Source code for openquake.hazardlib.gsim.campbell_bozorgnia_2014

# -*- coding: utf-8 -*-
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"""
Module exports :class:`CampbellBozorgnia2014`
               :class:`CampbellBozorgnia2014HighQ`
               :class:`CampbellBozorgnia2014LowQ`
               :class:`CampbellBozorgnia2014JapanSite`
               :class:`CampbellBozorgnia2014HighQJapanSite`
               :class:`CampbellBozorgnia2014LowQJapanSite`
"""
from __future__ import division

import numpy as np
from math import exp, radians, cos
from openquake.hazardlib.gsim.base import GMPE, CoeffsTable
from openquake.hazardlib import const
from openquake.hazardlib.imt import PGA, PGV, SA

NON_JAPAN_CONSTS = {"c8": 0.0,
                    "h4": 1.0,
                    "c": 1.88,
                    "n": 1.18,
                    "philnAF": 0.3,
                    "SJ": 0}

JAPAN_CONSTS = {"c8": 0.0,
                "h4": 1.0,
                "c": 1.88,
                "n": 1.18,
                "philnAF": 0.3,
                "SJ": 1}


[docs]class CampbellBozorgnia2014(GMPE): """ Implements NGA-West 2 GMPE developed by Kenneth W. Campbell and Yousef Bozorgnia, published as "NGA-West2 Ground Motion Model for the Average Horizontal Components of PGA, PGV, and 5 % Damped Linear Acceleration Response Spectra" (2014, Earthquake Spectra, Volume 30, Number 3, pages 1087 - 1115). """ #: Supported tectonic region type is active shallow crust DEFINED_FOR_TECTONIC_REGION_TYPE = const.TRT.ACTIVE_SHALLOW_CRUST #: Supported intensity measure types are spectral acceleration, peak #: ground velocity and peak ground acceleration DEFINED_FOR_INTENSITY_MEASURE_TYPES = set([ PGA, PGV, SA ]) #: Supported intensity measure component is orientation-independent #: average horizontal :attr:`~openquake.hazardlib.const.IMC.GMRotI50` DEFINED_FOR_INTENSITY_MEASURE_COMPONENT = const.IMC.RotD50 #: Supported standard deviation types are inter-event, intra-event #: and total, see section "Aleatory Variability Model", page 1094. DEFINED_FOR_STANDARD_DEVIATION_TYPES = set([ const.StdDev.TOTAL, const.StdDev.INTER_EVENT, const.StdDev.INTRA_EVENT ]) #: Required site parameters are Vs30, Vs30 type (measured or inferred), #: and depth (km) to the 2.5 km/s shear wave velocity layer (z2pt5) REQUIRES_SITES_PARAMETERS = set(('vs30', 'z2pt5')) #: Required rupture parameters are magnitude, rake, dip, ztor, rupture #: width and hypocentral depth REQUIRES_RUPTURE_PARAMETERS = set(('mag', 'rake', 'dip', 'ztor', 'width', 'hypo_depth')) #: Required distance measures are Rrup, Rjb and Rx REQUIRES_DISTANCES = set(('rrup', 'rjb', 'rx'))
[docs] def get_mean_and_stddevs(self, sites, rup, dists, imt, stddev_types): """ See :meth:`superclass method <.base.GroundShakingIntensityModel.get_mean_and_stddevs>` for spec of input and result values. """ # extract dictionaries of coefficients specific to required # intensity measure type and for PGA C = self.COEFFS[imt] C_PGA = self.COEFFS[PGA()] # Get mean and standard deviation of PGA on rock (Vs30 1100 m/s^2) pga1100 = np.exp(self.get_mean_values(C_PGA, sites, rup, dists, None)) # Get mean and standard deviations for IMT mean = self.get_mean_values(C, sites, rup, dists, pga1100) if isinstance(imt, SA) and (imt.period <= 0.25): # According to Campbell & Bozorgnia (2013) [NGA West 2 Report] # If Sa (T) < PGA for T < 0.25 then set mean Sa(T) to mean PGA # Get PGA on soil pga = self.get_mean_values(C_PGA, sites, rup, dists, pga1100) idx = mean <= pga mean[idx] = pga[idx] # Get standard deviations stddevs = self._get_stddevs(C, C_PGA, rup, sites, pga1100, stddev_types) return mean, stddevs
