openquake.hazardlib.gsim package¶
Groundshaking intensity models¶
abrahamson_2014¶
 Module exports
AbrahamsonEtAl2014
AbrahamsonEtAl2014RegCHN
AbrahamsonEtAl2014RegJPN
AbrahamsonEtAl2014RegTWN

class
openquake.hazardlib.gsim.abrahamson_2014.
AbrahamsonEtAl2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE by Abrahamson, Silva and Kamai developed within the the PEER West 2 Project. This GMPE is described in a paper published in 2014 on Earthquake Spectra, Volume 30, Number 3 and titled ‘Summary of the ASK14 Ground Motion Relation for Active Crustal Regions’.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables as per annex B of Abrahamson et al. (2014)

CONSTS
= {'h1': 0.25, 'h2': 1.5, 'm2': 5.0, 'h3': 0.75, 'n': 1.5}¶ equation constants (that are IMT independent)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (RotD50)'¶ Supported intensity measure component is orientationindependent average horizontal
RotD50
, see page 1025.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see tables 4 pages 1036

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see paragraph “Equations for standard deviations”, page 1046.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see title!

REQUIRES_DISTANCES
= set(['rx', 'rjb', 'ry0', 'rrup'])¶ Required distance measures are Rrup, Rjb, Ry0 and Rx (see Table 2, page 1031).

REQUIRES_RUPTURE_PARAMETERS
= set(['width', 'rake', 'dip', 'ztor', 'mag'])¶ Required rupture parameters are magnitude, rake, dip, ztor, and width (see table 2, page 1031)

REQUIRES_SITES_PARAMETERS
= set(['vs30measured', 'z1pt0', 'vs30'])¶ Required site parameters are Vs30 and Z1.0, see table 2, page 1031 Unit of measure for Z1.0 is [m]

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.abrahamson_2014.
AbrahamsonEtAl2014RegCHN
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2014.AbrahamsonEtAl2014
Implements GMPE developed by Abrahamson, Silva and Kamai in 2014 as part of the PEER West 2 Project. The GMPE is described in a paper published in 2014 on Earthquake Spectra, Volume 30, Number 3.
Regional corrections for China

class
openquake.hazardlib.gsim.abrahamson_2014.
AbrahamsonEtAl2014RegJPN
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2014.AbrahamsonEtAl2014
Implements GMPE developed by Abrahamson, Silva and Kamai in 2014 as part of the PEER West 2 Project. The GMPE is described in a paper published in 2014 on Earthquake Spectra, Volume 30, Number 3.
Regional corrections for Japan

class
openquake.hazardlib.gsim.abrahamson_2014.
AbrahamsonEtAl2014RegTWN
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2014.AbrahamsonEtAl2014
Implements GMPE developed by Abrahamson, Silva and Kamai in 2014 as part of the PEER West 2 Project. The GMPE is described in a paper published in 2014 on Earthquake Spectra, Volume 30, Number 3.
Regional corrections for Taiwan
abrahamson_2015¶
 Module exports
AbrahamsonEtAl2015
AbrahamsonEtAl2015SInter
AbrahamsonEtAl2015SInterHigh
AbrahamsonEtAl2015SInterLow
AbrahamsonEtAl2015SSlab
AbrahamsonEtAl2015SSlabHigh
AbrahamsonEtAl2015SSlabLow

class
openquake.hazardlib.gsim.abrahamson_2015.
AbrahamsonEtAl2015SInter
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the Subduction GMPE developed by Norman Abrahamson, Nicholas Gregor and Kofi Addo, otherwise known as the “BC Hydro” Model, published as “BC Hydro Ground Motion Prediction Equations For Subduction Earthquakes (2015, Earthquake Spectra, in press), for subduction interface events.
From observations of very large events it was found that the magnitude scaling term can be adjusted as part of the epistemic uncertainty model. The adjustment comes in the form of the parameter DeltaC1, which is period dependent for interface events. To capture the epistemic uncertainty in DeltaC1, three models are proposed: a ‘central’, ‘upper’ and ‘lower’ model. The current class implements the ‘central’ model, whilst additional classes will implement the ‘upper’ and ‘lower’ alternatives.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

COEFFS_MAG_SCALE
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'theta3': 0.1, 'c': 1.88, 'c4': 10.0, 'theta4': 0.9, 'theta5': 0.0, 'C1': 7.8, 'theta9': 0.4, 'n': 1.18}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean component

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see table 3, pages 12  13

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ Supported tectonic region type is subduction interface

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is closest distance to rupture, for interface events

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude for the interface model

REQUIRES_SITES_PARAMETERS
= set(['backarc', 'vs30'])¶ Site amplification is dependent upon Vs30 For the Abrahamson et al (2013) GMPE a new term is introduced to determine whether a site is on the forearc with respect to the subduction interface, or on the backarc. This boolean is a vector containing True for a backarc site or False for a forearc or unknown site.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.abrahamson_2015.
AbrahamsonEtAl2015SInterHigh
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2015.AbrahamsonEtAl2015SInter
Defines the Abrahamson et al. (2013) scaling relation assuming the upper values of the magnitude scaling for large slab earthquakes, as defined in table 4

COEFFS_MAG_SCALE
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.abrahamson_2015.
AbrahamsonEtAl2015SInterLow
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2015.AbrahamsonEtAl2015SInter
Defines the Abrahamson et al. (2013) scaling relation assuming the lower values of the magnitude scaling for large slab earthquakes, as defined in table 4

COEFFS_MAG_SCALE
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.abrahamson_2015.
AbrahamsonEtAl2015SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2015.AbrahamsonEtAl2015SInter
Implements the Subduction GMPE developed by Norman Abrahamson, Nicholas Gregor and Kofi Addo, otherwise known as the “BC Hydro” Model, published as “BC Hydro Ground Motion Prediction Equations For Subduction Earthquakes (2013, Earthquake Spectra, in press). This implements only the inslab GMPE. For inslab events the source is considered to be a point source located at the hypocentre. Therefore the hypocentral distance metric is used in place of the rupture distance, and the hypocentral depth is used to scale the ground motion by depth

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶ Supported tectonic region type is subduction inslab

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral for inslab events

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'mag'])¶ Inslab events require constraint of hypocentral depth and magnitude


class
openquake.hazardlib.gsim.abrahamson_2015.
AbrahamsonEtAl2015SSlabHigh
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2015.AbrahamsonEtAl2015SSlab
Defines the Abrahamson et al. (2013) scaling relation assuming the upper values of the magnitude scaling for large slab earthquakes, as defined in table 8

class
openquake.hazardlib.gsim.abrahamson_2015.
AbrahamsonEtAl2015SSlabLow
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2015.AbrahamsonEtAl2015SSlab
Defines the Abrahamson et al. (2013) scaling relation assuming the lower values of the magnitude scaling for large slab earthquakes, as defined in table 8
abrahamson_silva_1997¶
Module exports AbrahamsonSilva1997
.

class
openquake.hazardlib.gsim.abrahamson_silva_1997.
AbrahamsonSilva1997
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by N. A. Abrahamson and W. J. Silva and published as “Empirical Response Spectral Attenuation Relations for Shallow Crustal Earthquakes”, Seismological Research Letters, v.68, no. 1, p. 94127, 1997.
The GMPE distinguishes between rock (vs30 >= 600) and deep soil (vs30 < 600). The rake angle is also taken into account to distinguish between ‘reverse’ (45 <= rake < 135) and ‘other’. If an earthquake rupture is classified as ‘reverse’, then the hangingwall term is included in the mean calculation.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table (table 3, page 108)

COEFFS_STD
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for standard deviation calculation (table 4, page 109)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components (see paragraph ‘Regression Model’, page 105)

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are PGA and SA. PGA is assumed to have same coefficients as SA(0.01)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is Total (see equations 13 pp. 106 and table 4, page 109).

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ‘active shallow crust’ (see Introduction, page 94)

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is RRup (eq. 3, page 105).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude, and rake (eq. 3, page 105). Rake is used to distinguish between ‘reverse’ (45 <= rake <= 135) and ‘other’ (i.e. strikeslip and normal). If an earthquake is classified as ‘reverse’ than the hangingwall term is taken into account.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ The only site parameter is vs30 used to distinguish between rock (vs30 > 600 m/s) and deep soil (see table 2, page 95)

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

abrahamson_silva_2008¶
Module exports AbrahamsonSilva2008
.

class
openquake.hazardlib.gsim.abrahamson_silva_2008.
AbrahamsonSilva2008
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Norman Abrahamson and Walter Silva and published as “Summary of the Abrahamson & Silva NGA GroundMotion Relations” (2008, Earthquakes Spectra, Volume 24, Number 1, pages 6797). This class implements only the equations for mainshock/foreshocks/swarms type events, that is the aftershock term (4th term in equation 1, page 74) is set to zero. The constant displacement model (page 80) is also not implemented (that is equation 1, page 74 is used for all periods and no correction is applied for periods greater than the constant displacement period). This class implements also the corrections (for standard deviation and hanging wall term calculation) as described in: http://peer.berkeley.edu/products/abrahamsonsilva_nga_report_files/ AS08_NGA_errata.pdf

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables obtained by joining table 5a page 84, and table 5b page 85.

CONSTS
= {'a3': 0.265, 'a5': 0.398, 'a4': 0.231, 'sigma_amp': 0.3, 'c2': 50, 'c1': 6.75, 'n': 1.18, 'c': 1.88, 'c4': 4.5}¶ equation constants (that are IMT independent)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (GMRotI50)'¶ Supported intensity measure component is orientationindependent average horizontal
GMRotI50
, see abstract, page 67.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see tables 5a and 5b pages 84, 85, respectively.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see paragraph “Equations for standard deviations”, page 81.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see paragraph ‘Data Set Selection’, see page 68.

REQUIRES_DISTANCES
= set(['rx', 'rjb', 'rrup'])¶ Required distance measures are Rrup, Rjb and Rx (see Table 2, page 75).

REQUIRES_RUPTURE_PARAMETERS
= set(['width', 'rake', 'dip', 'ztor', 'mag'])¶ Required rupture parameters are magnitude, rake, dip, ztor, and width (see table 2, page 75)

REQUIRES_SITES_PARAMETERS
= set(['vs30measured', 'z1pt0', 'vs30'])¶ Required site parameters are Vs30, Vs30 type (measured or inferred), and Z1.0, see paragraph ‘Soil Depth Model’, page 79, and table 6, page 86.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

akkar_2013¶
Module exports AkkarEtAl2013
.

class
openquake.hazardlib.gsim.akkar_2013.
AkkarEtAl2013
[source]¶ Bases:
openquake.hazardlib.gsim.akkar_2014.AkkarEtAlRjb2014
To ensure backwards compatibility with existing seismic hazard models, the call AkkarEtAl2013 is retained as legacy. The AkkarEtAl2013 GMPE is now implemented as AkkarEtAlRjb2014

deprecated
= True¶

akkar_2014¶
 Module exports
AkkarEtAlRjb2014
AkkarEtAlRepi2014
AkkarEtAlRhypo2014
.

class
openquake.hazardlib.gsim.akkar_2014.
AkkarEtAlRepi2014
[source]¶ Bases:
openquake.hazardlib.gsim.akkar_2014.AkkarEtAlRjb2014
Implements GMPE developed by S. Akkar, M. A. Sandikkaya, and J. J. Bommer as published in “Empirical GroundMotion Models for Point and Extended Source Crustal Earthquake Scenarios in Europe and the Middle East”, Bullettin of Earthquake Engineering (2014).
The class implements the equations for epicentral distance and based on manuscript provided by the original authors.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

REQUIRES_DISTANCES
= set(['repi'])¶


class
openquake.hazardlib.gsim.akkar_2014.
AkkarEtAlRhyp2014
[source]¶ Bases:
openquake.hazardlib.gsim.akkar_2014.AkkarEtAlRjb2014
Implements GMPE developed by S. Akkar, M. A. Sandikkaya, and J. J. Bommer as published in “Empirical GroundMotion Models for Point and Extended Source Crustal Earthquake Scenarios in Europe and the Middle East”, Bullettin of Earthquake Engineering (2014).
The class implements the equations for hypocentral distance and based on manuscript provided by the original authors.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

REQUIRES_DISTANCES
= set(['rhypo'])¶


class
openquake.hazardlib.gsim.akkar_2014.
AkkarEtAlRjb2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by S. Akkar, M. A. Sandikkaya, and J. J. Bommer as published in “Empirical GroundMotion Models for Point and Extended Source Crustal Earthquake Scenarios in Europe and the Middle East”, Bulletin of Earthquake Engineering (2014), 12(1): 359  387 The class implements the equations for JoynerBoore distance and based on manuscript provided by the original authors.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table (from Table 3 and 4a, page 22) Table 4.a: Perioddependent regression coefficients of the RJB groundmotion model sigma is the ‘intraevent’ standard deviation, while tau is the ‘interevent’ standard deviation

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ The supported intensity measure component is ‘average horizontal’, see section ‘A New Generation of European GroundMotion Models’, page 8

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ The supported intensity measure types are PGA, PGV, and SA, see table 4.a, pages 2223

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ The supported standard deviations are total, inter and intra event, see table 4.a, pages 2223

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ The supported tectonic region type is active shallow crust because the equations have been developed for “all seismically active regions bordering the Mediterranean Sea and extending to the Middle East”, see section ‘A New Generation of European GroundMotion Models’, page 4.

REQUIRES_DISTANCES
= set(['rjb'])¶ The required distance parameter is ‘JoynerBoore’ distance, because coefficients in table 4.a, pages 2223, are used.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ The required rupture parameters are rake and magnitude, see equation 1, page 20.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ The required site parameter is vs30, see equation 1, page 20.

c1
= 6.75¶ c1 is the reference magnitude, fixed to 6.75Mw (which happens to be the same value used in Boore and Atkinson, 2008) see paragraph ‘Functional Form of Predictive Equations and Regressions’, page 21

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.Implement equation 1, page 20.

akkar_bommer_2010¶
Module exports AkkarBommer2010
,
class:AkkarBommer2010SWISS01,
class:AkkarBommer2010SWISS04,
class:AkkarBommer2010SWISS08,

class
openquake.hazardlib.gsim.akkar_bommer_2010.
AkkarBommer2010
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Sinan Akkar and Julian J. Bommer and published as “Empirical Equations for the Prediction of PGA, PGV, and Spectral Accelerations in Europe, the Mediterranean Region, and the Middle East”, Seismological Research Letters, 81(2), 195206. SA at 4 s (not supported by the original equations) has been added in the context of the SHARE project and assumed to be equal to SA at 3 s but scaled with proper factor. Equation coefficients for PGA and SA periods up to 0.05 seconds have been taken from updated model as described in ‘Extending groundmotion prediction equations for spectral accelerations to higher response frequencies’,Julian J. Bommer, Sinan Akkar, Stephane Drouet, Bull. Earthquake Eng. (2012) volume 10, pages 379  399. Coefficients for PGV and SA above 0.05 seconds are taken from the original 2010 publication.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ For PGA and SA up to 0.05 seconds, coefficients are taken from table 5, page 385 of ‘Extending groundmotion prediction equations for spectral accelerations to higher response frequencies’, while for PGV and SA with periods greater than 0.05 coefficients are taken from table 1, pages 200201 of ‘Empirical Equations for the Prediction of PGA, PGV, and Spectral Accelerations in Europe, the Mediterranean Region, and the Middle East’

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components
AVERAGE_HORIZONTAL
, see page 196.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see equation 2, page 199.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ‘active shallow crust’ because the equations have been derived from data from Southern Europe, North Africa, and active areas of the Middle East, as explained in the

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is RRup (eq. 1, page 199).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake (eq. 1, page 199).

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30 (used to distinguish rock and stiff and soft soil).

