# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
#
# Copyright (C) 2020-2021, 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 <http://www.gnu.org/licenses/>.
"""
Module exports :class:`StewartEtAl2016`,
:class:`StewartEtAl2016RegCHN`,
:class:`StewartEtAl2016RegJPN`,
:class:`StewartEtAl2016NoSOF`,
:class:`StewartEtAl2016RegCHNNoSOF`,
:class:`StewartEtAl2016RegJPNNoSOF`,
"""
from openquake.hazardlib.gsim.base import CoeffsTable, add_alias
from openquake.hazardlib.gsim.boore_2014 import BooreEtAl2014
from openquake.hazardlib import const
from openquake.hazardlib.imt import PGA, PGV, SA
[docs]class StewartEtAl2016(BooreEtAl2014):
"""
Implements the SBSA15 GMPE by Stewart et al. (2016) for vertical-component
ground motions from the PEER NGA-West2 Project.
This model follows the same functional form as in BSSA14 by Boore et
al. (2014) with minor modifications.
Note that this is a more updated version than the GMPE described in the
original PEER Report 2013/24.
Reference:
Stewart, J., Boore, D., Seyhan, E., & Atkinson, G. (2016). NGA-West2
Equations for Predicting Vertical-Component PGA, PGV, and 5%-Damped PSA
from Shallow Crustal Earthquakes. Earthquake Spectra, 32(2), 1005-1031.
"""
region = "CAL"
kind = "stewart"
#: Supported tectonic region type is active shallow crust; see title.
DEFINED_FOR_TECTONIC_REGION_TYPE = const.TRT.ACTIVE_SHALLOW_CRUST
#: Supported intensity measure types are spectral acceleration,
#: peak ground velocity and peak ground acceleration; see title.
DEFINED_FOR_INTENSITY_MEASURE_TYPES = {PGA, PGV, SA}
#: Supported intensity measure component is the
#: :attr:`~openquake.hazardlib.const.IMC.Vertical` direction component;
#: see title.
DEFINED_FOR_INTENSITY_MEASURE_COMPONENT = const.IMC.VERTICAL
#: Supported standard deviation types are inter-event, intra-event
#: and total; see the section for "Aleatory-Uncertainty Function".
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 parameters are magnitude and rake (style-of-faulting).
REQUIRES_RUPTURE_PARAMETERS = {'mag', 'rake'}
#: Required distance measure is Rjb
REQUIRES_DISTANCES = {'rjb'}
REQUIRES_ATTRIBUTES = {'region', 'sof'}
def __init__(self, region='CAL', sof=True, **kwargs):
super().__init__(**kwargs)
self.region = region
self.sof = sof
#: Table of period-dependent regression coefficients obtained from the
#: supplementary material in EQS paper
COEFFS = CoeffsTable(sa_damping=5, table="""\
IMT e0 e1 e2 e3 e4 e5 e6 Mh c1 c2 c3 Dc3CH Dc3JP h c Vc f4 f5 tau1 tau2 phi1 phi2
pgv 4.267000 4.292000 4.179000 4.255000 0.992500 -0.111400 0.247000 6.200000 -1.254000 0.171500 -0.003400 0.003360 0.000000 6.900000 -0.518000 1300.000000 -0.030000 -0.008440 0.38571 0.34879 0.58241 0.59672
pga 0.183600 0.233700 0.015620 0.153800 1.247000 0.000000 0.022570 5.500000 -1.175000 0.157700 -0.009222 0.004750 0.000000 5.100000 -0.329000 1500.000000 -0.050000 -0.007010 0.47631 0.37634 0.71175 0.53387
0.010 0.204500 0.255300 0.035100 0.174100 1.242000 0.000000 0.022200 5.500000 -1.176000 0.157300 -0.009222 0.004980 0.000000 5.100000 -0.329000 1500.000000 -0.050000 -0.007010 0.48088 0.38052 0.71450 0.53338