[docs] def get_mean_values(self, C, sites, rup, dists, a1100): """ Returns the mean values for a specific IMT """ if isinstance(a1100, np.ndarray): # Site model defined temp_vs30 = sites.vs30 temp_z2pt5 = sites.z2pt5 else: # Default site and basin model temp_vs30 = 1100.0 * np.ones(len(sites.vs30)) temp_z2pt5 = self._select_basin_model(1100.0) *\ np.ones_like(temp_vs30) return (self._get_magnitude_term(C, rup.mag) + self._get_geometric_attenuation_term(C, rup.mag, dists.rrup) + self._get_style_of_faulting_term(C, rup) + self._get_hanging_wall_term(C, rup, dists) + self._get_shallow_site_response_term(C, temp_vs30, a1100) + self._get_basin_response_term(C, temp_z2pt5) + self._get_hypocentral_depth_term(C, rup) + self._get_fault_dip_term(C, rup) + self._get_anelastic_attenuation_term(C, dists.rrup))
def _get_magnitude_term(self, C, mag): """ Returns the magnitude scaling term defined in equation 2 """ f_mag = C["c0"] + C["c1"] * mag if (mag > 4.5) and (mag <= 5.5): return f_mag + (C["c2"] * (mag - 4.5)) elif (mag > 5.5) and (mag <= 6.5): return f_mag + (C["c2"] * (mag - 4.5)) + (C["c3"] * (mag - 5.5)) elif mag > 6.5: return f_mag + (C["c2"] * (mag - 4.5)) + (C["c3"] * (mag - 5.5)) +\ (C["c4"] * (mag - 6.5)) else: return f_mag def _get_geometric_attenuation_term(self, C, mag, rrup): """ Returns the geometric attenuation term defined in equation 3 """ return (C["c5"] + C["c6"] * mag) * np.log(np.sqrt((rrup ** 2.) + (C["c7"] ** 2.))) def _get_style_of_faulting_term(self, C, rup): """ Returns the style-of-faulting scaling term defined in equations 4 to 6 """ if (rup.rake > 30.0) and (rup.rake < 150.): frv = 1.0 fnm = 0.0 elif (rup.rake > -150.0) and (rup.rake < -30.0): fnm = 1.0 frv = 0.0 else: fnm = 0.0 frv = 0.0 fflt_f = (self.CONSTS["c8"] * frv) + (C["c9"] * fnm) if rup.mag <= 4.5: fflt_m = 0.0 elif rup.mag > 5.5: fflt_m = 1.0 else: fflt_m = rup.mag - 4.5 return fflt_f * fflt_m def _get_hanging_wall_term(self, C, rup, dists): """ Returns the hanging wall scaling term defined in equations 7 to 16 """ return (C["c10"] * self._get_hanging_wall_coeffs_rx(C, rup, dists.rx) * self._get_hanging_wall_coeffs_rrup(dists) * self._get_hanging_wall_coeffs_mag(C, rup.mag) * self._get_hanging_wall_coeffs_ztor(rup.ztor) * self._get_hanging_wall_coeffs_dip(rup.dip)) def _get_hanging_wall_coeffs_rx(self, C, rup, r_x): """ Returns the hanging wall r-x caling term defined in equation 7 to 12 """ # Define coefficients R1 and R2 r_1 = rup.width * cos(radians(rup.dip)) r_2 = 62.0 * rup.mag - 350.0 fhngrx = np.zeros(len(r_x)) # Case when 0 <= Rx <= R1 idx = np.logical_and(r_x >= 0., r_x < r_1) fhngrx[idx] = self._get_f1rx(C, r_x[idx], r_1) # Case when Rx > R1 idx = r_x >= r_1 f2rx = self._get_f2rx(C, r_x[idx], r_1, r_2) f2rx[f2rx < 0.0] = 0.0 fhngrx[idx] = f2rx return fhngrx def _get_f1rx(self, C, r_x, r_1): """ Defines the f1 scaling coefficient defined in equation 9 """ rxr1 = r_x / r_1 return C["h1"] + (C["h2"] * rxr1) + (C["h3"] * (rxr1 ** 2.)) def _get_f2rx(self, C, r_x, r_1, r_2): """ Defines the f2 scaling coefficient defined in equation 10 """ drx = (r_x - r_1) / (r_2 - r_1) return self.CONSTS["h4"] + (C["h5"] * drx) + (C["h6"] * (drx ** 2.)) def _get_hanging_wall_coeffs_rrup(self, dists): """ Returns the hanging wall rrup term defined in equation 13 """ fhngrrup = np.ones(len(dists.rrup)) idx = dists.rrup > 0.0 fhngrrup[idx] = (dists.rrup[idx] - dists.rjb[idx]) / dists.rrup[idx] return fhngrrup def _get_hanging_wall_coeffs_mag(self, C, mag): """ Returns the hanging wall magnitude term defined in equation 14 """ if mag < 5.5: return 0.0 elif mag > 6.5: return 1.0 + C["a2"] * (mag - 6.5) else: return (mag - 5.5) * (1.0 + C["a2"] * (mag - 6.5)) def _get_hanging_wall_coeffs_ztor(self, ztor): """ Returns the hanging wall ztor term defined in equation 15 """ if ztor <= 16.66: return 1.0 - 0.06 * ztor else: return 0.0 def _get_hanging_wall_coeffs_dip(self, dip): """ Returns the hanging wall dip term defined in equation 16 """ return (90.0 - dip) / 45.0 def _get_hypocentral_depth_term(self, C, rup): """ Returns the hypocentral