4aXx8fGBra8uNiXbt2jX07t0b06ZNw6RJk9CkSRNcv35d6tsci/Lx8cHJkyd5DZi+vr6YMWMGZsyYAUdHR4SGhuLo0aOoV6+eUus7dOhQzJkzB35+ftyjO97e3rwx9crCjBkzMHz4cHh7e3OPmvbp04ebX5rjYvTo0di+fTuCgoLg6OgINzc3BAUFcT0tdHV1sWLFCjg7O6N58+Z48eIFTp48yR3z4eHhSE9PR//+/WXGr8g+l0ZbWxuXL19GzZo10bdvX9jZ2WHkyJH48uULd0NelJGREc6fP8+9SdPJyQnbtm3jHhUrq30vTceOHVGvXj20a9cOAwYMQM+ePeHv7y8zfXH1XVnVk2KjRo1Cdna23DdDlxWhUIjU1FQMHz4c9evXx4ABA9CtWzfuLbt5eXmYOHEi1zhia2uLTZs2lbg8cYPk8OHD4eLiAl1dXXh4eCh9LjZr1gwHDhxASEgIHBwc8Msvv2DhwoXcmzCVMXDgQAQEBGDhwoVo0qQJLl++jJMnT8La2lpmHmXrFEXOfXV1dYSFhcHU1BTfffcdHB0dsXz5cpk9CIurE2RRdp8GBgbCyckJPXr0gIuLCxhjOHnypNTxKeURCoU4ceIENDU14erqigEDBsDT05P3o1FOTg5iYmJ4Y3GuW7cOnp6eGDBgAFxdXaGtrY1jx47xtsuePXvg6OjIPfLZqFEj7N69WyKG06dPIy4ujlevTZo0CbVr10bLli2RnZ2N+fPny1yHsroeL1y4EC9evECdOnXkDl9QVEn2+apVq9CuXTv06tULnTp1Qps2bXg9HE1MTBAUFIQ//vgD9vb2WL58ucQPedWrV8eCBQswe/ZsmJmZcT90FHdMy7suCQQCnDx5Eu3atcPIkSNRv359DBo0CC9evOAece7Xrx+6du2K9u3bw8TEBPv27QNQMIZe4Z6bhBBCCAEErCQD0BClZGRkQCQSIT09XeaNLgBk5+TgzLlzMDUyQvPmzb9hhISUvwEDBqBp06bf5Jf0zp07w9zcXOrN3X/R999/j6ZNm+Knn36q6FAqlLe3Nz58+IAjR45UdCgyLVmyBCEhIXj48GFFh1Lu8vPzYWdnhwEDBkj08vm3qWp1CiGVlbineOMmTfD2/XuYGBpCXcmG5uycnBLlLWm+ispL8fLZzD4hdbq6CoOZVh5efxEiO5/fs/rF8u4VFm9Z560qZVK8lTdvVSlTmbyKthMB9HIKQsg3smrVKhw9erTMl/v582ds3rwZHh4eEAqF2LdvH86ePSsxrtV/VVZWFho3boxp06ZVdChEjszMTERFRWHjxo3/+kYsWRISEhAWFgY3NzdkZWXh119/RXx8PIYMGVLRoSmlqtcphBBCCCGkcqFHZQkh34S1tbXMt1WWhviRnLZt28LJyQnHjh3DwYMHuTGS/us0NDQwd+7cch8vjZTOpEmT0KZNG7i5uX2Tx2QrgoqKCoKCgtC8eXO4urri4cOHOHv2bJm8dORbqup1CiGEEEIIqVyoxx0h5F9NS0sLZ8+eregwSCUQFBRU0SHIFBQUVKnjKwtWVla4du1aRYdRalSnEEIIIYSQyoR63BFCCCGEEEIIIYQQUglRwx0hhBBCCCGEEEIIIZUQNdwRQgghhBBCCCGEEFIJ0Rh3ldDjx48rOgRCCCGEEEIqlcePH6Nhw4YVHQYhhBDyTVGPu0rGvmFD1Le1VSpPTm4u3qSmIic3V+nyKiIvxVu+eatKmaXJS/GWb16Kt3KWWZq8FG/55q0qZZYmL8Vbvnn/LfE2bNgQjRs3VrocQggh5N+MetxVMurq6nB2doa6mprCebJzcvD2/XuYGBoqla+i8lK8/714aRtRvBVd5r8tXtpGFG9VLJPirbx5/43xEkIIIVUF9bgjhBBCCCGEEEIIIaQSooY7QgghhBBCCCGEEEIqIWq4I4QQQgghhBBCCCGkEqKGO0IIIYQQQgghhBBCKiFquCOEEEIIIYQQQgghpBKihjtCCCGEEEIIIYQQQiohargjhBBCCCGEEEIIIaQSooY7QgghhBBCCCGEEEIqIWq4I4QQQgghhBBCCCGkEqKGO0IIIYQQQgghhBBCKiFquCOEEEIIIYQQQgghpBKihjtCCCGEEEIIIYQQQiohargjhBBCCCGEEEIIIaQSooY7QgghhBBCCCGEEEIqIWq4I4QQQgghhBBCCCGkEqKGO0IIIYQQQgghhBBCKqEKb7izsbGBQCCQ+Js4cSIAgDEGf39/WFpaQktLC+7u7nj8+DFvGVlZWZg8eTKMjY2ho6ODXr164dWrV7w0aWlp8PLygkgkgkgkgpeXFz58+MBLk5iYiJ49e0JHRwfGxsbw9fVFdnZ2ua4/IYQQQgghhBBCCCHSVHjD3a1bt5CcnMz9nTlzBgDw/fffAwBWrlyJtWvX4tdff8WtW7dgbm6Ozp074+PHj9wypk6disOHDyMkJARXr15FZmYmevTogby8PC7NkCFDcO/ePYSGhiI0NBT37t2Dl5cXNz8vLw/du3fHp0+fcPXqVYSEhODgwYOYMWPGN9oShBBCCCGEEEIIIYT8Q7WiAzAxMeF9Xr58OerUqQM3NzcwxhAQEICff/4Zffv2BQDs2rULZmZm2Lt3L8aOHYv09HTs2LEDu3fvRqdOnQAAwcHBsLKywtmzZ+Hh4YGoqCiEhobixo0baNmyJQBg27ZtcHFxQUxMDGxtbREWFoYnT57g5cuXsLS0BACsWbMG3t7eWLJkCfT19RVeJ3EjpFhmZiYAIDsnB9k5OTLzZefkICc3V26assxXUXkp3vLNW1XKLE1eird881K8lbPM0uSleMs3b1UpszR5Kd7yzUvxVs4yS5OX4uVTV2FSp6upMKgKGNSkzC+P+7aKyltVyixNXoq3fPNWlTKVyavMsiu84a6w7OxsBAcHY/r06RAIBHj+/DlSUlLQpUsXLo2Ghgbc3Nxw/fp1jB07FpGRkcjJyeGlsbS0hIODA65fvw4PDw+Eh4dDJBJxjXYA0KpVK4hEIly/fh22trYIDw+Hg4MD12gHAB4eHsjKykJkZCTat2+v8Hps2bIFCxYskJj+Li0NWbm5MvPl5OYi/f97EqqpKr5rSpqvovJSvOWbt6qUWZq8FG/55qV4K2eZpclL8ZZv3qpSZmnyUrzlm5firZxlliYvxctnppUndbqaCoOBej4EAiAnX8Cb9/b9+wqLt6zzVpUyS5OX4i3fvFWlTGXyFn6KtDiVquHuyJEj+PDhA7y9vQEAKSkpAAAzMzNeOjMzMyQkJHBp1NXVYWBgIJFGnD8lJQWmpqYS5ZmamvLSFC3HwMAA6urqXBpFjR07Fr169eI+Z2Zmws3NDcYGBnJ77olbXI0NDKCupqZweSXNV1F5Kd7yzVtVyixNXoq3fPNSvJWzzNLkpXjLN29VKbM0eSne8s1L8VbOMkuTl+Lle/1FKHW6mgoDY8Cbr0KJhjsTQ8MKi7es81aVMkuTl+It37xVpUxl8moo0SBYqRruduzYgW7duvF6vQGAQMCvRBljEtOKKppGWvqSpFGEhYUFLCwsuM8ZGRkAAHU1tWJ3upqqqkLpyipfReWleMs3b1UpszR5Kd7yzUvxVs4yS5OX4i3fvFWlzNLkpXjLNy/FWznLLE1eivcf2fmy7+dymQA5+QKJNOV131ZReatKmaXJS/GWb96qUqaieZVZboW/nEIsISEBZ8+exejRo7lp5ubmACDR4+3Nmzdc7zhzc3NkZ2cjLS1NbprXr19LlPn27VtemqLlpKWlIScnR6InHiGEEEIIIYQQQggh5a3SNNwFBgbC1NQU3bt356bVqlUL5ubm3JtmgYJx8C5duoTWrVsDAJycnKCmpsZLk5ycjEePHnFpXFxckJ6ejoiICC7NzZs3kZ6ezkvz6NEj3kslwsLCoKGhAScnp/JZaUIIIYQQQgghhBBCZKgUj8rm5+cjMDAQI0aMgGqh53wFAgGmTp2KpUuXol69eqhXrx6WLl0KbW1tDBkyBAAgEokwatQozJgxA0ZGRjA0NISfnx8cHR25t8za2dmha9eu8PHxwZYtWwAAY8aMQY8ePWBrawsA6NKlC+zt7eHl5YVVq1bh/fv38PPzg4+Pj1JvlCWEEEIIIYQQQgghpCxUioa7s2fPIjExESNHjpSYN3PmTHz58gUTJkxAWloaWrZsibCwMOjp6XFp1q1bB1VVVQwYMABfvnxBx44dERQUBKHwn0FI9+zZA19fX+7ts7169cKvv/7KzRcKhThx4gQmTJgAV1dXaGlpYciQIVi9enU5rjkhhBBCCCGEEEIIIdIp1HC3cOFChRcoEAgwb948pYLo0qULGGMyl+fv7w9/f3+Z+TU1NbFx40Zs3LhRZhpDQ0MEBwfLjaNmzZo4fvy4QjETQgghhBBCCCGEEFKeFGq4W7VqFe9zbm4usrKyChagqorc3FwAgIaGBtTU1JRuuCOEEEIIIYQQQgghhPAp9HKKjx8/cn8XLlyAhYUFtmzZgtTUVGRnZyM1NRWbN2+GhYUFzp07V94xE0IIIYQQQgghhBDyn6f0GHeTJk3iXtogZmBggDFjxiAnJwcTJ07kvb2VEEIIIYQQQgghhBCiPIV63BV2//591K5dW+q8OnXq4NGjR6UOihBCCCGEEEIIIYSQqk7phjsbGxts3rxZ4mUSjDFs2rQJ1tbWZRYcIYQQQgghhBBCCCFVldKPyi5fvhz9+/dHvXr10LNnT5iamuLNmzc4duwYEhIS8Oeff5ZHnIQQQgghhBBCCCGEVClKN9z17t0bt27dwvLly/HXX38hOTkZFhYWaNGiBf788080adKkHMIkhBBCCCGEEEIIIaRqUbrhDgCaNGmCkJCQso6FEEIIIYQQQgghhBDy/5Qe466wly9f4vr16/j06VNZxUMIIYQQQgghhBBCCEEJG+62bt2K6tWrw9raGm3btkVMTAwAoE+fPli/fn2ZBkgIIYQQQgghhBBCSFWkdMNdQEAAJk+ejGHDhuHUqVO8t8u6u7vjwIEDZRogIYQQQgghhBBCCCFVkdJj3G3cuBHz5s3D3LlzkZeXx5tna2vL9b4jhBBCCCGEEEIIIYSUnNI97pKSktC6dWup89TU1Gi8O0IIIYQQQgghhBBCyoDSDXfW1taIiIiQOu/mzZuoX79+qYMihBBCCCGEEEIIIaSqU7rhzsfHB4sXL8aOHTuQkZEBAMjJycGJEyewatUqjB07tsyDJIQQQgghhBBCCCGkqlF6jDs/Pz8kJiZizJgxXCOdq6srAGDChAmYMGFC2UZICCGEEEIIIYQQQkgVpHTDHQBs2LABU6dOxZkzZ5CamgpDQ0N07NgR9erVK+v4CCGEEEIIIYQQQgipkkrUcAcAtWvXpsdiCSGEEEIIIYQQQggpJwo13N25c0ephTZr1qxEwRBCCCGEEEIIIYQQQgoo1HDn7OwMgUBQbDrGGAQCAfLy8kodGCGEEEIIIYQQQgghVZlCDXcXLlwo7zgIIYQQQgghhBBCCCGFKNRw5+bmVt5xEEIIIYQQQgghhBBCCinxyynS09Px8OFDJCcnw8LCAo6OjhCJRGUZGyGEEEIIIYQQQgghVZbSDXf5+fmYO3cuNm7ciE+fPnHTdXR0MGnSJCxevBhCobBMgySEEEIIIYQQQgghpKpRuuHuxx9/xMaNGzF79mz07dsXpqamePPmDQ4ePIiVK1ciOzsba9asKY9YCSGEEEIIIYQQQgipMpRuuAsKCsKiRYswa9YsbpqlpSWaNGkCbW1trF69mhruCCGEEEIIIYQQQggpJRVlM+Tl5aFZs2ZS5zk5OSEvL6/UQRFCCCGEEEIIIYQQUtUp3XDXv39/hISESJ0XEhKCvn37ljooQgghhBBCCCGEEEKqOqUflW3Xrh1+/vlntG/fHp6entwYd4cPH0ZcXByWLFmCQ4cOcempIY8QQgghhBBCCCGEEOUp3XDn7e0NAEhKSsKlS5dkzgcAgUBAj84SQgghhBBCCCGEEFICSjfcxcfHl0cchBBCCCGEEEIIIYSQQpRuuLO2ti6POAghhBBCCCGEEEIIIYUo/XIKsYyMDDx58gR37tyR+FNWUlIShg0bBiMjI2hra6NJkyaIjIzk5jPG4O/vD0tLS2hpacHd3R2PHz/mLSMrKwuTJ0+GsbExdHR00KtXL7x69YqXJi0tDV5eXhCJRBCJRPDy8sKHDx94aRITE9GzZ0/o6OjA2NgYvr6+yM7OVnqdCCGEEEIIIYQQQggpDaV73CUlJWHUqFE4c+aMxDzGmNLj2qWlpcHV1RXt27fHqVOnYGpqiri4OFSrVo1Ls3LlSqxduxZBQUGoX78+Fi9ejM6dOyMmJgZ6enoAgKlTp+LYsWMICQmBkZERZsyYgR49eiAyMhJCoRAAMGTIELx69QqhoaEAgDFjxsDLywvHjh0DAOTl5aF79+4wMTHB1atXkZqaihEjRoAxho0bNyq7qQghhBBCCCGEEEIIKTGlG+6GDx+Op0+fYsOGDahfvz7U1dVLFcCKFStgZWWFwMBAbpqNjQ33f8YYAgIC8PPPP3NvqN21axfMzMywd+9ejB07Funp6dixYwd2796NTp06AQCCg4NhZWWFs2fPwsPDA1FRUQgNDcWNGzfQsmVLAMC2bdvg4uKCmJgY2NraIiwsDE+ePMHLly9haWkJAFizZg28vb2xZMkS6Ovrl2pdCSGEEEIIIYQQQghRlNINdxEREQgODkbv3r3LJICjR4/Cw8MD33//PS5duoTq1atjwoQJ8PHxAVDwMoyUlBR06dKFy6OhoQE3Nzdcv34dY8eORWRkJHJycnhpLC0t4eDggOvXr8PDwwPh4eEQiURcox0AtGrVCiKRCNevX4etrS3Cw8Ph4ODANdoBgIeHB7KyshAZGYn27dsrtE7JyclITk7mPmdmZgIAsnNykJ2TIzNfdk4OcnJz5aYpy3wVlZfiLd+8VaXM0uSleMs3L8VbOcssTV6Kt3zzVpUyS5OX4i3fvBRv5SyzNHkpXj51FSZ1upoKg6qAQU3K/PK4b6uovFWlzNLkpXjLN29VKVOZvMosW+mGu7p16yKnBMHL8vz5c/z222+YPn06fvrpJ0RERMDX1xcaGhoYPnw4UlJSAABmZma8fGZmZkhISAAApKSkQF1dHQYGBhJpxPlTUlJgamoqUb6pqSkvTdFyDAwMoK6uzqVRxJYtW7BgwQKJ6e/S0pCVmyszX05uLtI/fgQAqKkqvmtKmq+i8lK85Zu3qpRZmrwUb/nmpXgrZ5mlyUvxlm/eqlJmafJSvOWbl+KtnGWWJi/Fy2emJX0oJzUVBgP1fAgEQE6+gDfv7fv3FRZvWeetKmWWJi/FW755q0qZyuT9+P9pFKF0w93q1asxY8YMNGrUCPXr11c2u4T8/Hw4Oztj6dKlAICmTZvi8ePH+O233zB8+HAunUDAr0jF4+nJUzSNtPQlSVOcsWPHolevXtznzMxMuLm5wdjAQO7jtuIWV2MDA6irqSlcXknzVVReird881aVMkuTl+It37wUb+UsszR5Kd7yzVtVyixNXoq3fPNSvJWzzNLkpXj5Xn8RSp2upsLAGPDmq1Ci4c7E0LDC4i3rvFWlzNLkpXjLN29VKVOZvBpKNAgq3XDXsWNHdOjQAfb29rC0tOS9RAIoaPi6f/++wsuzsLCAvb09b5qdnR0OHjwIADA3NwdQ0BvOwsKCS/PmzRuud5y5uTmys7ORlpbG63X35s0btG7dmkvz+vVrifLfvn3LW87Nmzd589PS0pCTkyPRE6+4dSoca0ZGBgBAXU2t2J2upqqqULqyyldReSne8s1bVcosTV6Kt3zzUryVs8zS5KV4yzdvVSmzNHkp3vLNS/FWzjJLk5fi/Ud2vuxOGLlMgJx8gUSa8rpvq6i8VaXM0uSleMs3b1UpU9G8yixXRdkAfvzxRwQEBKBp06Zo27YtnJyceH/NmjVTanmurq6IiYnhTYuNjYW1tTUAoFatWjA3N+e9xTY7OxuXLl3iGuWcnJygpqbGS5OcnIxHjx5xaVxcXJCeno6IiAguzc2bN5Gens5L8+jRI974dGFhYdDQ0ICTk5NS60UIIYQQQgghhBBCSGko3eNu+/btWLhwIebOnVsmAUybNg2tW7fG0qVLMWDAAERERGDr1q3YunUrgIIefFOnTsXSpUtRr1491KtXD0uXLoW2tjaGDBkCABCJRBg1ahRmzJgBIyMjGBoaws/PD46OjtxbZu3s7NC1a1f4+Phgy5YtAIAxY8agR48esLW1BQB06dIF9vb28PLywqpVq/D+/Xv4+fnBx8eH3ihLCCGEEEIIIYQQQr4ppRvu1NTUeG9mLa3mzZvj8OHDmDNnDhYuXIhatWohICAAQ4cO5dLMnDkTX758wYQJE5CWloaWLVsiLCwMenp6XJp169ZBVVUVAwYMwJcvX9CxY0cEBQVBKPxnPIM9e/bA19eXe/tsr1698Ouvv3LzhUIhTpw4gQkTJsDV1RVaWloYMmQIVq9eXWbrSwghhBBCCCGEEEKIIpRuuBs1ahT27t2Lzp07l1kQPXr0QI8ePWTOFwgE8Pf3h7+/v8w0mpqa2LhxIzZu3CgzjaGhIYKDg+XGUrNmTRw/frzYmAkhhBBCCCGEEEIIKU9KN9wZGBhg7969cHV1RceOHaW+nGLatGllFR8hhBBCCCGEEEIIIVWS0g13s/+vvTsPj6o+2zh+T1ZCgJAQssmOIYKAKCoEXg2bLAIBqaJGI1gEKgqCUFdaghW0oIKCbV3BsohFREUsBlRQmrDFBtnEBWSRhDUEwpL19/5BGRkygUxmhhmc7+e6uOqcc57z3HNymAlPz5x54glJ0p49e5SZmVluPYM7AAAAAAAAwHkOD+7KysrckQMAAAAAAADAOfw8HQAAAAAAAABAeQ5fcXfW6dOntWPHDp0+fbrcuuuuu86pUAAAAAAAAICvc3hwV1RUpBEjRmjOnDkqKSmxu01paanTwQAAAAAAAABf5vBHZSdOnKjPPvtMs2fPljFGM2fO1KxZs9S1a1c1atRIS5YscUdOAAAAAAAAwKc4PLhbuHCh0tLSNHDgQEnSjTfeqPvuu0/p6em66aabGNwBAAAAAAAALuDw4G7v3r1q1qyZ/P39Va1aNeXl5VnX3XPPPVq4cKFLAwIAAAAAAAC+yOHBXWxsrI4ePSpJaty4sVauXGld9/3337sqFwAAAAAAAODTHP5yik6dOunrr79W3759NXToUI0bN07btm1TUFCQPvzwQ6WkpLgjJwAAAAAAAOBTHB7cTZo0SYcOHZIkjR49WsYYvf/++zp16pRGjRqlP//5zy4PCQAAAAAAAPgahwd3MTExiomJsT4eM2aMxowZ49JQAAAAAAAAgK9z+B539qxevVpvvvmmtm/f7ordAQAAAAAAAD7P4SvuUlJSFBwcrFmzZkmS/vGPf2jEiBGSpODgYH3yySfq2rWra1MCAAAAAAAAPsbhK+5Wr16tXr16WR8/99xzeuCBB3Ts2DHdfvvtmjhxoksDAgAAAAAAAL7I4cHdwYMHFRsbK0nasmWL9uzZo0ceeUQ1atTQoEGDtGnTJpeHBAAAAAAAAHyNw4O7OnXqaNeuXZKkZcuWKTY2VldffbUkqbS0VGVlZa5NCAAAAAAAAPggh+9x16tXLz3++OPauHGjZs+erdTUVOu6zZs3q3Hjxi4NCAAAAAAAAPgihwd3L7zwgkpLS7Vs2TLdeuutNve0W7x4sXr27OnSgAAAAAAAAIAvcnhwFxYWprffftvuutWrVzsdCAAAAAAAAEAV7nEHAAAAAAAAwP0Y3AEAAAAAAABeiMEdAAAAAAAA4IUY3AEAAAAAAABeiMEdAAAAAAAA4IUc/lbZ48ePq7CwUJGRkdZl8+bN07Zt29S1a1d17tzZpQEBAAAAAAAAX+TwFXf33nuv/vSnP1kfP/PMM0pNTdU//vEPdevWTf/6179cGhAAAAAAAADwRQ4P7tavX6/u3btLkowxevXVV/XUU0/p0KFDeuSRRzR16lSXhwQAAAAAAAB8jcODuyNHjlg/JpuVlaVDhw7p97//vSQpOTlZ27dvd21CAAAAAAAAwAc5PLiLiYnR1q1bJUlLly5Vo0aN1KRJE0nSiRMnFBDg8G3zAAAAAAAAAJzH4SnbHXfcoccee0wrVqzQp59+qscff9y67r///a/i4+NdGhAAAAAAAADwRQ4P7p577jnVrFlT69ev17hx4/Tkk09a12VlZWngwIEuDQgAAAAAAAD4Ioc+KltUVKSPPvpI99xzj5YsWaKJEycqMDDQun7x4sUaO3asQwHS0tJksVhs/sTExFjXG2OUlpamuLg4hYSEqFOnTtqyZYvNPgoLCzVy5EhFRkYqNDRUycnJ2rt3r802eXl5Sk1NVVhYmMLCwpSamqqjR4/abLN792717dtXoaGhioyM1KhRo1RUVOTQ8wEAAAAAAABcwaHBXVBQkO655x7t2bPHpSGuvvpq5eTkWP9s2rTJum7KlCl66aWXNHPmTK1fv14xMTG65ZZbdPz4ces2o0eP1uLFi7VgwQKtXr1aBQUF6tOnj0pLS63bpKSkKDs7W8uWLdOyZcuUnZ2t1NRU6/rS0lL17t1bJ06c0OrVq7VgwQItWrTI4UEkAAAAAAAA4AoOf1T2qquucvngLiAgwOYqu7OMMZo+fbqefvppDRgwQJL0zjvvKDo6WvPnz9fw4cOVn5+vt956S3PmzFG3bt0kSXPnzlX9+vW1YsUK9ejRQ9u2bdOyZcu0Zs0atWvXTpL0xhtvKDExUdu3b1dCQoLS09O1detW7dmzR3FxcZKkF198UYMHD9akSZNUq1atSj+fswPIswoKCiRJRcXFKiourrCuqLhYxSUlF9zGlXWeqiWve2t9paczteR1by15vbOnM7XkdW+tr/R0ppa87q0lr3f2dKaWvLaC/Izd5YF+RgEWo0A7693x7zZP1fpKT2dqyeveWl/p6UitI/uu0j3uRo8erRYtWqht27aOltv1ww8/KC4uTsHBwWrXrp0mT56sJk2aaOfOncrNzVX37t2t2wYHByspKUkZGRkaPny4srKyVFxcbLNNXFycWrZsqYyMDPXo0UOZmZkKCwuzDu0kqX379goLC1NGRoYSEhKUmZmpli1bWod2ktSjRw8VFhYqKytLnTt3rvTzee211zRx4sRyyw/l5amwpKTCuuKSEuX/70rCQAe+nbeqdZ6qJa97a32lpzO15HVvLXm9s6czteR1b62v9HSmlrzurSWvd/Z0ppa8tqJDSu0uD/QzCg8qk8UiFZdZbNYdPHLEY3ldXesrPZ2pJa97a32lpyO1536K9GIcHtw99thjOnTokG688UZFRkYqKipKFsuvL3IWi0UbN26s9P7atWunf/7zn2rWrJn279+vZ599Vh06dNCWLVuUm5srSYqOjrapiY6O1q5duyRJubm5CgoKUnh4eLltztbn5uYqKiqqXO+oqCibbc7vEx4erqCgIOs2lTV8+HAlJydbHxcUFCgpKUmR4eEXvHLv7MQ1MjxcQefcO/BiqlrnqVryurfWV3o6U0te99aS1zt7OlNLXvfW+kpPZ2rJ695a8npnT2dqyWtr/yl/u8sD/YyMkQ6c9i83uKsbEeGxvK6u9ZWeztSS1721vtLTkdpgBwaCDg/u2rZtq+uvv97Rsgr16tXL+t+tWrVSYmKimjZtqnfeeUft27eXJJvBoHTmI7TnLzvf+dvY274q21RGbGysYmNjrY+PHTsmSQoKDLzoDz0wIKBS27mqzlO15HVvra/0dKaWvO6tJa939nSmlrzurfWVns7Ukte9teT1zp7O1JL3V0VlFf97rsRYVFxmKbeNu/7d5qlaX+npTC153VvrKz0rW+vIfh0e3M2ePdvREoeEhoaqVatW+uGHH9S/f39JZ66GO3cQduDAAevVcTExMSoqKlJeXp7NVXcHDhxQhw4drNvs37+/XK+DBw/a7Gft2rU26/Py8lRcXFzuSjwAAAAAAADA3Rz6VtnzGWO0b98+lVzgvm2OKiws1LZt2xQbG6vGjRsrJiZGy5cvt64vKirSqlWrrEO5tm3bKjAw0GabnJwcbd682bpNYmKi8vPztW7dOus2a9euVX5+vs02mzdvtvlSifT0dAUHB7vsXn4AAAAAAABAZVVpcPfZZ5+pffv2qlatmurXr69vv/1WkjRs2DDNmzfPoX2NGzdOq1at0s6dO7V27VrdfvvtOnbsmAYNGiSLxaLRo0dr8uTJWrx4sTZv3qzBgwerevXqSklJkSSFhYVpyJAhGjt2rD7//HP997//1b333qtWrVpZv2W2efPm6tmzp4YOHao1a9ZozZo1Gjp0qPr06aOEhARJUvfu3dWiRQulpqbqv//9rz7//HONGzdOQ4cOdegbZQEAAAAAAABXcHhw9+677+rWW29Vw4YN9corr8iYX786u2nTppo1a5ZD+9u7d6/uvvtuJSQkaMCAAQoKCtKaNWvUsGFDSWe+DGP06NEaMWKErr/+ev3yyy9KT09XzZo1rfuYNm2a+vfvr4EDB6pjx46qXr26lixZIn//X29COm/ePLVq1Urdu3dX9+7d1bp1a82ZM8e63t/fX0uXLlW1atXUsWNHDRw4UP3799cLL7zg6CECAAAAAAAAnObwPe7+8pe/aPTo0XrxxRdVWlqqBx980Lru6quv1rRp0xza34IFCy643mKxKC0tTWlpaRVuU61aNc2YMUMzZsyocJuIiAjNnTv3gr0aNGigTz755ILbAAAAAAAAAJeCw1fc7dixQ7feeqvddaGhocrPz3c6FAAAAAAAAODrHB7cxcTE6LvvvrO77ttvv7V+xBUAAAAAAABA1Tk8uEtJSVFaWpo+//xz6zKLxaLNmzdrypQpuvfee10aEAAAAAAAAPBFDt/jLi0tTVu2bNEtt9yiOnXqSJJ69eqlgwcPqk+fPnriiSdcHhIAAAAAAADwNQ4P7oKCgvTRRx/pyy+/1PLly3Xo0CFFRESoW7du6tatmzsyAgAAAAAAAD7H4cHdWZ07d1bnzp1dmQUAAAAAAADA/1RqcHfkyBHVrl1bfn5+OnLkyEW3j4iIcDoYAAAAAAAA4MsqNbirW7euMjMzdeONNyoyMlIWi+WC25eWlrokHAAAAAAAAOCrKjW4e/vtt9W0aVPrf19scAcAAAAAAADAOZUa3A0aNMj634MHD3ZXFgAAAAAAAAD/4+dowfHjx5WTk2N3XU5OjgoKCpwOBQAAAAAAAPg6h79V9oEHHlDNmjX15ptvlls3YcIEFRQUaP78+S4JBwAAAAAAAPgqh6+4++qrr9S7d2+762699VatWrXK6VAAAAAAAACAr3N4cJeXl6eaNWvaXRcaGqrDhw87HQoAAAAAAADwdQ4P7po0aaIVK1bYXff555+rUaNGzmYCAAAAAAAAfJ7Dg7sHHnhAL730kqZMmaJDhw5Jkg4dOqSpU6dq2rRpGjp0qMtDAgAAAAAAAL7G4S+nGDNmjH766Sc9+eSTevLJJxUQEKCSkhJJ0h/+8AeNHTvW5SEBAAAAAAAAX+Pw4M5isejVV1/V6NGj9cUXX+jw4cOqU6eOunTpovj4eHdkBAAAAAAAAHyOw4O7s+Lj4xnUAQAAAAAAAG5S5cHd6dOntWPHDp0+fbrcuuuuu86pUAAAAAAAAICvc3hwV1RUpBEjRmjOnDnWe9udr7S01OlgAAAAAAAAgC9z+FtlJ06cqM8++0yzZ8+WMUYzZ87UrFmz1LVrVzVq1EhLlixxR04AAAAAAADApzg8uFu4cKHS0tI0cOBASdKNN96o++67T+np6brpppsY3AEAAAAAAAAu4PDgbu/evWrWrJn8/f1VrVo15eXlWdfdc889WrhwoUsDAgAAAAAAAL7I4cFdbGysjh49Kklq3LixVq5caV33/fffuyoXAAAAAAAA4NMc/nKKTp066euvv1bfvn01dOhQjRs3Ttu2bVNQUJA+/PBDpaSkuCMnAAAAAAAA4FMcHtxNmjRJhw4dkiSNHj1axhi9//77OnXqlEaNGqU///nPLg8JAAAAAAAA+BqHB3cxMTGKiYmxPh4zZozGjBnj0lAAAAAAAACAr3P4HncAAAAAAAAA3K9SV9y1atVKFoulUju0WCzauHGjU6EAAAAAAAAAX1epwV3btm0rPbgDAAAAAAAA4LxKDe5mz57t5hgAAAAAAAAAzuVV97h77rnnZLFYNHr0aOsyY4zS0tIUFxenkJAQderUSVu2bLGpKyws1MiRIxUZGanQ0FAlJydr7969Ntvk5eUpNTVVYWFhCgsLU2pqqo4ePWqzze7du9W3b1+FhoYqMjJSo0aNUlFRkbueLgAAAAAAAFAhh79V9plnnqlwnZ+fn8LCwtSmTRvddNNNDu13/fr1ev3119W6dWub5VOmTNFLL72k2bNnq1mzZnr22Wd1yy23aPv27apZs6YkafTo0VqyZIkWLFigOnXqaOzYserTp4+ysrLk7+8vSUpJSdHevXu1bNkySdKwYcOUmpqqJUuWSJJKS0vVu3dv1a1bV6tXr9bhw4c1aNAgGWM0Y8YMh54LAAAAAAAA4CyHB3dTp05VSUmJCgsLJUmBgYEqLi6WJAUHB6ukpERlZWW67rrr9Omnn6pu3boX3WdBQYHuuecevfHGG3r22Wety40xmj59up5++mkNGDBAkvTOO+8oOjpa8+fP1/Dhw5Wfn6+33npLc+bMUbdu3SRJc+fOVf369bVixQr16NFD27Zt07Jly7RmzRq1a9dOkvTGG28oMTFR27dvV0JCgtLT07V161bt2bNHcXFxkqQXX3xRgwcP1qRJk1SrVi1HDxUAAAAAAABQZQ4P7lauXKm77rpL48ePV79+/VS7dm0dPXpUixcv1uTJk/XOO+/o5MmTSk1N1R//+MdK3R/voYceUu/evdWtWzebwd3OnTuVm5ur7t27W5cFBwcrKSlJGRkZGj58uLKyslRcXGyzTVxcnFq2bKmMjAz16NFDmZmZCgsLsw7tJKl9+/YKCwtTRkaGEhISlJmZqZYtW1qHdpLUo0cPFRYWKisrS507d670McrJyVFOTo71cUFBgSSpqLhYRf8bctpTVFys4pKSC27jyjpP1ZLXvbW+0tOZWvK6t5a83tnTmVryurfWV3o6U0te99aS1zt7OlNLXltBfsbu8kA/owCLUaCd9e74d5unan2lpzO15HVvra/0dKTWkX07PLh76KGHNG7cOA0aNMi6rHbt2rr//vt1+vRpjRkzRmvXrtX48eMv+LHasxYsWKBvvvlG69evL7cuNzdXkhQdHW2zPDo6Wrt27bJuExQUpPDw8HLbnK3Pzc1VVFRUuf1HRUXZbHN+n/DwcAUFBVm3qazXXntNEydOLLf8UF6eCktKKqwrLilR/vHjkqTAgMr/aKpa56la8rq31ld6OlNLXvfWktc7ezpTS1731vpKT2dqyeveWvJ6Z09naslrKzqk1O7yQD+j8KAyWSxScZnFZt3BI0c8ltfVtb7S05la8rq31ld6OlJ7/H/bVIbDg7uNGzeqYcOGdtc1btxYmzZtkiS1bNlS+fn5F9zXnj179Mgjjyg9PV3VqlWrcDuLxfZF1BhTbtn5zt/G3vZV2aYyhg8fruTkZOvjgoICJSUlKTI8/IIfuT07cY0MD1dQYGCl+1W1zlO15HVvra/0dKaWvO6tJa939nSmlrzurfWVns7Ukte9teT1zp7O1JLX1v5T/naXB/oZGSMdOO1fbnBXNyLCY3ldXesrPZ2pJa97a32lpyO1wQ4MBB0e3DVs2FBvvvmmevbsWW7d66+/bh3qHT58WJGRkRfcV1ZWlg4cOKC2bdtal5WWluqrr77SzJkztX37dklnroaLjY21bnPgwAHr1XExMTEqKipSXl6ezVV3Bw4cUIcOHazb7N+/v1z/gwcP2uxn7dq1Nuvz8vJUXFxc7kq8i4mNjbXJe+zYMUlSUGDgRX/ogQEBldrOVXWeqiWve2t9paczteR1by15vbOnM7XkdW+tr/R0ppa87q0lr3f2dKaWvL8qKqv4QowSY1FxmaXcNu76d5unan2lpzO15HVvra/0rGytI/v1czTAc889p48++kgJCQkaO3asnn/+eY0dO1YJCQlasmSJnnvuOUnS559/rqSkpAvuq2vXrtq0aZOys7Otf66//nrdc889ys7OVpMmTRQTE6Ply5dba4qKirRq1SrrUK5t27YKDAy02SYnJ0ebN2+2bpOYmKj8/HytW7fOus3atWuVn59vs83mzZtt7k2Xnp6u4OBgm8EiAAAAAAAAcCk4fMXdbbfdpnXr1um5557T4sWLlZOTo9jYWN1www1677331KZNG0nSq6++etF91axZUy1btrRZFhoaqjp16liXjx49WpMnT1Z8fLzi4+M1efJkVa9eXSkpKZKksLAwDRkyRGPHjlWdOnUUERGhcePGqVWrVtZvmW3evLl69uypoUOH6rXXXpMkDRs2TH369FFCQoIkqXv37mrRooVSU1M1depUHTlyROPGjdPQoUP5RlkAAAAAAABccg4P7iTp2muv1b/+9S9XZ7Hrscce06lTpzRixAjl5eWpXbt2Sk9PV82aNa3bTJs2TQEBARo4cKBOnTqlrl27avbs2fL3//VeBvPmzdOoUaOs3z6bnJysmTNnWtf7+/tr6dKlGjFihDp27KiQkBClpKTohRdeuCTPEwAAAAAAADhXlQZ37rRy5UqbxxaLRWlpaUpLS6uwplq1apoxY4ZmzJhR4TYRERGaO3fuBXs3aNBAn3zyiSNxAQAAAAAAALdw+B53AAAAAAAAANyPwR0AAAAAAADghRjcAQAAAAAAAF6oUoO7Rx99VHv27JEkffXVVyooKHBrKAAAAAAAAMDXVWpw9/LLLysnJ0eS1LlzZ23dutWtoQAAAAAAAABfV6nBXXR0tNauXStJMsbIYrG4NRQAAAAAAADg6yo1uLv33nv1yCOPyN/fXxaLRe3bt5e/v7/dPwEBAe7ODAAAAAAAAPzmVWrKNmXKFHXr1k1bt27Vo48+qpEjR6pBgwbuzgYAAAAAAAD4rEpfHte9e3d1795dH330kR588EFdddVV7swFAAAAAAAA+DSHP9f65ZdfWv/bGKOCggLVqFGD+94BAAAAAAAALlSpe9ydb9WqVerSpYtCQkJUu3ZthYSEqGvXrvr6669dnQ8AAAAAAADwSQ5fcbd8+XLdeuutatasmZ588knFxMQoJydH77//vrp27apPP/1U3bp1c0dWAAAAAAAAwGc4PLgbP368br31Vn344Yc2H4+dMGGC+vfvr/HjxzO4AwAAAAAAAJzk8EdlN23apAcffLDcPe0sFosefPBBffvtty4LBwAAAAAAAPgqhwd3NWrU0C+//GJ33d69e1WjRg2nQwEAAAAAAAC+zuHBXXJysp544gl99tlnNsvT09P19NNPq1+/fi4LBwAAAAAAAPgqh+9xN3XqVG3atEm9evVSrVq1FB0drf379+v48eO64YYbNHXqVHfkBAAAAAAAAHyKw4O78PBwZWZm6pNPPtHq1auVl5eniIgI/d///Z969+4tPz+HL+IDAAAAAAAAcB6HB3eS5Ofnp+TkZCUnJ7s6DwAAAAAAAABV4R53AAAAAAAAANyPwR0AAAAAAADghRjcAQAAAAAAAF6IwR0AAAAAAADghRwa3J0+fVojR47UunXr3JUHAAAAAAAAgBwc3FWrVk2zZs3SqVOn3JUHAAAAAAAAgKrwUdkOHTpo7dq17sgCAAAAAAAA4H8CHC145plndO+99yogIEC9evVSVFSULBaLzTYREREuCwgAAAAAAAD4IocHdx06dJAkjRs3Tn/84x/tblNaWupcKgAAAAAAAMDHOTy4e/vtt8tdYQcAAAAAAADAtRwe3A0ePNgNMQAAAAAAAACcy+EvpzgrLy9PX3/9tebPn6+8vDxJ0unTp1VWVuaycAAAAAAAAICvcnhwV1paqqeeekr169dXUlKSUlNTtXPnTknSgAED9Je//MXlIQEAAAAAAABf4/DgbsKECZo5c6amTp2qrVu3yhhjXZecnKwlS5a4NCAAAAAAAADgixwe3M2ePVuTJ0/Wgw8+qPj4eJt1TZs21U8//eTQ/v7+97+rdevWqlWrlmrVqqXExET9+9//tq43xigtLU1xcXEKCQlRp06dtGXLFpt9FBYWauTIkYqMjFRoaKiSk5O1d+9em23y8vKUmpqqsLAwhYWFKTU1VUePHrXZZvfu3erbt69CQ0MVGRmpUaNGqaioyKHnAwAAAAAAALiCw4O7w4cPq3nz5nbXlZWVqbi42KH91atXT88//7w2bNigDRs2qEuXLurXr591ODdlyhS99NJLmjlzptavX6+YmBjdcsstOn78uHUfo0eP1uLFi7VgwQKtXr1aBQUF6tOnj0pLS63bpKSkKDs7W8uWLdOyZcuUnZ2t1NRU6/rS0lL17t1bJ06c0OrVq7VgwQItWrRIY8eOdej5AAAAAAAAAK7g8LfKNmvWTMuXL1fXrl3Lrfvyyy/VsmVLh/bXt29fm8eTJk3S3//+d61Zs0YtWrTQ9OnT9fTTT2vAgAGSpHfeeUfR0dGaP3++hg8frvz8fL311luaM2eOunXrJkmaO3eu6tevrxUrVqhHjx7atm2bli1bpjVr1qhdu3aSpDfeeEOJiYnavn27EhISlJ6erq1bt2rPnj2Ki4uTJL344osaPHiwJk2apFq1ajl6qAAAAAAAAIAqc3hwN2bMGA0dOlSBgYG6/fbbJUl79+5VZmamXnnlFc2ePbvKYUpLS7Vw4UKdOHFCiYmJ2rlzp3Jzc9W9e3frNsHBwUpKSlJGRoaGDx+urKwsFRcX22wTFxenli1bKiMjQz169FBmZqbCwsKsQztJat++vcLCwpSRkaGEhARlZmaqZcuW1qGdJPXo0UOFhYXKyspS586dK/08cnJylJOTY31cUFAgSSoqLlbRBa5ILCouVnFJyQW3cWWdp2rJ695aX+npTC153VtLXu/s6Uwted1b6ys9naklr3tryeudPZ2pJa+tID9jd3mgn1GAxSjQznp3/LvNU7W+0tOZWvK6t9ZXejpS68i+HR7cDR48WEeOHFFaWpomT54sSerfv7+qV6+uZ599VgMHDnR0l9q0aZMSExN1+vRp1ahRQ4sXL1aLFi2UkZEhSYqOjrbZPjo6Wrt27ZIk5ebmKigoSOHh4eW2yc3NtW4TFRVVrm9UVJTNNuf3CQ8PV1BQkHWbynrttdc0ceLEcssP5eWpsKSkwrrikhLl/+8jwIEBlf/RVLXOU7XkdW+tr/R0ppa87q0lr3f2dKaWvO6t9ZWeztSS17215PXOns7UktdWdEip3eWBfkbhQWWyWKTiMovNuoNHjngsr6trfaWnM7XkdW+tr/R0pPbc279djMODO0l69NFHNWzYMP3nP//R4cOHFRERoQ4dOlT546QJCQnKzs7W0aNHtWjRIg0aNEirVq2yrrdYbF9EjTHllp3v/G3sbV+VbSpj+PDhSk5Otj4uKChQUlKSIsPDL3iMzk5cI8PDFRQYWOl+Va3zVC153VvrKz2dqSWve2vJ6509naklr3trfaWnM7XkdW8teb2zpzO15LW1/5S/3eWBfkbGSAdO+5cb3NWNiPBYXlfX+kpPZ2rJ695aX+npSG2wAwPBKg3uJKlGjRrq0aNHVcttBAUF6corr5QkXX/99Vq/fr1efvllPf7445LOXA0XGxtr3f7AgQPWq+NiYmJUVFSkvLw8m6vuDhw4oA4dOli32b9/f7m+Bw8etNnP2rVrbdbn5eWpuLi43JV4FxMbG2uT99ixY2eeZ2DgRX/ogQEBldrOVXWeqiWve2t9paczteR1by15vbOnM7XkdW+tr/R0ppa87q0lr3f2dKaWvL8qKqv4QowSY1FxmaXcNu76d5unan2lpzO15HVvra/0rGytI/t1+FtlJenQoUMaP368unXrpquvvlrdunXT+PHjdfDgwarsrhxjjAoLC9W4cWPFxMRo+fLl1nVFRUVatWqVdSjXtm1bBQYG2myTk5OjzZs3W7dJTExUfn6+1q1bZ91m7dq1ys/Pt9lm8+bNNvemS09PV3BwsNq2beuS5wUAAAAAAABUlsNX3K1du1Y9e/ZUaWmpunTpoo4dO+rAgQN65ZVXNGPGDKWnp9t8CcTFPPXUU+rVq5fq16+v48ePa8GCBVq5cqWWLVsmi8Wi0aNHa/LkyYqPj1d8fLwmT56s6tWrKyUlRZIUFhamIUOGaOzYsapTp44iIiI0btw4tWrVyvots82bN1fPnj01dOhQvfbaa5KkYcOGqU+fPkpISJAkde/eXS1atFBqaqqmTp2qI0eOaNy4cRo6dCjfKAsAAAAAAIBLzuHB3UMPPaSrr75aS5cuVVhYmHV5fn6+evXqpYcffljr16+v9P7279+v1NRU5eTkKCwsTK1bt9ayZct0yy23SJIee+wxnTp1SiNGjFBeXp7atWun9PR01axZ07qPadOmKSAgQAMHDtSpU6fUtWtXzZ49W/7+v97LYN68eRo1apT122eTk5M1c+ZM63p/f38tXbpUI0aMUMeOHRUSEqKUlBS98MILjh4iAAAAAAAAwGkOD+62bNmihQsX2gztpDNXvj3xxBO68847HdrfW2+9dcH1FotFaWlpSktLq3CbatWqacaMGZoxY0aF20RERGju3LkX7NWgQQN98sknF9wGAAAAAAAAuBQcvsfdlVdeqaNHj9pdl5+fryZNmjibCQAAAAAAAPB5Dg/upk6dqgkTJmjVqlU2y1euXKm0tDQ+WgoAAAAAAAC4QKU+KtuqVStZLL9+PXZ+fr66dOmisLAw1a1bVwcPHlR+fr7Cw8P1+OOPq1evXm4LDAAAAAAAAPiCSg3u2rZtazO4a9u2rdsCAQAAAAAAAKjk4G727NlujgEAAAAAAADgXA7f4w4AAAAAAACA+1XqirvzrVmzRgsXLtSePXt0+vRpm3UWi0UfffSRS8IBAAAAAAAAvsrhwd3LL7+sMWPGKCoqSk2bNlVQUJA7cgEAAAAAfmMaPbG03LIgP6PokFLtP+WvojJLufU/P9/7UkQDAK/k8ODuhRde0MMPP6zp06fLz49P2gIAAAAAAADu4PDk7eTJk+rXrx9DOwAAAAAAAMCNHJ6+DRw4UP/+97/dkQUAAAAAAADA/zj8Udnp06dryJAhSklJUbdu3VS7du1y2wwYMMAV2QAAAAAAAACf5fDgbuvWrVq9erV2796tBQsWlFtvsVhUWlrqknAAAAAAAACAr3J4cDdkyBDVqlVLS5YsUbNmzfhWWQAAAAAAAMANHB7cfffdd/rggw/Us2dPd+QBAAAAAAAAoCp8OUXr1q114MABd2QBAAAAAAAA8D8OD+7+9re/adq0aVq+fLlKSkrckQkAAAAAAADweQ5/VDYpKUnFxcXq2bOn/Pz8FBISYrPeYrEoPz/fZQEBAAAAAAAAX+Tw4G7s2LGyWCzuyAIAAAAAAADgfxwe3KWlpbkhBgAAAAAAAIBzOXyPOwAAAAAAAADu5/AVd126dLnoNl988UWVwgAAAAAAAAA4w+HBXfXq1cvd4+7IkSP69ttvVbt2bV177bUuCwcAAAAAAAD4KocHd5988ond5QcOHFBycrJSU1OdDgUAAAAAAAD4Opfd4y4qKkqPP/64xo8f76pdAgAAAAAAAD7LpV9OUVZWppycHFfuEgAAAAAAAPBJDn9U9ptvvim3rKioSNu2bdPEiRN14403uiQYAAAAAAAA4MscHtxdf/315b6cwhgjSWrXrp3eeOMN1yQDAAAAAAAAfJjDg7svv/yy3LJq1aqpXr16uuKKK1wSCgAAAACAsxo9sdTu8iA/o+iQUu0/5a+iMku59T8/39vd0QDArRwe3CUlJbkjBwAAAAAAAIBzuPTLKQAAAAAAAAC4RqWuuKtZs2a5+9pVxGKxKD8/36lQAAAAAAAAgK+r1OBu7NixFx3crV69Wp9//nmlB3wAAAAAAAAAKlapj8qmpaVpwoQJdv9069bNOrRr3bq1Fi5c6FCA5557TjfccINq1qypqKgo9e/fX9u3b7fZxhijtLQ0xcXFKSQkRJ06ddKWLVtstiksLNTIkSMVGRmp0NBQJScna+/evTbb5OXlKTU1VWFhYQoLC1NqaqqOHj1qs83u3bvVt29fhYaGKjIyUqNGjVJRUZFDzwkAAAAAAABwVpXvcff111+rW7duuvnmm3X48GF98MEHys7O1oABAxzaz6pVq/TQQw9pzZo1Wr58uUpKStS9e3edOHHCus2UKVP00ksvaebMmVq/fr1iYmJ0yy236Pjx49ZtRo8ercWLF2vBggVavXq1CgoK1KdPH5WWllq3SUlJUXZ2tpYtW6Zly5YpOztbqamp1vWlpaXq3bu3Tpw4odWrV2vBggVatGiRxo4dW9XDBAAAAAAAAFSJw98q+9VXXyktLU0rV67Uddddp8WLFys5ObnKAZYtW2bzeNasWYqKilJWVpZuvvlmGWM0ffp0Pf3009ah4DvvvKPo6GjNnz9fw4cPV35+vt566y3NmTNH3bp1kyTNnTtX9evX14oVK9SjRw9t27ZNy5Yt05o1a9SuXTtJ0htvvKHExERt375dCQkJSk9P19atW7Vnzx7FxcVJkl588UUNHjxYkyZNUq1atSr1nHJycpSTk2N9XFBQIEkqKi5WUXFxhXVFxcUqLim54DaurPNULXndW+srPZ2pJa97a8nrnT2dqSWve2t9paczteR1by15vbOnM7XenDfIz5RbFuhnFGAxCrSz7ux+7dW5s9Yd/27zVK2v9HSmlrzurfWVno7UOrLvSg/uVq5cqYkTJ2rVqlW64YYbtGTJEvXu3bvSjSrr7BdbRERESJJ27typ3Nxcde/e3bpNcHCwkpKSlJGRoeHDhysrK0vFxcU228TFxally5bKyMhQjx49lJmZqbCwMOvQTpLat2+vsLAwZWRkKCEhQZmZmWrZsqV1aCdJPXr0UGFhobKystS5c+dKPYfXXntNEydOLLf8UF6eCktKKqwrLilR/v+uIgwMqPxMtap1nqolr3trfaWnM7XkdW8teb2zpzO15HVvra/0dKaWvO6tJa939nSm1pvzRoeUllsW6GcUHlQmi0UqLit/z/SDR47YrXNn7cEjR+zWSN59fH25pzO15HVvra/0dKT23E+QXkylEnTq1Elff/212rVrp08//VQ9e/asdANHGGP06KOP6v/+7//UsmVLSVJubq4kKTo62mbb6Oho7dq1y7pNUFCQwsPDy21ztj43N1dRUVHlekZFRdlsc36f8PBwBQUFWbepjOHDh9tchVhQUKCkpCRFhodf8Kq9sxPXyPBwBQUGVrpfVes8VUte99b6Sk9nasnr3lryemdPZ2rJ695aX+npTC153VtLXu/s6UytN+fdf8q/3LJAPyNjpAOn/e0O3+pGRNitc2dt3f9dSGKPNx9fX+7pTC153VvrKz0dqQ12YCBYqS2/+uorSdKmTZs0cODAC25rsVisV8056uGHH9a3336r1atX293vuYwxF/0G2/O3sbd9Vba5mNjYWMXGxlofHzt2TJIUFBh40R96YEBApbZzVZ2nasnr3lpf6elMLXndW0te7+zpTC153VvrKz2dqSWve2vJ6509nan11rxFdoZrklRiLCous9hdHxQYWGGdu2rd9e82T9X6Sk9nasnr3lpf6VnZWkf2W6nB3YQJEyq9w6oaOXKkPv74Y3311VeqV6+edXlMTIykM1fDnTsMO3DggPXquJiYGBUVFSkvL8/mqrsDBw6oQ4cO1m32799fru/Bgwdt9rN27Vqb9Xl5eSouLi53JR4AAAAAAADgTh4f3BljNHLkSC1evFgrV65U48aNbdY3btxYMTExWr58ua699lpJUlFRkVatWqW//vWvkqS2bdsqMDBQy5cvt14RmJOTo82bN2vKlCmSpMTEROXn52vdunW68cYbJUlr165Vfn6+dbiXmJioSZMmKScnxzokTE9PV3BwsNq2beu2YwAAAAAAAACcz+FvlXW1hx56SPPnz9dHH32kmjVrWu8lFxYWppCQEFksFo0ePVqTJ09WfHy84uPjNXnyZFWvXl0pKSnWbYcMGaKxY8eqTp06ioiI0Lhx49SqVSvrt8w2b95cPXv21NChQ/Xaa69JkoYNG6Y+ffooISFBktS9e3e1aNFCqampmjp1qo4cOaJx48Zp6NChlf5GWQAAAAAAAMAVPD64+/vf/y7pzBdgnGvWrFkaPHiwJOmxxx7TqVOnNGLECOXl5aldu3ZKT09XzZo1rdtPmzZNAQEBGjhwoE6dOqWuXbtq9uzZ8vf/9Uak8+bN06hRo6zfPpucnKyZM2da1/v7+2vp0qUaMWKEOnbsqJCQEKWkpOiFF15w07MHAAAAAAAA7PP44M4Yc9FtLBaL0tLSlJaWVuE21apV04wZMzRjxowKt4mIiNDcuXMv2KtBgwb65JNPLpoJAAAAAAAAcCc/TwcAAAAAAAAAUB6DOwAAAAAAAMALMbgDAAAAAAAAvBCDOwAAAAAAAMALMbgDAAAAAAAAvJDHv1UWAAAAAACgsho9sdTu8iA/o+iQUu0/5a+iMovNup+f730pogEux+AOAAAAAAAvwVAKwLkY3AEAAAAAKo3BEgBcOtzjDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCAZ4OAAAAAADeotETS8stC/Izig4p1f5T/ioqs5Rb//PzvS9FNACAD+KKOwAAAAAAAMALMbgDAAAAAAAAvBCDOwAAAAAAAMALcY87AAAAAADs4J6HADyNK+4AAAAAAAAAL8TgDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCDO4AAAAAAAAAL8TgDgAAAAAAAPBCHh/cffXVV+rbt6/i4uJksVj04Ycf2qw3xigtLU1xcXEKCQlRp06dtGXLFpttCgsLNXLkSEVGRio0NFTJycnau3evzTZ5eXlKTU1VWFiYwsLClJqaqqNHj9pss3v3bvXt21ehoaGKjIzUqFGjVFRU5I6nDQAAAAAAAFyQxwd3J06c0DXXXKOZM2faXT9lyhS99NJLmjlzptavX6+YmBjdcsstOn78uHWb0aNHa/HixVqwYIFWr16tgoIC9enTR6WlpdZtUlJSlJ2drWXLlmnZsmXKzs5WamqqdX1paal69+6tEydOaPXq1VqwYIEWLVqksWPHuu/JAwAAAAAAABUI8HSAXr16qVevXnbXGWM0ffp0Pf300xowYIAk6Z133lF0dLTmz5+v4cOHKz8/X2+99ZbmzJmjbt26SZLmzp2r+vXra8WKFerRo4e2bdumZcuWac2aNWrXrp0k6Y033lBiYqK2b9+uhIQEpaena+vWrdqzZ4/i4uIkSS+++KIGDx6sSZMmqVatWpfgaAAAAAAAAABneHxwdyE7d+5Ubm6uunfvbl0WHByspKQkZWRkaPjw4crKylJxcbHNNnFxcWrZsqUyMjLUo0cPZWZmKiwszDq0k6T27dsrLCxMGRkZSkhIUGZmplq2bGkd2klSjx49VFhYqKysLHXu3LnSuXNycpSTk2N9XFBQIEkqKi5WUXFxhXVFxcUqLim54DaurPNULXndW+srPZ2pJa97a8nrnT2dqSWve2t9paczteR1by15bQX5mXLLAv2MAixGgXbWnd2vp/J6oqe9YyRd+Did3V9Vj29VejpT62zeirj7+Fa1p6trvfkc9EReV9eS1zt7OlLryL69enCXm5srSYqOjrZZHh0drV27dlm3CQoKUnh4eLltztbn5uYqKiqq3P6joqJstjm/T3h4uIKCgqzbVNZrr72miRMnllt+KC9PhSUlFdYVl5Qo/38fAQ4MqPyPpqp1nqolr3trfaWnM7XkdW8teb2zpzO15HVvra/0dKaWvO6tJa+t6JDScssC/YzCg8pksUjFZZZy6w8eOeKxvJ7oae8YSRc+TmePUVWPb1V6OlPrbN6KuPv4VrWnq2u9+Rz0RF5X15LXO3s6Unvu7d8uxqsHd2dZLLZ/4Ywx5Zad7/xt7G1flW0qY/jw4UpOTrY+LigoUFJSkiLDwy/4kduzE9fI8HAFBQZWul9V6zxVS1731vpKT2dqyeveWvJ6Z09nasnr3lpf6elMLXndW0teW/tP+ZdbFuhnZIx04LS/3UFN3YgIj+Wtal3LCZ/ZXR7oZxRVrbTC57p5Yg+7x+hsbUXH6ewxqurxrUpPZ2qdzVuRqp6Dlc1b1Z6urvXE31Pp8jpGztSS1zt7OlIb7MBA0KsHdzExMZLOXA0XGxtrXX7gwAHr1XExMTEqKipSXl6ezVV3Bw4cUIcOHazb7N+/v9z+Dx48aLOftWvX2qzPy8tTcXFxuSvxLiY2NtYm77FjxyRJQYGBF/2hBwYEVGo7V9V5qpa87q31lZ7O1JLXvbXk9c6eztSS1721vtLTmVryureWvL8qsjOIkaQSY1FxmcXuenf9ju9MbVWfp3Tx51qV2rM5qnp8L7e8jZ5YarcuyM8oOqRU+0/5l6v9+fneF+xZmbwV8cZz0Jna38oxcqaWvN7Zs7K1juzX498qeyGNGzdWTEyMli9fbl1WVFSkVatWWYdybdu2VWBgoM02OTk52rx5s3WbxMRE5efna926ddZt1q5dq/z8fJttNm/ebHNvuvT0dAUHB6tt27ZufZ4AAAAAAADA+Tx+xV1BQYF+/PFH6+OdO3cqOztbERERatCggUaPHq3JkycrPj5e8fHxmjx5sqpXr66UlBRJUlhYmIYMGaKxY8eqTp06ioiI0Lhx49SqVSvrt8w2b95cPXv21NChQ/Xaa69JkoYNG6Y+ffooISFBktS9e3e1aNFCqampmjp1qo4cOaJx48Zp6NChfKMsAAAAAAAALjmPD+42bNhg842tjz76qCRp0KBBmj17th577DGdOnVKI0aMUF5entq1a6f09HTVrFnTWjNt2jQFBARo4MCBOnXqlLp27arZs2fL3//Xz73PmzdPo0aNsn77bHJysmbOnGld7+/vr6VLl2rEiBHq2LGjQkJClJKSohdeeMHdhwAAAAAAAAAox+ODu06dOskY+1/lLJ35woi0tDSlpaVVuE21atU0Y8YMzZgxo8JtIiIiNHfu3AtmadCggT755JOLZgYAAAAAwNvYu7fehe6rJ/16bz0A3smr73EHAAAAAAAA+CoGdwAAAAAAAIAXYnAHAAAAAAAAeCEGdwAAAAAAAIAXYnAHAAAAAAAAeCEGdwAAAAAAAIAXCvB0AAAAAAAA4FsaPbHU7vIgP6PokFLtP+WvojJLufU/P9/b3dEAr8IVdwAAAAAAAIAXYnAHAAAAAAAAeCEGdwAAAAAAAIAXYnAHAAAAAAAAeCEGdwAAAAAAAIAXYnAHAAAAAAAAeCEGdwAAAAAAAIAXCvB0AAAAAABA1TR6Ymm5ZUF+RtEhpdp/yl9FZZZy639+vveliAYAcAGuuAMAAAAAAAC8EIM7AAAAAAAAwAvxUVkAAAAA8CB7H3eVLvyRVz7uCgC+gSvuAAAAAAAAAC/E4A4AAAAAAADwQgzuAAAAAAAAAC/E4A4AAAAAAADwQgzuAAAAAAAAAC/Et8oCAAAAAIAqsfetyBf6RmSJb0UGHMEVdwAAAAAAAIAX4oo7AAAAAAB8mL2r5qQLXznHVXPApcEVdwAAAAAAAIAXYnAHAAAAAAAAeCE+KgsAAAAALsBN+gEArsYVdwAAAAAAAIAXYnAHAAAAAAAAeCEGdwAAAAAAAIAX4h53AAAAAADAJ3jiXpT2el6sL/e/xFkM7uz429/+pqlTpyonJ0dXX321pk+frptuusnTsQAAwGWOG9e7T1X+USRxfAEAgHdjcHee9957T6NHj9bf/vY3dezYUa+99pp69eqlrVu3qkGDBp6OB8BB/CP5t4f/x/K3xxM/U4Y8OJcvva5cbu+LVc3rSz9TAMBvG4O787z00ksaMmSIHnjgAUnS9OnT9dlnn+nvf/+7nnvuuUrtIycnRzk5OdbHx48flyQdPnJERcXFFdYVFRfryNGjshijoMDASmeuap2nasn728tb2bp2kz8vtyzQz6hucKkOFvqr2M4v32uf6mq37mK1a5/qKknyLz5Rrs7Pz0h+pfIr9pe/nZ6HDh+u8Dl48/H1llp397T3M5Uu/HN19mfqzDl4Kc/7c/vaw8/UuZ7u6uuJ1yR3v24707eqPZ35mV4uryuS88fXW85Bd+d15mfqzDG6nPJ66u8MeavW83LL+1v8mTrzuu2J9xlvqvWVno7Unp0TGWMuuk+LqcxWPqKoqEjVq1fXwoULddttt1mXP/LII8rOztaqVasqtZ+0tDRNnDjRXTEBAAAAAABwmduzZ4/q1at3wW244u4chw4dUmlpqaKjo22WR0dHKzc3t9L7GT58uJKTk62Py8rK5Ofnp6ZNm8piKT+BPys7O1tJSUlatWqV2rRpU+l+Va3zVC15f3t5OUbk9XTPyy0vx4i8vtiTvN5bS17v7Ele760lr3f2JK/31vpKT0dqjTE6fvy44uLiLrpPBnd2nD9cM8ZccOB2vtjYWMXGxjrct0aNGtb/rVWrltvrPFVLXvfW+kpPZ2rJ695a8npnT2dqyeveWl/p6Uwted1bS17v7OlMLXndW0te7+zpTC153VvrKz0drQ0LC6vUPv0cSvAbFxkZKX9//3JX1x04cKDcVXgAAAAAAACAOzG4O0dQUJDatm2r5cuX2yxfvny5OnTo4KFUAAAAAAAA8EV8VPY8jz76qFJTU3X99dcrMTFRr7/+unbv3q0//OEPbu8dGxurCRMmOPwx26rWeaqWvO6t9ZWeztSS17215PXOns7Ukte9tb7S05la8rq3lrze2dOZWvK6t5a83tnTmVryurfWV3o6W1sRvlXWjr/97W+aMmWKcnJy1LJlS02bNk0333yzp2MBAAAAAADAhzC4AwAAAAAAALwQ97gDAAAAAAAAvBCDOwAAAAAAAMALMbgDAAAAAAAAvBCDOwAAAAAAAMALMbgDAAAAAAAAvBCDOwAAAAAAAMALMbgDAAAAAAAAvBCDOwAAAAAAAMALMbgDAAAAAAAAvBCDOwAAAAAAAMALBXg6AAAAAADAt/zwww/KyMhQbm6uLBaLoqOj1aFDB8XHx1d5nydOnFBWVpZuvvlmFyY9o7S0VP7+/tbHa9euVWFhoRITExUYGOjQvu6//35NmjRJcXFxDtXl5eXpxx9/VGxsrOrVq1epmqNHj2rhwoXavXu3GjZsqDvuuENhYWF2t83KylLbtm0dynTWgQMHtGXLFrVt21a1atXS/v379c4776isrEy9e/dWq1atLli/Y8cOrV69Wjk5OfL391fjxo11yy23qFatWhft7epzyZ3nkeS6c+lSnkdS5c8lZ84jyblzyZvOI8l155LFGGOc2gOcwhvAxf1W/uLyBmDf5fAGIFX9XPLmNwB7PP2a5O7zSOKX0rN4TSqP97aq4TWpvN/6axLnEa9J53L0PMrPz9d9992nJUuWKCwsTFFRUTLG6ODBgzp27Jj69u2rf/7zn5V6TTvfxo0bdd1116m0tLTcuuLiYj399NP64IMPFBERoQcffFD333+/df3+/fsVFxdXrjYnJ0d33HGH1qxZo44dO+rDDz9UamqqPv30U0lSfHy8Vq5cqdjY2HI9v/32W7s5r7/+ev3rX/9SkyZNJEmtW7cut81TTz2l8ePHq3r16iouLtZDDz2kt956S8YYWSwW9evXT/Pnz1e1atVs6m6//XalpKRowIAB2rp1q5KSkmSxWNSkSRP9/PPPslgs+uKLL9S8efNyPf38/NS4cWMNGTJEgwYN0hVXXGE3//lWrlypPn366OTJk4qJidGyZcvUu3dvhYSEyM/PTz///LM+/vhjde/evVztiRMnNHjwYC1atEiSZLFYFBUVpYMHDyokJETPP/+8HnroIbt93XUuueM8kqp+LnniPJKqfi5V9TySqn4ueeN5JF34XHKIgUfs27fPdOzY0fj7+5ubb77ZHDlyxPTu3dtYLBZjsVhMs2bNzL59++zWbty40e6fwMBAs3jxYutje5588klz4sQJY4wxRUVFZujQocbPz89YLBbj5+dnbrvtNnPq1Klydb/73e/MokWLjDHGbNmyxURGRpq6deuadu3amejoaBMTE2O2bt1qt6fFYjFNmjQxkyZNMnv37nXoOH355ZcmNDTUWCwWExsbazZu3Gjq1atn4uPjTUJCggkODjafffZZubqCggJz++23W4+nn5+fiYmJMf7+/qZGjRpm5syZFfY8evSoSU5ONhaLxdSuXds0a9bMxMfHm9q1axs/Pz/Tr18/k5+f79DzMMaY7Oxs4+fnZ3ddUVGR+eMf/2iaNm1qbrjhBvP222/brM/Nza2wtqrnkifOI2Oqfi554jwypurnkrvOI2Pccy554jXJE+eRMVU/lzxxHhnDaxLvbb/yxvPImIrPJU+cR8bwmsR726/4fbtyLvVrUmpqqmnVqpVZs2ZNuXVr1qwxrVu3Nvfdd59Dz+GsC51HEyZMMNHR0Wbq1Knm6aefNmFhYWbYsGHW9bm5ucZisdjN26FDB/Pxxx+bO++803To0MHcdNNNZu/evWb37t3mpptuMg899JDdnmePy9ljdO6fc88Je/z8/Mz+/fuNMcZMmjTJ1K1b1yxatMj88ssvZsmSJeaKK64wzzzzTLm6yMhI8/333xtjjOnVq5dJSUkxhYWFxpgz5+OQIUNM9+7dK8w7dOhQEx0dbQICAkzv3r3N4sWLTUlJid3tz+rYsaN56KGHzPHjx83UqVNNvXr1bI7JuHHjTIcOHezWDhs2zHTs2NFkZ2eb7777zvzud78zjz32mDlx4oR56623TPXq1c28efPs1rrrXHLHeXQ2b1XOJU+cR8ZU/Vyq6nlkTNXPJW88j4y58LnkCAZ3HsIbgO/9xeUN4IzL6Q3AmKqfS/xSevFzyRPn0dm8/FLKa5IxvLed5a7XJE+cR8bwmnQW7238vu2tr0lhYWF2z6GzMjMzTVhYmN114eHhF/xTq1atCn8uV155pVmyZIn18Y8//mji4+PN4MGDTVlZWYUD4NjYWJOZmWmMMebw4cPGYrGYFStWWNd/8cUXpkmTJnZ7XnPNNaZ3795m27Zt5ueffzY///yz2blzpwkICDDLly+3LrPHYrFYz6M2bdqYt956y2b9e++9Z5o3b16uLiQkxPz444/W7N98843N+u3bt1d4fM/2LC4uNu+//7659dZbjb+/v4mOjjaPPfaY+e677+zW1apVy9qzuLjYBAQEmP/+97/W9d9//32FPSMjI82GDRusj48cOWKqVatmHX7PnDnTtGnTxm5tVc8lT5xHxlT9XPLEeWRM1c+lqp5HxlT9XPLEeWSMc+eSIxjceQhvAL+9v7i8Afzqt/IGYEzVzyV+Kb34ueSJ8+jcvvxSymsS722/csdrkifOI2N4TTqL9zZ+3/bW16SwsDCzdu3aCvOsWbOmwudZvXp1M3bsWDN79my7fyZOnFjheRQSEmJ27txps+yXX34xCQkJ5p577jG//PKL3dpq1aqZ3bt3Wx+HhoaaH374wfp4165dJiQkxG7PwsJC88gjj5gWLVrY/DwDAgLMli1bKjoExpgzP9MDBw4YY4ypU6eO2bRpk836nTt3murVq5era9eunXn99deNMcZce+21ZvHixTbr09PTTUxMTIU9z567Z+3du9c888wzpkmTJsbPz8/cdNNN5eoiIyPN5s2bjTHGnDhxwvj5+Vn/7hlz5grWyMhIuz1r165tHVgbc2ZIHRAQYH3u33//valWrZrd2qqeS544j4yp+rnkifPImKqfS1U9j4yp+rnkifPIGOfOJUcwuPMQ3gB+e39xeQP41W/lDcCYqp9L/FJ68XPJE+fR2b78UsprkjG8t53LHa9JnjiPjOE16Sze2/h921tfk+69917TunVrs379+nLr1q9fb9q0aWNSU1PtZu3QoYOZPn263XXGXPjKzcaNG9sMbs/65ZdfTLNmzUy3bt3s1jZo0MDmvH/88cfN4cOHbXpW9HftrE8//dTUq1fPTJ482ZSWllb6PJo0aZJ5+eWXTVxcnPnqq6/KPdfw8PBydZ988omJiIgws2bNMrNmzTKNGjUyb775pvnPf/5j3n77bVO/fn3zxz/+0W7Pc68WtWfFihUmJSWl3PJ+/fqZPn36mNWrV5thw4aZ66+/3vTu3dsUFBSYEydOmNtvv9307NnT7j5vueUWmys8p06damJjY62Pv/nmmwqPb1XPJU+cR8Y4fy5dyvPImKqfS1U9j4yp+rnkifPIGOfOJUcwuPMQ3gB+9Vv5i8sbgO1z/S28ARhT9XOJX0ovfi554jwyhl9Kz+I1ife2s9z1muTJ88gYXpN4b+P37XN502tSXl6e6dmzp7FYLCY8PNwkJCSYq666yoSHhxs/Pz/Tq1cvk5eXZzfrpEmTTFpaWoXPc/fu3Wbw4MF21w0ZMsT8/ve/t7tu79695sorr7R7HiUnJ1/w3J05c6bp0qVLhevPys3NNb169TL/93//V6nzqGHDhqZRo0bWP+dnmDZtmmnfvr3d2vfff9/Uq1ev3Me9q1WrZkaPHl3hR6jtDYAr4/vvvzdXXnmlsVgs5uqrrza//PKLSU5ONgEBASYgIMDUrVvXZGVl2a3NysoyERERJiYmxjRo0MAEBQWZd99917p+5syZFX4Ev6rnkifOI2Nccy5dyvPImKqdS1U9j4yp+rnkifPIGOfOJUcwuPMQ3gAq53L6i8sbwK9+K28AxlT9XOKX0oufS544j4zhl9KzeE06g/c2970mefo8MobXJN7b+H27MjzxmmSMMVu3bjVvv/22mTx5spk8ebJ5++23zbZt26r0HCrj559/NsuWLatw/b59+8zs2bMd3u+6devKXVV5IS+//LLp37+/2bNnj8O9zpWZmVnu49TnKikpMWvXrjULFiww8+fPN19++aU5duzYBfe5cuVKU1xcXOVMhw4dsnm8YsUKs2TJknLLz7dv3z7z+uuvmxkzZlz075c927Ztu2TnkrvOI2McO5cu1XlkzJlzad26dZU+l5w9j4yp2rl0OZ1HjrIYY4xz30sLd1i/fr1CQkLUsmXLSm3/yiuv6Msvv9SMGTMq/RXz9qxZs0bBwcG69tpr7a4vLS3VN998ox07dqisrEyxsbFq27atatasWeE+V61apY4dOyogIKDKuQ4fPqw6depYH3/++ec6deqUEhMTbZafKycnR5988okKCwvVpUsXtWjRwqGe3333nTIzM5WbmytJiomJUWJioq666qoqP4+K7Nq1S99995169Ohhd31OTo7S09M1aNAgh/ftyLl0qc4jyfFzyVPnkeTcuXQpzyPJfeeSJ16T3HEeSc6fS544jyRek3hvO8PZ82jbtm1as2aNT51HEq9J9jhzLl3K80j6bb23SZV7TcrKytLOnTt/869JAICLY3AHAAAAALhkjDFasWKFMjIylJubK4vFoujoaHXs2FFdu3aVxWLxqtrfSt4OHTqoW7duv6ljdCF5eXlasmSJ7rvvvktS56la8rqmrqysTH5+fnaX7927Vw0aNHBLbWUwuPMyXbp00axZs9SwYcPLotZX8mZnZ+uHH35QbGysOnbsWOk3j6rWeaqWvK6rLSwslJ+fnwIDAyVJP/30k95++23t3r1bDRs21JAhQ9S4cWO7+/dEra/0vBzzLlq0SL169VL16tXtrq9IVes8VesrPZ2pdaanJG3cuFHffPONOnXqpMaNG2vLli169dVXVVZWpttuu63Cq5mcqfVET/I61rNz585q1KiRQ7VffPGFVq9erZycHPn7+6tx48ZKTk5WfHx8hTWerHVlzyZNmqhv376XTV5vPL6//PKL+vTpo02bNqlly5aKjo6WMUYHDhzQ5s2bdc011+jjjz/WFVdc4RW15PXOnpWxceNGXXfddSotLb0kdZ6qJa9zdceOHdMDDzygJUuWqFatWvrDH/6gP//5z/L395ck7d+/X3FxcS6vdcil+kwubH300Ud2//j7+5uZM2daH3tLrS/lvfvuu62f2T9+/Ljp3r27sVgsJigoyFgsFnP99dfbvX9LVes8VUte99Z27tzZLFq0yBhjzOrVq01wcLBp3bq1ufPOO821115rqlevbjIyMuz29EStr/S8HPNaLBZTs2ZNM3ToULNmzRq727iyzlO1vtLTU3nff/994+/vb+rUqWNq1qxpVqxYYWrXrm26detmevToYfz9/c28efNcWuuJnuR1b8/9+/ebG2+80VgsFuPv72/8/PxM27ZtTUxMjPH396/wixM8VUte78ybnJxsunTpYvbt21du3b59+0yXLl1Mv379vKaWvN7Z0xhj8vPzL/jn66+/tnv/y6rWeaqWvO7tOWrUKNOsWTOzcOFC88Ybb5iGDRua3r17m8LCQmPMmfucWiwWl9c6gsGdh1gslnI3nT3/T0UnlidqfSnvud/KNW7cONO4cWPrDXk3bdpkmjdvbsaMGeOyOk/Vkte9tbVr1zY//vijMcaYpKSkctuMHz/edOzY0W5PT9T6Ss/LMa/FYjHPPPOMufbaa603Dp82bdpFb/Rc1TpP1fpKT0/lve6668yzzz5rjDHm3XffNbVr1zbPPPOMdf0LL7xg2rRp49JaT/Qkr3t73nnnnaZ///4mLy/PnDx50jz00EPWLx/4/PPPTZ06dSr8MghP1JLXO/OGhoaa7Oxsu1mMOfNttKGhoXbXeaKWvN7Z05hf/81X0Z+L/VvR0TpP1ZLXvT0bNGhgvvzyS+vjQ4cOmXbt2pnu3bub06dPm9zcXLfUOoLBnYf07NnT9O7du9y3P1Xmm6o8UetLeS2WX7+V6+qrrzbvvfeezfqlS5ea+Ph4l9V5qpa87q0NDQ21fgtRdHR0uV9IfvzxR1OjRg27PT1R6ys9L8e8556DGzZsMA8++KCpXbu2CQ4ONnfccYdJT093aZ2nan2lp6fyhoaGmp07dxpjjCkrKzOBgYHm22+/ta7/6aefLnj+VqXWEz3J696etWrVMps3b7Y+LigoMIGBgSY/P98YY8ycOXNMQkKC3Z6eqCWvd+aNjIw0X3zxhd0sxpwZ+kVGRtpd54la8npnT2POnIN//etfzcqVK+3+eeONN+wOTapa56la8rq3Z/Xq1c2OHTtslh07dswkJiaaLl26mB07dril1hEM7jzopZdeMg0aNDBLliyxLqvMYMlTtb6S12KxmAMHDhhjzryRnL/9zz//bKpVq+ayOk/Vkte9tV26dDFTpkwxxhjToUMH884779isf//9902DBg3s9vREra/0vBzznjusOevUqVPmn//8p+nUqZPx8/MzDRs2dFmdp2p9paen8sbExJgNGzYYY4w5cuSIsVgsNv8P8bp160xMTIxLaz3Rk7zu7Vm3bl2b98GTJ08aPz8/c/jwYWPMmYFfcHCw3Z6eqCWvd+Z9+OGHTf369c3ChQvN0aNHrcuPHj1qFi5caBo0aGBGjRplN6snasnrnT2NMaZTp07mr3/9q911xhiTnZ1tLJbyH1Osap2nasnr3p4JCQlm6dKl5ZYfP37cJCYmmmuuuabC4ZsztY5gcOdh2dnZpkWLFmbYsGHmxIkTlR5mearWF/JaLBYzfPhwM2bMGBMVFWU+//xzm/UbNmyw+//6VLXOU7XkdW9tRkaGCQsLMxMmTDAzZswwkZGRZvz48WbevHnmz3/+s6ldu3aFby6eqPWVnpdj3nM/rm3PDz/8YJ566imX1Xmq1ld6eirvvffea9q1a2fmzp1r+vbta3r27Gnat29vtm3bZr777juTlJRkbr/9dpfWeqIned3b87bbbjO/+93vTEFBgSkqKjKjR482V155pXX9mjVrKhwWeqKWvN6Zt7Cw0PzhD38wQUFBxs/Pz1SrVs1Uq1bN+Pn5maCgIPPggw9a7w/lDbXk9c6exhjz+uuvm5dfftnuOmPO3F8sLS3NZXWeqiWve3uOHDmywvfLY8eOmXbt2lU4fHOm1hEM7rzAyZMnzfDhw018fLzx9/ev9DDLU7W/9bxJSUmmU6dO1j9vvvmmzfpnnnnGJCUluazOU7XkdX9tRkaGad++fbn7K15xxRUV3mfGk7W+0vNyy2vvKqvKqGqdp2p9pacztc70zM3NNd26dTM1atQwvXr1Mvn5+ebhhx+23vMlPj7eeh9GV9V6oid53dvzp59+Mk2bNjUBAQEmMDDQ1K5d2yxfvty6ftasWeaJJ56w29MTteT13rzGnLmZ/Oeff27mz59v5s+fb7744gvrx2wvxhO15PXOnoCzjhw5YvOx//MdP37crFy50uW1jrAYY4xz30sLV/n444/15Zdf6sknn1RUVJTX1/pS3nPt2LFDQUFBqlev3iWp81QteV1Xe/DgQe3YsUNlZWWKjY1Vo0aNKr1/T9T6Ss/LJe+uXbvUoEEDWSyWSvdwps5Ttb7S05laZ3pWZMeOHTp58qSuuuoqBQQEXJJaT/Qkr+tqT548qdWrV6uoqEjt27dXZGRkpffviVryem9eAEDlMLgDAAAAAFwyJ06c0Pz585WRkaHc3FxZLBZFR0erY8eOuvvuuxUaGupVteT1zp7kJa+nezpbW1kM7jzo1KlTevfdd7V69Wrl5OTI399fjRs3Vv/+/dW1a1evqyWvd/YkL3kv57wcI/L6Yk/ykvdyzssxIq+zdVu3btUtt9yikydPKikpSdHR0TLG6MCBA1q1apVCQ0OVnp6uFi1aeEUteb2zJ3nJ6+meztY6xOkP26JKfvjhB9OwYUNTp04dExsbaywWi+ndu7dp166d8ff3N3fccYcpLi72mlryemdP8pL3cs7LMSKvL/YkL3kv57wcI/K6oq5Tp07mrrvuqvBLDu6++27TqVMnu1k9UUte7+xJXvJ6uqeztY5gcOchvXr1MsOHDzelpaXGGGOee+4506tXL2OMMd9//71p1KiRmTBhgtfUktc7e5KXvJdzXo4ReX2xJ3nJeznn5RiR1xV1ISEhF/yyuE2bNpmQkBC76zxRS17v7Ele8nq6p7O1jmBw5yHVq1c333//vfVxYWGhCQwMNIcOHTLGGPPhhx+aRo0aeU0teb2zJ3nJeznn5RiR1xd7kpe8l3NejhF5XVEXFxdnPvzwQ7tZjDFm8eLFJi4uzu46T9SS1zt7kpe8nu7pbK0jHPuqKbhM7dq1dfz4cevjkydPqqSkREFBQZKk1q1bKycnx2tqyeudPclL3ss5L8eIvL7Yk7zkvZzzcozI64q6oUOHatCgQRo/frxuueUWRUdHy2KxKDc3V8uXL9fkyZM1evRou1k9UUte7+xJXvJ6uqeztQ5xevSHKhk0aJBJSkoy27ZtMzt27DB33nmnufbaa63rV65caerXr+81teT1zp7kJe/lnJdjRF5f7Ele8l7OeTlG5HVVz+eff956Xzw/Pz/j5+dnLBaLiY2NNX/961/t1niylrze2ZO85PV0T2drK4vBnYfs37/ftG/f3vrDbdSokfnmm2+s6xcuXGheeeUVr6klr3f2JC95L+e8HCPy+mJP8pL3cs7LMSKvq3qetWPHDpORkWEyMjLMjh07LritN9SS1zt7ktd7a32lp7O1F2Mxxhjnr9tDVf3www8qLCzUVVddpYAAxz657Ila8npnT/J6by15vbMneb231ld6ktd7a8nrnT3J6721zvQEAFSCS8eAcJndu3eb+++//7KpJa939nSmlrzurSWvd/Z0ppa87q31lZ7O1JLXvbXk9c6eztSS1721F6o7efKk+frrr+1+G+OpU6fMO++8U+F+PVFLXu/sSV7yerqns7WVxeDOS2VnZxs/P7/Lppa83tnTmVryureWvN7Z05la8rq31ld6OlNLXvfWktc7ezpTS1731lZUt337dtOwYUPrR2yTkpLMvn37rOtzc3Mr7OeJWvJ6Z0/yktfTPZ2tdQTXMnvIxx9/fMH1O3bs8Kpa8npnT2dqyeveWvJ6Z09nasnr3lpf6elMLXndW0te7+zpTC153Vtb1brHH39crVq10oYNG3T06FE9+uij6tixo1auXKkGDRpccJ+eqCWvd/YkL3k93dPZWoc4PfpDlZydyFoslgr/VDSZ9UQteb2zJ3nJeznn5RiR1xd7kpe8l3NejhF5XVEXFRVlvv32W5tlI0aMMA0aNDA//fTTBa9Q8UQteb2zJ3nJ6+meztY6gsGdh8TFxZnFixdXuP6///1vhT9gT9SS1zt7kpe8l3NejhF5fbEnecl7OeflGJHXFXU1a9Y0W7duLbf84YcfNvXq1TNfffVVhVk9UUte7+xJXvJ6uqeztY7wc921e3BE27Zt9c0331S43mKxyFTwhb+eqCWvd/YkL3kv57wcI/L6Yk/ykvdyzssxIq8r6q666ipt2LCh3PIZM2aoX79+Sk5OrnCfnqglr3f2JC95Pd3T2VqHOD36Q5V89dVX5t///neF6wsKCszKlSu9ppa83tmTvOS9nPNyjMjriz3JS97LOS/HiLyuqJs8ebLp1atXhXUPPvigsVgsdtd5opa83tmTvOT1dE9nax1hMaaC/+sFAAAAAAAAgMfwUVkAAAAAAADACzG4AwAAAAAAALwQgzsAAAAAAADACzG4AwAAAAAAALwQgzsAAAAAAADACzG4AwAAAAAAALwQgzsAAOBTLBbLRf/Mnj1baWlpqlGjhqfjVtq0adPUoEED+fv7q3///pWuO3TokPU5O+L84+MNx+vDDz/U3/72t3LLvSEbAABAVQR4OgAAAMCllJmZafM4MTFRI0eOVEpKinVZ06ZNVVhYqN69e1/qeFXy3Xff6dFHH9UTTzyhvn37KjIy8pJneOCBBzx+vD788ENt2LBBI0aMsFnuDdkAAACqgsEdAADwKe3bty+3rEGDBnaX16tX71JEctp3330nSRo6dKiaNGnikQz16tXz2uPlzdncpbi4WAEBAbJYLJ6OAgAAnMBHZQEAAOw4/+OVgwcPVsuWLfXZZ5+pVatWCgkJ0U033aSdO3fqyJEjuvPOO1WrVi01bdpU7733Xrn9ZWZmqkuXLgoNDVVYWJhSUlJ04MCBi+b48MMPde2116patWqKiYnRQw89pIKCAptct912m6QzVwpe7GOvb7zxhho1aqTq1aura9eu+vHHH12StaLjtXLlSl177bUKDQ3VjTfeqKysLIf7ZWZmKjk5WXFxcQoNDVWbNm00Z84cm30MHjxY77zzjrZs2WL9yPPgwYPtZpMqd1wrm/98119/vc0VnGf9+c9/Vr169XTy5ElJZ4Zrzz33nK666iqFhITo6quv1uLFi21qFixYoM6dOysqKkrVq1fXNddco48//rjcvuvWratnn31WTz75pOLi4hQWFiZjzEWzAgAA78bgDgAAoJJycnL0+OOP609/+pPmzZunnTt36p577tFdd92lli1batGiRWrbtq3uvfde7dq1y1qXmZmpTp06KSwsTO+9955ef/11rV+/XsnJyRfs9/HHH2vAgAFq1qyZFi9erD/96U+aM2eOzT3s/vSnP2ny5MmSpA8++ECZmZkVfiz0k08+0bBhw9S5c2ctXrxYXbp00V133WWzTVWz2pObm6tRo0bpj3/8o9577z2dPHlSt912m4qLix3qt2vXLnXs2FFvvvmmlixZot/97ncaMmSI/vnPf9och1tvvVVNmjRRZmamMjMz9ac//anKx7Wy+e1JTEzU+vXrbZbt3r1bL7zwgp5//nlVr15dZWVluu222/Tiiy/qwQcf1JIlS9S5c2fdfvvt+uabb6x1W7Zs0V133aX58+fro48+0g033KCBAwdq9+7d1m327dunQ4cO6dVXX9W+ffv01ltvafHixfLz41d9AAAuewYAAMCHSTJTp04tt3zChAkmNDTU+njQoEHGYrGYrVu3WpfNmDHDSDKPP/64dVleXp7x9/c306dPty67+eabTYcOHUxZWZl12ebNm43FYjFLly6tMNu1115rbrzxRptl8+fPN5LMl19+aV22cOFCI8ns3Lnzgs+1Xbt25qabbrJZ9uSTTxpJZtasWQ5lPf/4VHS8Nm/ebF22fPlyI8l8/fXX1mWOHpuysjJTXFxshg0bZhITE23WDRo0yFx99dXlas7PVpnjWtn89sybN89IMocPH7Yuu+OOO8yNN95ofZ4vv/yyCQoKMllZWTa1bdu2NSNHjrS735KSEnPy5EljsVjMBx98YF3+6aefGknm4YcfvmAuAABw+eH/hgMAAKikuLg4NW/e3Pq4WbNmkqRu3bpZl9WuXVtRUVHas2ePJOnkyZP6z3/+ozvuuEOlpaUqKSlRSUmJEhISFBsbW+7KrLMKCgqUnZ2tgQMH2iy/4447FBAQoK+//tqh7KWlpcrKyrJ+rPas22+/3frfVc1akbi4OF199dXWxy1atJAk7d2716F+eXl5GjVqlBo2bKjAwEAFBgbq9ddf1/fff+9QHsmx43qx/BVJTEyUJG3YsEGS9NVXX+n999/X9OnTZbFYZIzRlClTdOedd6p169bW511SUqLmzZtbr9YsLCzUK6+8ojZt2qhWrVoKCAhQ9erVZYyx+ejvxo0bFRAQoL/85S/lnusrr7zi6CECAABehMEdAABAJdWuXdvmcVBQUIXLT58+LenM0Km0tFRjxoyxDp3O/tm3b591wHe+o0ePyhijmJgYm+UBAQGqU6eOjhw54lD2gwcPqqSkRFFRUTbLo6Ojrf9d1awVqeh4OXpsBg8erHfffVfjxo1Tenq61q9fr9///vfW/TjCkeN6sfwVady4saKjo7Vu3TqVlZXpkUce0V133WUd6G3btk2//PKL5syZU+55z507V7Vq1ZIk9evXT5MnT9bdd9+thQsXat26dUpLS5P06xBRkr799lt16NChXN7169dr+fLllT42AADA+/CtsgAAAG5Uu3ZtWSwWPfXUU+XuoSZJkZGRF6zbv3+/zfKSkhIdPnxYERERDuWoW7euAgICyn3JxLn7r2rWqqpMv9OnT2vp0qV68cUXNXLkSOu6srIyp3q66rhW5Ox97t566y1t377d5gsl9u3bJ0n69NNPVbdu3XK10dHRysjI0GeffaYvv/xSnTp1sq57+eWXVadOHV1xxRXWZRs3blSPHj1s9vHNN9/o7rvvVkBAgNq0aaNx48bp3nvvdclzAwAAlw6DOwAAADcKDQ1VYmKitm3bpmeffbbSdTVq1FCbNm30r3/9S48++qh1+aJFi1RSUqKbbrrJoRz+/v667rrrtHjxYo0ZM8a6/P3333c6a1VVpl9+fr5KS0utV7tJ0vHjx+1+s+q5VzpWxNXHtSLt27fXiy++qDVr1mjcuHGqX7++dV1sbKwkqWbNmrr++uvt1mdkZEiSEhISrMuysrL03nvv6eabb7YuKyws1Pfff6/HHnvMpv66665T9+7d1b9/fw0YMMAlzwkAAFx6DO4AAADcbOrUqerSpYvuvPNO3XXXXQoPD9fevXu1fPly3X///TZXVJ0rLS1N/fv31913361BgwZpx44devLJJ9W1a9cKay7k6aefVr9+/XT//ffrrrvu0oYNGzR//nyXZK2qyvS74YYb9Pzzz1uvGnz++ecVFhZW7urB5s2b6+2339a7776r+Ph4RUZGqlGjRuV6uvq42pOYmKiDBw8qLi5Ojz/+eLmcN9xwg+677z6NHz9eTZs21ZEjR/Ttt98qODhYTzzxhK677jr5+/trzJgxGjp0qDZt2qRXX31V1apV0zXXXGPd15YtW1RSUqI2bdqUy/DNN99YP1oLAAAuT9zjDgAAwM06dOig1atXq6CgQPfff79uvfVWPfPMM6pevbquvPLKCuuSk5O1aNEifffdd+rXr58mTpyoe++9Vx9++GGVciQnJ+sf//iHPv/8c/Xv31/Lly/Xu+++65KsVVWZfvPnz1fTpk01aNAgjRo1Srfffrvuu+++cvsaMmSI7rjjDo0cOVI33HBDhUMrVx9Xe85+rPi5555TaGiozTo/Pz999NFHuvnmm/XnP/9ZPXr00COPPKJvv/3WOjiMj4/XG2+8oa+//lr9+/fXF198oQ8++ECnTp2yGdxt3LhRgYGBNve8k87chy8nJ0eNGzd22XMCAACXnsUYYzwdAgAAAPgtGThwoHbt2qU1a9bIYrFc8v7fffedBgwYoK1bt17y3gAAwHW44g4AAABwgVOnTmndunUaP368PvroI7322mseGdpJZ77ZNioqSldddZX+/ve/eyQDAABwHve4AwAAAFxg5cqV6t27txo2bKi5c+fave/cpRIcHKyVK1d6rD8AAHANPioLAAAAAAAAeCE+KgsAAAAAAAB4IQZ3AAAAAAAAgBdicAcAAAAAAAB4IQZ3AAAAAAAAgBdicAcAAAAAAAB4IQZ3AAAAAAAAgBdicAcAAAAAAAB4IQZ3AAAAAAAAgBdicAcAAAAAAAB4IQZ3AAAAAAAAgBf6f2wpS57Csi3pAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -911,12 +921,12 @@ " grid=True,\n", " width=0.9,\n", " ylabel=\"Number of glaciers sampled\",\n", - " xlabel=r\"Time of digitization $year_t$ (CE)\",\n", + " xlabel=r\"Time of delineation $year_t$\",\n", ")\n", "_ = ax.text(\n", " 0.015,\n", " 0.87,\n", - " f\"Date of digitization data (origin dates) are completely missing for {missing} glaciers or {missing_perc:.2f}% of the dataset.