diff --git a/doc/sphinx/openquake.hazardlib.gsim.rst b/doc/sphinx/openquake.hazardlib.gsim.rst index 3b919198927c..a535c2ac6aae 100644 --- a/doc/sphinx/openquake.hazardlib.gsim.rst +++ b/doc/sphinx/openquake.hazardlib.gsim.rst @@ -904,6 +904,14 @@ nga_east :undoc-members: :show-inheritance: +novakovic_2018 +------------------------------------------ + +.. automodule:: openquake.hazardlib.gsim.novakovic_2018 + :members: + :undoc-members: + :show-inheritance: + nrcan15_site_term ------------------------------------------ diff --git a/openquake/hazardlib/gsim/novakovic_2018.py b/openquake/hazardlib/gsim/novakovic_2018.py new file mode 100644 index 000000000000..819226c194f2 --- /dev/null +++ b/openquake/hazardlib/gsim/novakovic_2018.py @@ -0,0 +1,239 @@ +# -*- coding: utf-8 -*- +# vim: tabstop=4 shiftwidth=4 softtabstop=4 +# +# Copyright (C) 2022 GEM Foundation +# +# OpenQuake is free software: you can redistribute it and/or modify it +# under the terms of the GNU Affero General Public License as published +# by the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# OpenQuake is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU Affero General Public License for more details. +# +# You should have received a copy of the GNU Affero General Public License +# along with OpenQuake. If not, see . + +""" +Module exports :class:`NovakovicEtAl2018` +""" + +import os +import pathlib +import numpy as np +from openquake.hazardlib import const +from openquake.hazardlib.imt import PGA, PGV, SA +from openquake.hazardlib.gsim.base import CoeffsTable, GMPE +from openquake.hazardlib.gsim.boore_2014 import BooreEtAl2014 +from openquake.hazardlib.gsim.yenier_atkinson_2015 import ( + get_fs_SeyhanStewart2014) + +TFP = pathlib.Path(__file__).parent.absolute() + + +def _magnitude_scaling(C, mag): + """ Magnitude scaling as described in eq. 4 """ + fm = np.zeros_like(mag) + dff = (mag - C['Mh']) + idx = mag <= C['Mh'] + fm[idx] = C['e0'] + C['e1'] * dff[idx] + C['e2'] * dff[idx]**2 + idx = mag > C['Mh'] + fm[idx] = C['e0'] + C['e3'] * dff[idx] + return fm + + +def _stress_param_scaling(C, d_sigma, mag): + """ Stress scaling as defined in eq. 6 """ + fs = np.zeros_like(mag) + idx = d_sigma <= 100 + fs[idx] = (C['s0'] + C['s1'] * mag[idx] + C['s2'] * mag[idx]**2 + + C['s3'] * mag[idx]**3 + C['s4'] * mag[idx]**4) + idx = d_sigma > 100 + fs[idx] = (C['s5'] + C['s6'] * mag[idx] + C['s7'] * mag[idx]**2 + + C['s8'] * mag[idx]**3 + C['s9'] * mag[idx]**4) + return fs*np.log(d_sigma/100) + + +def _source_scaling(C, d_sigma, mag, hypo_depth): + """ Source scaling as per eq. 3 """ + if d_sigma is None: + # Implements eq. 11 in Novokovic et al. 2018 + t1 = 0.097*(hypo_depth-10) + t2 = 1.329*(mag-5.1) + d_sigma = np.exp(5.65+np.minimum(0, t1)+np.minimum(0, t2)) + elif not hasattr(d_sigma, "__len__"): + d_sigma = np.zeros_like(mag) * d_sigma + return _magnitude_scaling(C, mag) + _stress_param_scaling(C, d_sigma, mag) + + +def _geometric_spreading(C, rrup, mag): + + # Effective depth + heff = 10**(-0.405+0.235*mag) + r = (rrup**2 + heff**2)**0.5 + rref = (1+heff**2)**0.5 + + # Transition distances [km]. See right column