depth scaling term defined in equations 21 - 23 """ if rup.hypo_depth <= 7.0: fhyp_h = 0.0 elif rup.hypo_depth > 20.0: fhyp_h = 13.0 else: fhyp_h = rup.hypo_depth - 7.0 if rup.mag <= 5.5: fhyp_m = C["c17"] elif rup.mag > 6.5: fhyp_m = C["c18"] else: fhyp_m = C["c17"] + ((C["c18"] - C["c17"]) * (rup.mag - 5.5)) return fhyp_h * fhyp_m def _get_fault_dip_term(self, C, rup): """ Returns the fault dip term, defined in equation 24 """ if rup.mag < 4.5: return C["c19"] * rup.dip elif rup.mag > 5.5: return 0.0 else: return C["c19"] * (5.5 - rup.mag) * rup.dip def _get_anelastic_attenuation_term(self, C, rrup): """ Returns the anelastic attenuation term defined in equation 25 """ f_atn = np.zeros(len(rrup)) idx = rrup >= 80.0 f_atn[idx] = (C["c20"] + C["Dc20"]) * (rrup[idx] - 80.0) return f_atn def _select_basin_model(self, vs30): """ Select the preferred basin model (California or Japan) to scale basin depth with respect to Vs30 """ if self.CONSTS["SJ"]: # Japan Basin Model - Equation 34 of Campbell & Bozorgnia (2014) return np.exp(5.359 - 1.102 * np.log(vs30)) else: # California Basin Model - Equation 33 of # Campbell & Bozorgnia (2014) return np.exp(7.089 - 1.144 * np.log(vs30)) def _get_basin_response_term(self, C, z2pt5): """ Returns the basin response term defined in equation 20 """ f_sed = np.zeros(len(z2pt5)) idx = z2pt5 < 1.0 f_sed[idx] = (C["c14"] + C["c15"] * float(self.CONSTS["SJ"])) *\ (z2pt5[idx] - 1.0) idx = z2pt5 > 3.0 f_sed[idx] = C["c16"] * C["k3"] * exp(-0.75) *\ (1.0 - np.exp(-0.25 * (z2pt5[idx] - 3.0))) return f_sed def _get_shallow_site_response_term(self, C, vs30, pga_rock): """ Returns the shallow site response term defined in equations 17, 18 and 19 """ vs_mod = vs30 / C["k1"] # Get linear global site response term f_site_g = C["c11"] * np.log(vs_mod) idx = vs30 > C["k1"] f_site_g[idx] = f_site_g[idx] + (C["k2"] * self.CONSTS["n"] * np.log(vs_mod[idx])) # Get nonlinear site response term idx = np.logical_not(idx) if np.any(idx): f_site_g[idx] = f_site_g[idx] + C["k2"] * ( np.log(pga_rock[idx] + self.CONSTS["c"] * (vs_mod[idx] ** self.CONSTS["n"])) - np.log(pga_rock[idx] + self.CONSTS["c"]) ) # For Japan sites (SJ = 1) further scaling is needed (equation 19) if self.CONSTS["SJ"]: fsite_j = np.log(vs_mod) idx = vs30 > 200.0 if np.any(idx): fsite_j[idx] = (C["c13"] + C["k2"] * self.CONSTS["n"]) *\ fsite_j[idx] idx = np.logical_not(idx) if np.any(idx): fsite_j[idx] = (C["c12"] + C["k2"] * self.CONSTS["n"]) *\ (fsite_j[idx] - np.log(200.0 / C["k1"])) return f_site_g + fsite_j else: return f_site_g def _get_stddevs(self, C, C_PGA, rup, sites, pga1100, stddev_types): """ Returns the inter- and intra-event and total standard deviations """ # Get stddevs for PGA on basement rock tau_lnpga_b, phi_lnpga_b = self._get_stddevs_pga(C_PGA, rup) num_sites = len(sites.vs30) # Get tau_lny on the basement rock tau_lnyb = self._get_taulny(C, rup.mag) # Get phi_lny on the basement rock phi_lnyb = np.sqrt(self._get_philny(C, rup.mag) ** 2. - self.CONSTS["philnAF"] ** 2.) # Get site scaling term alpha = self._get_alpha(C, sites.vs30, pga1100) # Evaluate tau according to equation 29 tau = np.sqrt( (tau_lnyb ** 2.) + ((alpha ** 2.) * (tau_lnpga_b ** 2.)) + (2.0 * alpha * C["rholny"] * tau_lnyb * tau_lnpga_b)) # Evaluate phi according to equation 30 phi = np.sqrt( (phi_lnyb ** 2.) + (self.CONSTS["philnAF"] ** 2.) + ((alpha ** 2.) * (phi_lnpga_b ** 2.)) + (2.0 * alpha * C["rholny"] * phi_lnyb * phi_lnpga_b)) stddevs = [] for stddev_type in stddev_types: assert stddev_type in self.DEFINED_FOR_STANDARD_DEVIATION_TYPES if stddev_type == const.StdDev.TOTAL: stddevs.append(np.sqrt((tau ** 2.) + (phi ** 2.)) + np.zeros(num_sites)) elif stddev_type == const.StdDev.INTRA_EVENT: stddevs.append(phi + np.zeros(num_sites)) elif stddev_type == const.StdDev.INTER_EVENT: stddevs.append(tau + np.zeros(num_sites)) return