\",\n", + " f\"Date of delineation data (origin dates) are completely missing for {missing} glaciers or {missing_perc:.2f}% of the dataset.\",\n", " transform=ax.transAxes,\n", " bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"},\n", ");\n", @@ -928,7 +938,7 @@ " bbox={\"facecolor\": \"white\", \"edgecolor\": \"black\"},\n", ");\n", "ax.grid(color='#95a5a6',linestyle='-',alpha=0.25)\n", - "ax.set_title(\"Frequency of the year of digitization in the RGIv{} dataset\".format(rgi_version), fontsize=18);" + "ax.set_title(\"Frequency of the year of delineation in the RGIv{} dataset\".format(rgi_version), fontsize=18);" ] }, { @@ -936,7 +946,7 @@ "id": "32", "metadata": {}, "source": [ - "*
Figure 1. Time of digitization for the glaciers in the glacier extent dataset.
*" + "*
Figure 1. Time of delineation (date of acquisition) for the glaciers in the glacier extent dataset.
*" ] }, { @@ -944,7 +954,8 @@ "id": "33", "metadata": {}, "source": [ - "#### 2.2 Spatial distribution of date of digitization" + "(section-2-2)=\n", + "#### 2.2 Spatial distribution of date of delineation" ] }, { @@ -952,18 +963,18 @@ "id": "34", "metadata": {}, "source": [ - "Let us check the spatial distribution of the year of digitization for each glacier in the dataset. We therefore produce a world map where every dot represents a glacier, that is colored according to its year of digitization. Glaciers with missing data are not plotted:" + "Now that we calculated the acquisition dates, let us check the spatial distribution of the year of delineation for each glacier in the dataset. We therefore produce a world map where every dot represents a glacier, that is colored according to its year of delineation. Glaciers with missing data are not plotted:" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 41, "id": "35", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -984,8 +995,8 @@ " var_name=\"year\",\n", " cmap=cmap,\n", " norm=norm,\n", - " label=r\"Time of digitization $year_t$ (CE)\",\n", - " title=f\"Glacier distribution around the year 2000 according to the RGI v{rgi_version}\",\n", + " label=r\"Time of delineation $year_t$\",\n", + " title=f\"Global glacier distribution and their dates of acquisition in the RGI dataset v{rgi_version}\",\n", ")" ] }, @@ -994,7 +1005,7 @@ "id": "36", "metadata": {}, "source": [ - "*
Figure 2. Spatial distribution of the time of digitization for the glaciers in the glacier extent dataset.
*" + "*
Figure 2. Spatial distribution of the time of delineation (date of acquisition) for the glaciers in the glacier extent dataset.
*" ] }, { @@ -1002,7 +1013,7 @@ "id": "37", "metadata": {}, "source": [ - "From the above plots, it becomes clear that not all glaciers are digitized in the year 2000 CE. Although the dataset is intended to be a snapshot of the world’s glaciers as they were near the beginning of the 21$^{st}$ century, the user must keep in mind that the range of digitization dates is substantial. This means that the outlines do not all lie in between the same time frame, which is a main issue of the dataset. The figures above demonstrate that most outlines originate from the period between 2000 and 2010 CE. However, for some areas like the western United States or some peripheral glaciers around northern Greenland and the Antarctic Penninsula, the glacier outlines date back to the 1970s or earlier. The user should take note of that before using a specific glacier outline. " + "From the above plots, it becomes clear that not all glaciers are delineated in the year 2000. Although the dataset is intended to be a snapshot of the world’s glaciers as they were near the beginning of the 21$^{st}$ century, the user must keep in mind that the range of delineation dates is substantial. This means that the outlines do not all lie in between the same time frame, which is a main issue of the dataset. The figures above, however, demonstrate that most outlines originate from the period between 2000 and 2010. Nevertheless, for some areas like the western United States or some peripheral glaciers around northern Greenland and the Antarctic Penninsula, the glacier outlines date back to the 1970s or earlier. " ] }, { @@ -1010,7 +1021,8 @@ "id": "38", "metadata": {}, "source": [ - "#### 2.3 The (area-weighted) mean year of digitization per RGI region" + "(section-2-3)=\n", + "#### 2.3 The (area-weighted) mean year of delineation per RGI region" ] }, { @@ -1018,7 +1030,7 @@ "id": "39", "metadata": {}, "source": [ - "Let us now calculate the (area-weighted) mean time of digitization for all RGI regions:\n", + "Let us now calculate the (area-weighted) mean time of delineation for the 19 different RGI regions (see Figure 5 for the locations of these regions). We do that as follows:\n", "\n", "- Arithmetic mean:\n", "$\n", @@ -1028,7 +1040,7 @@ "$\n", "n\n", "$\n", - "the total number of glaciers and $year_t$ the time of digitization for glacier $i$ as calculated above.\n", + "the total number of glaciers and $year_t$ the time of delineation for glacier $i$ as calculated above.\n", "\n", "- Area-weighted mean:\n", "$\n", @@ -1045,7 +1057,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 42, "id": "40", "metadata": {}, "outputs": [ @@ -1053,13 +1065,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "The global arithmetic mean year of digitization (RGI v7.0) is 2001.8 CE.\n", - "The global area-weighted mean year of digitization (RGI v7.0) is 2001.7 CE.\n" + "The global arithmetic mean year of delineation (RGI v7.0) is 2001.8.\n", + "The global area-weighted mean year of delineation (RGI v7.0) is 2001.7.\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1115,8 +1127,8 @@ "r2 = regions + bar_width / 2 # Positions for area-weighted bars\n", "\n", "textstr = '\\n'.join((\n", - " 'The global arithmetic mean year of digitization (RGI v{:.1f}) is {:.1f} CE.'.format(rgi_version, gdf[\"decimal_year\"].mean()),\n", - " 'The global area-weighted mean year of digitization (RGI v{:.1f}) is {:.1f} CE.'.format(rgi_version, means[\"Area-weighted\"].mean()),\n", + " 'The global arithmetic mean year of delineation (RGI v{:.1f}) is {:.1f}.'.format(rgi_version, gdf[\"decimal_year\"].mean()),\n", + " 'The global area-weighted mean year of delineation (RGI v{:.1f}) is {:.1f}.'.format(rgi_version, means[\"Area-weighted\"].mean()),\n", "))\n", "print(textstr)\n", "\n", @@ -1127,8 +1139,8 @@ "\n", "# Add labels, title, and legend\n", "plt.xlabel(\"RGI region number\")\n", - "plt.ylabel(r\"Year of digitization $\\overline{year}_a$ or $\\overline{year}_w$ (CE)\")\n", - "plt.title(\"The (area-weighted) mean year of digitization per RGI region (RGI v{})\".format(rgi_version), fontsize=18)\n", + "plt.ylabel(r\"Year of delineation $\\overline{year}_a$ or $\\overline{year}_w$\")\n", + "plt.title(\"The (area-weighted) mean year of delineation per RGI region (RGI v{})\".format(rgi_version), fontsize=18)\n", "plt.xticks(regions) # Ensure x-ticks match region numbers\n", "plt.ylim(1975, 2015) # Replace 1980 and 2020 with your desired range\n", "plt.legend()\n", @@ -1144,7 +1156,7 @@ "id": "41", "metadata": {}, "source": [ - "*
Figure 3. Arithmetic and area-weighted mean year of digitization for the glaciers in each RGI region of the glacier extent dataset.
*" + "*
Figure 3. Arithmetic and area-weighted mean year of delineation for the glaciers in each RGI region of the glacier extent dataset.