0.020 0.393700 0.446800 0.229500 0.356800 1.243000 0.000000 0.010380 5.500000 -1.212000 0.159800 -0.009039 0.005207 0.000000 5.060000 -0.318000 1500.100000 -0.050100 -0.007279 0.48986 0.38818 0.71842 0.53832
0.022 0.444900 0.499000 0.280500 0.406200 1.240000 0.000000 0.008442 5.500000 -1.221000 0.160300 -0.009038 0.005251 0.000000 5.030000 -0.311000 1501.000000 -0.050100 -0.007311 0.50166 0.39681 0.72473 0.54263
0.025 0.531300 0.587700 0.366500 0.488100 1.232000 0.000000 0.006672 5.500000 -1.233000 0.160800 -0.009071 0.005316 0.000000 4.990000 -0.301000 1501.000000 -0.050100 -0.007336 0.51211 0.40462 0.73090 0.54692
0.029 0.646400 0.706100 0.485700 0.595400 1.220000 0.000000 0.007363 5.500000 -1.243000 0.161100 -0.009209 0.005400 0.000000 4.990000 -0.298000 1502.000000 -0.049800 -0.007310 0.52178 0.41180 0.73706 0.55165
0.030 0.671200 0.731500 0.512000 0.618200 1.217000 0.000000 0.008618 5.500000 -1.245000 0.160800 -0.009260 0.005420 0.000000 4.990000 -0.297000 1502.000000 -0.049700 -0.007293 0.53152 0.41915 0.74357 0.55669
0.032 0.715800 0.777400 0.560300 0.658900 1.215000 0.000000 0.012710 5.500000 -1.246000 0.160100 -0.009389 0.005460 0.000000 5.010000 -0.298000 1502.000000 -0.049700 -0.007246 0.54117 0.42658 0.74967 0.56253
0.035 0.772800 0.835900 0.622900 0.710400 1.212000 0.000000 0.020860 5.500000 -1.244000 0.158400 -0.009629 0.005518 0.000000 5.030000 -0.300000 1503.000000 -0.050400 -0.007148 0.54987 0.43291 0.75553 0.56688
0.036 0.788800 0.852500 0.641100 0.724800 1.212000 0.000000 0.023990 5.500000 -1.243000 0.157600 -0.009720 0.005536 0.000000 5.030000 -0.304000 1503.000000 -0.050800 -0.007111 0.55808 0.43902 0.76129 0.57120
0.040 0.836700 0.902100 0.694500 0.767200 1.215000 0.000000 0.036920 5.500000 -1.232000 0.154400 -0.010120 0.005603 0.000000 5.030000 -0.319000 1502.900000 -0.053500 -0.006937 0.56537 0.44490 0.76670 0.57554
0.042 0.853100 0.918900 0.711200 0.782200 1.219000 0.000000 0.044660 5.500000 -1.226000 0.152300 -0.010340 0.005633 0.000000 5.010000 -0.324000 1502.000000 -0.055300 -0.006844 0.57111 0.45020 0.77122 0.57948
0.044 0.865100 0.931600 0.722300 0.793600 1.223000 0.000000 0.052660 5.500000 -1.218000 0.150100 -0.010550 0.005658 0.000000 4.990000 -0.331000 1502.000000 -0.057300 -0.006749 0.57640 0.45620 0.77588 0.58323
0.045 0.869400 0.936200 0.725500 0.797600 1.225000 0.000000 0.057050 5.500000 -1.214000 0.148800 -0.010660 0.005670 0.000000 4.980000 -0.339000 1502.000000 -0.058400 -0.006702 0.58036 0.46245 0.78032 0.58680
0.046 0.873400 0.940600 0.728400 0.801400 1.228000 0.000000 0.061550 5.500000 -1.210000 0.147500 -0.010770 0.005680 0.000000 4.970000 -0.349000 1502.000000 -0.059400 -0.006655 0.58236 0.46826 0.78388 0.58984
0.048 0.880700 0.948800 0.732800 0.808400 1.233000 0.000000 0.071300 5.500000 -1.201000 0.144800 -0.010970 0.005697 0.000000 4.960000 -0.358000 1501.900000 -0.061600 -0.006564 0.58365 0.47388 0.78704 0.59264
0.050 0.886400 0.955100 0.735400 0.814000 1.240000 0.000000 0.081060 5.500000 -1.193000 0.142000 -0.011160 0.005710 0.000000 4.940000 -0.365000 1501.100000 -0.063600 -0.006476 0.58317 0.47865 0.78898 0.59452
0.055 0.892200 0.962400 0.731500 0.820800 1.257000 0.000000 0.103900 5.500000 -1.170000 0.134800 -0.011570 0.005720 0.000000 4.900000 -0.372000 1500.000000 -0.068200 -0.006275 0.58127 0.48279 0.78996 0.59600