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.akkar_bommer_2010.
AkkarBommer2010SWISS01
[source]¶ Bases:
openquake.hazardlib.gsim.akkar_bommer_2010.AkkarBommer2010
This class extends
AkkarBommer2010
adjusted to be used for the Swiss Hazard Model [2014]. This GMPE is valid for a fixed value of vs30=600m/s# kappa value Kadjustments corresponding to model 01  as prepared by Ben Edwards Kvalue for PGA were not provided but infered from SA[0.01s] the model considers a fixed value of vs30=600 to match the reference vs30=1100m/s
# smallmagnitude correction
# single station sigma  interevent magnitude/distance adjustment
Disclaimer: these equations are modified to be used for the Swiss Seismic Hazard Model [2014]. The use of these models is the soly responsability of the hazard modeler.
Model implmented by laurentiu.danciu@gmail.com

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.akkar_bommer_2010.
AkkarBommer2010SWISS04
[source]¶ Bases:
openquake.hazardlib.gsim.akkar_bommer_2010.AkkarBommer2010SWISS01
This class extends
AkkarBommer2010
following same strategy as forAkkarBommer2010SWISS01

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶


class
openquake.hazardlib.gsim.akkar_bommer_2010.
AkkarBommer2010SWISS08
[source]¶ Bases:
openquake.hazardlib.gsim.akkar_bommer_2010.AkkarBommer2010SWISS01
This class extends
AkkarBommer2010
following same strategy as forAkkarBommer2010SWISS01
to be used for the Swiss Hazard Model [2014].
COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶

akkar_bommer_2010_swiss_coeffs¶
akkar_cagnan_2010¶
Module exports AkkarCagnan2010
.

class
openquake.hazardlib.gsim.akkar_cagnan_2010.
AkkarCagnan2010
[source]¶ Bases:
openquake.hazardlib.gsim.boore_atkinson_2008.BooreAtkinson2008
Implements GMPE developed by Sinnan Akkar and Zehra Cagnan and published as “A Local GroundMotion Predictive Model for Turkey, and Its Comparison with Other Regional and Global GroundMotion Models” (2010, Bulletin of the Seismological Society of America, Volume 100, No. 6, pages 29782995). It extends
openquake.hazardlib.gsim.boore_atkinson_2008.BooreAtkinson2008
because the linear and nonlinear site effects are described by the same site response function used in Boore and Atkinson 2008.
COEFFS_AC10
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table (from Table 3, p. 2985) sigma is the ‘intraevent’ standard deviation, while tau is the ‘interevent’ standard deviation

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is geometric mean of two horizontal components : attr:~openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL, see paragraph ‘Functional Form’, p. 2981.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see paragraph

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see Table 3, p. 2985.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust (the equations being developed for Turkey, see paragraph ‘Strong Motion Databank’, p. 2981)

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb. See paragraph ‘Functional Form’, p. 2981.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude, and rake. See paragraph ‘Functional Form’, p. 2981.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30. See paragraph ‘Functionl Form’, p. 2981.

c1
= 6.5¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

allen_2012¶
Module exports Allen2012

class
openquake.hazardlib.gsim.allen_2012.
Allen2012
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by T. Allen and published as “Stochastic ground motion prediction equations for southeastern Australian earthquakes using updated source and attenuation parameters”, 2012, Geoscience Australia Record 2012/69. Document available at: https://www.ga.gov.au/products/servlet/controller?event=GEOCAT_DETAILS&catno=74133

COEFFS_DEEP
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients for deep events taken from Excel file produced by Trevor Allen and provided by Geoscience Australia (20120821.GMPE_coeffs.xls) (coefficients in the original report are not correct)

COEFFS_SHALLOW
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients for shallow events taken from Excel file produced by Trevor Allen and provided by Geoscience Australia (20120821.GMPE_coeffs.xls) (coefficients in the original report are not correct)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Median horizontal'¶ Supported intensity measure component is the median horizontal component see table 7, page 35

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types is spectral acceleration, see table 7, page 35, and PGA (coefficients assumed to be the same of SA(0.01))

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is only total, see table 7, page 35

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is stable continental crust

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is closest distance to rupture, see paragraph ‘Regression of Model Coefficients’, page 32

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'mag'])¶ Required rupture parameters are magnitude and hypocentral depth, see paragraph ‘Regression of Model Coefficients’, page 32 and tables 7 and 8, pages 35, 36

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameters are needed, the GMPE is calibrated for average South East Australia site conditions (assumed consistent to Vs30 = 820 m/s) see paragraph ‘Executive Summary’, page VII

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

allen_2012_ipe¶
 Module exports :class:’AllenEtAl2012’,
 ‘AllenEtAl2012Rhypo’

class
openquake.hazardlib.gsim.allen_2012_ipe.
AllenEtAl2012
[source]¶ Bases:
openquake.hazardlib.gsim.base.IPE
Implements the Intensity Prediction Equation of Allen, Wald and Worden (2012) for Modified Mercalli Intensity in Active Crustal Regions Allen, T. I., Wald, D. J. and Worden, C. B. (2012) Intensity attenuation in active crustal regions, J. Seismology, 16: 409  433
This class implements the version using rupture distance, neglecting site amplification

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is not considered for IPEs, so we assume equivalent to ‘average horizontal’

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.MMI'>])¶ Supported intensity measure types are peak ground acceleration and peak ground velocity

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ The GMPE is derived from induced earthquakes

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rupture distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude (ML is used)

REQUIRES_SITES_PARAMETERS
= set([])¶ No required site parameters (in the present version)

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.allen_2012_ipe.
AllenEtAl2012Rhypo
[source]¶ Bases:
openquake.hazardlib.gsim.allen_2012_ipe.AllenEtAl2012
Version of the Allen, Wald and Worden (2012) IPE for hypocentral distance

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

armenia_2016¶
Armenian modification to selected active shallow crustal GMPEs
Module exports AkkarEtAlRjb2014Armenia
,
BindiEtAl2014RjbArmenia
,
BooreEtAl2014LowQArmenia
,
CauzziEtAl2014Armenia
,
KaleEtAl2015Armenia
,
KothaEtAl2016Armenia
,
ChiouYoungs2014Armenia

class
openquake.hazardlib.gsim.armenia_2016.
AkkarEtAlRjb2014Armenia
[source]¶ Bases:
openquake.hazardlib.gsim.akkar_2014.AkkarEtAlRjb2014
A

ADJUST
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.armenia_2016.
BindiEtAl2014RjbArmenia
[source]¶ Bases:
openquake.hazardlib.gsim.bindi_2014.BindiEtAl2014Rjb
Adjustment of Bindi et al based on Armenian data

ADJUST
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.armenia_2016.
BooreEtAl2014LowQArmenia
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014LowQ
Adjustment of Boore et al for Low Q regions  adjusted for Armenian data

ADJUST
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.armenia_2016.
CauzziEtAl2014Armenia
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_2014.CauzziEtAl2014
Adjustment of Cauzzi et al. (2014) for Armenia

ADJUST
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.armenia_2016.
ChiouYoungs2014Armenia
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2014.ChiouYoungs2014
Adaptation of Chiou & Youngs (2014) for use in Armenia

ADJUST
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.armenia_2016.
KaleEtAl2015Armenia
[source]¶ Bases:
openquake.hazardlib.gsim.kale_2015.KaleEtAl2015Turkey
Adjustment of Kale et al (2015)  Turkish version, for use in Armenia

ADJUST
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.armenia_2016.
KothaEtAl2016Armenia
[source]¶ Bases:
openquake.hazardlib.gsim.kotha_2016.KothaEtAl2016Turkey
Adaptation of Kotha et al. (2016)  Turkey Regionalisation  for use in Armenia

ADJUST
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

atkinson_2015¶
Module exports :class:’Atkinson2015’

class
openquake.hazardlib.gsim.atkinson_2015.
Atkinson2015
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the Induced Seismicity GMPE of Atkinson (2015) Atkinson, G. A. (2015) GroundMotion Prediction Equation for Smallto Moderate Events at Short Hypocentral Distances, with Application to InducedSeismicity Hazards. Bulletin of the Seismological Society of America. 105(2).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (RotD50)'¶ Supported intensity measure component is the larger of two components

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types is total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Induced'¶ The GMPE is derived from induced earthquakes

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ No required site parameters, the GMPE is derived for B/C site amplification factors

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

non_verified
= True¶ GMPE not tested against independent implementation so raise not verified warning

atkinson_boore_1995¶
Module exports AtkinsonBoore1995GSCBest
,
AtkinsonBoore1995GSCLowerLimit
,
AtkinsonBoore1995GSCUpperLimit

class
openquake.hazardlib.gsim.atkinson_boore_1995.
AtkinsonBoore1995GSCBest
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implement equation used by the Geological Survey of Canada (GSC) for the 2010 Eastern Canada National Seismic Hazard Model. The equation fits the table values defined by Gail M. Atkinson and David M. Boore in “GroundMotion Relations for Eastern North America”, Bullettin of the Seismological Society of America, Vol. 85, No. 1, pp. 1730, February 1995. Table of coefficients were provided by GSC and are associated to the ‘Best’ case (that is mean value unaffected).
The class assumes magnitude to be in Mblg scale. The Atkinson 1993 conversion equation is used to obtain Mw values.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ coefficient table provided by GSC

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Random horizontal'¶ Supported intensity measure component is random horizontal
RANDOM_HORIZONTAL
, see page 22 in Atkinson and Boore’s manuscript

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is stable continental, given that the equations have been derived for Eastern North America

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance see page 18 in Atkinson and Boore’s manuscript

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameter is magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ site params are not required

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.atkinson_boore_1995.
AtkinsonBoore1995GSCLowerLimit
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_1995.AtkinsonBoore1995GSCBest
Implement equation used by the Geological Survey of Canada (GSC) for the 2010 Eastern Canada National Seismic Hazard Model. The equation fits the table values defined by Gail M. Atkinson and David M. Boore in “GroundMotion Relations for Eastern North America”, Bullettin of the Seismological Society of America, Vol. 85, No. 1, pp. 1730, February 1995. Table of coefficients were provided by GSC and are associated to the ‘Lower Limit’ case (that is mean value decreased).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ coefficient table provided by GSC


class
openquake.hazardlib.gsim.atkinson_boore_1995.
AtkinsonBoore1995GSCUpperLimit
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_1995.AtkinsonBoore1995GSCBest
Implement equation used by the Geological Survey of Canada (GSC) for the 2010 Eastern Canada National Seismic Hazard Model. The equation fits the table values defined by Gail M. Atkinson and David M. Boore in “GroundMotion Relations for Eastern North America”, Bullettin of the Seismological Society of America, Vol. 85, No. 1, pp. 1730, February 1995. Table of coefficients were provided by GSC and are associated to the ‘Upper Limit’ case (that is mean value increased).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ coefficient table provided by GSC

atkinson_boore_2003¶
Module exports
AtkinsonBoore2003SInter
,
AtkinsonBoore2003SSlab
,
AtkinsonBoore2003SInterNSHMP2008
,
AtkinsonBoore2003SSlabNSHMP2008
,
AtkinsonBoore2003SSlabCascadia
,
AtkinsonBoore2003SSlabCascadiaNSHMP2008
,
AtkinsonBoore2003SSlabJapan
AtkinsonBoore2003SSlabJapanNSHMP2008

class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SInter
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by G. M Atkinson and D. Boore and published as “Empirical GroundMotion Relations for SubductionZone Earthquakes and Their Application to Cascadia and Other Regions” (Bulletin of the Seismological Society of America, Volume 93, Number 4, pages 17031929, 2003) and includes correction for subduction interface equations as described in “Erratum to ‘Empirical Ground Motion Relations for SubductionZone Earthquakes and their application to Cascadia and other regions’”, Gail M. Atkinson and David M. Boore, Volume 98, Number 5, pp.25672569, 2008. The class implements the global model but not the corrections for Japan/Cascadia. SA values at 4 s (not supported by the original equations) are obtained from mean value at 3 s divided by a factor equal to 0.550 (scaling factor computed in the context of the SHARE project and obtained as average ratio between median values at 4 and 3 seconds as predicted by SHARE subduction GMPEs). The class implements the equations for ‘Subduction Interface’ (that’s why the class name ends with ‘SInter’).

COEFFS_SINTER
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Random horizontal'¶ Supported intensity measure component is the random horizontal

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see table 1, page 1715

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see table 1, page 1715

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ Supported tectonic region type is subduction interface

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is closest distance to rupture, see equation 1, page 1706

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'mag'])¶ Required rupture parameters are magnitude and focal depth, see equation 1, page 1706

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30, used to distinguish between NEHRP soil classes, see paragraph ‘Functional Form’, page 1706

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SInterNSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SInter
Extend
AtkinsonBoore2003SInter
and introduces site amplification for B/C site condition and fixed rupture hypocentral depth (20 km) as defined by the National Seismic Hazard Mapping Project (NSHMP) for the 2008 US hazard modelSite amplification for B/C is triggered when vs30 > 760 and it is computed as site amplification for C soil scaled by a factor equal to 0.5
The class implements the equation as coded in
subroutine getABsub
inhazSUBXnga.f
Fortran code available at: http://earthquake.usgs.gov/hazards/products/conterminous/2008/software/
get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.Call super class method with hypocentral depth fixed at 20 km


class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SInter
Implements GMPE developed by G. M Atkinson and D. Boore and published as “Empirical GroundMotion Relations for SubductionZone Earthquakes and Their Application to Cascadia and Other Regions” (Bulletin of the Seismological Society of America, Volume 93, Number 4, pages 17031929, 2003). The class implements the global model but not the corrections for Japan/Cascadia. SA values at 4 s (not supported by the original equations) are obtained from mean value at 3 s divided by a factor equal to 0.550 (scaling factor computed in the context of the SHARE project and obtained as average ratio between median values at 4 and 3 seconds as predicted by SHARE subduction GMPEs). The class implements the equations for ‘Subduction IntraSlab’ (that’s why the class name ends with ‘SSlab’).