stddevs def _get_stddevs_pga(self, C, rup): """ Returns the inter- and intra-event coefficients for PGA """ tau_lnpga_b = self._get_taulny(C, rup.mag) phi_lnpga_b = np.sqrt(self._get_philny(C, rup.mag) ** 2. - self.CONSTS["philnAF"] ** 2.) return tau_lnpga_b, phi_lnpga_b def _get_taulny(self, C, mag): """ Returns the inter-event random effects coefficient (tau) Equation 28. """ if mag <= 4.5: return C["tau1"] elif mag >= 5.5: return C["tau2"] else: return C["tau2"] + (C["tau1"] - C["tau2"]) * (5.5 - mag) def _get_philny(self, C, mag): """ Returns the intra-event random effects coefficient (phi) Equation 28. """ if mag <= 4.5: return C["phi1"] elif mag >= 5.5: return C["phi2"] else: return C["phi2"] + (C["phi1"] - C["phi2"]) * (5.5 - mag) def _get_alpha(self, C, vs30, pga_rock): """ Returns the alpha, the linearised functional relationship between the site amplification and the PGA on rock. Equation 31. """ alpha = np.zeros(len(pga_rock)) idx = vs30 < C["k1"] if np.any(idx): af1 = pga_rock[idx] +\ self.CONSTS["c"] * ((vs30[idx] / C["k1"]) ** self.CONSTS["n"]) af2 = pga_rock[idx] + self.CONSTS["c"] alpha[idx] = C["k2"] * pga_rock[idx] * ((1.0 / af1) - (1.0 / af2)) return alpha COEFFS = CoeffsTable(sa_damping=5, table="""\ IMT c0 c1 c2 c3 c4 c5 c6 c7 c9 c10 c11 c12 c13 c14 c15 c16 c17 c18 c19 c20 Dc20 a2 h1 h2 h3 h5 h6 k1 k2 k3 phi1 phi2 tau1 tau2 phiC rholny pgv -2.895 1.510 0.270 -1.299 -0.453 -2.466 0.204 5.837 -0.168 0.305 1.713 2.602 2.457 0.1060 0.332 0.585 0.0517 0.0327 0.00613 -0.0017 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.955 1.929 0.655 0.494 0.317 0.297 0.190 0.684 pga -4.416 0.984 0.537 -1.499 -0.496 -2.773 0.248 6.768 -0.212 0.720 1.090 2.186 1.420 -0.0064 -0.202 0.393 0.0977 0.0333 0.00757 -0.0055 0.0000 0.167 0.241 1.474 -0.715 -0.337 -0.270 865 -1.186 1.839 0.734 0.492 0.409 0.322 0.166 1.000 0.01 -4.365 0.977 0.533 -1.485 -0.499 -2.773 0.248 6.753 -0.214 0.720 1.094 2.191 1.416 -0.0070 -0.207 0.390 0.0981 0.0334 0.00755 -0.0055 0.0000 0.168 0.242 1.471 -0.714 -0.336 -0.270 865 -1.186 1.839 0.734 0.492 0.404 0.325 0.166 1.000 0.02 -4.348 0.976 0.549 -1.488 -0.501 -2.772 0.247 6.502 -0.208 0.730 1.149 2.189 1.453 -0.0167 -0.199 0.387 0.1009 0.0327 0.00759 -0.0055 0.0000 0.166 0.244 1.467 -0.711 -0.339 -0.263 865 -1.219 1.840 0.738 0.496 0.417 0.326 0.166 0.998 0.03 -4.024 0.931 0.628 -1.494 -0.517 -2.782 0.246 6.291 -0.213 0.759 1.290 2.164 1.476 -0.0422 -0.202 0.378 0.1095 0.0331 0.00790 -0.0057 0.0000 0.167 0.246 1.467 -0.713 -0.338 -0.259 908 -1.273 1.841 0.747 0.503 0.446 0.344 0.165 0.986 0.05 -3.479 0.887 0.674 -1.388 -0.615 -2.791 0.240 6.317 -0.244 0.826 1.449 2.138 1.549 -0.0663 -0.339 0.295 0.1226 0.0270 0.00803 -0.0063 0.0000 0.173 0.251 1.449 -0.701 -0.338 -0.263 1054 -1.346 1.843 0.777 0.520 0.508 0.377 0.162 0.938 0.08 -3.293 0.902 0.726 -1.469 -0.596 -2.745 0.227 6.861 -0.266 0.815 1.535 2.446 1.772 -0.0794 -0.404 0.322 0.1165 0.0288 0.00811 -0.0070 0.0000 0.198 0.260 1.435 -0.695 -0.347 -0.219 1086 -1.471 1.845 0.782 0.535 0.504 0.418 0.158 0.887 0.10 -3.666 0.993 0.698 -1.572 -0.536 -2.633 0.210 7.294 -0.229 0.831 1.615 2.969 1.916 -0.0294 -0.416 0.384 0.0998 0.0325 0.00744 -0.0073 0.0000 0.174 0.259 1.449 -0.708 -0.391 -0.201 1032 -1.624 1.847 0.769 0.543 0.445 0.426 0.170 0.870 0.15 -4.866 1.267 0.510 -1.669 -0.490 -2.458 0.183 8.031 -0.211 0.749 1.877 3.544 2.161 0.0642 -0.407 0.417 0.0760 0.0388 0.00716 -0.0069 0.0000 0.198 0.254 1.461 -0.715 -0.449 -0.099 878 -1.931 1.852 0.769 0.543 0.382 0.387 0.180 0.876 0.20 -5.411 1.366 0.447 -1.750 -0.451 -2.421 0.182 8.385 -0.163 0.764 2.069 3.707 2.465 0.0968 -0.311 0.404 0.0571 0.0437 0.00688 -0.0060 0.0000 0.204 0.237 1.484 -0.721 -0.393 -0.198 748 -2.188 1.856 0.761 0.552 0.339 0.338 0.186 0.870 0.25 -5.962 1.458 0.274 -1.711 -0.404 -2.392 0.189 7.534 -0.150 0.716 2.205 3.343 2.766 0.1441 -0.172 0.466 0.0437 0.0463 0.00556 -0.0055 0.0000 0.185 0.206 1.581 -0.787 -0.339 -0.210 654 -2.381 1.861 0.744 0.545 0.340 0.316 0.191 0.850 0.30 -6.403 1.528 0.193 -1.770 -0.321 -2.376 0.195 6.990 -0.131 0.737 2.306 3.334 3.011 0.1597 -0.084 0.528 0.0323 0.0508 0.00458 -0.0049 0.0000 0.164 0.210 1.586 -0.795 -0.447 -0.121 587 -2.518 1.865 0.727 0.568 0.340 0.300 0.198 0.819 0.40 -7.566 1.739 -0.020 -1.594 -0.426 -2.303 0.185 7.012 -0.159 0.738 2.398 3.544 3.203 0.1410 0.085 0.540 0.0209 0.0432 0.00401 -0.0037 0.0000 0.160 0.226 1.544 -0.770 -0.525 -0.086 503 -2.657 1.874 0.690 0.593 0.356 0.264 0.206 0.743 0.50 -8.379 1.872 -0.121 -1.577 -0.440 -2.296 0.186 6.902 -0.153 0.718 2.355 3.016 3.333 0.1474 0.233 0.638 0.0092 0.0405 0.00388 -0.0027 0.0000 0.184 0.217 1.554 -0.770 -0.407 -0.281 457 -2.669 1.883 0.663 0.611 0.379 0.263 0.208 0.684 0.75 -9.841 2.021 -0.042 -1.757 -0.443 -2.232 0.186 5.522 -0.090 0.795 1.995 2.616 3.054 0.1764 0.411 0.776 -0.0082 0.0420 0.00420 -0.0016 0.0000 0.216 0.154 1.626 -0.780 -0.371 -0.285 410 -2.401 1.906 0.606 0.633 0.430 0.326 0.221 0.562 1.00 -11.011 2.180 -0.069 -1.707 -0.527 -2.158 0.169 5.650 -0.105 0.556 1.447 2.470 2.562 0.2593 0.479 0.771 -0.0131 0.0426 0.00409 -0.0006 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.955 1.929 0.579 0.628 0.470 0.353 0.225 0.467 1.50 -12.469 2.270 0.047 -1.621 -0.630 -2.063 0.158 5.795 -0.058 0.480 0.330 2.108 1.453 0.2881 0.566 0.748 -0.0187 0.0380 0.00424 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.025 1.974 0.541 0.603 0.497 0.399 0.222 0.364 2.00 -12.969 2.271 0.149 -1.512 -0.768 -2.104 0.158 6.632 -0.028 0.401 -0.514 1.327 0.657 0.3112 0.562 0.763 -0.0258 0.0252 0.00448 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -0.299 2.019 0.529 0.588 0.499 0.400 0.226 0.298 3.00 -13.306 2.150 0.368 -1.315 -0.890 -2.051 0.148 6.759 0.000 0.206 -0.848 0.601 0.367 0.3478 0.534 0.686 -0.0311 0.0236 0.00345 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.110 0.527 0.578 0.500 0.417 0.229 0.234 4.00 -14.020 2.132 0.726 -1.506 -0.885 -1.986 0.135 7.978 0.000 0.105 -0.793 0.568 0.306 0.3747 0.522 0.691 -0.0413 0.0102 0.00603 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.200 0.521 0.559 0.543 0.393 0.237 0.202 5.00 -14.558 2.116 1.027 -1.721 -0.878 -2.021 0.135 8.538 0.000 0.000 -0.748 0.356 0.268 0.3382 0.477 0.670 -0.0281 0.0034 0.00805 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.291 0.502 0.551 0.534 0.421 0.237 0.184 7.50 -15.509 2.223 0.169 -0.756 -1.077 -2.179 0.165 8.468 0.000 0.000 -0.664 0.075 0.374 0.3754 0.321 0.757 -0.0205 0.0050 0.00280 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.517 0.457 0.546 0.523 0.438 0.271 0.176 10.0 -15.975 2.132 0.367 -0.800 -1.282 -2.244 0.180 6.564 0.000 0.000 -0.576 -0.027 0.297 0.3506 0.174 0.621 0.0009 0.0099 0.00458 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.744 0.441 0.543 0.466 0.438 0.290 0.154 """) CONSTS = NON_JAPAN_CONSTS
[docs]class CampbellBozorgnia2014HighQ(CampbellBozorgnia2014): """ Implements the Campbell & Bozorgnia (2014) NGA-West2 GMPE for regions with low attenuation (high quality factor, Q) (i.e. China, Turkey) """ COEFFS = CoeffsTable(sa_damping=5, table="""\ IMT c0 c1 c2 c3 c4 c5 c6 c7 c9 c10 c11 c12 c13 c14 c15 c16 c17 c18 c19 c20 Dc20 a2 h1 h2 h3 h5 h6 k1 k2 k3 phi1 phi2 tau1 tau2 phiC rholny pgv -2.895 1.510 0.270 -1.299 -0.453 -2.466 0.204 5.837 -0.168 0.305 1.713 2.602 2.457 0.1060 0.332 0.585 0.0517 0.0327 0.00613 -0.0017 0.0017 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.955 1.929 0.655 0.494 0.317 0.297 0.190 0.684 pga -4.416 0.984 0.537 -1.499 -0.496 -2.773 0.248 6.768 -0.212 0.720 1.090 2.186 1.420 -0.0064 -0.202 0.393 0.0977 0.0333 0.00757 -0.0055 0.0036 0.167 0.241 1.474 -0.715 -0.337 -0.270 865 -1.186 1.839 0.734 0.492 0.409 0.322 0.166 1.000 0.01 -4.365 0.977 0.533 -1.485 -0.499 -2.773 0.248 6.753 -0.214 0.720 1.094 2.191 1.416 -0.0070 -0.207 0.390 0.0981 0.0334 0.00755 -0.0055 0.0036 0.168 0.242 1.471 -0.714 -0.336 -0.270 865 -1.186 1.839 0.734 0.492 0.404 0.325 0.166 1.000 0.02 -4.348 0.976 0.549 -1.488 -0.501 -2.772 0.247 6.502 -0.208 0.730 1.149 2.189 1.453 -0.0167 -0.199 0.387 0.1009 0.0327 0.00759 -0.0055 0.0036 0.166 0.244 1.467 -0.711 -0.339 -0.263 865 -1.219 1.840 0.738 0.496 0.417 0.326 0.166 0.998 0.03 -4.024 0.931 0.628 -1.494 -0.517 -2.782 0.246 6.291 -0.213 0.759 1.290 2.164 1.476 -0.0422 -0.202 0.378 0.1095 0.0331 0.00790 -0.0057 0.0037 0.167 0.246 1.467 -0.713 -0.338 -0.259 908 -1.273 1.841 0.747 0.503 0.446 0.344 0.165 0.986 0.05 -3.479 0.887 0.674 -1.388 -0.615 -2.791 0.240 6.317 -0.244 0.826 1.449 2.138 1.549 -0.0663 -0.339 0.295 0.1226 0.0270 0.00803 -0.0063 0.0040 0.173 0.251 1.449 -0.701 -0.338 -0.263 1054 -1.346 1.843 0.777 0.520 0.508 0.377 0.162 0.938 0.08 -3.293 0.902 0.726 -1.469 -0.596 -2.745 0.227 6.861 -0.266 0.815 1.535 2.446 1.772 -0.0794 -0.404 0.322 0.1165 0.0288 0.00811 -0.0070 0.0039 0.198 0.260 1.435 -0.695 -0.347 -0.219 1086 -1.471 1.845 0.782 0.535 0.504 0.418 0.158 0.887 0.10 -3.666 0.993 0.698 -1.572 -0.536 -2.633 0.210 7.294 -0.229 0.831 1.615 2.969 1.916 -0.0294 -0.416 0.384 0.0998 0.0325 0.00744 -0.0073 0.0042 0.174 0.259 1.449 -0.708 -0.391 -0.201 1032 -1.624 1.847 0.769 0.543 0.445 0.426 0.170 0.870 0.15 -4.866 1.267 0.510 -1.669 -0.490 -2.458 0.183 8.031 -0.211 0.749 1.877 3.544 2.161 0.0642 -0.407 0.417 0.0760 0.0388 0.00716 -0.0069 0.0042 0.198 0.254 1.461 -0.715 -0.449 -0.099 878 -1.931 1.852 0.769 0.543 0.382 0.387 0.180 0.876 0.20 -5.411 1.366 0.447 -1.750 -0.451 -2.421 0.182 8.385 -0.163 0.764 2.069 3.707 2.465 0.0968 -0.311 0.404 0.0571 0.0437 0.00688 -0.0060 0.0041 0.204 0.237 1.484 -0.721 -0.393 -0.198 748 -2.188 1.856 0.761 0.552 0.339 0.338 0.186 0.870 0.25 -5.962 1.458 0.274 -1.711 -0.404 -2.392 0.189 7.534 -0.150 0.716 2.205 3.343 2.766 0.1441 -0.172 0.466 0.0437 0.0463 0.00556 -0.0055 0.0036 0.185 0.206 1.581 -0.787 -0.339 -0.210 654 -2.381 1.861 0.744 0.545 0.340 0.316 0.191 0.850 0.30 -6.403 1.528 0.193 -1.770 -0.321 -2.376 0.195 6.990 -0.131 0.737 2.306 3.334 3.011 0.1597 -0.084 0.528 0.0323 0.0508 0.00458 -0.0049 0.0031 0.164 0.210 1.586 -0.795 -0.447 -0.121 587 -2.518 1.865 0.727 0.568 0.340 0.300 0.198 0.819 0.40 -7.566 1.739 -0.020 -1.594 -0.426 -2.303 0.185 7.012 -0.159 0.738 2.398 3.544 3.203 0.1410 0.085 0.540 0.0209 0.0432 0.00401 -0.0037 0.0028 0.160 0.226 1.544 -0.770 -0.525 -0.086 503 -2.657 1.874 0.690 0.593 0.356 0.264 0.206 0.743 0.50 -8.379 1.872 -0.121 -1.577 -0.440 -2.296 0.186 6.902 -0.153 0.718 2.355 3.016 3.333 0.1474 0.233 0.638 0.0092 0.0405 0.00388 -0.0027 0.0025 0.184 0.217 1.554 -0.770 -0.407 -0.281 457 -2.669 1.883 0.663 0.611 0.379 0.263 0.208 0.684 0.75 -9.841 2.021 -0.042 -1.757 -0.443 -2.232 0.186 5.522 -0.090 0.795 1.995 2.616 3.054 0.1764 0.411 0.776 -0.0082 0.0420 0.00420 -0.0016 0.0016 0.216 0.154 1.626 -0.780 -0.371 -0.285 410 -2.401 1.906 0.606 0.633 0.430 0.326 0.221 0.562 1.00 -11.011 2.180 -0.069 -1.707 -0.527 -2.158 0.169 5.650 -0.105 0.556 1.447 2.470 2.562 0.2593 0.479 0.771 -0.0131 0.0426 0.00409 -0.0006 0.0006 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.955 1.929 0.579 0.628 0.470 0.353 0.225 0.467 1.50 -12.469 2.270 0.047 -1.621 -0.630 -2.063 0.158 5.795 -0.058 0.480 0.330 2.108 1.453 0.2881 0.566 0.748 -0.0187 0.0380 0.00424 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.025 1.974 0.541 0.603 0.497 0.399 0.222 0.364 2.00 -12.969 2.271 0.149 -1.512 -0.768 -2.104 0.158 6.632 -0.028 0.401 -0.514 1.327 0.657 0.3112 0.562 0.763 -0.0258 0.0252 0.00448 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -0.299 2.019 0.529 0.588 0.499 0.400 0.226 0.298 3.00 -13.306 2.150 0.368 -1.315 -0.890 -2.051 0.148 6.759 0.000 0.206 -0.848 0.601 0.367 0.3478 