0.060 0.885500 0.956800 0.710200 0.817600 1.276000 0.000000 0.123200 5.500000 -1.147000 0.128500 -0.011870 0.005702 0.000000 4.900000 -0.380000 1499.100000 -0.071500 -0.006105 0.57818 0.48610 0.79012 0.59731
0.065 0.875000 0.946800 0.683900 0.812700 1.297000 0.000000 0.142000 5.500000 -1.126000 0.122400 -0.012070 0.005662 0.000000 4.900000 -0.386000 1497.400000 -0.073400 -0.005968 0.57413 0.48862 0.78988 0.59879
0.067 0.871600 0.943300 0.674600 0.811900 1.306000 0.000000 0.148800 5.500000 -1.118000 0.120000 -0.012130 0.005640 0.000000 4.900000 -0.392000 1496.700000 -0.073900 -0.005922 0.56897 0.49021 0.78934 0.60035
0.070 0.867100 0.938400 0.661500 0.811500 1.320000 0.000000 0.157900 5.500000 -1.107000 0.116600 -0.012180 0.005604 0.000000 4.900000 -0.397000 1495.500000 -0.074500 -0.005860 0.56264 0.49063 0.78845 0.60176
0.075 0.859800 0.930100 0.642100 0.810800 1.345000 0.000000 0.169700 5.500000 -1.091000 0.111500 -0.012220 0.005534 0.000000 4.900000 -0.400000 1493.200000 -0.074900 -0.005778 0.55545 0.49009 0.78729 0.60305
0.080 0.853000 0.922100 0.627200 0.809800 1.367000 0.000000 0.175700 5.500000 -1.076000 0.107700 -0.012180 0.005457 0.000000 4.880000 -0.403000 1490.700000 -0.075100 -0.005719 0.54698 0.48743 0.78560 0.60433
0.085 0.849000 0.917000 0.615500 0.810800 1.386000 0.000000 0.174000 5.510000 -1.064000 0.105200 -0.012080 0.005378 0.000000 4.850000 -0.404000 1488.100000 -0.075000 -0.005678 0.53771 0.48252 0.78355 0.60534
0.090 0.847300 0.914600 0.607200 0.813300 1.402000 0.000000 0.167400 5.520000 -1.054000 0.103800 -0.011965 0.005302 0.000000 4.830000 -0.404000 1485.600000 -0.074700 -0.005652 0.52787 0.47587 0.78144 0.60605
0.095 0.847400 0.913800 0.602700 0.816800 1.414000 0.000000 0.157400 5.530000 -1.047000 0.102900 -0.011835 0.005234 -0.000100 4.810000 -0.404000 1482.300000 -0.074200 -0.005639 0.51796 0.46886 0.77937 0.60665
0.100 0.848700 0.914100 0.601100 0.821200 1.425000 0.000000 0.144400 5.540000 -1.040000 0.102300 -0.011690 0.005180 -0.000250 4.800000 -0.404000 1480.000000 -0.073600 -0.005636 0.50759 0.46128 0.77723 0.60694
0.110 0.849800 0.912900 0.599600 0.828000 1.440000 -0.000062 0.109600 5.570000 -1.028000 0.102400 -0.011370 0.005121 -0.000450 4.790000 -0.403000 1473.700000 -0.071700 -0.005653 0.49674 0.45327 0.77496 0.60670
0.120 0.840300 0.900700 0.592500 0.822400 1.438000 -0.003053 0.071260 5.620000 -1.017000 0.104200 -0.011055 0.005117 -0.000650 4.760000 -0.402000 1466.200000 -0.069200 -0.005691 0.48550 0.44500 0.77239 0.60589
0.130 0.823200 0.880400 0.582700 0.808800 1.419000 -0.010370 0.031430 5.660000 -1.010000 0.107000 -0.010725 0.005148 -0.000850 4.770000 -0.401000 1458.500000 -0.066400 -0.005742 0.47414 0.43678 0.76941 0.60455
0.133 0.816200 0.872300 0.578300 0.803100 1.412000 -0.013000 0.020290 5.670000 -1.008000 0.107900 -0.010620 0.005162 -0.000900 4.770000 -0.400000 1456.000000 -0.065500 -0.005758 0.46295 0.42907 0.76592 0.60277
0.140 0.794800 0.847800 0.563400 0.785100 1.391000 -0.020220 -0.002279 5.700000 -1.003000 0.109900 -0.010400 0.005196 -0.001100 4.780000 -0.400000 1450.200000 -0.063500 -0.005797 0.45200 0.42226 0.76189 0.60064