COEFFS_SSLAB
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶ Supported tectonic region type is subduction interface

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SSlabCascadia
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlab
Extends
AtkinsonBoore2003SSlab
but uses coefficients for Cascadia regionThe class replicates the equation as coded in
subroutine getABsub
inhazgridXnga2.f
Fortran code available at: http://earthquake.usgs.gov/hazards/products/conterminous/2008/software/
COEFFS_SSLAB
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SSlabCascadiaNSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlabCascadia
,openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlabNSHMP2008
Combines
AtkinsonBoore2003SSlabNSHMP2008
for NSHMP site amplification withAtkinsonBoore2003SSlabCascadia
for Cascadia.

class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SSlabJapan
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlab
Extends
AtkinsonBoore2003SSlab
but substitutes values for c1 from Table 3 which incorporate correction factors for Japan.
COEFFS_SSLAB
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SSlabJapanNSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlabJapan
,openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlabNSHMP2008
Combines
AtkinsonBoore2003SSlabNSHMP2008
for NSHMP site amplification withAtkinsonBoore2003SSlabJapan
for Japan.Validation test vector was generated by applying increments in columns 1 and 2 of Table 3 to test vector for AtkinsonBoore2003SSlabCascadiaNSHMP2008.

class
openquake.hazardlib.gsim.atkinson_boore_2003.
AtkinsonBoore2003SSlabNSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlab
Extend
AtkinsonBoore2003SSlab
and introduces site amplification for B/C site condition as defined by the National Seismic Hazard Mapping Project (NSHMP) for the 2008 US hazard model.Site amplification for B/C is triggered when vs30 > 760 and it is computed as site amplification for C soil scaled by a factor equal to 0.5
The class replicates the equation as coded in
subroutine getABsub
inhazgridXnga2.f
Fortran code available at: http://earthquake.usgs.gov/hazards/products/conterminous/2008/software/
atkinson_boore_2006¶
Module exports AtkinsonBoore2006
,
AtkinsonBoore2006MblgAB1987bar140NSHMP2008
,
AtkinsonBoore2006MblgJ1996bar140NSHMP2008
,
AtkinsonBoore2006Mwbar140NSHMP2008
,
AtkinsonBoore2006MblgAB1987bar200NSHMP2008
,
AtkinsonBoore2006MblgJ1996bar200NSHMP2008
,
AtkinsonBoore2006Mwbar200NSHMP2008
,
AtkinsonBoore2006Modified2011
.

class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006
[source]¶ Bases:
openquake.hazardlib.gsim.boore_atkinson_2008.BooreAtkinson2008
Implements GMPE developed by Gail M. Atkinson and David M. Boore and published as “Earthquake GroundMotion Prediction Equations for Eastern North America” (2006, Bulletin of the Seismological Society of America, Volume 96, No. 6, pages 21812205). This class implements only the equations for stress parameter of 140 bars. The correction described in ‘Adjustment of Equations to Consider Alternative Stress Parameters’, p. 2198, is not implemented. This class extends the BooreAtkinson2008 because it uses the same soil amplification function. Note that in the paper, the reported soil amplification function is the one used in a preliminary version of the Boore and Atkinson 2008 GMPE, while the one that should be used is the one described in the final paper. See comment in: http://www.daveboore.com/pubs_online/ab06_gmpes_programs_and_tables.pdf

COEFFS_BC
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients for NEHRP BC boundary (Vs30 = 760 m/s), table 9, pag 2202 coefficient values taken from Fortran implementation of Dave Boore (higher precision than in the paper)

COEFFS_HARD_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Hard rock coefficents, table 6, pag 2192, coefficient values taken from Fortran implementation of Dave Boore (higher precision than in the paper)

COEFFS_IMT_INDEPENDENT
= {'R0': 10.0, 'R1': 70.0, 'R2': 140.0, 'std_total': 0.69077552789821361, 'v1': 180.0, 'v2': 300.0, 'Vref': 760.0}¶ IMTindependent coefficients. std_total is the total standard deviation, see Table 6, pag 2192 and Table 9, pag 2202. R0, R1, R2 are coefficients required for mean calculation  see equation (5) pag 2191. v1, v2, Vref are coefficients required for soil response calculation, see table 8, p. 2201

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Horizontal'¶ Supported intensity measure component is horizontal
HORIZONTAL
, see paragraph ‘Results’, pag 2190, and caption to table 6, p. 2192

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see paragraph ‘Methodology and Model Parameters’, p. 2182

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is total, see table 6 and 9, p. 2192 and 2202, respectively.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is stable continental, given that the equations have been derived for Eastern North America

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is Rrup. See paragraph ‘Methodology and Model Parameters’, p. 2182

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameter is magnitude (see paragraph ‘Methodology and Model Parameters’, p. 2182)

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30. See paragraph ‘Equations for soil sites’, p. 2200

STRESS_COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006MblgAB1987bar140NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2006.AtkinsonBoore2006
Implements GMPE developed by Gail M. Atkinson and David M. Boore and published as “Earthquake GroundMotion Prediction Equations for Eastern North America” (2006, Bulletin of the Seismological Society of America, Volume 96, No. 6, pages 21812205) as utilized by the National Seismic Hazard Mapping Project (NSHMP) for the 2008 central and eastern US model.
The class replicates the algorithm as coded in
subroutine getAB06
inhazgridXnga2.f
Fortran code available at: http://earthquake.usgs.gov/hazards/products/conterminous/2008/software/The class implement the equation for static stress drop equal to 140 bar.
The class assumes rupture magnitude to be in Mblg scale (given that MFDs for central and eastern US are given in this scale). Therefore Mblg is converted to Mw by using Atkinson and Boore 1987 conversion equation.
Mean value is clipped at 1.5 g for PGA and 3.0 g for SA with periods in range (0.02, 0.55) s.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006MblgAB1987bar200NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2006.AtkinsonBoore2006
Same as
AtkinsonBoore2006MblgAB1987bar140NSHMP2008
but with adjustment for 200 bar stress drop
get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006MblgJ1996bar140NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2006.AtkinsonBoore2006MblgAB1987bar140NSHMP2008
Extend
AtkinsonBoore2006MblgAB1987bar140NSHMP2008
but uses Johnston 1996 equation to convert from Mblg to Mw

class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006MblgJ1996bar200NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2006.AtkinsonBoore2006MblgAB1987bar200NSHMP2008
Extend
AtkinsonBoore2006MblgAB1987bar200NSHMP2008
but uses Johnston 1996 equation to convert from Mblg to Mw

class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006Modified2011
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2006.AtkinsonBoore2006
This GMPE modifies the original implementation of :class: AtkinsonBoore2006 with the magnitude dependent stressdrop scaling factor proposed in Atkinson & Boore (2011) Atkinson, G. A. and Boore D. M. (2011) Modifications to Existing GroundMotion Prediciton Equations in Light of New Data. Bulletin of the Seismological Society of America, 101(3), 1121  1135

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006Mwbar140NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2006.AtkinsonBoore2006MblgAB1987bar140NSHMP2008
Extend
AtkinsonBoore2006MblgAB1987bar140NSHMP2008
but assumes magnitude to be in Mw scale and thefore no conversion is applied

class
openquake.hazardlib.gsim.atkinson_boore_2006.
AtkinsonBoore2006Mwbar200NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2006.AtkinsonBoore2006MblgAB1987bar200NSHMP2008
Extend
AtkinsonBoore2006MblgAB1987bar200NSHMP2008
but assumes magnitude to be in Mw scale therefore no conversion is applied
atkinson_macias_2009¶
Module exports :class:’AtkinsonMacias2009’

class
openquake.hazardlib.gsim.atkinson_macias_2009.
AtkinsonMacias2009
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the Subduction Interface GMPE of Atkinson & Macias (2009) for large interface earthquakes in the Cascadia subduction zone. Atkinson, G. M. and Macias, M. (2009) “Predicted Ground Motions for Great Interface Earthquakes in the Cascadia Subduction Zone”, Bulletin of the Seismological Society of America, 99(3), 1552  1578

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Random horizontal'¶ Supported intensity measure component is assumed to be equivalent to the random horizontal component

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are peak ground acceleration and Spectral Acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ The GMPE is derived for subduction interface earthquakes in Cascadia

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rupture distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ No required site parameters, the GMPE is derived for B/C site conditions

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

base¶
Module openquake.hazardlib.gsim.base
defines base classes for
different kinds of ground shaking intensity models
.

class
openquake.hazardlib.gsim.base.
BaseContext
[source]¶ Bases:
object
Base class for context object.

class
openquake.hazardlib.gsim.base.
CoeffsTable
(**kwargs)[source]¶ Bases:
object
Instances of
CoeffsTable
encapsulate tables of coefficients corresponding to different IMTs.Tables are defined in a spaceseparated tabular form in a simple string literal (heading and trailing whitespace does not matter). The first column in the table must be named “IMT” (or “imt”) and thus should represent IMTs:
>>> CoeffsTable(table='''imf z ... pga 1''') Traceback (most recent call last): ... ValueError: first column in a table must be IMT
Names of other columns are used as coefficients dicts keys. The values in the first column should correspond to real intensity measure types, see
openquake.hazardlib.imt
:>>> CoeffsTable(table='''imt z ... pgx 2''') Traceback (most recent call last): ... ValueError: unknown IMT 'PGX'
Note that
CoeffsTable
only accepts keyword argumets:>>> CoeffsTable() Traceback (most recent call last): ... TypeError: CoeffsTable requires "table" kwarg >>> CoeffsTable(table='', foo=1) Traceback (most recent call last): ... TypeError: CoeffsTable got unexpected kwargs: {'foo': 1}
If there are
SA
IMTs in the table, they are not referenced by name, because they require parametrization:>>> CoeffsTable(table='''imt x ... sa 15''') Traceback (most recent call last): ... ValueError: specify period as float value to declare SA IMT >>> CoeffsTable(table='''imt x ... 0.1 20''') Traceback (most recent call last): ... TypeError: attribute "sa_damping" is required for tables defining SA
So proper table defining SA looks like this:
>>> ct = CoeffsTable(sa_damping=5, table=''' ... imt a b c d ... pga 1 2.4 5 0.01 ... pgd 7.6 12 0 44.1 ... 0.1 10 20 30 40 ... 1.0 1 2 3 4 ... 10 2 4 6 8 ... ''')
Table objects could be indexed by IMT objects (this returns a dictionary of coefficients):
>>> from openquake.hazardlib import imt >>> ct[imt.PGA()] == dict(a=1, b=2.4, c=5, d=0.01) True >>> ct[imt.PGD()] == dict(a=7.6, b=12, c=0, d=44.1) True >>> ct[imt.SA(damping=5, period=0.1)] == dict(a=10, b=20, c=30, d=40) True >>> ct[imt.PGV()] Traceback (most recent call last): ... KeyError: PGV() >>> ct[imt.SA(1.0, 4)] Traceback (most recent call last): ... KeyError: SA(period=1.0, damping=4)
Table of coefficients for spectral acceleration could be indexed by instances of
openquake.hazardlib.imt.SA
with period value that is not specified in the table. The coefficients then get interpolated between the ones for closest higher and closest lower period. That scaling of coefficients works in a logarithmic scale of periods and only within the same damping:>>> '%.5f' % ct[imt.SA(period=0.2, damping=5)]['a'] '7.29073' >>> '%.5f' % ct[imt.SA(period=0.9, damping=5)]['c'] '4.23545' >>> '%.5f' % ct[imt.SA(period=5, damping=5)]['c'] '5.09691' >>> ct[imt.SA(period=0.9, damping=15)] Traceback (most recent call last): ... KeyError: SA(period=0.9, damping=15)
Extrapolation is not possible:
>>> ct[imt.SA(period=0.01, damping=5)] Traceback (most recent call last): ... KeyError: SA(period=0.01, damping=5)

class
openquake.hazardlib.gsim.base.
ContextMaker
(gsims, maximum_distance={})[source]¶ Bases:
object
A class to manage the creation of contexts for distances, sites, rupture.

REQUIRES
= ['DISTANCES', 'SITES_PARAMETERS', 'RUPTURE_PARAMETERS']¶

make_contexts
(site_collection, rupture)[source]¶ Filter the site collection with respect to the rupture and create context objects.
Parameters:  site_collection – Instance of
openquake.hazardlib.site.SiteCollection
.  rupture – Instance of
openquake.hazardlib.source.rupture.Rupture
or subclass ofopenquake.hazardlib.source.rupture.BaseProbabilisticRupture
Returns: Tuple of three items: sites context, rupture context and distances context, that is, instances of
SitesContext
,RuptureContext
andDistancesContext
in a specified order. Only those values that are required by GSIM are filled in in contexts.Raises: ValueError – If any of declared required parameters (that includes site, rupture and distance parameters) is unknown.
 site_collection – Instance of

make_distances_context
(site_collection, rupture, dist_dict=())[source]¶ Create distances context object for given site collection and rupture.
Parameters:  site_collection – Instance of
openquake.hazardlib.site.SiteCollection
.  rupture – Instance of
Rupture
(or subclass of :class: ~openquake.hazardlib.source.rupture.BaseProbabilisticRupture).  dist_dict – A dictionary of already computed distances, keyed by distance name
Returns: Source to site distances as instance of :class: DistancesContext(). Only those values that are required by GSIM are filled in this context.
Raises: ValueError – If any of declared required distance parameters is unknown.
 site_collection – Instance of

make_rupture_context
(rupture)[source]¶ Create context object for given rupture.
Parameters: rupture – Instance of openquake.hazardlib.source.rupture.Rupture
or subclass ofopenquake.hazardlib.source.rupture.BaseProbabilisticRupture
Returns: Rupture parameters as instance of :class: RuptureContext(). Only those values that are required by GSIM are filled in this context. Raises: ValueError – If any of declared required rupture parameters is unknown.

make_sites_context
(site_collection)[source]¶ Create context objects for given site collection
Parameters: site_collection – Instance of openquake.hazardlib.site.SiteCollection
.Returns: Site parameters as instance of :class: SitesContext(). Only those values that are required by GSIM are filled in this context. Raises: ValueError – If any of declared required site parameters is unknown.


class
openquake.hazardlib.gsim.base.
DistancesContext
[source]¶ Bases:
openquake.hazardlib.gsim.base.BaseContext
Distances context for ground shaking intensity models.
Instances of this class are passed into
GroundShakingIntensityModel.get_mean_and_stddevs()
. They are intended to represent relevant distances between sites from the collection and the rupture. Every GSIM class is required to declare whatdistance measures
does it need. Only those required values are calculated and made available in a result context object.

class
openquake.hazardlib.gsim.base.
GMPE
[source]¶ Bases:
openquake.hazardlib.gsim.base.GroundShakingIntensityModel
GroundMotion Prediction Equation is a subclass of generic
GroundShakingIntensityModel
with a distinct feature that the intensity values are lognormally distributed.Method
get_mean_and_stddevs()
of actual GMPE implementations is supposed to return the mean value as a natural logarithm of intensity.

class
openquake.hazardlib.gsim.base.
GroundShakingIntensityModel
[source]¶ Bases:
object
Base class for all the ground shaking intensity models.
A Ground Shaking Intensity Model (GSIM) defines a set of equations for computing mean and standard deviation of a Normal distribution representing the variability of an intensity measure (or of its logarithm) at a site given an earthquake rupture.
This class is not intended to be subclassed directly, instead the actual GSIMs should subclass either
GMPE
orIPE
.Subclasses of both must implement
get_mean_and_stddevs()
and all the class attributes with names starting fromDEFINED_FOR
andREQUIRES
.
DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
¶ Reference to a
intensity measure component type
this GSIM can calculate mean and standard deviation for.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
¶ Set of
standard deviation types
this GSIM can calculate.

DEFINED_FOR_TECTONIC_REGION_TYPE
¶ Reference to a
tectonic region type
this GSIM is defined for. One GSIM can implement only one tectonic region type.

REQUIRES_DISTANCES
¶ Set of types of distance measures between rupture and sites. Possible values are:
rrup
 Closest distance to rupture surface. See
get_min_distance()
. rjb
 Distance to rupture’s surface projection. See
get_joyner_boore_distance()
. rx
 Perpendicular distance to rupture top edge projection.
See
get_rx_distance()
. ry0
 Horizontal distance off the end of the rupture measured parallel to
See
get_ry0_distance()
. rcdpp
 Direct point parameter for directivity effect centered on the site and earthquakespecific
See
get_dppvalue()
.
All the distances are available from the
DistancesContext
object attributes with same names. Values are in kilometers.

REQUIRES_RUPTURE_PARAMETERS
¶ Set of rupture parameters (excluding distance information) required by GSIM. Supported parameters are:
mag
 Magnitude of the rupture.
dip
 Rupture’s surface dip angle in decimal degrees.
rake
 Angle describing the slip propagation on the rupture surface,
in decimal degrees. See
nodalplane
for more detailed description of dip and rake. ztor
 Depth of rupture’s top edge in km. See
get_top_edge_depth()
.
These parameters are available from the
RuptureContext
object attributes with same names.