*" ] }, { @@ -1152,7 +1164,7 @@ "id": "42", "metadata": {}, "source": [ - "We observe that at the global scale, the arithmetic area-weighted average of the year of digitization is close to 2002 CE, which only slightly differs in time from the nominally stated dataset reference time (i.e. 2000 CE). However, the (area-weighted) average of the time of digitization varies notably across the different RGI regions: for RGI region 19, for example, the area-weighted average dates back to the beginning of the 1990s, but for RGI region 1 the average origin dates are closer to the 2010s." + "We observe that at the global scale, the arithmetic area-weighted average of the year of delineation is close to 2002, which only slightly differs in time from the nominally stated dataset reference time (i.e. 2000). However, the (area-weighted) average of the time of delineation varies notably across the different RGI regions: for RGI region 19, for example, the area-weighted average dates back to the beginning of the 1990s, but for RGI region 1 the average origin dates are closer to the 2010s." ] }, { @@ -1160,6 +1172,7 @@ "id": "43", "metadata": {}, "source": [ + "(section-3)=\n", "### 3. Estimation of current global glacier ice volumes with RGI data" ] }, @@ -1168,6 +1181,7 @@ "id": "44", "metadata": {}, "source": [ + "(section-3-1)=\n", "#### 3.1 Recent glacier area and mass/volume change trends" ] }, @@ -1178,7 +1192,7 @@ "source": [ "Going back to our specific use case, it is worth noting that several methods exist in the literature to derive ice thickness and ice volume estimates of glaciers at different spatial scales, of which the most well-known procedures are the volume-area scaling method, numerical modelling, and the estimation of ice thicknesses from surface characteristics and the principle of ice dynamics. These methods, however, strongly rely on the precise determination of the glacier surface area (and hypsometry) as input data to derive total ice volume estimates. \n", "\n", - "Farinotti et al. (2019), for example, used the RGIv6.0 dataset to derive a global glacier ice volume of 158.17 ± 41.03 × 10³ km³, noting the heavy reliance on accurate glacier surface area data [[3](https://www.nature.com/articles/s41561-019-0300-3)]. Other studies, including Huss and Farinotti (2012) and Marzeion et al. (2012), have similarly highlighted input data uncertainties with respect to the glacier area in ice volume estimates [[4](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2012JF002523), [5](https://tc.copernicus.org/articles/6/1295/2012/)]. The main concern here is that the glacierized area has decreased significantly during the last several decades, with global glacier area decreasing at rates of -0.18% to -0.34% per year and median retreat rates of 7.4 m per year [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681), [7](https://www.sciencedirect.com/science/article/pii/S1674927820300058), [8](https://tc.copernicus.org/articles/8/659/2014/)]. These changes suggest a potential overestimation of volumes for glaciers digitized before 2000 CE and an underestimation elsewhere. The suitability of RGI outlines for current volume estimates therefore primarily depends on (1) the deviation of the time since digitization from 2000 CE and (2) the significance of glacier area/volume changes during that period, which are influenced by the local climate and specific glacier geometries." + "Farinotti et al. (2019), for example, used the RGIv6.0 dataset to derive a global glacier ice volume of 158.17 ± 41.03 × 10³ km³, noting the heavy reliance on accurate glacier surface area data [[3](https://doi.org/10.1038/s41561-019-0300-3)]. Other studies, including Huss and Farinotti (2012) and Marzeion et al. (2012), have similarly highlighted input data uncertainties with respect to the glacier area in ice volume estimates [[4](https://doi.org/10.1029/2012JF002523), [5](https://doi.org/10.5194/tc-6-1295-2012)]. The main concern here is that the glacierized area has decreased significantly during the last several decades, with global glacier area decreasing at rates of -0.18% to -0.34% per year and median retreat rates of 7.4 m per year [[6](https://doi.org/10.3189/2015JoG15J017), [7](https://doi.org/10.1016/j.accre.2020.03.003), [8](https://doi.org/10.5194/tc-8-659-2014)]. These changes suggest a potential overestimation of volumes for glaciers delineated before 2000 and an underestimation elsewhere. The suitability of RGI outlines for current volume estimates therefore primarily depends on (1) the deviation of the time since delineation from 2000 and (2) the significance of glacier area/volume changes during that period, which are influenced by the local climate and specific glacier geometries." ] }, { @@ -1186,7 +1200,8 @@ "id": "46", "metadata": {}, "source": [ - "#### 3.2 An attempt to quantify potential glacier volume over or underestimation due to misdated outlines" + "(section-3-2)=\n", + "#### 3.2 An attempt to quantify potential glacier volume over or underestimation" ] }, { @@ -1194,19 +1209,19 @@ "id": "47", "metadata": {}, "source": [ - "It is difficult to quantify the potential volume over or underestimation due to misdated outlines for each glacier in the dataset. However, we can get an idea of the regional glacier volume under/overestimation for 2000 CE by using other datasets that are available on the CDS. The goal is thus to obtain values for the regional glacier volume change between the year 2000 CE and the area-weighted mean year of digitization of that region $\\overline{year}_w$ (which is thus equivalent to the potential volume over or underestimation relative to the year 2000 CE), denoted with the symbol $dV_{\\text{region}}^{2000,\\overline{\\text{year}}_w}$. \n", + "It is difficult to quantify the potential volume over or underestimation due to deviating outlines for each glacier in the dataset. However, we can get an idea of the regional glacier volume under/overestimation for 2000 CE by using other datasets that are available on the CDS. Our goal here is to obtain values for the regional glacier volume change between the year 2000 and the area-weighted mean year of delineation of that region $\\overline{year}_w$ (which is thus equivalent to the potential volume over or underestimation relative to the year 2000), denoted with the symbol $dV_{\\text{region}}^{2000,\\overline{\\text{year}}_w}$. \n", "\n", - "To get an idea of these potential glacier volume over- or underestimations, we can make use of the \"[Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview)\" dataset that is on the CDS. This dataset estimates the gridded yearly mass change of glacier ice ($dM/dt$) in Gt yr$^{-1}$, which can be converted to glacier volume changes ($dV/dt$) with units of km$^3$ yr$^{-1}$ of ice by making use of the density of ice. We thus calculate the mass and volume change between 2000 CE and the area-weighted average year of digitization for a certain RGI region ($\\overline{year}_w$) to get a total volume change for that specific RGI region between those two dates $dV_{\\text{region}}^{2000,\\overline{year}_w}$. If ${{\\overline{year}_w}}$ is a decimal (fractional) year, we use linear interpolation to find the interpolated glacier mass and volume change: \n", + "To get an idea of these potential glacier volume over- or underestimations, we can make use of the \"[Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database](https://cds.climate.copernicus.eu/datasets/derived-gridded-glacier-mass-change?tab=overview)\" dataset that is on the CDS. This dataset estimates the gridded yearly mass change of glacier ice ($dM/dt$) in Gt yr$^{-1}$, which can be converted to glacier volume changes ($dV/dt$) with units of km$^3$ yr$^{-1}$ of ice by making use of the appropriate density. We thus calculate the mass and volume change between 2000 and the area-weighted average year of delineation for a certain RGI region ($\\overline{year}_w$) to get a total volume change for that specific RGI region between those two dates $dV_{\\text{region}}^{2000,\\overline{year}_w}$. If ${{\\overline{year}_w}}$ is a decimal (fractional) year, we use linear interpolation to find the interpolated glacier mass and volume change: \n", "\n", "$ \n", "dV_{\\text{region}}^{2000,\\overline{year}_w} \\text{ [km}^3\\text{]} = \n", "\\begin{cases} \n", - "\\left(\\sum\\limits_{i=2000}^{\\lceil \\overline{year}_w \\rceil} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{{region}}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\lceil \\overline{year}_w \\rceil - \\overline{year}_w \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lceil \\overline{year}_w \\rceil} \\right) \\right] & \\text{if } \\overline{year}_w > 2000 \\\\ \n", - "\\left(\\sum\\limits_{i=\\lfloor \\overline{year}_w \\rfloor}^{2000} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\overline{year}_w - \\lfloor \\overline{year}_w \\rfloor \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{\\rho_w}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lfloor \\overline{year}_w \\rfloor} \\right) \\right] & \\text{if } \\overline{year}_w < 2000 \n", + "\\left(\\sum\\limits_{i=2000}^{\\lceil \\overline{year}_w \\rceil} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{{region}}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\lceil \\overline{year}_w \\rceil - \\overline{year}_w \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lceil \\overline{year}_w \\rceil} \\right) \\right] & \\text{if } \\overline{year}_w > 2000 \\\\ \n", + "\\left(\\sum\\limits_{i=\\lfloor \\overline{year}_w \\rfloor}^{2000} \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)\\right) - \\\\ \\left[ \\left( \\overline{year}_w - \\lfloor \\overline{year}_w \\rfloor \\right) * \\left( \\sum\\limits^{\\substack{\\text{x,y} \\\\ \\text{region}}} \\left(\\frac{1000}{\\rho_i} \\frac{dM}{dt}\\right)_{\\lfloor \\overline{year}_w \\rfloor} \\right) \\right] & \\text{if } \\overline{year}_w < 2000 \n", "\\end{cases} \n", "$\n", "\n", - "Here, we further assume an ice density $\\rho_i$ of 850 kg m$^{-3}$ for the mass to volume conservation of glaciers [[9](https://tc.copernicus.org/articles/7/877/2013/tc-7-877-2013.html)]. This may look like a complicated formula, but the principle is simple: for each RGI region, we simply sum the mass (and hence volume) changes over all spatial pixels between the year 2000 CE and the area-weighted year of digitization $(\\overline{year}_w)$:\n", + "Here, we further assume a density $\\rho_i$ of 850 kg m$^{-3}$ for the mass to volume conservation of glaciers [[9](https://doi.org/10.5194/tc-7-877-2013)]. This may look like a complicated formula, but the principle is simple: for each RGI region, we simply sum the mass (and hence volume) changes over all spatial pixels between the year 2000 and the area-weighted year of delineation $(\\overline{year}_w)$:\n", "- If $(\\overline{year}_w)$ is an integer, the second part of the formula (after the minus sign) drops out.\n", "- If $(\\overline{year}_w)$ is not an integer, the formula adjusts for the fractional part of the year:\n", " - If $(\\overline{year}_w)$ > 2000, it uses the fraction between $(\\overline{year}_w)$ and $(\\lceil \\overline{year}_w \\rceil)$, where $\\lceil \\cdot \\rceil$ denotes the ceiling function, which rounds a number up to the nearest integer.\n", @@ -1217,7 +1232,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 44, "id": "48", "metadata": {}, "outputs": [ @@ -1225,27 +1240,27 @@ "name": "stdout", "output_type": "stream", "text": [ - "The volume estimate in RGI region 1 for the year 2000 CE is underestimated by 624.97 km³.\n", - "The volume estimate in RGI region 2 for the year 2000 CE is underestimated by 39.12 km³.\n", - "The volume estimate in RGI region 3 for the year 2000 CE is overestimated by 5.98 km³.\n", - "The volume estimate in RGI region 4 for the year 2000 CE is underestimated by 23.77 km³.\n", - "The volume estimate in RGI region 5 for the year 2000 CE is underestimated by 21.75 km³.\n", - "The volume estimate in RGI region 6 for the year 2000 CE is underestimated by 6.82 km³.\n", - "The volume estimate in RGI region 7 for the year 2000 CE is underestimated by 101.60 km³.\n", - "The volume estimate in RGI region 8 for the year 2000 CE is underestimated by 13.40 km³.\n", - "The volume estimate in RGI region 9 for the year 2000 CE is underestimated by 86.71 km³.\n", - "The volume estimate in RGI region 10 for the year 2000 CE is underestimated by 4.07 km³.\n", - "The volume estimate in RGI region 11 for the year 2000 CE is underestimated by 5.97 km³.\n", - "The volume estimate in RGI region 12 for the year 2000 CE is underestimated by 0.45 km³.\n", - "The volume estimate in RGI region 13 for the year 2000 CE is underestimated by 10.02 km³.\n", - "The volume estimate in RGI region 14 for the year 2000 CE is underestimated by 3.92 km³.\n", - "The volume estimate in RGI region 15 for the year 2000 CE is underestimated by 10.98 km³.\n", - "The volume estimate in RGI region 16 for the year 2000 CE is underestimated by 0.13 km³.\n", - "The volume estimate in RGI region 17 for the year 2000 CE is underestimated by 41.87 km³.\n", - "The volume estimate in RGI region 18 for the year 2000 CE is overestimated by 0.26 km³.\n", - "The volume estimate in RGI region 19 for the year 2000 CE is underestimated by 185.05 km³.\n", + "The volume estimate in RGI region 1 for the year 2000 is underestimated by 624.97 km³.\n", + "The volume estimate in RGI region 2 for the year 2000 is underestimated by 39.12 km³.\n", + "The volume estimate in RGI region 3 for the year 2000 is overestimated by 5.98 km³.\n", + "The volume estimate in RGI region 4 for the year 2000 is underestimated by 23.77 km³.\n", + "The volume estimate in RGI region 5 for the year 2000 is underestimated by 21.75 km³.\n", + "The volume estimate in RGI region 6 for the year 2000 is underestimated by 6.82 km³.\n", + "The volume estimate in RGI region 7 for the year 2000 is underestimated by 101.60 km³.\n", + "The volume estimate in RGI region 8 for the year 2000 is underestimated by 13.40 km³.\n", + "The volume estimate in RGI region 9 for the year 2000 is underestimated by 86.71 km³.\n", + "The volume estimate in RGI region 10 for the year 2000 is underestimated by 4.07 km³.\n", + "The volume estimate in RGI region 11 for the year 2000 is underestimated by 5.97 km³.\n", + "The volume estimate in RGI region 12 for the year 2000 is underestimated by 0.45 km³.\n", + "The volume estimate in RGI region 13 for the year 2000 is underestimated by 10.02 km³.\n", + "The volume estimate in RGI region 14 for the year 2000 is underestimated by 3.92 km³.\n", + "The volume estimate in RGI region 15 for the year 2000 is underestimated by 10.98 km³.\n", + "The volume estimate in RGI region 16 for the year 2000 is underestimated by 0.13 km³.\n", + "The volume estimate in RGI region 17 for the year 2000 is underestimated by 41.87 km³.\n", + "The volume estimate in RGI region 18 for the year 2000 is overestimated by 0.26 km³.\n", + "The volume estimate in RGI region 19 for the year 2000 is underestimated by 185.05 km³.\n", "\n", - "The volume estimate at the global scale for the year 2000 CE is underestimated by 1174.35 km³.\n" + "The volume estimate at the global scale for the year 2000 is underestimated by 1174.35 km³.\n" ] } ], @@ -1289,21 +1304,22 @@ "# Calculate volume under or overestimation\n", "year = 2000\n", "original = ds.reset_coords()[\"Cumulative\"]\n", + "time = original[\"time\"]\n", + "original[\"time\"] = time.dt.year + (time.dt.dayofyear - 1) / (365 + time.dt.is_leap_year)\n", "interpolated = original.interp(time=means[\"Area-weighted\"].to_xarray())\n", - "estimate = (1/0.850) * (interpolated - original.sel(time=year)).compute()\n", + "estimate = (1000/850) * (interpolated - original.sel(time=year)).compute() # using appropriate density from Huss (2013)\n", "# Do the loop\n", "for region, result in zip(estimate.region.values, estimate.values):\n", " print(\n", " f\"The volume estimate in RGI region {region:>2}\"\n", - " f\" for the year {year} CE is\"\n", + " f\" for the year {year} is\"\n", " f\" {'under' if result < 0 else 'over':>5}estimated\"\n", " f\" by {abs(float(result)):.2f} km³.\"\n", " )\n", - "\n", "total = estimate.sum()\n", "print(\n", " f\"\\nThe volume estimate at the global scale\"\n", - " f\" for the year {year} CE is\"\n", + " f\" for the year {year} is\"\n", " f\" {'under' if result <0 else 'over'}estimated\"\n", " f\" by {abs(float(total)):.2f} km³.\"\n", ")" @@ -1319,13 +1335,13 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 45, "id": "50", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1343,7 +1359,7 @@ "# Set plot labels and title\n", "ax.set_xlabel(\"RGI region number\")\n", "ax.set_ylabel(\"Volume over/underestimation $dV_{{region}}^{2000,\\overline{year}_w}$ (km$^3$)\")\n", - "ax.set_title(\"Glacier volume over or underestimation per RGI region w.r.t. 2000 CE (RGI v{})\".format(rgi_version), fontsize=15)\n", + "ax.set_title(\"Glacier volume over or underestimation per RGI region w.r.t. 2000 (RGI v{})\".format(rgi_version), fontsize=15)\n", "# Set x-ticks, grid, and x-limits\n", "ax.set_xticks(regions) # Ensure x-ticks match the region numbers\n", "ax.grid(color='#95a5a6', linestyle='-', alpha=0.25, axis='y') # Add gridlines only on the y-axis\n", @@ -1360,7 +1376,7 @@ "id": "51", "metadata": {}, "source": [ - "*Figure 4. Total volume over or underestimation compared to the year 2000 CE for the glaciers in each RGI region of the glacier extent dataset.*" + "*Figure 4. Total volume over or underestimation compared to the year 2000 for the glaciers in each RGI region of the glacier extent dataset.