0.150 0.755400 0.803700 0.533500 0.750900 1.354000 -0.032830 -0.027980 5.740000 -0.996000 0.112600 -0.010125 0.005240 -0.001320 4.780000 -0.400000 1441.200000 -0.060700 -0.005855 0.44110 0.41616 0.75743 0.59834
0.160 0.710900 0.754800 0.499200 0.710700 1.311000 -0.047320 -0.047110 5.780000 -0.990100 0.115200 -0.009805 0.005266 -0.001520 4.780000 -0.400000 1431.600000 -0.058100 -0.005915 0.43033 0.41044 0.75224 0.59616
0.170 0.662400 0.701900 0.463100 0.665800 1.263000 -0.063640 -0.060970 5.820000 -0.985500 0.117500 -0.009505 0.005271 -0.001680 4.760000 -0.401000 1422.300000 -0.055700 -0.005976 0.41998 0.40507 0.74608 0.59390
0.180 0.612500 0.647800 0.426300 0.618900 1.211000 -0.081030 -0.070710 5.850000 -0.981800 0.119900 -0.009220 0.005257 -0.001830 4.760000 -0.402000 1413.700000 -0.053400 -0.006036 0.41042 0.40114 0.73979 0.59190
0.190 0.563000 0.594300 0.389400 0.571700 1.159000 -0.098180 -0.077370 5.890000 -0.979000 0.122100 -0.008955 0.005227 -0.001950 4.770000 -0.403000 1405.400000 -0.051200 -0.006096 0.40067 0.39772 0.73340 0.59015
0.200 0.516500 0.544300 0.354400 0.527400 1.110000 -0.113900 -0.081940 5.920000 -0.977200 0.124100 -0.008710 0.005181 -0.002050 4.790000 -0.403000 1396.500000 -0.049200 -0.006156 0.39107 0.39407 0.72692 0.58894
0.220 0.431200 0.452700 0.284100 0.448200 1.025000 -0.142300 -0.086350 5.970000 -0.973600 0.126700 -0.008254 0.005050 -0.002200 4.780000 -0.402000 1378.900000 -0.046100 -0.006273 0.38255 0.39038 0.72077 0.58828
0.240 0.353700 0.370300 0.215600 0.376600 0.954600 -0.166800 -0.086490 6.030000 -0.970300 0.128700 -0.007846 0.004878 -0.002300 4.800000 -0.401000 1360.900000 -0.043500 -0.006388 0.37488 0.38670 0.71489 0.58799
0.250 0.319200 0.333600 0.184400 0.345300 0.925300 -0.177600 -0.085780 6.050000 -0.969000 0.129200 -0.007662 0.004781 -0.002330 4.810000 -0.400000 1352.900000 -0.042400 -0.006444 0.36761 0.38296 0.70866 0.58803
0.260 0.286500 0.298800 0.153800 0.315800 0.899800 -0.187300 -0.085650 6.070000 -0.968200 0.129800 -0.007482 0.004678 -0.002350 4.830000 -0.398000 1344.500000 -0.041600 -0.006499 0.36064 0.37935 0.70194 0.58831
0.280 0.227200 0.236400 0.095150 0.262000 0.861000 -0.202700 -0.086060 6.110000 -0.967200 0.130900 -0.007150 0.004464 -0.002370 4.880000 -0.396000 1329.100000 -0.040200 -0.006605 0.35420 0.37544 0.69533 0.58880
0.290 0.199800 0.207900 0.067250 0.236900 0.846600 -0.209000 -0.085510 6.120000 -0.966800 0.131300 -0.006993 0.004356 -0.002370 4.910000 -0.393000 1320.800000 -0.039700 -0.006655 0.34827 0.37113 0.68878 0.58938
0.300 0.173100 0.180600 0.039650 0.212100 0.835500 -0.214700 -0.084100 6.140000 -0.966500 0.131600 -0.006843 0.004250 -0.002370 4.940000 -0.390000 1313.400000 -0.039000 -0.006704 0.34336 0.36726 0.68223 0.58959
0.320 0.124300 0.130700 -0.011770 0.166500 0.820500 -0.224300 -0.083610 6.160000 -0.966300 0.132000 -0.006556 0.004046 -0.002370 5.000000 -0.388000 1298.700000 -0.038000 -0.006799 0.33929 0.36432 0.67601 0.58966
0.340 0.075900 0.081910 -0.062540 0.119700 0.810900 -0.232200 -0.083050 6.180000 -0.966700 0.132800 -0.006287 0.003855 -0.002370 5.050000 -0.385000 1286.300000 -0.037100 -0.006887 0.33577 0.36162 0.66960 0.58953