REQUIRES_SITES_PARAMETERS
¶ Set of site parameters names this GSIM needs. The set should include strings that match names of the attributes of a
site
object. Those attributes are then available in theSitesContext
object with the same names.

disaggregate_poe
(sctx, rctx, dctx, imt, iml, truncation_level, n_epsilons)[source]¶ Disaggregate (separate) PoE of
iml
in different contributions each coming fromn_epsilons
distribution bins.If
truncation_level = 3
,n_epsilons = 3
, bin edges are3 .. 1
,1 .. +1
and+1 .. +3
.Parameters: n_epsilons – Integer number of bins to split truncated Gaussian distribution to. Other parameters are the same as for
get_poes()
, with differences thatiml
is only one single intensity level andtruncation_level
is required to be positive.Returns: Contribution to probability of exceedance of iml
coming from different sigma bands in a form of 1d numpy array withn_epsilons
floats between 0 and 1.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ Calculate and return mean value of intensity distribution and it’s standard deviation.
Method must be implemented by subclasses.
Parameters:  sites – Instance of
SitesContext
with parameters of sites collection assigned to respective values as numpy arrays. Only those attributes that are listed in class’REQUIRES_SITES_PARAMETERS
set are available.  rup – Instance of
RuptureContext
with parameters of a rupture assigned to respective values. Only those attributes that are listed in class’REQUIRES_RUPTURE_PARAMETERS
set are available.  dists – Instance of
DistancesContext
with values of distance measures between the rupture and each site of the collection assigned to respective values as numpy arrays. Only those attributes that are listed in class’REQUIRES_DISTANCES
set are available.  imt – An instance (not a class) of intensity measure type.
See
openquake.hazardlib.imt
.  stddev_types – List of standard deviation types, constants from
openquake.hazardlib.const.StdDev
. Method result value should include standard deviation values for each of types in this list.
Returns: Method should return a tuple of two items. First item should be a numpy array of floats – mean values of respective component of a chosen intensity measure type, and the second should be a list of numpy arrays of standard deviation values for the same single component of the same single intensity measure type, one array for each type in
stddev_types
parameter, preserving the order.Combining interface to mean and standard deviation values in a single method allows to avoid redoing the same intermediate calculations if there are some shared between stddev and mean formulae without resorting to keeping any sort of internal state (and effectively making GSIM not reenterable).
However it is advised to split calculation of mean and stddev values and make
get_mean_and_stddevs()
just combine both (and possibly compute interim steps). sites – Instance of

get_poes
(sctx, rctx, dctx, imt, imls, truncation_level)[source]¶ Calculate and return probabilities of exceedance (PoEs) of one or more intensity measure levels (IMLs) of one intensity measure type (IMT) for one or more pairs “site – rupture”.
Parameters:  sctx – An instance of
SitesContext
with sites information to calculate PoEs on.  rctx – An instance of
RuptureContext
with a single rupture information.  dctx –
An instance of
DistancesContext
with information about the distances between sites and a rupture.All three contexts (
sctx
,rctx
anddctx
) must conform to each other. The easiest way to get them is to call ContextMaker.make_contexts.  imt – An intensity measure type object (that is, an instance of one
of classes from
openquake.hazardlib.imt
).  imls – List of interested intensity measure levels (of type
imt
).  truncation_level –
Can be
None
, which means that the distribution of intensity is treated as Gaussian distribution with possible values ranging from minus infinity to plus infinity.When set to zero, the mean intensity is treated as an exact value (standard deviation is not even computed for that case) and resulting array contains 0 in places where IMT is strictly lower than the mean value of intensity and 1.0 where IMT is equal or greater.
When truncation level is positive number, the intensity distribution is processed as symmetric truncated Gaussian with range borders being
mean  truncation_level * stddev
andmean + truncation_level * stddev
. That is, the truncation level expresses how far the range borders are from the mean value and is defined in units of sigmas. The resulting PoEs for that mode are values of complementary cumulative distribution function of that truncated Gaussian applied to IMLs.
Returns: A dictionary of the same structure as parameter
imts
(see above). Instead of lists of IMLs values of the dictionaries have 2d numpy arrays of corresponding PoEs, first dimension represents sites and the second represents IMLs.Raises: ValueError – If truncation level is not
None
and neither nonnegative float number, and ifimts
dictionary contain wrong or unsupported IMTs (seeDEFINED_FOR_INTENSITY_MEASURE_TYPES
). sctx – An instance of

to_distribution_values
(values)[source]¶ Convert a list or array of values in units of IMT to a numpy array of values of intensity measure distribution (like taking the natural logarithm for
GMPE
).This method is implemented by both
GMPE
andIPE
so there is no need to override it in actual GSIM implementations.

to_imt_unit_values
(values)[source]¶ Convert a list or array of values of intensity measure distribution (like ones returned from
get_mean_and_stddevs()
) to values in units of IMT. This is the opposite operation toto_distribution_values()
.This method is implemented by both
GMPE
andIPE
so there is no need to override it in actual GSIM implementations.


class
openquake.hazardlib.gsim.base.
IPE
[source]¶ Bases:
openquake.hazardlib.gsim.base.GroundShakingIntensityModel
Intensity Prediction Equation is a subclass of generic
GroundShakingIntensityModel
which is suitable for intensity measures that are normally distributed. In particular, forMMI
.

class
openquake.hazardlib.gsim.base.
MetaGSIM
[source]¶ Bases:
abc.ABCMeta
Metaclass controlling the instantiation mechanism. A subclass with instantiable=False will raise a NonInstantiableError when directly instantiated. A GroundShakingIntensityModel subclass with an attribute deprecated=True will print a deprecation warning when instantiated. A subclass with an attribute non_verified=True will print a UserWarning.

deprecated
= False¶

forbid_instantiation
(*args, **kwds)[source]¶ Make the class and all its subclassed not directly instantiable

instantiable
= True¶

non_verified
= False¶


exception
openquake.hazardlib.gsim.base.
NonInstantiableError
[source]¶ Bases:
exceptions.Exception
Raised when a non instantiable GSIM is called

exception
openquake.hazardlib.gsim.base.
NotVerifiedWarning
[source]¶ Bases:
exceptions.UserWarning
Raised when a non verified GSIM is instantiated

class
openquake.hazardlib.gsim.base.
RuptureContext
[source]¶ Bases:
openquake.hazardlib.gsim.base.BaseContext
Rupture calculation context for ground shaking intensity models.
Instances of this class are passed into
GroundShakingIntensityModel.get_mean_and_stddevs()
. They are intended to represent relevant features of a single rupture. Every GSIM class is required to declare whatrupture parameters
does it need. Only those required parameters are made available in a result context object.

class
openquake.hazardlib.gsim.base.
SitesContext
[source]¶ Bases:
openquake.hazardlib.gsim.base.BaseContext
Sites calculation context for ground shaking intensity models.
Instances of this class are passed into
GroundShakingIntensityModel.get_mean_and_stddevs()
. They are intended to represent relevant features of the sites collection. Every GSIM class is required to declare whatsites parameters
does it need. Only those required parameters are made available in a result context object.
berge_thierry_2003¶
Module exports BergeThierryEtAl2003SIGMA
.

class
openquake.hazardlib.gsim.berge_thierry_2003.
BergeThierryEtAl2003SIGMA
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Catherine BergeThierry, Fabrice Cotton, Oona Scoti, DaphneAnne GriotPommera, and Yoshimitsu Fukushima and published as “New Empirical Response Spectral Attenuation Laws For Moderate European Earthquakes” (2003, Journal of Earthquake Engineering, 193222) The class implements also adjustment of the sigma value as required by the SIGMA project to make the GMPE usable with Mw (the GMPE was originally developed for Ms).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables are constructed from the electronic suplements of the original paper. Original coefficients in function of frequency.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Horizontal'¶ Supported intensity measure component is horizontal, see page 196.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration. The original manuscript provide coefficients only SA. For PGA, coefficients are assumed equal to the ones of SA for the smallest period (0.03 s)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is total, see table 3, page 203

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see Introduction, page 194.

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance, see equation 1 page 201

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters is magnitude, see equation 1 page 201

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30, used to distinguish between rock sites (Vs30 >= 800) m/s and alluvium sites (300 < Vs < 800), see section 2.2.3 page 201

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

bindi_2011¶
Module exports BindiEtAl2011
.

class
openquake.hazardlib.gsim.bindi_2011.
BindiEtAl2011
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by D.Bindi, F.Pacor, L.Luzi, R.Puglia, M.Massa, G. Ameri, R. Paolucci and published as “Ground motion prediction equations derived from the Italian strong motion data”, Bull Earthquake Eng, DOI 10.1007/s105180119313z. SA are given up to 2 s. The regressions are developed considering the geometrical mean of the asrecorded horizontal components

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients from SA from Table 1 Coefficients from PGA e PGV from Table 5

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, page 1904

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ‘active shallow crust’ because the equations have been derived from data from Italian database ITACA, as explained in the ‘Introduction’.

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is RRup (eq. 1).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake (eq. 1).

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

bindi_2014¶
 Module exports
BindiEtAl2014Rjb
, BindiEtAl2014RjbEC8
,BindiEtAl2014RjbEC8NoSOF
,BindiEtAl2014Rhyp
,BindiEtAl2014RhypEC8
,BindiEtAl2014RhypEC8NoSOF

class
openquake.hazardlib.gsim.bindi_2014.
BindiEtAl2014Rhyp
[source]¶ Bases:
openquake.hazardlib.gsim.bindi_2014.BindiEtAl2014Rjb
Implements the Bindi et al (2014) GMPE for the case in which hypocentral distance is preferred, styleoffaulting is specfieid and for which the site amplification is dependent directly on Vs30

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients from Table 4

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is Rhypo (eq. 1).


class
openquake.hazardlib.gsim.bindi_2014.
BindiEtAl2014RhypEC8
[source]¶ Bases:
openquake.hazardlib.gsim.bindi_2014.BindiEtAl2014RjbEC8
Implements the Bindi et al (2014) GMPE for the case in which hypocentral distance is preferred, styleoffaulting is specfied and site amplification is characterised according to the Eurocode 8 site class

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients from Table 3

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is Rhypo


class
openquake.hazardlib.gsim.bindi_2014.
BindiEtAl2014RhypEC8NoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.bindi_2014.BindiEtAl2014RhypEC8
Implements the Bindi et al. (2014) GMPE for the case in which hypocentral distance is preferred, Eurocode 8 site amplification is used and styleoffaulting is unspecfied.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude


class
openquake.hazardlib.gsim.bindi_2014.
BindiEtAl2014Rjb
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements European GMPE: D.Bindi, M. Massa, L.Luzi, G. Ameri, F. Pacor, R.Puglia and P. Augliera (2014), “PanEuropean ground motion prediction equations for the average horizontal component of PGA, PGV and 5 %damped PSA at spectral periods of up to 3.0 s using the RESORCE dataset”, Bulletin of Earthquake Engineering, 12(1), 391  340
The regressions are developed considering the geometrical mean of the asrecorded horizontal components The printed version of the GMPE was corrected by Erratum: D.Bindi, M. Massa, L.Luzi, G. Ameri, F. Pacor, R.Puglia and P. Augliera (2014), “Erratum to PanEuropean ground motion prediction equations for the average horizontal component of PGA, PGV and 5 %damped PSA at spectral periods of up to 3.0 s using the RESORCE dataset”, Bulletin of Earthquake Engineering, 12(1), 431  448. The erratum notes that the printed coefficients tables were in error. In this implementation coefficients tables were taken from the Electronic Supplementary material of the original paper, which are indicated as being unaffected.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients from Table 2

CONSTS
= {'Rref': 1.0, 'Mref': 5.5, 'Mh': 6.75, 'Vref': 800.0}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ‘active shallow crust’

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb (eq. 1).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake (eq. 1).

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.bindi_2014.
BindiEtAl2014RjbEC8
[source]¶ Bases:
openquake.hazardlib.gsim.bindi_2014.BindiEtAl2014Rjb
Implements the Bindi et al (2014) GMPE for the case where JoynerBoore distance is specified but Eurocode 8 Site classification is used.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients from Table 1


class
openquake.hazardlib.gsim.bindi_2014.
BindiEtAl2014RjbEC8NoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.bindi_2014.BindiEtAl2014RjbEC8
Implements the Bindi et al (2014) GMPE for the case in which the site amplification is defined according to the Eurocode 8 classification, but styleoffaulting is neglected

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

boore_1993¶
Module exports BooreEtAl1993GSCBest
,
BooreEtAl1993GSCUpperLimit
, BooreEtAl1993GSCLowerLimit
.

class
openquake.hazardlib.gsim.boore_1993.
BooreEtAl1993GSCBest
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implement equation used by the Geological Survey of Canada (GSC) for the 2010 Western Canada National Seismic Hazard Model. The class implements the model of David M. Boore, William B. Joyner, and Thomas E. Fumal (“Estimation of Response Spectra and Peak Accelerations from Western North American Earthquakes: An Interim Report”, 1993, U.S. Geological Survey, Open File Report 93509). Equation coefficients provided by GSC for the random horizontal component and corresponding to the ‘Best’ case (that is mean unaffected)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ coefficient table provided by GSC

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Random horizontal'¶ Supported intensity measure component is random horizontal
RANDOM_HORIZONTAL
,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, given that the equations have been derived for Western North America

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb distance see paragraph ‘Predictor Variables’, page 6.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameter is magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ site params are not required

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.boore_1993.
BooreEtAl1993GSCLowerLimit
[source]¶ Bases:
openquake.hazardlib.gsim.boore_1993.BooreEtAl1993GSCBest
Implement equation used by the Geological Survey of Canada (GSC) for the 2010 Western Canada National Seismic Hazard Model. The class implements the model of David M. Boore, William B. Joyner, and Thomas E. Fumal (“Estimation of Response Spectra and Peak Accelerations from Western North American Earthquakes: An Interim Report”, 1993, U.S. Geological Survey, Open File Report 93509). Equation coefficients provided by GSC for the random horizontal component and corresponding to the ‘Lower Limit’ case (that is mean value  0.7 nat log)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ coefficient table provided by GSC


class
openquake.hazardlib.gsim.boore_1993.
BooreEtAl1993GSCUpperLimit
[source]¶ Bases:
openquake.hazardlib.gsim.boore_1993.BooreEtAl1993GSCBest
Implement equation used by the Geological Survey of Canada (GSC) for the 2010 Western Canada National Seismic Hazard Model. The class implements the model of David M. Boore, William B. Joyner, and Thomas E. Fumal (“Estimation of Response Spectra and Peak Accelerations from Western North American Earthquakes: An Interim Report”, 1993, U.S. Geological Survey, Open File Report 93509). Equation coefficients provided by GSC for the random horizontal component and corresponding to the ‘Upper Limit’ case (that is mean value + 0.7 nat log)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ coefficient table provided by GSC

boore_1997¶
 Module exports
BooreEtAl1997GeometricMean
,  :class:’BooreEtAl1997GeometricMeanUnspecified’ :class:’BooreEtAl1997ArbitraryHorizontal’ and :class:’BooreEtAl1997ArbitraryHorizontalUnspecfied’

class
openquake.hazardlib.gsim.boore_1997.
BooreEtAl1997ArbitraryHorizontal
[source]¶ Bases:
openquake.hazardlib.gsim.boore_1997.BooreEtAl1997GeometricMean
Returns the ground motion values for the arbitrary horizontal component, rather than the geometric mean. This version includes the corrected intraevent terms, as defined in an erratum to the original paper: Boore, DM (2005). “Erratum: Equations for Estimating Horizontal Response Spectra and Peak Acceleration from Western North American Earthquakes: A Summary of Recent Work.” Seismological Research Letters, 76(3), 368369

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Horizontal'¶ Supported intensity measure component is the arbitrary horizontal


class
openquake.hazardlib.gsim.boore_1997.
BooreEtAl1997ArbitraryHorizontalUnspecified
[source]¶ Bases:
openquake.hazardlib.gsim.boore_1997.BooreEtAl1997ArbitraryHorizontal
As for the :class:’BooreEtAl1997Arbitrary’, here defined for the case when the style of faulting is not specified

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude


class
openquake.hazardlib.gsim.boore_1997.
BooreEtAl1997GeometricMean
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by David M. Boore and William B. Joyner and Thomas E. Fumal (1997). “Equations for Estimating Horizontal Response Spectra and Peak Acceleration form Western North American Earthquakes: A Summary of Recent Work”. Seismological Research Letters. 68(1). 128  153

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table is constructed from values in Table 8 Note that for periods between 0.1 s and 0.18s the interevent term is originally 0. As this was causing test warnings we have set this to an arbitrarily infinitesimal number

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is geometric mean

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see table 3 pag. 110

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see paragraph ‘Introduction’, page 99.