*" ] }, { @@ -1368,7 +1384,7 @@ "id": "52", "metadata": {}, "source": [ - "In the plot above, negative values indicate an underestimation. Underestimations of glacier volumes are dominant, which is because the (area-weighted) average origin dates of the outlines are generally later than 2000 CE, together with a general trend of glacier shrinkage during the last several decades [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681)]. It is clear that especially RGI regions 1 (Alaska) and 19 (Antarctic and Subantarctic) exhibit a relatively large underestimation of the total glacier ice volume, mainly due to their large deviation of the area-weighted average year of digitization to the year 2000 CE, as well as the large glacier ice volume changes during this corresponding period. At the global scale, glacier ice volume estimates would exhibit an underestimation of ca. 1174 km³ due to misdated glacier outlines, which is only ca. 0.75% of the total glacier ice volume estimate by Farinotti et al. (2019). At the global scale, the above obtained deviation related to the misdated glacier outlines from RGIv7.0 is thus relatively low when compared to the total global glacier ice volume estimate from Farinotti et al. (2019), implying that the dataset is well-suited to estimate current global glacier ice volumes for the year 2000 CE. The corresponding systematic error is thus small, but glacier- and region-dependent." + "In the plot above, negative values indicate an underestimation. Underestimations of glacier volumes are dominant, which is because the (area-weighted) average origin dates of the outlines are generally later than 2000, together with a general trend of glacier shrinkage during the last several decades [[6](https://doi.org/10.3189/2015JoG15J017)]. It is clear that especially RGI regions 1 (Alaska) and 19 (Antarctic and Subantarctic) exhibit a relatively large underestimation of the total glacier ice volume, mainly due to their large deviation of the area-weighted average year of delineation to the year 2000, as well as the large glacier ice volume changes during this corresponding period. At the global scale, glacier ice volume estimates would exhibit an underestimation of ca. 1174 km³ due to misdated glacier outlines, which is only ca. 0.75% of the total glacier ice volume estimate by Farinotti et al. (2019) [[3](https://doi.org/10.1038/s41561-019-0300-3)]. At the global scale, the above obtained deviation related to the misdated glacier outlines from RGIv7.0 is thus relatively low when compared to the total global glacier ice volume estimate from Farinotti et al. (2019), implying that the dataset is well-suited to estimate current global glacier ice volumes for the year 2000. The corresponding systematic error is thus small, but glacier- and region-dependent." ] }, { @@ -1392,6 +1408,7 @@ "id": "55", "metadata": {}, "source": [ + "(section-3-3)=\n", "#### 3.3 Other potential sources of error and uncertainty" ] }, @@ -1400,11 +1417,11 @@ "id": "56", "metadata": {}, "source": [ - "Several additional factors contribute to the uncertainty in glacier data derived from the RGI dataset. These include low-resolution and poor-quality source data, errors by digitizers, and challenges such as shadows, clouds, proglacial lakes, seasonal snowfields, and limited multi-temporal satellite imagery. The most significant source of misdelineation is supraglacial debris, which often results in glacier area underestimation in regions with extensive debris cover (e.g. High Mountain Asia and the Caucasus), due to the spectral similarity between debris and surrounding moraines or bedrock [[10](https://www.cambridge.org/core/journals/annals-of-glaciology/article/on-the-accuracy-of-glacier-outlines-derived-from-remotesensing-data/D9EF9B9A26CEF34970C4F4924C19CE93)]. Additionally, ice bodies smaller than 0.01 km², considered below the threshold for ice flow, were excluded, leading to further underestimation of glacier area in some regions [[1](https://www.glims.org/RGI/randolph60.html)].\n", + "Several additional factors contribute to the uncertainty in glacier data derived from the RGI dataset. These include low-resolution and poor-quality source data, errors by delineators, and challenges such as shadows, clouds, proglacial lakes, seasonal snowfields, and limited multi-temporal satellite imagery. The most significant source of misdelineation is supraglacial debris, which often results in glacier area underestimation in regions with extensive debris cover (e.g. High Mountain Asia and the Caucasus), due to the spectral similarity between debris and surrounding moraines or bedrock [[10](https://doi.org/10.3189/2013AoG63A296)]. Additionally, ice bodies smaller than 0.01 km², considered below the threshold for ice flow, were excluded, leading to further underestimation of glacier area in some regions [[1](https://www.glims.org/RGI/randolph60.html)].\n", "\n", - "The interpretation of what constitutes a glacier also varies due to the diverse global community that contributed to the dataset, causing inconsistencies in how features like debris-covered glaciers, tributaries, and peripheral ice bodies in Antarctica and Greenland were handled [[11](https://www.cambridge.org/core/journals/journal-of-glaciology/article/what-is-the-global-glacier-ice-volume-outside-the-ice-sheets/AB9CE3BDB3741B44B6A2A94FAB28A83B)]. For example, distinguishing debris-covered ice from bedrock or separating outlet glaciers from main ice sheets remains problematic. In the southern Asian/Himalayan region, significant differences between glacier areas in the gridded and vector versions of the dataset are furthermore present [[12](https://www.cambridge.org/core/journals/journal-of-glaciology/article/new-global-gridded-glacier-dataset-based-on-the-randolph-glacier-inventory-version-60/621E15FFA80C8B0612146022A7197AC5)].\n", + "The interpretation of what constitutes a glacier also varies due to the diverse global community that contributed to the dataset, causing inconsistencies in how features like debris-covered glaciers, tributaries, and peripheral ice bodies in Antarctica and Greenland were handled [[11](https://doi.org/10.1017/jog.2023.1)]. For example, distinguishing debris-covered ice from bedrock or separating outlet glaciers from main ice sheets remains problematic. However, in the more recent v7.0, only glaciers that are not connected or only weakly connected to the GrIS (as defined by connectivity levels lower than 2 in [[13](https://doi.org/10.5194/tc-6-1483-2012)]) are included in the dataset. For the AIS, the seperation remains, in some cases, open to discussion. In the southern Asian/Himalayan region, significant differences between glacier areas in the gridded and vector versions of the dataset are furthermore present [[12](https://doi.org/10.1017/jog.2021.28)].\n", "\n", - "Quantitative error estimates are not provided in the dataset, but [[2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)] noted that relative errors are higher for small glaciers due to their larger outline-to-area ratio. Consequently, the uncertainty in an individual glacier outline depends on the quality of the source material and the specific glacier's characteristics, even for outlines assumed to represent 2000 CE. Users should exercise caution, particularly in regions with significant debris cover or small glacier features." + "Quantitative error estimates are not provided in the dataset, but [[2](https://doi.org/10.3189/2014JoG13J176)] noted that relative errors are higher for small glaciers due to their larger outline-to-area ratio. Consequently, the uncertainty in an individual glacier outline depends on the quality of the source material and the specific glacier's characteristics, even for outlines assumed to represent 2000. Users should exercise caution, particularly in regions with significant debris cover or small glacier features." ] }, { @@ -1412,6 +1429,7 @@ "id": "57", "metadata": {}, "source": [ + "(section-4)=\n", "### 4. Short summary and take-home messages" ] }, @@ -1420,11 +1438,11 @@ "id": "58", "metadata": {}, "source": [ - "The glacier area dataset on the CDS aims to capture the spatial distribution and state of glacier outlines representative for the year 2000 CE. However, the date of digitization (i.e. the time for which the outlines are representative) can significantly deviate from 2000 CE, resulting in a systematic error. Nevertheless, the (area-weighted) mean date of origin of the glacier outlines is relatively close to 2000 CE at the global scale, although a tendency for digitization dates that are slightly more recent than 2000 CE is noted.\n", + "The glacier area dataset on the CDS aims to capture the spatial distribution and state of glacier outlines representative for the year 2000. However, the date of delineation (i.e. the time for which the outlines are representative) can significantly deviate from 2000, resulting in a systematic error. Nevertheless, the (area-weighted) mean acquisition date of the glacier outlines is relatively close to 2000 at the global scale, although a tendency for delineation dates that are slightly more recent than 2000 is noted.\n", "\n", - "When quantifying current global glacier volumes with RGI glacier areas as input data, this sytematic error has to be taken into account. The suitability of a RGI outline for current glacier ice volume estimates hence depends on (1) the deviation of the time since digitization from 2000 CE and (2) the significance of glacier area/volume changes during that period, which are influenced by changes of the local climate and the specific glacier geometries. When compared to the total global ice volume estimate by Farinotti et al. (2019), the resulting systematic error calculated in this notebook is in the order of <1% only. This makes the dataset reliable to be used as input data for current global glacier volume estimates, but the systematic error is glacier- and region-dependent. \n", + "When quantifying current global glacier volumes with RGI glacier areas as input data, this sytematic error has to be taken into account. The suitability of a RGI outline for current glacier ice volume estimates hence depends on (1) the deviation of the time since delineation from 2000 and (2) the significance of glacier area/volume changes during that period, which are influenced by changes of the local climate and the specific glacier geometries. When compared to the total global ice volume estimate by Farinotti et al. (2019) [[3](https://doi.org/10.1038/s41561-019-0300-3)], the resulting systematic error calculated in this notebook is in the order of <1% only. This makes the dataset reliable to be used as input data for current global glacier volume estimates, but the systematic error is glacier- and region-dependent. \n", "\n", - "Additional factors to take into account are, amongst others, supraglacial debris, which often leads to underestimation of glacier area in debris-covered regions such as High Mountain Asia, and variation in how features like glacier tributaries and peripheral ice bodies are interpreted. Furthermore, although no quantitative error estimates are provided with the data, small glaciers tend to have higher relative errors [[3](https://www.nature.com/articles/s41561-019-0300-3)]. When fed into glaciological and/or hydrological models, users are thus advized to compare the glacier area data of the region(s) (or individual glacier) of interest with other reliable glacier datasets (or local glacier inventories) and remote sensing data to validate and cross-check them with the RGI data." + "Additional factors to take into account are, amongst others, supraglacial debris, which often leads to underestimation of glacier area in debris-covered regions such as High Mountain Asia. Furthermore, although no quantitative error estimates are provided with the data, small glaciers tend to have higher relative errors [[2](https://doi.org/10.3189/2014JoG13J176)]. When fed into glaciological and/or hydrological models, users are thus advized to take into account these considerations." ] }, { @@ -1470,27 +1488,29 @@ "source": [ "- [[1](https://www.glims.org/RGI/randolph60.html)] RGI Consortium (2017). Randolph Glacier Inventory – A Dataset of Global Glacier Outlines: Version 6.0: Technical Report, Global Land Ice Measurements from Space, Colorado, USA. Digital Media. doi: 10.7265/N5-RGI-60.\n", "\n", - "- [[2](https://www.cambridge.org/core/journals/journal-of-glaciology/article/randolph-glacier-inventory-a-globally-complete-inventory-of-glaciers/730D4CC76E0E3EC1832FA3F4D90691CE)] Pfeffer, W. T., Arendt, A. A., Bliss, A., Bolch, T., Cogley, J. G., Gardner, A. S., Hagen, J. O., Hock, R., Kaser, G., Kienholz, C., Miles, E. S., Moholdt, G., Mölg, N., Paul, F., Radić, V., Rastner, P., Raup, B. H., Rich, J., Sharp, M. J., and Glasser, N. (2014). The Randolph Glacier Inventory: A globally complete inventory of glaciers, Journal of Glaciology, 60(221), 537-552. doi: 10.3189/2014JoG13J176.\n", + "- [[2](https://doi.org/10.3189/2014JoG13J176)] Pfeffer, W. T., Arendt, A. A., Bliss, A., Bolch, T., Cogley, J. G., Gardner, A. S., Hagen, J. O., Hock, R., Kaser, G., Kienholz, C., Miles, E. S., Moholdt, G., Mölg, N., Paul, F., Radić, V., Rastner, P., Raup, B. H., Rich, J., Sharp, M. J., and Glasser, N. (2014). The Randolph Glacier Inventory: A globally complete inventory of glaciers, Journal of Glaciology, 60(221), 537-552. doi: 10.3189/2014JoG13J176.\n", + "\n", + "- [[3](https://doi.org/10.1038/s41561-019-0300-3)] Farinotti, D., Huss, M., Fürst, J. J., Landmann, J., Machguth, H., Maussion, F., and Pandit, A. (2019). A consensus estimate for the ice thickness distribution of all glaciers on Earth. Nature Geoscience, 12(3), 168-173. doi: 10.1038/s41561-019-0300-3.\n", "\n", - "- [[3](https://www.nature.com/articles/s41561-019-0300-3)] Farinotti, D., Huss, M., Fürst, J. J., Landmann, J., Machguth, H., Maussion, F., and Pandit, A. (2019). A consensus estimate for the ice thickness distribution of all glaciers on Earth. Nature Geoscience, 12(3), 168-173. doi: 10.1038/s41561-019-0300-3.\n", + "- [[4](https://doi.org/10.1029/2012JF002523)] Huss, M., and Farinotti, D. (2012). Distributed ice thickness and volume of all glaciers around the globe, Journal of Geophysical Research, 117, F04010. doi: 10.1029/2012JF002523.\n", "\n", - "- [[4](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2012JF002523)] Huss, M., and Farinotti, D. (2012). Distributed ice thickness and volume of all glaciers around the globe, Journal of Geophysical Research, 117, F04010. doi: 10.1029/2012JF002523.\n", + "- [[5](https://doi.org/10.5194/tc-6-1295-2012)] Marzeion, B., Jarosch, A. H., and Hofer, M. (2012). Past and future sea-level change from the surface mass balance of glaciers, The Cryosphere, 6, 1295–1322. doi: 10.5194/tc-6-1295-2012.\n", "\n", - "- [[5](https://tc.copernicus.org/articles/6/1295/2012/)] Marzeion, B., Jarosch, A. H., and Hofer, M. (2012). Past and future sea-level change from the surface mass balance of glaciers, The Cryosphere, 6, 1295–1322. doi: 10.5194/tc-6-1295-2012.\n", + "- [[6](https://doi.org/10.3189/2015JoG15J017)] Zemp, M., Frey, H., Gärtnew-Roer, I., Nussbaumer, S. U., Helzle, M., Paul, F., Haeberli, W., Denzinger, F., Ahlstrøm, A. P., Anderson, B., Bajracharya, S., Baroni, C., Braun, L. N., Cáceres, B. E., Casassa, G., Cobos, G., Dávila, L. R., Delgado Granados, H., Demuth, M. N., Espizua, L., Fischer, A., Fujita, K., Gadek, B., Ghazanfar, A., Hagen, J. O., Holmlund, P., Karimi, N., Li, Z., Pelto, M., Pitte, P., Popovnin, V. V., Portocarrero, C. A., Prinz, R., Sangewar, C. V., Severskiy, I., Sigurdsson, O., Soruco, A., Usubaliev, R., and Vincent, C. (2015). Historically unprecedented global glacier decline in the early 21st century, Journal of Glaciology, 61, 745-762. doi: 10.3189/2015JoG15J017.\n", "\n", - "- [[6](https://www.cambridge.org/core/journals/journal-of-glaciology/article/historically-unprecedented-global-glacier-decline-in-the-early-21st-century/2F1E3ACB111A03F9BA83D11439F5D681)] Zemp, M., Frey, H., Gärtnew-Roer, I., Nussbaumer, S. U., Helzle, M., Paul, F., Haeberli, W., Denzinger, F., Ahlstrøm, A. P., Anderson, B., Bajracharya, S., Baroni, C., Braun, L. N., Cáceres, B. E., Casassa, G., Cobos, G., Dávila, L. R., Delgado Granados, H., Demuth, M. N., Espizua, L., Fischer, A., Fujita, K., Gadek, B., Ghazanfar, A., Hagen, J. O., Holmlund, P., Karimi, N., Li, Z., Pelto, M., Pitte, P., Popovnin, V. V., Portocarrero, C. A., Prinz, R., Sangewar, C. V., Severskiy, I., Sigurdsson, O., Soruco, A., Usubaliev, R., and Vincent, C. (2015). Historically unprecedented global glacier decline in the early 21st century, Journal of Glaciology, 61, 745-762. doi: 10.3189/2015JoG15J017.\n", + "- [[7](https://doi.org/10.1016/j.accre.2020.03.003)] Li, Y. J., Ding, Y. J., Shangguan, D. H., and Wang, R. J. (2019). Regional differences in global glacier retreat from 1980 to 2015, Advances in Climate Change Research, 10(4), 203–213. doi: 10.1016/j.accre.2020.03.003.\n", "\n", - "- [[7](https://www.sciencedirect.com/science/article/pii/S1674927820300058)] Li, Y. J., Ding, Y. J., Shangguan, D. H., and Wang, R. J. (2019). Regional differences in global glacier retreat from 1980 to 2015, Advances in Climate Change Research, 10(4), 203–213. doi: 10.1016/j.accre.2020.03.003.\n", + "- [[8](https://doi.org/10.5194/tc-8-659-2014)] Leclercq, P. W., Oerlemans, J., Basagic, H. J., Bushueva, I., Cook, A. J., and Le Bris, R. (2014). A data set of worldwide glacier length fluctuations, Cryosphere, 2014(8), 659–672. doi: 10.5194/tc-8-659-2014.\n", "\n", - "- [[8](https://tc.copernicus.org/articles/8/659/2014/)] Leclercq, P. W., Oerlemans, J., Basagic, H. J., Bushueva, I., Cook, A. J., and Le Bris, R. (2014). A data set of worldwide glacier length fluctuations, Cryosphere, 2014(8), 659–672. doi: 10.5194/tc-8-659-2014.\n", + "- [[9](https://doi.org/10.5194/tc-7-877-2013)] Huss, M. (2013). Density assumptions for converting geodetic glacier volume change to mass change, The Cryosphere, 7, 877–887, doi: 10.5194/tc-7-877-2013.\n", "\n", - "- [[9](https://tc.copernicus.org/articles/7/877/2013/tc-7-877-2013.html)] Huss, M. (2013). Density assumptions for converting geodetic glacier volume change to mass change, The Cryosphere, 7, 877–887, doi: 10.5194/tc-7-877-2013.\n", + "- [[10](https://doi.org/10.3189/2013AoG63A296)] Paul, F., Barrand, N. E., Baumann, S., Berthier, E., Bolch, T., Casey, K., Frey, H., Joshi, S. P., Konovalov, V., Le Bris, R., Mölg, N., Nosenko, G., Nuth, C., Pope, A., Racoviteanu, A., Rastner, P., Raup, B., Scharrer, K., Steffen, S., and Winsvold, S. (2013). On the Accuracy of Glacier Outlines Derived from Remote-Sensing Data. Annals of Glaciology, 54(63), 171–82. doi: 10.3189/2013AoG63A296.\n", "\n", - "- [[10](https://www.cambridge.org/core/journals/annals-of-glaciology/article/on-the-accuracy-of-glacier-outlines-derived-from-remotesensing-data/D9EF9B9A26CEF34970C4F4924C19CE93)] Paul, F., Barrand, N. E., Baumann, S., Berthier, E., Bolch, T., Casey, K., Frey, H., Joshi, S. P., Konovalov, V., Le Bris, R., Mölg, N., Nosenko, G., Nuth, C., Pope, A., Racoviteanu, A., Rastner, P., Raup, B., Scharrer, K., Steffen, S., and Winsvold, S. (2013). On the Accuracy of Glacier Outlines Derived from Remote-Sensing Data. Annals of Glaciology, 54(63), 171–82. doi: 10.3189/2013AoG63A296.\n", + "- [[11](https://doi.org/10.1017/jog.2023.1)] Hock, R., Maussion, F., Marzeion, B., and Nowicki, S. (2022). What is the global glacier ice volume outside the ice sheets? Journal of Glaciology, 69(273), 204–10. doi: 10.1017/jog.2023.1.\n", "\n", - "- [[11](https://www.cambridge.org/core/journals/journal-of-glaciology/article/what-is-the-global-glacier-ice-volume-outside-the-ice-sheets/AB9CE3BDB3741B44B6A2A94FAB28A83B)] Hock, R., Maussion, F., Marzeion, B., and Nowicki, S. (2022). What is the global glacier ice volume outside the ice sheets? Journal of Glaciology, 69(273), 204–10. doi: 10.1017/jog.2023.1.\n", + "- [[12](https://doi.org/10.1017/jog.2021.28)] Li, Y. J., Li, F., Shangguan, D. H., Ding, Y. J. (2021). A New Global Gridded Glacier Dataset Based on the Randolph Glacier Inventory Version 6.0. Journal of Glaciology, 67 (2021), 773–76. doi: 10.1017/jog.2021.28.\n", "\n", - "- [[12](https://www.cambridge.org/core/journals/journal-of-glaciology/article/new-global-gridded-glacier-dataset-based-on-the-randolph-glacier-inventory-version-60/621E15FFA80C8B0612146022A7197AC5)] Li, Y. J., Li, F., Shangguan, D. H., Ding, Y. J. (2021). A New Global Gridded Glacier Dataset Based on the Randolph Glacier Inventory Version 6.0. Journal of Glaciology, 67 (2021), 773–76. doi: 10.1017/jog.2021.28." + "- [[13](https://doi.org/10.5194/tc-6-1483-2012)] Rastner, P., Bolch, T., Mölg, N., Machguth, H., Le Bris, R., and Paul, F. (2012). The first complete inventory of the local glaciers and ice caps on Greenland, The Cryosphere, 6, 1483–1495, https://doi.org/10.5194/tc-6-1483-2012" ] } ], @@ -1505,7 +1525,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.11" + "version": "3.11.13" } }, "nbformat": 4,