0.350 0.051840 0.057870 -0.087720 0.096010 0.807700 -0.235600 -0.082730 6.180000 -0.967200 0.133200 -0.006157 0.003764 -0.002370 5.070000 -0.382000 1280.000000 -0.036700 -0.006929 0.33291 0.35912 0.66299 0.58928
0.360 0.028530 0.034660 -0.112000 0.072870 0.805600 -0.238800 -0.082130 6.190000 -0.968000 0.133700 -0.006030 0.003676 -0.002360 5.100000 -0.380000 1273.800000 -0.036200 -0.006970 0.33102 0.35746 0.65662 0.58886
0.380 -0.016120 -0.009451 -0.158800 0.028040 0.804900 -0.244000 -0.080620 6.190000 -0.970100 0.134400 -0.005789 0.003509 -0.002360 5.150000 -0.380000 1262.100000 -0.035400 -0.007047 0.32955 0.35635 0.65034 0.58843
0.400 -0.057690 -0.050400 -0.202200 -0.013920 0.809400 -0.247800 -0.078070 6.200000 -0.972800 0.135000 -0.005559 0.003354 -0.002350 5.190000 -0.380000 1252.100000 -0.034800 -0.007122 0.32873 0.35508 0.64402 0.58813
0.420 -0.097200 -0.089280 -0.242400 -0.054410 0.818700 -0.250100 -0.075060 6.200000 -0.975400 0.135600 -0.005344 0.003209 -0.002340 5.230000 -0.381000 1242.500000 -0.034300 -0.007192 0.32888 0.35348 0.63827 0.58788
0.440 -0.135400 -0.127000 -0.279800 -0.093890 0.829600 -0.252000 -0.071020 6.200000 -0.978000 0.136100 -0.005138 0.003075 -0.002320 5.270000 -0.384000 1233.600000 -0.033900 -0.007259 0.33050 0.35127 0.63273 0.58779
0.450 -0.154300 -0.145800 -0.297400 -0.113500 0.835100 -0.252800 -0.068920 6.200000 -0.979200 0.136500 -0.005042 0.003013 -0.002320 5.280000 -0.388000 1229.700000 -0.033700 -0.007292 0.33310 0.34994 0.62713 0.58778
0.460 -0.172800 -0.164200 -0.314600 -0.132700 0.840600 -0.253600 -0.067030 6.200000 -0.980500 0.136800 -0.004947 0.002952 -0.002310 5.300000 -0.393000 1225.900000 -0.033500 -0.007324 0.33668 0.34969 0.62163 0.58804
0.480 -0.208500 -0.199800 -0.347000 -0.169900 0.852000 -0.254900 -0.064270 6.200000 -0.983400 0.137700 -0.004765 0.002839 -0.002290 5.330000 -0.400000 1218.600000 -0.033000 -0.007387 0.34092 0.34988 0.61666 0.58865
0.500 -0.240400 -0.231800 -0.375500 -0.202700 0.865300 -0.255500 -0.062140 6.200000 -0.986700 0.138400 -0.004596 0.002735 -0.002280 5.350000 -0.406000 1212.400000 -0.032500 -0.007449 0.34660 0.35009 0.61140 0.58959
0.550 -0.313700 -0.305600 -0.441500 -0.278000 0.903000 -0.255800 -0.050230 6.200000 -0.994700 0.139000 -0.004206 0.002515 -0.002230 5.400000 -0.413000 1195.900000 -0.031000 -0.007598 0.35369 0.34934 0.60584 0.59069
0.600 -0.372800 -0.365200 -0.496900 -0.337800 0.947500 -0.252900 -0.036400 6.200000 -1.005000 0.138900 -0.003867 0.002347 -0.002170 5.490000 -0.421000 1181.600000 -0.029600 -0.007739 0.36128 0.34783 0.60059 0.59190
0.650 -0.419700 -0.412600 -0.538700 -0.385800 0.995800 -0.247700 -0.025210 6.200000 -1.015000 0.138800 -0.003578 0.002225 -0.002110 5.620000 -0.431000 1170.100000 -0.028500 -0.007870 0.36905 0.34636 0.59562 0.59324
0.667 -0.433900 -0.426900 -0.551400 -0.400400 1.012000 -0.245800 -0.020750 6.200000 -1.018000 0.138700 -0.003490 0.002193 -0.002080 5.670000 -0.441000 1166.600000 -0.028000 -0.007912 0.37718 0.34554 0.59069 0.59468
0.700 -0.459000 -0.452400 -0.574600 -0.425900 1.043000 -0.242100 -0.011470 6.200000 -1.026000 0.138400 -0.003326 0.002143 -0.002040 5.780000 -0.452000 1159.500000 -0.027200 -0.007989 0.38573 0.34616 0.58583 0.59622