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude, and rake.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.boore_1997.
BooreEtAl1997GeometricMeanUnspecified
[source]¶ Bases:
openquake.hazardlib.gsim.boore_1997.BooreEtAl1997GeometricMean
Where the faulting mechanism need not be specified it is preferable to use this instance of the Boore et al (1997) GMPE, which omits the need for rake to be defined.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

boore_2014¶
 Module exports
BooreEtAl2014
, BooreEtAl2014HighQ
,BooreEtAl2014LowQ
,BooreEtAl2014CaliforniaBasin
,BooreEtAl2014HighQCaliforniaBasin
,BooreEtAl2014LowQCaliforniaBasin
,BooreEtAl2014JapanBasin
,BooreEtAl2014HighQJapanBasin
,BooreEtAl2014LowQJapanBasin
,BooreEtAl2014NoSOF
,BooreEtAl2014HighQNoSOF
,BooreEtAl2014LowQNoSOF
,BooreEtAl2014CaliforniaBasinNoSOF
,BooreEtAl2014HighQCaliforniaBasinNoSOF
,BooreEtAl2014LowQCaliforniaBasinNoSOF
,BooreEtAlJ2014apanBasinNoSOF
,BooreEtAl2014HighQJapanBasinNoSOF
,BooreEtAl2014LowQJapanBasinNoSOF

class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by David M. Boore, Jonathan P. Stewart, Emel Seyhan and Gail Atkinson, and published as “NGAWest2 Equations for Predicting PGA, PGV, nd 5 % Damped PGA for Shallow Crustal Earthquakes (2014, Earthquake Spectra, Volume 30, No. 3, pages 1057  1085).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'f1': 0.0, 'f3': 0.1, 'Mref': 4.5, 'v1': 225.0, 'v2': 300.0, 'Rref': 1.0, 'Vref': 760.0}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (RotD50)'¶ Supported intensity measure component is orientationindependent measure
RotD50

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see equation 2, pag 106.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude, and rake.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014CaliforniaBasin
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
Implements the Boore et al. (2014) GMPE under the conditions that the global (average Q) attenuation model is preferred and the basin model is considered to be represented by the “California” case

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014CaliforniaBasinNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014NoSOF
The Boore et al. (2014) GMPE, implemented for global (average Q) regions, for the case when style of faulting is unspecficied and the California basin depth model is required

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014HighQ
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
This class implements the Boore et al. (2014) model considering the correction to the path scaling term for High Q regions (e.g. China and Turkey) The modification is made to the “Dc3” coefficient

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014HighQCaliforniaBasin
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014HighQ
Implements the Boore et al. (2014) GMPE under the conditions that the high Q attenuation model is preferred and the basin model is considered to be represented by the “California” case

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014HighQCaliforniaBasinNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014HighQNoSOF
The Boore et al. (2014) GMPE, implemented for high Q regions, for the case when style of faulting is unspecficied and the California basin depth model is required

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014HighQJapanBasin
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014HighQ
Implements the Boore et al. (2014) GMPE under the conditions that the high Q attenuation model is preferred and the basin model is considered to be represented by the “Japan” case

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014HighQJapanBasinNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014HighQNoSOF
The Boore et al. (2014) GMPE, implemented for high Q regions, for the case when style of faulting is unspecficied and the California basin depth model is required

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014HighQNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014HighQ
The Boore et al. (2014) GMPE, implemented for the High Q regions, for the case in which the styleoffaulting is unspecified.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014JapanBasin
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
Implements the Boore et al. (2014) GMPE under the conditions that the global (average Q) attenuation model is preferred and the basin model is considered to be represented by the “Japan” case

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014JapanBasinNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014NoSOF
The Boore et al. (2014) GMPE, implemented for global (average Q) regions, for the case when style of faulting is unspecficied and the California basin depth model is required

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014LowQ
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
This class implements the Boore et al. (2014) model considering the correction to the path scaling term for Low Q regions (e.g. Italy and Japan) The modification is made to the “Dc3” coefficient

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014LowQCaliforniaBasin
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014LowQ
Implements the Boore et al. (2014) GMPE under the conditions that the high Q attenuation model is preferred and the basin model is considered to be represented by the “California” case

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014LowQCaliforniaBasinNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014LowQNoSOF
The Boore et al. (2014) GMPE, implemented for high Q regions, for the case when style of faulting is unspecficied and the California basin depth model is required

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014LowQJapanBasin
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014LowQ
Implements the Boore et al. (2014) GMPE under the conditions that the low Q attenuation model is preferred and the basin model is considered to be represented by the “Japan” case

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014LowQJapanBasinNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014LowQNoSOF
The Boore et al. (2014) GMPE, implemented for high Q regions, for the case when style of faulting is unspecficied and the California basin depth model is required

REQUIRES_SITES_PARAMETERS
= set(['z1pt0', 'vs30'])¶ Required site parameters are Vs30 and depth (in metres!) to 1 km/s shearwave velocity layer


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014LowQNoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014LowQ
The Boore et al. (2014) GMPE, implemented for the Low Q regions, for the case in which the styleoffaulting is unspecified.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude


class
openquake.hazardlib.gsim.boore_2014.
BooreEtAl2014NoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
The Boore et al. (2014) GMPE can consider the case in which the styleoffaulting is unspecified. In this case the GMPE is no longer dependent on rake.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

boore_atkinson_2008¶
Module exports BooreAtkinson2008
.

class
openquake.hazardlib.gsim.boore_atkinson_2008.
BooreAtkinson2008
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by David M. Boore and Gail M. Atkinson and published as “GroundMotion Prediction Equations for the Average Horizontal Component of PGA, PGV, and 5%Damped PSA at Spectral Periods between 0.01 and 10.0 s” (2008, Earthquake Spectra, Volume 24, No. 1, pages 99138).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table is constructed from values in tables 6, 7 and 8 (pages 119, 120, 121). Spectral acceleration is defined for damping of 5%, see ‘Response Variables’ page 100. c1, c2, c3, h are the perioddependent distance scaling coefficients. e1, e2, e3, e4, e5, e6, e7, Mh are the perioddependent magnitude sigma, tau, std are the intraevent uncertainty, interevent uncertainty, and total standard deviation, respectively. Note that only the interevent and total standard deviation for ‘specified’ fault type are considered (because rake angle is always specified)

COEFFS_SOIL_RESPONSE
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Table 3, pag. 110. + coefficient values for additional frequencies extracted from Fortran code implementing soil response function developed by the original author (ab06_fmrvs_evaluate_gmpes.for available at http://www.daveboore.com/pubs_online.html  see code available for Atkinson, G. M. and D. M. Boore (2006). Earthquake ground motion prediction equations for eastern North America)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (GMRotI50)'¶ Supported intensity measure component is orientationindependent measure
GMRotI50
, see paragraph ‘Response Variables’, page 100 and table 8, pag 121.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see table 3 pag. 110

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see equation 2, pag 106.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see paragraph ‘Introduction’, page 99.

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb. See paragraph ‘Predictor Variables’, pag 103

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude, and rake. See paragraph ‘Predictor Variables’, pag 103

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30. See paragraph ‘Predictor Variables’, pag 103

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

boore_atkinson_2011¶
 Module exports
BooreAtkinson2011
, Atkinson2008prime

class
openquake.hazardlib.gsim.boore_atkinson_2011.
Atkinson2008prime
[source]¶ Bases:
openquake.hazardlib.gsim.boore_atkinson_2011.BooreAtkinson2011
Implements the Boore & Atkinson (2011) adjustment to the Atkinson (2008) GMPE (not itself implemented in OpenQuake)

A08_COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.boore_atkinson_2011.
BooreAtkinson2011
[source]¶ Bases:
openquake.hazardlib.gsim.boore_atkinson_2008.BooreAtkinson2008
Implements GMPE based on the corrections proposed by Gail M. Atkinson and D. Boore in 2011 and published as “Modifications to Existing GroundMotion Prediction Equations in Light of New Data ” (2011, Bulletin of the Seismological Society of America, Volume 101, No. 3, pages 11211135).

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

bradley_2013¶
Module exports Bradley2013
, Bradley2013Volc
.

class
openquake.hazardlib.gsim.bradley_2013.
Bradley2013
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Brendan Bradley for Active Shallow Crust Earthquakes for New Zealand, and published as “A New ZealandSpecific Pseudospectral Acceleration GroundMotion Prediction Equation for Active Shallow Crustal Earthquakes Based on Foreign Models” (2013, Bulletin of the Seismological Society of America, Volume 103, No. 3, pages 18011822).
This model is modified from Chiou and Youngs, 2008 and has been adapted for New Zealand conditions. Specifically, the modifications are related to: 1) small magnitude scaling; 2) scaling of short period ground motion from normal faulting events in volcanic crust; 3) scaling of ground motions on very hard rock sites; 4) anelastic attenuation in the New Zealand crust; 5) consideration of the increates anelastic attenuation in the Taupo Volcanic Zone (not implemented in this model, use Bradley2013Volc)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables are constructed from values in tables 1, 2 and 3 (pages 197, 198 and 199) in Chiou & Youngs,2008. Only Coefficients c1, c1b, c3, cm, c8, cg1, cg2, ctvz are modified by Bradley 2013. Spectral acceleration is defined for damping of 5%, see page 208 (CY08).

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is geometric mean of two horizontal components attr:~openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL, see abstract page 1801.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration. Note that PGV is the Chiou & Youngs PGV and has not been modified for New Zealand.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see chapter “Variance model”.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see page 1801

REQUIRES_DISTANCES
= set(['rx', 'rjb', 'rrup'])¶ Required distance measures are RRup, Rjb and Rx (all are in eq. 13a).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'dip', 'ztor', 'mag'])¶ Required rupture parameters are magnitude, rake (eq. 13a and 13b), dip (eq. 13a) and ztor (eq. 13a).

REQUIRES_SITES_PARAMETERS
= set(['vs30measured', 'z1pt0', 'vs30'])¶ Required site parameters are Vs30 (eq. 13b), Vs30 measured flag (eq. 20) and Z1.0 (eq. 13b).

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.bradley_2013.
Bradley2013Volc
[source]¶ Bases:
openquake.hazardlib.gsim.bradley_2013.Bradley2013
Extend
Bradley2013
for earthquakes with paths across the Taupo Volcanic Zone (rtvz) that have increased anelastic attenuation.Implements GMPE developed by Brendan Bradley for Active Shallow Crust Earthquakes for New Zealand, and published as “A New ZealandSpecific Pseudospectral Acceleration GroundMotion Prediction Equation for Active Shallow Crustal Earthquakes Based on Foreign Models” (2013, Bulletin of the Seismological Society of America, Volume 103, No. 3, pages 18011822).
This model is modified from Chiou and Youngs, 2008 and has been adapted for New Zealand conditions. Specifically, the modifications are related to: 1) small magnitude scaling; 2) scaling of short period ground motion from normal faulting events in volcanic crust; 3) scaling of ground motions on very hard rock sites; 4) anelastic attenuation in the New Zealand crust; 5) consideration of the increates anelastic attenuation in the Taupo Volcanic Zone (rtvz is equal to rrup)

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Volcanic'¶

campbell_2003¶
Module exports Campbell2003
, Campbell2003SHARE
,
Campbell2003MblgAB1987NSHMP2008
,
Campbell2003MblgJ1996NSHMP2008
,
Campbell2003MwNSHMP2008

class
openquake.hazardlib.gsim.campbell_2003.
Campbell2003
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by K.W Campbell and published as “Prediction of Strong Ground Motion Using the Hybrid Empirical Method and Its Use in the Development of Ground Motion (Attenuation) Relations in Eastern North America” (Bulletting of the Seismological Society of America, Volume 93, Number 3, pages 10121033, 2003). The class implements also the corrections given in the erratum (2004).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables are constructed from the electronic suplements of the original paper.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of attr:~openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see table 6, page 1022 (PGA is assumed to be equal to SA at 0.01 s)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is only total, see equation 35, page 1021

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is stable continental crust given that the equations have been derived for Eastern North America.

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is closest distance to rupture, see equation 30 page 1021.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameter is only magnitude, see equation 30 page 1021.

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameters are needed

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.campbell_2003.
Campbell2003MblgAB1987NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_2003.Campbell2003
Implement GMPE developed by Ken Campbell and described in “Development of semiempirical attenuation relationships for the CEUS”, U.S. Geological Survey, Award 01HQGR0011, final report.
Document available at: http://earthquake.usgs.gov/research/external/reports/01HQGR0011.pdf
This GMPE is used by the National Seismic Hazard Mapping Project (NSHMP) for the 2008 central and eastern US hazard model.
This class replicates the algorithm as implemented in
subroutine getCampCEUS
in thehazgridXnga2.f
Fortran code available at: http://earthquake.usgs.gov/hazards/products/conterminous/2008/software/The class assumes rupture magnitude to be in Mblg scale (given that MFDs for central and eastern US are given in this scale). Mblg is converted to Mw using Atkinson and Boore 1987 conversion equation
Coefficients are given for the B/C (firm rock) conditions.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables extracted from
subroutine getCampCEUS
inhazgridXnga2.f

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.campbell_2003.
Campbell2003MblgJ1996NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_2003.Campbell2003MblgAB1987NSHMP2008
Extend
Campbell2003MblgAB1987NSHMP2008
but uses Johnston 1996 equation for converting Mblg to Mw

class
openquake.hazardlib.gsim.campbell_2003.
Campbell2003MwNSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_2003.Campbell2003MblgAB1987NSHMP2008
Extend
Campbell2003MblgAB1987NSHMP2008
but assumes magnitude to be in Mw scale, so no converion is applied.

class
openquake.hazardlib.gsim.campbell_2003.
Campbell2003SHARE
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_2003.Campbell2003
Extends
Campbell2003
and introduces adjustments for style of faulting and default rock soil conditions as needed by the SHARE (http://www.shareeu.org/) project.
COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients for faulting style and rock adjustment

CONSTS_FS
= {'pR': 0.81, 'Fnss': 0.95, 'pN': 0.01}¶ Constants for faulting style adjustment

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

campbell_bozorgnia_2003¶
Module exports CampbellBozorgnia2003NSHMP2007
.

class
openquake.hazardlib.gsim.campbell_bozorgnia_2003.
CampbellBozorgnia2003NSHMP2007
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Kenneth W. Campbell and Yousef Bozorgnia and published as “Updated NearSource GroundMotion (Attenuation) Relations for the Horizontal and Vertical Components of Peak Ground Acceleration and Acceleration Responce Spectra”, Bulletin of the Seismological Society of America, Vol. 93, No. 1, pp. 314331, 2003.
The class implement the equation as modified by the United States Geological Survey  National Seismic Hazard Mapping Project (USGSNSHMP) for the 2007 Alaska model (http://earthquake.usgs.gov/hazards/products/ak/2007/).
The class replicates the equation as coded in
subroutine getCamp2000
inhazFXv7.f
available from http://earthquake.usgs.gov/hazards/products/ak/2007/software/.The equation compute mean value for the ‘firm rock’ conditon.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table (table 4, page 321. Coefficients for horizontal component and for corrected PGA)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components (see paragraph ‘StrongMotion Database’, page 316)

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are PGA and SA (see Abstract)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is Total (see equations 11, 12 pp. 319 320)

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ‘active shallow crust’ (see Abstract)

REQUIRES_DISTANCES
= set(['rjb', 'rrup'])¶ Required distance measure are RRup and Rjb (eq. 1 and following, page 319).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'dip', 'mag'])¶ Required rupture parameters are magnitude, rake and dip (eq. 1 and following, page 319).