0.534 0.686 -0.0311 0.0236 0.00345 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.110 0.527 0.578 0.500 0.417 0.229 0.234 4.00 -14.020 2.132 0.726 -1.506 -0.885 -1.986 0.135 7.978 0.000 0.105 -0.793 0.568 0.306 0.3747 0.522 0.691 -0.0413 0.0102 0.00603 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.200 0.521 0.559 0.543 0.393 0.237 0.202 5.00 -14.558 2.116 1.027 -1.721 -0.878 -2.021 0.135 8.538 0.000 0.000 -0.748 0.356 0.268 0.3382 0.477 0.670 -0.0281 0.0034 0.00805 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.291 0.502 0.551 0.534 0.421 0.237 0.184 7.50 -15.509 2.223 0.169 -0.756 -1.077 -2.179 0.165 8.468 0.000 0.000 -0.664 0.075 0.374 0.3754 0.321 0.757 -0.0205 0.0050 0.00280 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.517 0.457 0.546 0.523 0.438 0.271 0.176 10.0 -15.975 2.132 0.367 -0.800 -1.282 -2.244 0.180 6.564 0.000 0.000 -0.576 -0.027 0.297 0.3506 0.174 0.621 0.0009 0.0099 0.00458 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.744 0.441 0.543 0.466 0.438 0.290 0.154 """)
[docs]class CampbellBozorgnia2014LowQ(CampbellBozorgnia2014): """ Implements the Campbell & Bozorgnia (2014) NGA-West2 GMPE for regions with high attenuation (low quality factor, Q) (i.e. Japan, Italy) """ COEFFS = CoeffsTable(sa_damping=5, table="""\ IMT c0 c1 c2 c3 c4 c5 c6 c7 c9 c10 c11 c12 c13 c14 c15 c16 c17 c18 c19 c20 Dc20 a2 h1 h2 h3 h5 h6 k1 k2 k3 phi1 phi2 tau1 tau2 phiC rholny pgv -2.895 1.510 0.270 -1.299 -0.453 -2.466 0.204 5.837 -0.168 0.305 1.713 2.602 2.457 0.1060 0.332 0.585 0.0517 0.0327 0.00613 -0.0017 -0.0006 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.955 1.929 0.655 0.494 0.317 0.297 0.190 0.684 pga -4.416 0.984 0.537 -1.499 -0.496 -2.773 0.248 6.768 -0.212 0.720 1.090 2.186 1.420 -0.0064 -0.202 0.393 0.0977 0.0333 0.00757 -0.0055 -0.0035 0.167 0.241 1.474 -0.715 -0.337 -0.270 865 -1.186 1.839 0.734 0.492 0.409 0.322 0.166 1.000 0.01 -4.365 0.977 0.533 -1.485 -0.499 -2.773 0.248 6.753 -0.214 0.720 1.094 2.191 1.416 -0.0070 -0.207 0.390 0.0981 0.0334 0.00755 -0.0055 -0.0035 0.168 0.242 1.471 -0.714 -0.336 -0.270 865 -1.186 1.839 0.734 0.492 0.404 0.325 0.166 1.000 0.02 -4.348 0.976 0.549 -1.488 -0.501 -2.772 0.247 6.502 -0.208 0.730 1.149 2.189 1.453 -0.0167 -0.199 0.387 0.1009 0.0327 0.00759 -0.0055 -0.0035 0.166 0.244 1.467 -0.711 -0.339 -0.263 865 -1.219 1.840 0.738 0.496 0.417 0.326 0.166 0.998 0.03 -4.024 0.931 0.628 -1.494 -0.517 -2.782 0.246 6.291 -0.213 0.759 1.290 2.164 1.476 -0.0422 -0.202 0.378 0.1095 0.0331 0.00790 -0.0057 -0.0034 0.167 0.246 1.467 -0.713 -0.338 -0.259 908 -1.273 1.841 0.747 0.503 0.446 0.344 0.165 0.986 0.05 -3.479 0.887 0.674 -1.388 -0.615 -2.791 0.240 6.317 -0.244 0.826 1.449 2.138 1.549 -0.0663 -0.339 0.295 0.1226 0.0270 0.00803 -0.0063 -0.0037 0.173 0.251 1.449 -0.701 -0.338 -0.263 1054 -1.346 1.843 0.777 0.520 0.508 0.377 0.162 0.938 0.08 -3.293 0.902 0.726 -1.469 -0.596 -2.745 0.227 6.861 -0.266 0.815 1.535 2.446 1.772 -0.0794 -0.404 0.322 0.1165 0.0288 0.00811 -0.0070 -0.0037 0.198 0.260 1.435 -0.695 -0.347 -0.219 1086 -1.471 1.845 0.782 0.535 0.504 0.418 0.158 0.887 0.10 -3.666 0.993 0.698 -1.572 -0.536 -2.633 0.210 7.294 -0.229 0.831 1.615 2.969 1.916 -0.0294 -0.416 0.384 0.0998 0.0325 0.00744 -0.0073 -0.0034 0.174 0.259 1.449 -0.708 -0.391 -0.201 1032 -1.624 1.847 0.769 0.543 0.445 0.426 0.170 0.870 0.15 -4.866 1.267 0.510 -1.669 -0.490 -2.458 0.183 8.031 -0.211 0.749 1.877 3.544 2.161 0.0642 -0.407 0.417 0.0760 0.0388 0.00716 -0.0069 -0.0030 0.198 0.254 1.461 -0.715 -0.449 -0.099 878 -1.931 1.852 0.769 0.543 0.382 0.387 0.180 0.876 0.20 -5.411 1.366 0.447 -1.750 -0.451 -2.421 0.182 8.385 -0.163 0.764 2.069 3.707 2.465 0.0968 -0.311 0.404 0.0571 0.0437 0.00688 -0.0060 -0.0031 0.204 0.237 1.484 -0.721 -0.393 -0.198 748 -2.188 1.856 0.761 0.552 0.339 0.338 0.186 0.870 0.25 -5.962 1.458 0.274 -1.711 -0.404 -2.392 