0.750 -0.491200 -0.485100 -0.605300 -0.457500 1.090000 -0.236200 0.002752 6.200000 -1.037000 0.137700 -0.003110 0.002096 -0.001960 5.960000 -0.464000 1149.700000 -0.026000 -0.008094 0.39468 0.34832 0.58105 0.59794
0.800 -0.517100 -0.511700 -0.630800 -0.482000 1.137000 -0.230100 0.019870 6.200000 -1.048000 0.136500 -0.002923 0.002077 -0.001890 6.160000 -0.475000 1140.100000 -0.024900 -0.008184 0.40371 0.35201 0.57688 0.60008
0.850 -0.540700 -0.535700 -0.654500 -0.504600 1.183000 -0.224000 0.039440 6.200000 -1.060000 0.135100 -0.002758 0.002081 -0.001810 6.370000 -0.486000 1132.200000 -0.023900 -0.008258 0.41267 0.35536 0.57320 0.60269
0.900 -0.561400 -0.557000 -0.675200 -0.524500 1.228000 -0.217600 0.060230 6.200000 -1.071000 0.133500 -0.002616 0.002102 -0.001730 6.560000 -0.497000 1124.700000 -0.023100 -0.008315 0.42177 0.35813 0.56959 0.60562
0.950 -0.579300 -0.575400 -0.692600 -0.541600 1.274000 -0.211100 0.082750 6.200000 -1.080000 0.131600 -0.002485 0.002133 -0.001650 6.750000 -0.508000 1118.600000 -0.022200 -0.008356 0.43138 0.36128 0.56586 0.60904
1.000 -0.595300 -0.591800 -0.708200 -0.557100 1.320000 -0.204600 0.106900 6.200000 -1.089000 0.129200 -0.002360 0.002170 -0.001580 6.940000 -0.518000 1113.000000 -0.021500 -0.008378 0.44039 0.36527 0.56270 0.61298
1.100 -0.623200 -0.619800 -0.737600 -0.583900 1.411000 -0.191900 0.154600 6.200000 -1.104000 0.123600 -0.002185 0.002243 -0.001430 7.330000 -0.528000 1103.700000 -0.020200 -0.008363 0.44865 0.37022 0.56000 0.61729
1.200 -0.648800 -0.645800 -0.763500 -0.608600 1.497000 -0.180300 0.199400 6.200000 -1.116000 0.117300 -0.002030 0.002314 -0.001300 7.700000 -0.538000 1095.200000 -0.019100 -0.008264 0.45699 0.37512 0.55702 0.62157
1.300 -0.678800 -0.675700 -0.792300 -0.639400 1.574000 -0.170700 0.253000 6.200000 -1.126000 0.110200 -0.001875 0.002382 -0.001180 8.070000 -0.547000 1086.500000 -0.017800 -0.008062 0.46569 0.37939 0.55374 0.62567
1.400 -0.713000 -0.710000 -0.822300 -0.675100 1.641000 -0.163300 0.304900 6.200000 -1.136000 0.103600 -0.001745 0.002446 -0.001070 8.400000 -0.557000 1077.200000 -0.016400 -0.007762 0.47450 0.38315 0.55065 0.62969
1.500 -0.750400 -0.747200 -0.853400 -0.715200 1.698000 -0.157600 0.353800 6.200000 -1.144000 0.097710 -0.001620 0.002506 -0.000974 8.720000 -0.567000 1067.400000 -0.015200 -0.007375 0.48287 0.38675 0.54793 0.63347
1.600 -0.788900 -0.786400 -0.883900 -0.755800 1.752000 -0.151300 0.398400 6.200000 -1.152000 0.092370 -0.001520 0.002563 -0.000886 8.990000 -0.578000 1056.400000 -0.014100 -0.006918 0.49017 0.39115 0.54490 0.63652
1.700 -0.828400 -0.827000 -0.909800 -0.798500 1.801000 -0.145000 0.441500 6.200000 -1.160000 0.087630 -0.001415 0.002617 -0.000807 9.170000 -0.590000 1045.300000 -0.012900 -0.006419 0.49619 0.39502 0.54147 0.63887
1.800 -0.868900 -0.868500 -0.934400 -0.843500 1.847000 -0.138800 0.484500 6.200000 -1.168000 0.083280 -0.001340 0.002666 -0.000737 9.310000 -0.602000 1034.900000 -0.011800 -0.005903 0.50150 0.39819 0.53791 0.64067
1.900 -0.910000 -0.909900 -0.960600 -0.890100 1.893000 -0.132100 0.526300 6.200000 -1.173000 0.079130 -0.001265 0.002711 -0.000675 9.460000 -0.613000 1024.600000 -0.010900 -0.005387 0.50599 0.40069 0.53450 0.64182