REQUIRES_SITES_PARAMETERS
= set([])¶ No sites parameters are required. Mean value is computed for ‘firm rock’.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

campbell_bozorgnia_2008¶
Module exports CampbellBozorgnia2008
, and
:class:’CampbellBozorgnia2008Arbitrary’

class
openquake.hazardlib.gsim.campbell_bozorgnia_2008.
CampbellBozorgnia2008
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Kenneth W. Campbell and Yousef Bozorgnia, published as “NGA Ground Motion Model for the Geometric Mean Horizontal Component of PGA, PGV, PGD and 5 % Damped Linear Elastic Response Spectra for Periods Ranging from 0.01 to 10s” (2008, Earthquake Spectra, Volume 24, Number 1, pages 139  171). This class implements the model for the Geometric Mean of the elastic spectra. Included in the coefficient set are the coefficients for the Campbell & Bozorgnia (2010) GMPE for predicting Cumulative Absolute Velocity (CAV), published as “A Ground Motion Prediction Equation for the Horizontal Component of Cumulative Absolute Velocity (CSV) Based on the PEERNGA Strong Motion Database” (2010, Earthquake Spectra, Volume 26, Number 3, 635  650).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (GMRotI50)'¶ Supported intensity measure component is orientationindependent average horizontal
GMRotI50

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.CAV'>, <class 'openquake.hazardlib.imt.PGD'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity, peak ground displacement and peak ground acceleration Additional model for cumulative absolute velocity defined in Campbell & Bozorgnia (2010)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see section “Aleatory Uncertainty Model”, page 147.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust

REQUIRES_DISTANCES
= set(['rjb', 'rrup'])¶ Required distance measures are Rrup and Rjb.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'dip', 'ztor', 'mag'])¶ Required rupture parameters are magnitude, rake, dip, ztor

REQUIRES_SITES_PARAMETERS
= set(['z2pt5', 'vs30'])¶ Required site parameters are Vs30, Vs30 type (measured or inferred), and depth (km) to the 2.5 km/s shear wave velocity layer (z2pt5)

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.campbell_bozorgnia_2008.
CampbellBozorgnia2008Arbitrary
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2008.CampbellBozorgnia2008
Implements the Campbell & Bozorgnia (2008) GMPE as modified to represent the arbitrary horizontal component of ground motion, instead of the Rotationally Independent Geometric Mean (GMRotI) originally defined in the paper.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Horizontal'¶ Supported intensity measure component is arbitrary horizontal
HORIZONTAL
,

campbell_bozorgnia_2014¶
 Module exports
CampbellBozorgnia2014
CampbellBozorgnia2014HighQ
CampbellBozorgnia2014LowQ
CampbellBozorgnia2014JapanSite
CampbellBozorgnia2014HighQJapanSite
CampbellBozorgnia2014LowQJapanSite

class
openquake.hazardlib.gsim.campbell_bozorgnia_2014.
CampbellBozorgnia2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements NGAWest 2 GMPE developed by Kenneth W. Campbell and Yousef Bozorgnia, published as “NGAWest2 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).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'c': 1.88, 'h4': 1.0, 'n': 1.18, 'SJ': 0, 'c8': 0.0, 'philnAF': 0.3}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (RotD50)'¶ Supported intensity measure component is orientationindependent average horizontal
GMRotI50

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see section “Aleatory Variability Model”, page 1094.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust

REQUIRES_DISTANCES
= set(['rx', 'rjb', 'rrup'])¶ Required distance measures are Rrup, Rjb and Rx

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'rake', 'width', 'ztor', 'mag', 'dip'])¶ Required rupture parameters are magnitude, rake, dip, ztor, rupture width and hypocentral depth

REQUIRES_SITES_PARAMETERS
= set(['z2pt5', 'vs30'])¶ Required site parameters are Vs30, Vs30 type (measured or inferred), and depth (km) to the 2.5 km/s shear wave velocity layer (z2pt5)

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.campbell_bozorgnia_2014.
CampbellBozorgnia2014HighQ
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014
Implements the Campbell & Bozorgnia (2014) NGAWest2 GMPE for regions with low attenuation (high quality factor, Q) (i.e. China, Turkey)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.campbell_bozorgnia_2014.
CampbellBozorgnia2014HighQJapanSite
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014HighQ
Implements the Campbell & Bozorgnia (2014) NGAWest2 GMPE, for the low attenuation (high quality factor) coefficients, for the case in which the “Japan” shallow site response term is activited

CONSTS
= {'c': 1.88, 'h4': 1.0, 'n': 1.18, 'SJ': 1, 'c8': 0.0, 'philnAF': 0.3}¶


class
openquake.hazardlib.gsim.campbell_bozorgnia_2014.
CampbellBozorgnia2014JapanSite
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014
Implements the Campbell & Bozorgnia (2014) NGAWest2 GMPE for the case in which the “Japan” shallow site response term is activited

CONSTS
= {'c': 1.88, 'h4': 1.0, 'n': 1.18, 'SJ': 1, 'c8': 0.0, 'philnAF': 0.3}¶


class
openquake.hazardlib.gsim.campbell_bozorgnia_2014.
CampbellBozorgnia2014LowQ
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014
Implements the Campbell & Bozorgnia (2014) NGAWest2 GMPE for regions with high attenuation (low quality factor, Q) (i.e. Japan, Italy)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.campbell_bozorgnia_2014.
CampbellBozorgnia2014LowQJapanSite
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014LowQ
Implements the Campbell & Bozorgnia (2014) NGAWest2 GMPE, for the high attenuation (low quality factor) coefficients, for the case in which the “Japan” shallow site response term is activited

CONSTS
= {'c': 1.88, 'h4': 1.0, 'n': 1.18, 'SJ': 1, 'c8': 0.0, 'philnAF': 0.3}¶

cauzzi_2014¶
 Module exports
CauzziEtAl2014
, CauzziEtAl2014NoSOF
,CauzziEtAl2014FixedVs30
,CauzziEtAl2014FixedVs30NoSOF
,CauzziEtAl2014Eurocode8
,CauzziEtAl2014Eurocode8NoSOF
,

class
openquake.hazardlib.gsim.cauzzi_2014.
CauzziEtAl2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Carlo Cauzzi et al (2014) and published as C.Cauzzi, E. Faccioli, M. Vanini and A. Bianchini (2014) “Updated predictive equations for broadband (0.0  10.0 s) horizontal response spectra and peak ground motions, based on a global dataset of digital acceleration records”, Bulletin of Earthquake Engineering, In Press
Spectral acceleration (SA) values are obtained from displacement response spectrum (DSR) values (as provided by the original equations) using the following formula
SA = DSR * (2 * π / T) ** 2

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table constructed from the electronic suplements of the original paper.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components
AVERAGE_HORIZONTAL
,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground acceleration and peak ground velocity. The original paper provides coefficients for PGA and PGV, while SA is obtained from displacement response spectrum values. Coefficients for PGA are taken from the SA (0.01 s) spectral acceleration, as indicated in Page 11 (at the time of writing) of Cauzzi et al. (2014)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Intra event', 'Inter event', 'Total'])¶ Supported standard deviation types are interevent, intraevent and total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust,

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is Rrup,

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.cauzzi_2014.
CauzziEtAl2014Eurocode8
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_2014.CauzziEtAl2014
Implmements the Cauzzi et al. (2014) GMPE for the case in which the Eurocode 8 site classification is preferred

class
openquake.hazardlib.gsim.cauzzi_2014.
CauzziEtAl2014Eurocode8NoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_2014.CauzziEtAl2014NoSOF
Implmements the Cauzzi et al. (2014) GMPE for the case in which the Eurocode 8 site classification is preferred and style of faulting is not specified.

class
openquake.hazardlib.gsim.cauzzi_2014.
CauzziEtAl2014FixedVs30
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_2014.CauzziEtAl2014
Implements the Cauzzi et al (2014) model for the case in which the reference Vs30 in the site amplification term is fixed at 800 m/s

class
openquake.hazardlib.gsim.cauzzi_2014.
CauzziEtAl2014FixedVs30NoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_2014.CauzziEtAl2014NoSOF
Implements the Cauzzi et al (2014) model for the case in which the reference Vs30 in the site amplification term is fixed at 800 m/s

class
openquake.hazardlib.gsim.cauzzi_2014.
CauzziEtAl2014NoSOF
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_2014.CauzziEtAl2014
Returns the Cauzzi et al (GMPE) for the case when no styleoffaulting is input. This modifies both the expected ground motion as well as the interevent (and thus total) standard deviations.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

cauzzi_faccioli_2008¶
Module exports CauzziFaccioli2008
.

class
openquake.hazardlib.gsim.cauzzi_faccioli_2008.
CauzziFaccioli2008
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Carlo Cauzzi and Ezio Faccioli and published as “Broadband (0.05 to 20s) prediction of displacement response spectra based on worldwide digital records” (Journal of Seismology, 2008, volume 12, pages 453475). This class implements the prediction equations for horizontal peak ground acceleration, peak ground velocity and 5%damped spectral acceleration (equation 2, page 462, plus faulting style term as given in equation 5, page 465). Coefficients for PGV are not present in the original paper but were developed for the SHARE (http://www.shareeu.org/) project. Hypocentral distances are clipped at 15 km (as for Faccioli’s personal communication). Spectral acceleration (SA) values are obtained from displacement response spectrum (DSR) values (as provided by the original equations) using the following formula
SA = DSR * (2 * π / T) ** 2

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table constructed from the electronic suplements of the original paper.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components
AVERAGE_HORIZONTAL
, see paragraph ‘On functional forms’, page 462.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground acceleration and peak ground velocity. The original paper provides coefficients for PGA and PGV, while SA is obtained from displacement response spectrum values.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is only total, see paragraph ‘On functional forms’, page 462.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see end of ‘Introduction’, page 454.

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is Rhypo, see paragraph ‘Distance’, page 456.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake, see paragraph ‘On functional forms’, page 463

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30 (used to distinguish rock and deep soils), see paragraph ‘On functional forms’, page 463.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

cauzzi_faccioli_2008_swiss¶

class
openquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss.
CauzziFaccioli2008SWISS01
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_faccioli_2008.CauzziFaccioli2008
This class extends
openquake.hazardlib.gsim.cauzzi_faccioli_2008.CauzziFaccioli2008
adjusted to be used for the Swiss Hazard Model [2014]. This GMPE is valid for a fixed value of vs30=700m/s#. kappa value Kadjustments corresponding to model 01  as prepared by Ben Edwards Kvalue for PGA were not provided but infered from SA[0.01s] the model considers a fixed value of vs30=700 to match the reference vs30=1100m/s
 smallmagnitude correction
 single station sigma  interevent magnitude/distance adjustment
Disclaimer: these equations are modified to be used for the Swiss Seismic Hazard Model [2014].
The use of these models is the soly responsability of the hazard modeler.
Model implemented by laurentiu.danciu@gmail.com

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, peak ground acceleration and peak ground velocity. The original paper provides coefficients for PGA and PGV, while SA is obtained from displacement response spectrum values.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is only total

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

class
openquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss.
CauzziFaccioli2008SWISS04
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss.CauzziFaccioli2008SWISS01
This class extends
openquake.hazardlib.gsim.cauzzi_faccioli_2008.CauzziFaccioli2008
, following same strategy as foropenquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss.CauzziFaccioli2008SWISS01

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss.
CauzziFaccioli2008SWISS08
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss.CauzziFaccioli2008SWISS01
This class extends
openquake.hazardlib.gsim.cauzzi_faccioli_2008.CauzziFaccioli2008
, following same strategy as foropenquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss.CauzziFaccioli2008SWISS01

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

cauzzi_faccioli_2008_swiss_coeffs¶

openquake.hazardlib.gsim.cauzzi_faccioli_2008_swiss_coeffs.
COEFFS_FS_ROCK_SWISS01
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table constructed from the electronic suplements of the original paper.
chiou_youngs_2008¶
Module exports ChiouYoungs2008
.

class
openquake.hazardlib.gsim.chiou_youngs_2008.
ChiouYoungs2008
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Brian S.J. Chiou and Robert R. Youngs and published as “An NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra” (2008, Earthquake Spectra, Volume 24, No. 1, pages 173215).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables are constructed from values in tables 1, 2 and 3 (pages 197, 198 and 199). Spectral acceleration is defined for damping of 5%, see page 208.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (GMRotI50)'¶ Supported intensity measure component is orientationindependent measure
GMRotI50
, see page 174.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see tables at pages 198 and 199.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see chapter “Variance model”.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, see page 174.

REQUIRES_DISTANCES
= set(['rx', 'rjb', 'rrup'])¶ Required distance measures are RRup, Rjb and Rx (all are in eq. 13a).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'dip', 'ztor', 'mag'])¶ Required rupture parameters are magnitude, rake (eq. 13a and 13b), dip (eq. 13a) and ztor (eq. 13a).

REQUIRES_SITES_PARAMETERS
= set(['vs30measured', 'z1pt0', 'vs30'])¶ Required site parameters are Vs30 (eq. 13b), Vs30 measured flag (eq. 20) and Z1.0 (eq. 13b).

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

chiou_youngs_2008_swiss¶
Module exports
ChiouYoungs2008SWISS01
,
ChiouYoungs2008SWISS06
,
ChiouYoungs2008SWISS04
.

class
openquake.hazardlib.gsim.chiou_youngs_2008_swiss.
ChiouYoungs2008SWISS01
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2008.ChiouYoungs2008
This class extends :class:ChiouYoungs2008, adjusted to be used for the Swiss Hazard Model [2014]. This GMPE is valid for a fixed value of vs30=620m/s
 kappa value Kadjustments corresponding to model 01  as prepared by Ben Edwards Kvalue for PGA were not provided but infered from SA[0.01s] the model considers a fixed value of vs30==620 to match the reference vs30=1100m/s
 smallmagnitude correction
 single station sigma  interevent magnitude/distance adjustment
Disclaimer: these equations are modified to be used for the Swiss Seismic Hazard Model [2014]. The use of these models in other models is the soly responsability of the hazard modeler.
Model implemented by laurentiu.danciu@gmail.com

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

class
openquake.hazardlib.gsim.chiou_youngs_2008_swiss.
ChiouYoungs2008SWISS04
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2008_swiss.ChiouYoungs2008SWISS01
This class extends :class:ChiouYoungs2008,following same strategy as for :class:ChiouYoungs2008SWISS01 to be used for the Swiss Hazard Model [2014].

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.chiou_youngs_2008_swiss.
ChiouYoungs2008SWISS06
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2008_swiss.ChiouYoungs2008SWISS01
This class extends :class:ChiouYoungs2008,following same strategy as for :class:ChiouYoungs2008SWISS01 to be used for the Swiss Hazard Model [2014].

COEFFS_FS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

chiou_youngs_2008_swiss_coeffs¶

openquake.hazardlib.gsim.chiou_youngs_2008_swiss_coeffs.
COEFFS_FS_ROCK_SWISS01
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table constructed from the electronic suplements of the original paper.
chiou_youngs_2014¶
Module exports ChiouYoungs2014
.

class
openquake.hazardlib.gsim.chiou_youngs_2014.
ChiouYoungs2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Brian S.J. Chiou and Robert R. Youngs and published as “Updated of the Chiou and Youngs NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra” (2014, Earthquake Spectra).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables are constructed from values in tables 1  5

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (RotD50)'¶ Supported intensity measure component is orientationindependent measure
RotD50
,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total, see chapter “Variance model”.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust

REQUIRES_DISTANCES
= set(['rx', 'rjb', 'rrup'])¶ Required distance measures are RRup, Rjb and Rx.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'dip', 'ztor', 'mag'])¶ Required rupture parameters are magnitude, rake, dip and ztor.

REQUIRES_SITES_PARAMETERS
= set(['vs30measured', 'z1pt0', 'vs30'])¶ Required site parameters are Vs30, Vs30 measured flag and Z1.0.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.chiou_youngs_2014.
ChiouYoungs2014NearFaultEffect
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2014.ChiouYoungs2014
This implements the Chiou & Youngs (2014) GMPE include the near fault effect prediction. In this version, we add the distance measure, rcdpp for directivity prediction.