0.189 7.534 -0.150 0.716 2.205 3.343 2.766 0.1441 -0.172 0.466 0.0437 0.0463 0.00556 -0.0055 -0.0033 0.185 0.206 1.581 -0.787 -0.339 -0.210 654 -2.381 1.861 0.744 0.545 0.340 0.316 0.191 0.850 0.30 -6.403 1.528 0.193 -1.770 -0.321 -2.376 0.195 6.990 -0.131 0.737 2.306 3.334 3.011 0.1597 -0.084 0.528 0.0323 0.0508 0.00458 -0.0049 -0.0035 0.164 0.210 1.586 -0.795 -0.447 -0.121 587 -2.518 1.865 0.727 0.568 0.340 0.300 0.198 0.819 0.40 -7.566 1.739 -0.020 -1.594 -0.426 -2.303 0.185 7.012 -0.159 0.738 2.398 3.544 3.203 0.1410 0.085 0.540 0.0209 0.0432 0.00401 -0.0037 -0.0034 0.160 0.226 1.544 -0.770 -0.525 -0.086 503 -2.657 1.874 0.690 0.593 0.356 0.264 0.206 0.743 0.50 -8.379 1.872 -0.121 -1.577 -0.440 -2.296 0.186 6.902 -0.153 0.718 2.355 3.016 3.333 0.1474 0.233 0.638 0.0092 0.0405 0.00388 -0.0027 -0.0034 0.184 0.217 1.554 -0.770 -0.407 -0.281 457 -2.669 1.883 0.663 0.611 0.379 0.263 0.208 0.684 0.75 -9.841 2.021 -0.042 -1.757 -0.443 -2.232 0.186 5.522 -0.090 0.795 1.995 2.616 3.054 0.1764 0.411 0.776 -0.0082 0.0420 0.00420 -0.0016 -0.0032 0.216 0.154 1.626 -0.780 -0.371 -0.285 410 -2.401 1.906 0.606 0.633 0.430 0.326 0.221 0.562 1.00 -11.011 2.180 -0.069 -1.707 -0.527 -2.158 0.169 5.650 -0.105 0.556 1.447 2.470 2.562 0.2593 0.479 0.771 -0.0131 0.0426 0.00409 -0.0006 -0.0030 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.955 1.929 0.579 0.628 0.470 0.353 0.225 0.467 1.50 -12.469 2.270 0.047 -1.621 -0.630 -2.063 0.158 5.795 -0.058 0.480 0.330 2.108 1.453 0.2881 0.566 0.748 -0.0187 0.0380 0.00424 0.0000 -0.0019 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -1.025 1.974 0.541 0.603 0.497 0.399 0.222 0.364 2.00 -12.969 2.271 0.149 -1.512 -0.768 -2.104 0.158 6.632 -0.028 0.401 -0.514 1.327 0.657 0.3112 0.562 0.763 -0.0258 0.0252 0.00448 0.0000 -0.0005 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 -0.299 2.019 0.529 0.588 0.499 0.400 0.226 0.298 3.00 -13.306 2.150 0.368 -1.315 -0.890 -2.051 0.148 6.759 0.000 0.206 -0.848 0.601 0.367 0.3478 0.534 0.686 -0.0311 0.0236 0.00345 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.110 0.527 0.578 0.500 0.417 0.229 0.234 4.00 -14.020 2.132 0.726 -1.506 -0.885 -1.986 0.135 7.978 0.000 0.105 -0.793 0.568 0.306 0.3747 0.522 0.691 -0.0413 0.0102 0.00603 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.200 0.521 0.559 0.543 0.393 0.237 0.202 5.00 -14.558 2.116 1.027 -1.721 -0.878 -2.021 0.135 8.538 0.000 0.000 -0.748 0.356 0.268 0.3382 0.477 0.670 -0.0281 0.0034 0.00805 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.291 0.502 0.551 0.534 0.421 0.237 0.184 7.50 -15.509 2.223 0.169 -0.756 -1.077 -2.179 0.165 8.468 0.000 0.000 -0.664 0.075 0.374 0.3754 0.321 0.757 -0.0205 0.0050 0.00280 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.517 0.457 0.546 0.523 0.438 0.271 0.176 10.0 -15.975 2.132 0.367 -0.800 -1.282 -2.244 0.180 6.564 0.000 0.000 -0.576 -0.027 0.297 0.3506 0.174 0.621 0.0009 0.0099 0.00458 0.0000 0.0000 0.596 0.117 1.616 -0.733 -0.128 -0.756 400 0.000 2.744 0.441 0.543 0.466 0.438 0.290 0.154 """)
[docs]class CampbellBozorgnia2014JapanSite(CampbellBozorgnia2014): """ Implements the Campbell & Bozorgnia (2014) NGA-West2 GMPE for the case in which the "Japan" shallow site response term is activited """ CONSTS = JAPAN_CONSTS
[docs]class CampbellBozorgnia2014HighQJapanSite(CampbellBozorgnia2014HighQ): """ Implements the Campbell & Bozorgnia (2014) NGA-West2 GMPE, for the low attenuation (high quality factor) coefficients, for the case in which the "Japan" shallow site response term is activited """ CONSTS = JAPAN_CONSTS
[docs]class CampbellBozorgnia2014LowQJapanSite(CampbellBozorgnia2014LowQ): """ Implements the Campbell & Bozorgnia (2014) NGA-West2 GMPE, for the high attenuation (low quality factor) coefficients, for the case in which the "Japan" shallow site response term is activited """ CONSTS = JAPAN_CONSTS