page 5 + rt1 = 45 + rt2 = 200 + + # Compute the spreading function + fz = np.zeros_like(rrup) + + idx = r <= rt1 + fz[idx] = r[idx]**-1.3 + + idx = (r > rt1) & (r <= rt2) + fz[idx] = rt1**-1.3 * (r[idx]/rt1)**-0.05 + + idx = (r > rt2) + fz[idx] = rt1**-1.3 * (rt2/rt1)**-0.05 * (r[idx]/rt2)**-0.5 + + return np.log(fz) + (C['b3'] + C['b4'] * mag) * np.log(r/rref) + + +def _anelastic_attenuation_term(gamma, rrup): + """ Compute anelastic attenuation """ + return gamma * rrup + + +def get_gm_rock(C, ctx, d_sigma, REA): + """ Compute ground-motion on bedrock """ + gamma = REA['gamma'] + calibration_factor = REA['C'] + gm = (_source_scaling(C, d_sigma, ctx.mag, ctx.hypo_depth) + + _geometric_spreading(C, ctx.rrup, ctx.mag) + + _anelastic_attenuation_term(gamma, ctx.rrup) + + calibration_factor + ) + return gm + + +class NovakovicEtAl2018(GMPE): + """ + Implements the model of Novakovic et al. (2018) as described in: + - Novakovic et al. (2018) "Empirically Calibrated Ground-Motion + Prediction Equation for Oklahoma" - doi: 10.1785/0120170331 + - Novakovic et al. (2020) "Empirically Calibrated Ground-Motion + Prediction Equation for Oklahoma" - + + Note that the default parameters used are for OK i.e. when the region_fle + is left empty, the default file used is `novakovic_2018_reg_adj_ok.txt` + + :param d_sigma: + The stress-drop [bar] + :param region_fle: + A .txt file (with the same formats of a coefficient table) containing + the regional adjustements + """ + + #: This is ground-motion model for induced seismicity earthquakes by + #: wastewater injection + DEFINED_FOR_TECTONIC_REGION_TYPE = const.TRT.INDUCED + + #: Supported intensity measure types are spectral acceleration, peak + #: ground velocity and peak ground acceleration + DEFINED_FOR_INTENSITY_MEASURE_TYPES = {PGA, PGV, SA} + + #: Supported intensity measure component is geometric-mean + DEFINED_FOR_INTENSITY_MEASURE_COMPONENT = const.IMC.GEOMETRIC_MEAN + + #: Supported standard deviation types are inter-event, intra-event + #: and total. This information must be provided in the regional adjustment + #: file + DEFINED_FOR_STANDARD_DEVIATION_TYPES = {const.StdDev.TOTAL, + const.StdDev.INTER_EVENT, + const.StdDev.INTRA_EVENT} + + #: Required site parameter is Vs30 + REQUIRES_SITES_PARAMETERS = {'vs30'} + + #: Required rupture parameter is magnitude + REQUIRES_RUPTURE_PARAMETERS = {'mag', 'hypo_depth'} + + #: Required distance measures is Rrup + REQUIRES_DISTANCES = {'rrup'} + + def __init__(self, d_sigma=None, region_fle=None, site_term=True, + **kwargs): + super().__init__(d_sigma=d_sigma, region_fle=region_fle, + site_term=site_term, **kwargs) + self.d_sigma = d_sigma + self.site_term = site_term + + # Read the file and create the coefficient table for the regional + # adjustment + if region_fle is None: + region_fle = os.path.join(TFP, 'novakovic_2018_reg_adj_ok.txt') + with open(region_fle, 'r') as fle: + data = fle.read() + self.REA = CoeffsTable(sa_damping=5, table=data) + + # Boore et al. coefficients, used in the site model. + self.BEA14 = BooreEtAl2014.COEFFS + + def compute(self, ctx: np.recarray, imts, mean, sig, tau, phi): + """ Compute mean """ + + # Compute PGA on rock. This is used for computing the soil term. + imt = PGA() + C = self.COEFFS[imt] + CR = self.REA[imt] + pga_rock = np.exp(get_gm_rock(C, ctx, self.d_sigma, CR)) + + # Compute ground-motion on soil. + for m, imt in enumerate(imts): + + # Get the mean + C = self.COEFFS[imt] + CR = self.REA[imt] + mean[m] = get_gm_rock(C, ctx, self.d_sigma, CR) + + # Site term + if self.site_term: + TMP = self.BEA14[imt] + mean[m] += get_fs_SeyhanStewart2014(TMP, imt, pga_rock, + ctx.vs30) + + # Standard deviations + tau[m] = np.ones_like(tau[m]) * CR['between_event'] + phi[m] = np.ones_like(tau[m]) * CR['within_event'] + sig[m] = (tau[m]**2 + phi[m]**2)**0.5 + + COEFFS = CoeffsTable(sa_damping=5, table="""\ + IMT Mh e0 e1 e2 e3 b3 b4 s0 s1 s2 s3 s4 s5 s6 s7 s8 s9 + PGA 5.85 2.2156 0.6859 -0.1393 0.7656 -0.6187 0.0603 -2.1315 1.937 -0.504 0.0582 -0.0024982 -1.4442 1.2353 -0.2851 0.0302 -0.0012 + PGV 5.9 5.9604 1.03 -0.1651 1.0789 -0.5785 0.0574 -2.2458 1.9508 -0.5181 0.0614 -0.0027251 -1.7584 1.3793 -0.3256 0.035 -0.0014 + 0.0199999996 5.9006 2.3793 0.6997 -0.1067 0.7489 -0.6376 0.0625 -1.1697 1.2816 -0.3364 0.0394 -0.0017102453 -1.2719 1.2532 -0.3167 0.0362 -0.0015 + 0.0219635405 5.9431 2.4579 0.693 -0.1015 0.7457 -0.6346 0.0618 -1.3148 1.4061 -0.3734 0.044 -0.0019214568 -1.3553 1.3063 -0.327 0.0368 -0.0016 + 0.0273298714 6.0306 2.6519 0.6779 -0.0941 0.7403 -0.6166 0.0587 -1.3383 1.4345 -0.3818 0.045 -0.0019621246 -1.8281 1.6476 -0.4136 0.0462 -0.0019 + 0.032959789 6.0191 2.7818 0.6747 -0.0967 0.7387 -0.585 0.0537 -0.991 1.1522 -0.2983 0.0344 -0.0014775553 -2.5924 2.2044 -0.5609 0.0632 -0.0026 + 0.0423190892 5.6497 2.6877 0.707 -0.123 0.7426 -0.5387 0.0468 -0.8906 1.0319 -0.2551 0.0283 -0.0011791884 -3.5399 2.8211 -0.7093 0.0789 -0.0033 + 0.0494804569 5.3764 2.5728 0.7181 -0.1604 0.7536 -0.5115 0.043 -0.9678 0.9945 -0.2209 0.0217 -0.0007889064 -4.1732 3.2534 -0.8208 0.0917 -0.0038 + 0.0655307993 5.625 2.889 0.7003 -0.1696 0.7602 -0.4634 0.0361 -2.3368 2.0173 -0.5053 0.0563 -0.0023391122 -3.8552 2.8013 -0.6513 0.0673 -0.0026 + 0.0815660655 5.2451 2.612 0.7566 -0.2428 0.7864 -0.4174 0.0302 -3.6821 2.9469 -0.7444 0.0832 -0.0034585228 -3.0859 2.1292 -0.4532 0.0429 -0.0015 + 0.098328419 5.4332 2.7636 0.7155 -0.2604 0.7935 -0.3807 0.0252 -4.0209 3.0878 -0.761 0.0833 -0.0033984683 -2.5045 1.6147 -0.3024 0.0246 -0.0007 + 0.1262626201 5.3609 2.6555 0.7327 -0.3243 0.8098 -0.3575 0.0225 -4.157 3.09 -0.745 0.0801 -0.0032210921 -1.4994 0.7291 -0.042 -0.0072 0.0007 + 0.1569858789 5.2587 2.4809 0.8026 -0.3823 0.8382 -0.3289 0.0194 -3.9816 2.8425 -0.6577 0.0683 -0.0026638928 -0.3022 -0.2533 0.2336 -0.0398 0.0021 + 0.1953125 5.4307 2.5414 0.818 -0.3859 0.8423 -0.2908 0.0143 -2.8318 1.8381 -0.3622 0.0321 -0.0010772438 0.7143 -1.0055 0.4204 -0.0591 0.0028 + 0.2512562871 5.6059 2.5206 0.8664 -0.3771 0.8783 -0.2423 0.0091 -1.733 0.9565 -0.1244 0.0052 0.0000218818 1.7886 -1.7704 0.6066 -0.0782 0.0035 + 0.3030303121 5.8482 2.6187 0.8513 -0.3634 0.8798 -0.2146 0.0059 -0.2401 -0.1858 0.1799 -0.0293 0.0014404841 2.1854 -1.9496 0.6164 -0.075 0.0032 + 0.3322259188 5.9569 