REQUIRES_DISTANCES
= set(['rx', 'rjb', 'rcdpp', 'rrup'])¶ Required distance measures are RRup, Rjb, Rx, and Rcdpp


class
openquake.hazardlib.gsim.chiou_youngs_2014.
ChiouYoungs2014PEER
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2014.ChiouYoungs2014
This implements the Chiou & Youngs (2014) GMPE for use with the PEER tests. In this version the total standard deviation is fixed at 0.65

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGA'>])¶ The PEER tests requires only PGA

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Only the total standars deviation is defined

climent_1994¶
Module exports :class:’ClimentEtAl1994’.

class
openquake.hazardlib.gsim.climent_1994.
ClimentEtAl1994
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Climent, A, W. Taylor, M. Ciudad Real, W. Strauch, M. Villagran, A. Dahle, and H. Bungum. Published as a NORSAR report: “Spectral strong motion attenuation in Central Ame rica”, NORSAR Technical Report No. 217, 46 pp. The original formulation predict PGA (m/s*s) and 5% damped PSV (m/s) for the largest component of horizontal ground motion. In this implementation: Spectral acceleration (SA) values are obtained from PSV ones using the following formula :
SA = [PSV * (2 * pi/ T)]/ratio(SA_larger/SA_geo_mean) StdDev.TOTAL=StdDev.TOTAL/sd_ratio(SA_larger/SA_geo_mean)The ratio() and sd_ratio() from Beyer and Bommer(2006)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Equation coefficients, described in Table 4.1 on pp. 22 the original imt values are defined as frequencies values the sigma_ls was excluded

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Greater of two horizontal'¶ Supported intensity measure component is the largest component of two horizontal components
openquake.hazardlib.const.IMC.GREATER_OF_TWO_HORIZONTAL
, see paragraph before table on Summary, page 1.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration. See Table 2 in page 1865

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total. See equation 1 on the Summary and Table 4.1, page 22.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust and/or interface subduction the authors did not distinction between shallow and sudbdution events (see topic 5.3 “Shallow crustal vs.subduction events, pag. 32). Any factor/parameter is used in the formulation to discriminate between shallow or interface tectonic regime, here this GMPE is implemented for active_shallow_crust only

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is Rhypo, explained in page 1(eq. 1)

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters. The GMPE was developed for rock and soil site conditions. The parameter S in eq. 1 (see Summary) define the soil condition: S=0 for rock, S=1 for soil. Here we use the Vs30=760 as limit between the two soil conditions

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

convertito_2012¶
Module exports :class:’ConvertitoEtAl2012Geysers’

class
openquake.hazardlib.gsim.convertito_2012.
ConvertitoEtAl2012Geysers
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the PGA GMPE for Induced Seismicity in the Geysers Geothermal field, published in Convertito, V., Maercklin, N., Sharma, N., and Zollo, A. (2012) From Induced Seismicity to Direct TimeDependent Seismic Hazard. Bulletin of the Seismological Society of America, 102(6), 2563  2573

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Greater of two horizontal'¶ Supported intensity measure component is the larger of two components

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Geothermal'¶ The GMPE is derived from induced earthquakes in the Geysers Geothermal field

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters. The GMPE was developed for two site conditions “with” and “without” site effect. No information is given regarding the soil conditions, so we assume “with site effect” to correspond to NEHRP Classes C, D or E (i.e. Vs30 < 760), and “without site effect” to corresponse to NEHRP Classes A and B (i.e. Vs30 >= 760)

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

non_verified
= True¶ GMPE not tested against independent implementation so raise not verified warning

dost_2004¶
Module exports :class:’DostEtAl2004’

class
openquake.hazardlib.gsim.dost_2004.
DostEtAl2004
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the GMPE of Dost et al. (2004) for PGA and PGV from induced seismicity earthquakes in the Netherlands Dost, B., van Eck, T. and Haak, H. (2004) Scaling of peak ground acceleration and peak ground velocity recorded in the Netherlands. Bollettino di Geofisica Teorica ed Applicata. 45(3), 153  168

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (GMRotD100)'¶ Supported intensity measure component is the average horizontal

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are peak ground acceleration and peak ground velocity

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Induced'¶ The GMPE is derived from induced earthquakes

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude (ML is used)

REQUIRES_SITES_PARAMETERS
= set([])¶ No required site parameters

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

non_verified
= True¶ GMPE not tested against independent implementation so raise not verified warning


class
openquake.hazardlib.gsim.dost_2004.
DostEtAl2004BommerAdaptation
[source]¶ Bases:
openquake.hazardlib.gsim.dost_2004.DostEtAl2004
Adaptation of the GMPE for application to higher magnitudes proposed by Bommer et al. (2013)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types is total.

douglas_stochastic_2013¶
Module exports
DouglasEtAl2013StochasticSD001Q200K005
DouglasEtAl2013StochasticSD001Q200K020
DouglasEtAl2013StochasticSD001Q200K040
DouglasEtAl2013StochasticSD001Q200K060
DouglasEtAl2013StochasticSD001Q600K005
DouglasEtAl2013StochasticSD001Q600K020
DouglasEtAl2013StochasticSD001Q600K040
DouglasEtAl2013StochasticSD001Q600K060
DouglasEtAl2013StochasticSD001Q1800K005
DouglasEtAl2013StochasticSD001Q1800K020
DouglasEtAl2013StochasticSD001Q1800K040
DouglasEtAl2013StochasticSD001Q1800K060
DouglasEtAl2013StochasticSD010Q200K005
DouglasEtAl2013StochasticSD010Q200K020
DouglasEtAl2013StochasticSD010Q200K040
DouglasEtAl2013StochasticSD010Q200K060
DouglasEtAl2013StochasticSD010Q600K005
DouglasEtAl2013StochasticSD010Q600K020
DouglasEtAl2013StochasticSD010Q600K040
DouglasEtAl2013StochasticSD010Q600K060
DouglasEtAl2013StochasticSD010Q1800K005
DouglasEtAl2013StochasticSD010Q1800K020
DouglasEtAl2013StochasticSD010Q1800K040
DouglasEtAl2013StochasticSD010Q1800K060
DouglasEtAl2013StochasticSD100Q200K005
DouglasEtAl2013StochasticSD100Q200K020
DouglasEtAl2013StochasticSD100Q200K040
DouglasEtAl2013StochasticSD100Q200K060
DouglasEtAl2013StochasticSD100Q600K005
DouglasEtAl2013StochasticSD100Q600K020
DouglasEtAl2013StochasticSD100Q600K040
DouglasEtAl2013StochasticSD100Q600K060
DouglasEtAl2013StochasticSD100Q1800K005
DouglasEtAl2013StochasticSD100Q1800K020
DouglasEtAl2013StochasticSD100Q1800K040
DouglasEtAl2013StochasticSD100Q1800K060

class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q1800K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 1800  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q1800K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 1800  Kappa 0.020

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q1800K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 1800  Kappa 0.040

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q1800K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 1800  Kappa 0.060

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q200K005
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the GMPE for induced seismicity in Geothermal Areas derived from stochastic simulations of ground motion constructed by:
 Douglas, J., Edwards, B., Convertito, V., Sharma, N., Tramelli, A.,
 Kraaijpoel, D., Cabrera, B. M., Maercklin, N., and Troise, C. (2013) “Predicting Ground Motion for Induced Earthquakes in Geothermal Areas” Bulleting of the Seismological Society of America, 103(3), 1875  1897
The stochastic model by Douglas et al. (2013) provides coefficients for 36 GMPEs, corresponding to different values of Stress Drop (1 bar, 10 bar, 100 bar), Attentuation Quality Factor Q (200, 600, 1800) and highfrequency Kappa (0.005, 0.02, 0.04, 0.05 s).
The present model is implemented for Stress Drop 1 bar, Q 200 and Kappa 0.005 s.
The models for each combination of Stress Drop, Q and Kappa are implemented in subclasses, with only the median coefficients modified in each subclass
Notes on implementation:
 Aleatory uncertainty terms are not supplied for the stochastic coefficients. Instead the adjusted aleatory uncertainty coefficients derived from empirical observations are applied to the stochastic model.
 In the initial coefficient set for the stochastic model coefficients for spectral accelerations up to 10 s are provided. However, the empirical aleatory uncertainties are provided only for periods up to 0.5012 s. Therefore, after consulation with J. Douglas, it is decided to limit longest applicable spectral period to Sa (0.5 s), rather than extrapolate the empricial aleatory coefficients to longer periods.
 For PGA and Sa (< 0.01 s) the aleatory uncertainty coefficients for Sa (0.01 s) are applied (J. Douglas, pers. comm.)
 For Sa (< 0.01 s) the coefficients are interpolated assuming PGA occurs at Sa (0.005 s) (J. Dougla, pers. comm.). We therefore limit the short period range to 0.005 s

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ The supported intensity measure component is ‘average horizontal’, see section entitiled “Empirical Analysis”, paragraph 1

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ The supported intensity measure types are PGA, PGV, and SA, see table 4.a, pages 2223

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Intra event', 'Inter event', 'Total'])¶ The supported standard deviations are total, inter and intra event, see table 4.a, pages 2223

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Geothermal'¶ The supported tectonic region type is Geothermal because the equations have been developed for geothermal regions

REQUIRES_DISTANCES
= set(['rhypo'])¶ The required distance parameter is hypocentral distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ The required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ No additional site term is defined

SIGMA_COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

get_stddevs
(C_SIG, stddev_types, num_sites)[source]¶ Returns the standard deviations
N.B. In the paper, and with confirmation from the author, the aleatory variability terms from the empirical model are used in conjunction with the median coefficients from the stochastic model. In the empirical model, coefficients for a singlestation intraevent sigma are derived. These are labeled as “phi”. Interevent coefficients corresponding to two observed geothermal sequences (SoultzSousForets and Basel) are also derived. The interevent standard deviation is therefore taken as the ordinary mean of the two interevent sigma terms

class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q200K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 200  Kappa 0.02

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q200K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 200  Kappa 0.04

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q200K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 200  Kappa 0.06

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q600K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 600  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q600K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 600  Kappa 0.020

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q600K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 600  Kappa 0.040

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD001Q600K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 001  Q 600  Kappa 0.060

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q1800K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 600  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q1800K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 1800  Kappa 0.02

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q1800K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 1800  Kappa 0.04

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q1800K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 1800  Kappa 0.06

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q200K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 200  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q200K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 200  Kappa 0.020

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q200K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 200  Kappa 0.040

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q200K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 200  Kappa 0.060

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q600K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 600  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q600K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 600  Kappa 0.02

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q600K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 600  Kappa 0.04

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD010Q600K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 010  Q 600  Kappa 0.06

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q1800K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 1800  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q1800K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 1800  Kappa 0.02

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q1800K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 1800  Kappa 0.04

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q1800K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 1800  Kappa 0.04

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q200K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 200  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q200K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 200  Kappa 0.02

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q200K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 200  Kappa 0.04

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q200K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 200  Kappa 0.06

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q600K005
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 600  Kappa 0.005

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q600K020
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 600  Kappa 0.02

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q600K040
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 600  Kappa 0.04

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.douglas_stochastic_2013.
DouglasEtAl2013StochasticSD100Q600K060
[source]¶ Bases:
openquake.hazardlib.gsim.douglas_stochastic_2013.DouglasEtAl2013StochasticSD001Q200K005
Stress Drop 100  Q 600  Kappa 0.06

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

dowrickrhoades_2005¶
Module exports DowrickRhoades2005Asc
,:class:DowrickRhoades2005SInter
DowrickRhoades2005SSlab
, and DowrickRhoades2005Volc
.

class
openquake.hazardlib.gsim.dowrickrhoades_2005.
DowrickRhoades2005Asc
[source]¶ Bases:
openquake.hazardlib.gsim.base.IPE
Implements IPE developed by D.J. Dowrick and D.A. Rhoades published as “Revised models for attenuation of Modified Mercalli Intensity in New Zealand earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.38, no. 4, p. 185214, December 2005.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/38(4)0185.pdf Last accessed 20 November 2015.
This class implements the IPE for Active Shallow Crust for different faulting types.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table (table 5, page 198)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Horizontal'¶ Supported intensity measure component is the horizontal component

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.MMI'>])¶ Supported intensity measure type is MMI.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are Inter, Intra and Total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type for base class is ‘active shallow crust’

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rrup (paragraphy x, page xx) which is

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'rake', 'mag'])¶ Required rupture parameters are magnitude, and rake and hypocentral

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ The only site parameter is vs30 used to map to site class to distinguish

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.dowrickrhoades_2005.
DowrickRhoades2005SInter
[source]¶ Bases:
openquake.hazardlib.gsim.dowrickrhoades_2005.DowrickRhoades2005Asc
Implements IPE developed by D.J. Dowrick and D.A. Rhoades published as “Revised models for attenuation of Modified Mercalli Intensity in New Zealand earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.38, no. 4, p. 185214, December 2005.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/38(4)0185.pdf Last accessed 20 November 2015.
This class implements the IPE for Subduction Interface events

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶


class
openquake.hazardlib.gsim.dowrickrhoades_2005.
DowrickRhoades2005SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.dowrickrhoades_2005.DowrickRhoades2005Asc
Implements IPE developed by D.J. Dowrick and D.A. Rhoades published as “Revised models for attenuation of Modified Mercalli Intensity in New Zealand earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.38, no. 4, p. 185214, December 2005.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/38(4)0185.pdf Last accessed 20 November 2015.
This class implements the IPE for Subduction Slab events

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table (table 7, page 198)

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶


class
openquake.hazardlib.gsim.dowrickrhoades_2005.
DowrickRhoades2005Volc
[source]¶ Bases:
openquake.hazardlib.gsim.dowrickrhoades_2005.DowrickRhoades2005Asc
Implements IPE developed by D.J. Dowrick and D.A. Rhoades published as “Revised models for attenuation of Modified Mercalli Intensity in New Zealand earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.38, no. 4, p. 185214, December 2005.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/38(4)0185.pdf Last accessed 20 November 2015.
This class implements the IPE for events with a volcanic source

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Volcanic'¶

drouet_2015_brazil¶
 Module exports
DrouetBrazil2015
DrouetBrazil2015_with_depth

class
openquake.hazardlib.gsim.drouet_2015_brazil.
DrouetBrazil2015
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by S. Drouet unpublished for Brazil based on the method described in Douet & Cotton (2015) BSSA doi: 10.1785/0120140240.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables are constructed from the electronic suplements of the original paper.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of attr:~openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see table 6, page 1022 (PGA is assumed to be equal to SA at 0.01 s)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation type is only total, see equation 35, page 1021

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is stable continental crust given that the equations have been derived for Eastern North America.

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is closest distance to rupture, see equation 30 page 1021.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameter is only magnitude, see equation 30 page 1021.

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameters are needed

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.drouet_2015_brazil.
DrouetBrazil2015withDepth
[source]¶ Bases:
openquake.hazardlib.gsim.drouet_2015_brazil.DrouetBrazil2015
Implements GMPE developed by S. Drouet unpublished for Brazil based on the method described in Douet & Cotton (2015) BSSA doi: 10.1785/0120140240. Model with magnitudedependent depth distribution and depthdependent stress distribution

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables are constructed from the electronic supplements of the original paper.

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'mag'])¶ Required rupture parameter is only magnitude, see equation 30 page 1021.

edwards_fah_2013a¶
Module exports
EdwardsFah2013Alpine10Bars
,
EdwardsFah2013Alpine20Bars
,
EdwardsFah2013Alpine30Bars
,
EdwardsFah2013Alpine50Bars
,
EdwardsFah2013Alpine60Bars
,
EdwardsFah2013Alpine75Bars
,
EdwardsFah2013Alpine90Bars
,
EdwardsFah2013Alpine120Bars
.

class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine10Bars
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
This function implements the GMPE developed by Ben Edwars and Donath Fah and published as “A Stochastic GroundMotion Model for Switzerland” Bulletin of the Seismological Society of America, Vol. 103, No. 1, pp. 78–98, February 2013. The GMPE was parametrized by Carlo Cauzzi to be implemented in OpenQuake. This class implements the equations for ‘Alpine’ and ‘Foreland  two tectonic regionalizations defined for the Switzerland  therefore this GMPE is region specific”. @ implemented by laurentiu.danciu@sed.ethz.zh

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components
AVERAGE_HORIZONTAL

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see tables 3 and 4, pages 227 and 228.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is total, Carlo Cauzzi  Personal Communication

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ALPINE which is a subregion of Active Shallow Crust.

M1
= 5.0¶ Fixed magnitude terms

M2
= 4.7¶

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is Rrup

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters: magnitude

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30 (used to distinguish rock and deep soil).