2.000 -0.953000 -0.954200 -0.988900 -0.936300 1.934000 -0.126500 0.566300 6.200000 -1.177000 0.074950 -0.001190 0.002751 -0.000621 9.560000 -0.625000 1014.400000 -0.010200 -0.004886 0.50993 0.40204 0.53133 0.64194
2.200 -1.044000 -1.050000 -1.041000 -1.032000 2.017000 -0.112400 0.635900 6.200000 -1.181000 0.068200 -0.001088 0.002818 -0.000534 9.600000 -0.638000 992.760000 -0.008960 -0.003985 0.51349 0.40210 0.52829 0.64107
2.400 -1.138000 -1.154000 -1.094000 -1.126000 2.097000 -0.095690 0.701100 6.200000 -1.182000 0.062710 -0.000991 0.002865 -0.000470 9.530000 -0.645000 973.490000 -0.007900 -0.003255 0.51650 0.40148 0.52515 0.63976
2.500 -1.186000 -1.206000 -1.125000 -1.173000 2.131000 -0.088240 0.732500 6.200000 -1.182000 0.060530 -0.000948 0.002880 -0.000446 9.490000 -0.648000 964.540000 -0.007420 -0.002959 0.51870 0.40085 0.52186 0.63872
2.600 -1.238000 -1.261000 -1.161000 -1.225000 2.161000 -0.081800 0.763500 6.200000 -1.181000 0.058880 -0.000900 0.002890 -0.000426 9.460000 -0.651000 956.160000 -0.006970 -0.002707 0.52015 0.40044 0.51853 0.63798
2.800 -1.349000 -1.377000 -1.241000 -1.336000 2.217000 -0.068820 0.824200 6.200000 -1.176000 0.055730 -0.000810 0.002892 -0.000397 9.450000 -0.652000 939.010000 -0.006150 -0.002307 0.52097 0.39980 0.51491 0.63739
3.000 -1.463000 -1.496000 -1.330000 -1.453000 2.268000 -0.056800 0.883600 6.200000 -1.168000 0.052610 -0.000704 0.002870 -0.000350 9.490000 -0.645000 921.230000 -0.005430 -0.002025 0.52179 0.39886 0.51070 0.63690
3.200 -1.581000 -1.619000 -1.425000 -1.569000 2.303000 -0.048700 0.938200 6.200000 -1.160000 0.050690 -0.000639 0.002822 -0.000200 9.510000 -0.641000 904.140000 -0.004790 -0.001836 0.52305 0.39689 0.50642 0.63678
3.400 -1.689000 -1.731000 -1.509000 -1.677000 2.333000 -0.039880 0.981900 6.200000 -1.156000 0.050610 -0.000577 0.002752 -0.000120 9.480000 -0.630000 888.700000 -0.004230 -0.001710 0.52408 0.39438 0.50215 0.63691
3.500 -1.740000 -1.784000 -1.553000 -1.730000 2.347000 -0.035940 1.001000 6.200000 -1.154000 0.050710 -0.000547 0.002710 -0.000100 9.470000 -0.628000 881.420000 -0.003970 -0.001662 0.52485 0.39179 0.49792 0.63691
3.600 -1.792000 -1.836000 -1.601000 -1.782000 2.361000 -0.032380 1.020000 6.200000 -1.151000 0.050570 -0.000519 0.002663 -0.000095 9.480000 -0.623000 874.260000 -0.003730 -0.001625 0.52561 0.38959 0.49358 0.63656
3.800 -1.894000 -1.937000 -1.700000 -1.890000 2.385000 -0.026020 1.055000 6.200000 -1.144000 0.050080 -0.000464 0.002559 0.000000 9.490000 -0.611000 860.430000 -0.003300 -0.001568 0.52656 0.38729 0.48900 0.63664
4.000 -1.999000 -2.039000 -1.806000 -1.999000 2.413000 -0.020680 1.088000 6.200000 -1.133000 0.048750 -0.000412 0.002443 0.000000 9.510000 -0.600000 847.560000 -0.002930 -0.001530 0.52701 0.38482 0.48369 0.63725
4.200 -2.103000 -2.141000 -1.910000 -2.106000 2.438000 -0.015490 1.116000 6.200000 -1.121000 0.047640 -0.000362 0.002318 0.000000 9.520000 -0.590000 835.890000 -0.002570 -0.001504 0.52914 0.38235 0.47779 0.63808
4.400 -2.203000 -2.241000 -2.011000 -2.208000 2.462000 -0.011090 1.142000 6.200000 -1.110000 0.046810 -0.000315 0.002189 0.000000 9.540000 -0.578000 825.460000 -0.002240 -0.001485 0.53211 0.38034 0.47172 0.63903