2.6486 0.8482 -0.3573 0.8836 -0.2049 0.0051 0.5148 -0.7513 0.3278 -0.0457 0.0021057417 2.3083 -1.9797 0.6052 -0.0716 0.003 + 0.375939846 6.0872 2.6658 0.8495 -0.3503 0.8924 -0.1966 0.0049 1.5292 -1.4975 0.5194 -0.0666 0.0029394061 2.385 -1.9513 0.5719 -0.0649 0.0026 + 0.4694835544 6.2216 2.5819 0.8752 -0.348 0.9119 -0.2037 0.0075 3.3782 -2.86 0.8753 -0.1067 0.0045977338 1.3014 -0.8769 0.2053 -0.014 0.0001 + 0.5 6.2509 2.5469 0.8848 -0.3483 0.9178 -0.2078 0.0085 3.9137 -3.2548 0.9791 -0.1185 0.0050909007 0.8735 -0.4705 0.0707 0.0044 -0.0008 + 0.5847952962 6.4552 2.5866 0.8799 -0.3295 0.9223 -0.2195 0.0116 3.7737 -3.015 0.874 -0.1018 0.0042109804 -0.0375 0.3569 -0.1908 0.0384 -0.0024 + 0.7246376872 6.7311 2.6414 0.8936 -0.3015 0.9068 -0.2413 0.0166 2.9309 -2.1566 0.5764 -0.06 0.0021569513 -1.4537 1.5845 -0.5622 0.0848 -0.0044 + 0.9009009004 6.6235 2.2857 1.1469 -0.2652 0.9442 -0.277 0.0238 1.6778 -1.0035 0.2079 -0.0115 -0.0000997096 -3.4097 3.1906 -1.0274 0.1412 -0.0068 + 0.9900990129 6.4642 2.0102 1.3242 -0.2472 0.9798 -0.2957 0.0273 1.116 -0.5002 0.0514 0.0085 -0.0010035093 -4.3861 3.9802 -1.2537 0.1685 -0.008 + 1.1235954762 6.5833 1.9969 1.3605 -0.2279 0.9907 -0.3209 0.0321 -0.5218 0.8676 -0.3544 0.0593 -0.0032785707 -4.9268 4.3684 -1.3471 0.1772 -0.0083 + 1.3888888359 6.73 1.8972 1.4604 -0.1919 1.0225 -0.3618 0.0399 -3.4682 3.2873 -1.0605 0.1461 -0.0071120951 -5.5938 4.8102 -1.439 0.1833 -0.0083 + 1.7543859482 6.71 1.5588 1.6329 -0.1544 1.108 -0.4042 0.0478 -5.7412 5.0899 -1.5655 0.2054 -0.0095954046 -5.9214 4.9748 -1.4514 0.1799 -0.0079 + 1.9607843161 6.6563 1.2828 1.7362 -0.134 1.1836 -0.4321 0.053 -6.5491 5.697 -1.7236 0.2222 -0.0102122375 -6.0007 4.984 -1.4353 0.1753 -0.0076 + 2.7027027607 6.695 0.7877 1.852 -0.1018 1.3351 -0.4919 0.0638 -7.9988 6.7253 -1.9714 0.2457 -0.0109460534 -4.5705 3.6687 -1.0001 0.1144 -0.0046 + 3.3333332539 6.7271 0.4494 1.9171 -0.084 1.4521 -0.5278 0.0702 -7.6498 6.3092 -1.8048 0.2188 -0.0094611053 -3.5814 2.7948 -0.7224 0.0771 -0.0028 + 4.1666669846 6.8479 0.2606 1.941 -0.0723 1.5209 -0.5568 0.0751 -6.9827 5.6453 -1.5705 0.1843 -0.0076800415 -2.3926 1.7661 -0.4021 0.0348 -0.0008 + 5.2631578445 6.8927 -0.0689 1.9793 -0.061 1.5919 -0.5823 0.0793 -6.1625 4.8839 -1.3179 0.149 -0.0059499122 -1.2368 0.7939 -0.1084 -0.0028 0.0009 +""") diff --git a/openquake/hazardlib/gsim/novakovic_2018_reg_adj_ok.txt b/openquake/hazardlib/gsim/novakovic_2018_reg_adj_ok.txt new file mode 100644 index 000000000000..e9b8f6b69d78 --- /dev/null +++ b/openquake/hazardlib/gsim/novakovic_2018_reg_adj_ok.txt @@ -0,0 +1,33 @@ + IMT gamma C between_event within_event + PGA -0.0026198495 0.07 0.5033108632 0.4132596786 + PGV -0.0009722153 0.1191286039 0.5218346728 0.4201627477 + 0.0199999996 -0.00255097 0.08 0.434517978 0.4060360257 + 0.0219635405 -0.0028655081 0.08 0.4414650842 0.3960467911 + 0.0273298714 -0.0034860522 0.08 0.4333902534 0.3867789171 + 0.032959789 -0.0042059881 0.08 0.4213125462 0.3805845429 + 0.0423190892 -0.0044267695 0.08 0.4201842329 0.3830262601 + 0.0494804569 -0.0044325523 0.08 0.4051732725 0.4052914118 + 0.0655307993 -0.0041926128 0.08 0.4061046682 0.4189639835 + 0.0815660655 -0.0038927948 0.08 0.4166794867 0.4301011881 + 0.098328419 -0.0031189701 0.0102586629 0.4363099086 0.4483243649 + 0.1262626201 -0.0025450292 -0.1249768508 0.4506224218 0.4482847142 + 0.1569858789 -0.0021024299 -0.2131696916 0.4685743049 0.4456731952 + 0.1953125 -0.0017635881 -0.2739478626 0.4880250263 0.4374072177 + 0.2512562871 -0.0016948487 -0.3096184536 0.5017809999 0.4319409058 + 0.3030303121 -0.0017549953 -0.3122492314 0.5031615655 0.4341153155 + 0.3322259188 -0.0016670155 -0.3060775059 0.5094457446 0.4294465128 + 0.375939846 -0.0015842365 -0.290042382 0.5212705395 0.4151955707 + 0.4694835544 -0.0016584356 -0.2388984573 0.5216041819 0.4183429195 + 0.5 -0.0016893773 -0.2191873429 0.5249416622 0.4014083855 + 0.5847952962 -0.0018834057 -0.1601611579 0.516858075 0.3844761797 + 0.7246376872 -0.002157149 -0.0562637714 0.5106123405 0.3724612944 + 0.9009009004 -0.0021038828 0.0765675914 0.5031367782 0.3696910047 + 0.9900990129 -0.0020271071 0.15 0.4876053871 0.368773653 + 1.1235954762 -0.0018837626 0.2394754008 0.487993558 0.3877953884 + 1.3888888359 -0.0016322396 0.4224532666 0.4786530161 0.3847323206 + 1.7543859482 -0.0015635434 0.45 0.4727133286 0.371490858 + 1.9607843161 -0.0021356429 0.45 0.4839068978 0.4164243111 + 2.7027027607 -0.0021871105 0.45 0.4866971251 0.4494510531 + 3.3333332539 -0.0022166733 0.45 0.4900662522 0.4689174463 + 4.1666669846 -0.0019570766 0.45 0.4923298711 0.4666122378 + 5.2631578445 -0.0017023626 0.45 0.4877104075 0.4577538742 \ No newline at end of file diff --git a/openquake/hazardlib/tests/gsim/data/NEA18/NEA18_MEAN.csv b/openquake/hazardlib/tests/gsim/data/NEA18/NEA18_MEAN.csv new file mode 100644 index 000000000000..9630a219540a --- /dev/null +++ b/openquake/hazardlib/tests/gsim/data/NEA18/NEA18_MEAN.csv @@ -0,0 +1,251 @@ +rup_mag,rup_hypo_depth,result_type,damping,site_vs30,dist_rrup,4.166667,3.333333,2.702703,1.960784,1.754386,1.388889,1.123596,1.000000,0.900901,0.724638,0.584795,0.500000,0.469484,0.375940,0.332226,0.303030,0.251256,0.195312,0.156986,0.126263,0.098328,0.081566,0.065531,0.049480,0.042319,0.032960,0.027330,0.021964,0.020000,pgv,pga 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shiftwidth=4 softtabstop=4 +# +# Copyright (C) 2012-2022 GEM Foundation +# +# OpenQuake is free software: you can redistribute it and/or modify it +# under the terms of the GNU Affero General Public License as published +# by the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# OpenQuake is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU Affero General Public License for more details. +# +# You should have received a copy of the GNU Affero General Public License +# along with OpenQuake. If not, see . + +from openquake.hazardlib.gsim.novakovic_2018 import ( + NovakovicEtAl2018) +from openquake.hazardlib.tests.gsim.utils import BaseGSIMTestCase + +# Verification tables created using the .xls spreadsheet provided as an +# elctronic supplement to the BSSA paper + + +class NovakovicEtAl2018Test(BaseGSIMTestCase): + GSIM_CLASS = NovakovicEtAl2018 + + def test_mean(self): + self.check('NEA18/NEA18_MEAN.csv', max_discrep_percentage=2.0)