4.600 -2.305000 -2.344000 -2.109000 -2.309000 2.476000 -0.008411 1.164000 6.200000 -1.101000 0.046890 -0.000270 0.002059 0.000000 9.540000 -0.563000 816.480000 -0.001920 -0.001470 0.53349 0.37980 0.46516 0.63997
4.800 -2.407000 -2.450000 -2.206000 -2.408000 2.483000 -0.007098 1.181000 6.200000 -1.092000 0.048030 -0.000227 0.001931 0.000000 9.530000 -0.544000 809.050000 -0.001610 -0.001457 0.53685 0.38183 0.45784 0.64043
5.000 -2.512000 -2.558000 -2.306000 -2.506000 2.488000 -0.005876 1.192000 6.200000 -1.085000 0.050140 -0.000185 0.001810 0.000000 9.500000 -0.522000 802.670000 -0.001350 -0.001446 0.53961 0.38549 0.44984 0.63998
5.500 -2.776000 -2.831000 -2.564000 -2.753000 2.496000 -0.001251 1.204000 6.200000 -1.065000 0.057980 -0.000088 0.001546 0.000000 9.360000 -0.476000 790.210000 -0.000823 -0.001417 0.53757 0.38679 0.44248 0.63865
6.000 -3.053000 -3.120000 -2.836000 -3.010000 2.492000 -0.000063 1.206000 6.200000 -1.043000 0.067320 0.000000 0.001337 0.000000 9.100000 -0.437000 782.060000 -0.000456 -0.001396 0.53492 0.38948 0.43556 0.63641
6.500 -3.325000 -3.406000 -3.103000 -3.256000 2.467000 0.000000 1.194000 6.200000 -1.030000 0.080820 0.000000 0.001176 0.000000 8.690000 -0.400000 776.360000 -0.000215 -0.001383 0.53281 0.39253 0.42732 0.63347
7.000 -3.586000 -3.678000 -3.373000 -3.493000 2.426000 0.000000 1.177000 6.200000 -1.024000 0.096680 0.000000 0.001057 0.000000 8.290000 -0.366000 772.820000 -0.000070 -0.001375 0.52963 0.39481 0.41907 0.62962
7.500 -3.835000 -3.936000 -3.636000 -3.720000 2.384000 0.000000 1.162000 6.200000 -1.019000 0.111600 0.000000 0.000975 0.000000 7.810000 -0.338000 770.950000 -0.000007 -0.001371 0.52521 0.39851 0.41093 0.62800
8.000 -4.068000 -4.175000 -3.894000 -3.932000 2.344000 0.000000 1.152000 6.200000 -1.016000 0.124700 0.000000 0.000923 0.000000 7.370000 -0.317000 770.100000 0.000000 -0.001368 0.50744 0.40286 0.40174 0.62596
8.500 -4.292000 -4.402000 -4.142000 -4.137000 2.308000 0.000000 1.138000 6.200000 -1.012000 0.137700 0.000000 0.000895 0.000000 6.800000 -0.303000 768.530000 0.000000 -0.001368 0.49611 0.41629 0.39884 0.61769
9.000 -4.500000 -4.609000 -4.392000 -4.330000 2.258000 0.000000 1.142000 6.200000 -1.013000 0.150200 0.000000 0.000885 0.000000 6.430000 -0.292000 768.710000 0.000000 -0.001366 0.49300 0.41771 0.38229 0.60829
9.500 -4.689000 -4.800000 -4.605000 -4.509000 2.221000 0.000000 1.158000 6.200000 -1.013000 0.157900 0.000000 0.000888 0.000000 6.130000 -0.284000 771.660000 0.000000 -0.001363 0.48988 0.41800 0.37895 0.59272
10.00 -4.870000 -4.989000 -4.795000 -4.668000 2.187000 0.000000 1.158000 6.200000 -1.015000 0.160100 0.000000 0.000896 0.000000 5.930000 -0.276700 775.000000 0.000000 -0.001360 0.48361 0.41840 0.37531 0.58136
""")
add_alias('StewartEtAl2016RegCHN', StewartEtAl2016, region="CHN")
add_alias('StewartEtAl2016RegJPN', StewartEtAl2016, region="JPN")
add_alias('StewartEtAl2016NoSOF', StewartEtAl2016, sof=0)
add_alias('StewartEtAl2016CHNNoSOF', StewartEtAl2016, region="CHN", sof=0)
add_alias('StewartEtAl2016JPNNoSOF', StewartEtAl2016, region="JPN", sof=0)