ROCK_VS30
= 1105¶ Vs30 value representing typical rock conditions in Switzerland. confirmed by the Swiss GMPE group

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine120Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This class extends
EdwardsFah2013Alpine10Bars
and implements the 120Bars ModelEdwardsFah2013Alpine120Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine20Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This class extends
EdwardsFah2013Alpine10Bars
and implements the 20Bars ModelEdwardsFah2013Alpine20Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine30Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This class extends
EdwardsFah2013Alpine10Bars
and implements the 30Bars ModelEdwardsFah2013Alpine30Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine50Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This class extends
EdwardsFah2013Alpine10Bars
and implements the 50Bars ModelEdwardsFah2013Alpine50Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine60Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This class extends
EdwardsFah2013Alpine10Bars
and implements the 60Bars ModelEdwardsFah2013Alpine60Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine75Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This class extends
EdwardsFah2013Alpine10Bars
and implements the 75Bars ModelEdwardsFah2013Alpine75Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013a.
EdwardsFah2013Alpine90Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This class extends
EdwardsFah2013Alpine10Bars
and implements the 90Bars ModelEdwardsFah2013Alpine90Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

edwards_fah_2013a_coeffs¶
edwards_fah_2013f¶
Module exports
EdwardsFah2013Foreland10Bars
,
EdwardsFah2013Foreland20Bars
,
EdwardsFah2013Foreland30Bars
,
EdwardsFah2013Foreland50Bars
,
EdwardsFah2013Foreland60Bars
,
EdwardsFah2013Foreland75Bars
,
EdwardsFah2013Foreland90Bars
,
EdwardsFah2013Foreland120Bars

class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland10Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013a.EdwardsFah2013Alpine10Bars
This function implements the GMPE developed by Ben Edwards and Donath Fah and published as “A Stochastic GroundMotion Model for Switzerland” Bulletin of the Seismological Society of America, Vol. 103, No. 1, pp. 78–98, February 2013. The GMPE was parametrized by Carlo Cauzzi to be implemented in OpenQuake. This class implements the equations for ‘Foreland  two tectonic regionalizations defined for the Switzerland  therefore this GMPE is region specific”.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

M1
= 5.0¶ Fixed magnitude terms

M2
= 4.7¶


class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland120Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013f.EdwardsFah2013Foreland10Bars
This class extends
EdwardsFah2013Foreland10Bars
and implements the 120Bars ModelEdwardsFah2013Foreland120Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland20Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013f.EdwardsFah2013Foreland10Bars
This class extends
EdwardsFah2013Foreland10Bars
and implements the 20Bars ModelEdwardsFah2013Foreland20Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland30Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013f.EdwardsFah2013Foreland10Bars
This class extends
EdwardsFah2013Foreland10Bars
and implements the 30Bars ModelEdwardsFah2013Foreland30Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland50Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013f.EdwardsFah2013Foreland10Bars
This class extends
EdwardsFah2013Foreland10Bars
and implements the 50Bars ModelEdwardsFah2013Foreland50Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland60Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013f.EdwardsFah2013Foreland10Bars
This class extends
EdwardsFah2013Foreland10Bars
and implements the 60Bars ModelEdwardsFah2013Foreland60Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland75Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013f.EdwardsFah2013Foreland10Bars
This class extends
EdwardsFah2013Foreland10Bars
and implements the 75Bars ModelEdwardsFah2013Foreland75Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.edwards_fah_2013f.
EdwardsFah2013Foreland90Bars
[source]¶ Bases:
openquake.hazardlib.gsim.edwards_fah_2013f.EdwardsFah2013Foreland10Bars
This class extends
EdwardsFah2013Foreland10Bars
and implements the 90Bars ModelEdwardsFah2013Foreland90Bars

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

edwards_fah_2013f_coeffs¶
faccioli_2010¶
Module exports FaccioliEtAl2010
.

class
openquake.hazardlib.gsim.faccioli_2010.
FaccioliEtAl2010
[source]¶ Bases:
openquake.hazardlib.gsim.cauzzi_faccioli_2008.CauzziFaccioli2008
Implements GMPE developed by Ezio Faccioli, Aldo Bianchini and Manuela Villani and published as “New ground motion prediction equations for T>1 s and their influence on seismic hazard assessment” (Proceedings of the University of Tokyo Symposium on LongPeriod Ground Motion and Urban Disaster Mitigation, March 1718, 2010). This class implements the prediction equations for horizontal peak ground acceleration, and 5%damped spectral acceleration  equation 2 page 2, plus site and faulting style terms (equations 3 and 5, page 3). Spectral acceleration (SA) values are obtained from displacement response spectrum (DSR) values (as provided by the original equations) using the following formula
SA = DSR * (2 * π / T) ** 2
This class extends :class: ~openquake.hazardlib.gsim.cauzzi_faccioli_2008.CauzziFaccioli2008 because the functional form is almost identical  the only difference is in the third term which rather then using hypocentral distance, uses closest distance to the rupture and additionaly considers a magnitude dependence.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table as from table 1 page 7

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see table 1, page 7.

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rrup, equation 2, page 2.

frankel_1996¶
Module exports FrankelEtAl1996MblgAB1987NSHMP2008
,
FrankelEtAl1996MblgJ1996NSHMP2008
,
FrankelEtAl1996MwNSHMP2008
.

class
openquake.hazardlib.gsim.frankel_1996.
FrankelEtAl1996MblgAB1987NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Arthur Frankel et al. and documented in “National SeismicHazard Maps: Documentation June 1996” (USGS  Open File Report 96532) available at: http://earthquake.usgs.gov/hazards/products/conterminous/1996/documentation/ofr96532.pdf
The GMPE is used by the National Seismic Hazard Mapping Project (NSHMP) for the 2008 central and eastern US hazard model.
This class replicates the algorithm as implemented in
subroutine getFEA
in thehazgridXnga2.f
Fortran code available at: http://earthquake.usgs.gov/hazards/products/conterminous/2008/software/The GMPE is defined by a set of lookup tables (see Appendix A) defined from minimum magnitude Mw=4.4 to maximum magnitude Mw=8.2, and from (hypocentral) distance 10 km to 1000 km. Values outside these range are clipped.
Lookup tables are defined for PGA, and SA at the following periods: 0.1, 0.2, 0.3, 0.5, 1.0, 2.0. The GMPE does not allow for interpolation on unsupported periods.
The class assumes rupture magnitude to be in Mblg scale (given that MFDs for central and eastern US are given in this scale). However lookup tables are defined for Mw. Therefore Mblg is converted to Mw by using Atkinson and Boore 1987 conversion equation.
Coefficients are given for the B/C site conditions.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of attr:~openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is only total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is stable continental crust, given that the equations have been derived for central and eastern north America

DISTS
= array([ 1. , 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2. , 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3. ])¶

IMTS_TABLES
= {SA(period=0.5, damping=5): array([[1.44, 1.23, 1.03, 0.87, 0.72, 0.58, 0.46, 0.35, 0.25, 0.16, 0.07, 0.01, 0.09, 0.16, 0.23, 0.3 , 0.37, 0.44, 0.5 , 0.57], [1.54, 1.33, 1.14, 0.97, 0.82, 0.69, 0.57, 0.46, 0.36, 0.27, 0.18, 0.1 , 0.02, 0.06, 0.13, 0.2 , 0.27, 0.34, 0.4 , 0.46], [1.64, 1.43, 1.24, 1.07, 0.92, 0.79, 0.67, 0.57, 0.47, 0.37, 0.29, 0.2 , 0.12, 0.05, 0.03, 0.1 , 0.16, 0.23, 0.3 , 0.36], [1.74, 1.53, 1.35, 1.18, 1.03, 0.9 , 0.78, 0.67, 0.57, 0.48, 0.39, 0.31, 0.23, 0.15, 0.08, 0.01, 0.06, 0.13, 0.19, 0.26], [1.85, 1.64, 1.46, 1.29, 1.14, 1.01, 0.89, 0.79, 0.69, 0.59, 0.5 , 0.42, 0.34, 0.26, 0.19, 0.12, 0.05, 0.02, 0.09, 0.15], [1.96, 1.75, 1.57, 1.4 , 1.25, 1.12, 1.01, 0.9 , 0.8 , 0.7 , 0.62, 0.53, 0.45, 0.37, 0.3 , 0.23, 0.16, 0.09, 0.02, 0.04], [2.08, 1.87, 1.68, 1.52, 1.37, 1.24, 1.12, 1.02, 0.91, 0.82, 0.73, 0.65, 0.56, 0.49, 0.41, 0.34, 0.27, 0.2 , 0.13, 0.07], [2.2 , 1.99, 1.81, 1.64, 1.49, 1.36, 1.24, 1.14, 1.03, 0.94, 0.85, 0.76, 0.68, 0.6 , 0.53, 0.45, 0.38, 0.31, 0.24, 0.18], [2.33, 2.12, 1.93, 1.77, 1.62, 1.49, 1.37, 1.26, 1.16, 1.06, 0.97, 0.89, 0.8 , 0.72, 0.64, 0.57, 0.5 , 0.43, 0.36, 0.29], [2.41, 2.2 , 2.01, 1.84, 1.7 , 1.56, 1.45, 1.34, 1.23, 1.14, 1.04, 0.96, 0.87, 0.79, 0.71, 0.64, 0.56, 0.49, 0.42, 0.36], [2.45, 2.24, 2.05, 1.88, 1.73, 1.6 , 1.48, 1.37, 1.27, 1.17, 1.08, 0.99, 0.9 , 0.82, 0.74, 0.66, 0.59, 0.52, 0.45, 0.38], [2.49, 2.28, 2.1 , 1.93, 1.78, 1.65, 1.53, 1.42, 1.31, 1.21, 1.12, 1.03, 0.94, 0.86, 0.78, 0.7 , 0.62, 0.55, 0.48, 0.41], [2.59, 2.38, 2.19, 2.03, 1.88, 1.74, 1.62, 1.51, 1.41, 1.31, 1.21, 1.12, 1.03, 0.94, 0.86, 0.78, 0.7 , 0.63, 0.56, 0.49], [2.71, 2.5 , 2.31, 2.14, 1.99, 1.86, 1.74, 1.62, 1.52, 1.42, 1.32, 1.23, 1.14, 1.05, 0.96, 0.88, 0.8 , 0.73, 0.65, 0.58], [2.84, 2.63, 2.44, 2.27, 2.12, 1.98, 1.86, 1.75, 1.64, 1.54, 1.44, 1.34, 1.25, 1.16, 1.08, 0.99, 0.91, 0.83, 0.76, 0.68], [2.98, 2.77, 2.58, 2.41, 2.26, 2.12, 2. , 1.88, 1.77, 1.67, 1.57, 1.48, 1.38, 1.29, 1.2 , 1.12, 1.04, 0.96, 0.88, 0.8 ], [3.14, 2.92, 2.73, 2.56, 2.41, 2.27, 2.15, 2.04, 1.93, 1.82, 1.72, 1.63, 1.53, 1.44, 1.35, 1.26, 1.18, 1.09, 1.01, 0.94], [3.32, 3.1 , 2.91, 2.74, 2.59, 2.45, 2.32, 2.21, 2.1 , 1.99, 1.89, 1.79, 1.7 , 1.6 , 1.51, 1.42, 1.34, 1.25, 1.17, 1.09], [3.52, 3.3 , 3.11, 2.94, 2.78, 2.65, 2.52, 2.4 , 2.29, 2.19, 2.08, 1.98, 1.89, 1.79, 1.7 , 1.61, 1.52, 1.43, 1.35, 1.26], [3.75, 3.53, 3.34, 3.17, 3.01, 2.87, 2.75, 2.63, 2.52, 2.41, 2.31, 2.2 , 2.11, 2.01, 1.91, 1.82, 1.73, 1.64, 1.55, 1.47], [4.02, 3.8 , 3.6 , 3.43, 3.27, 3.13, 3.01, 2.89, 2.77, 2.67, 2.56, 2.46, 2.36, 2.26, 2.16, 2.07, 1.97, 1.88, 1.79, 1.7 ]]), SA(period=2.0, damping=5): array([[2.87, 2.66, 2.45, 2.24, 2.03, 1.81, 1.6 , 1.39, 1.2 , 1.02, 0.87, 0.73, 0.61, 0.5 , 0.4 , 0.3 , 0.21, 0.13, 0.05, 0.02], [3. , 2.78, 2.57, 2.36, 2.14, 1.92, 1.7 , 1.49, 1.3 , 1.12, 0.97, 0.83, 0.71, 0.6 , 0.5 , 0.4 , 0.32, 0.23, 0.16, 0.08], [3.14, 2.91, 2.69, 2.47, 2.24, 2.02, 1.8 , 1.59, 1.4 , 1.22, 1.07, 0.93, 0.81, 0.7 , 0.6 , 0.51, 0.42, 0.34, 0.26, 0.18], [3.27, 3.04, 2.81, 2.58, 2.35, 2.12, 1.9 , 1.69, 1.5 , 1.32, 1.17, 1.04, 0.91, 0.8 , 0.7 , 0.61, 0.52, 0.44, 0.36, 0.28], [3.4 , 3.16, 2.92, 2.69, 2.45, 2.22, 2. , 1.79, 1.6 , 1.43, 1.27, 1.14, 1.02, 0.91, 0.81, 0.71, 0.62, 0.54, 0.46, 0.39], [3.52, 3.28, 3.03, 2.79, 2.55, 2.32, 2.1 , 1.89, 1.7 , 1.53, 1.38, 1.24, 1.12, 1.01, 0.91, 0.82, 0.73, 0.65, 0.57, 0.49], [3.64, 3.39, 3.14, 2.9 , 2.66, 2.42, 2.2 , 1.99, 1.8 , 1.63, 1.48, 1.35, 1.22, 1.12, 1.02, 0.92, 0.83, 0.75, 0.67, 0.6 ], [3.76, 3.5 , 3.25, 3. , 2.76, 2.52, 2.3 , 2.09, 1.9 , 1.73, 1.58, 1.45, 1.33, 1.22, 1.12, 1.03, 0.94, 0.86, 0.78, 0.7 ], [3.87, 3.61, 3.36, 3.11, 2.86, 2.63, 2.4 , 2.19, 2.01, 1.84, 1.69, 1.56, 1.44, 1.33, 1.23, 1.14, 1.05, 0.96, 0.89, 0.81], [3.93, 3.67, 3.42, 3.16, 2.92, 2.68, 2.45, 2.25, 2.06, 1.89, 1.75, 1.61, 1.49, 1.39, 1.29, 1.19, 1.1 , 1.02, 0.94, 0.86], [3.95, 3.69, 3.43, 3.18, 2.93, 2.69, 2.47, 2.26, 2.07, 1.9 , 1.76, 1.63, 1.51, 1.4 , 1.3 , 1.2 , 1.12, 1.03, 0.95, 0.87], [3.97, 3.71, 3.45, 3.2 , 2.95, 2.71, 2.48, 2.27, 2.09, 1.92, 1.77, 1.64, 1.52, 1.42, 1.32, 1.22, 1.13, 1.05, 0.97, 0.89], [4.05, 3.78, 3.52, 3.26, 3.01, 2.77, 2.55, 2.34, 2.15, 1.99, 1.84, 1.71, 1.59, 1.48, 1.38, 1.28, 1.19, 1.11, 1.03, 0.95], [4.14, 3.87, 3.6 , 3.34, 3.09, 2.85, 2.62, 2.42, 2.23, 2.06, 1.91, 1.78, 1.66, 1.56, 1.45, 1.36, 1.27, 1.18, 1.1 , 1.02], [4.23, 3.96, 3.69, 3.43, 3.18, 2.94, 2.71, 2.5 , 2.31, 2.15, 2. , 1.87, 1.75, 1.64, 1.54, 1.44, 1.35, 1.26, 1.18, 1.1 ], [4.34, 4.06, 3.79, 3.53, 3.27, 3.03, 2.8 , 2.59, 2.4 , 2.24, 2.09, 1.96, 1.84, 1.73, 1.62, 1.53, 1.44, 1.35, 1.26, 1.18], [4.45, 4.18, 3.9 , 3.64, 3.38, 3.13, 2.9 , 2.69, 2.51, 2.34, 2.19, 2.06, 1.94, 1.83, 1.72, 1.62, 1.53, 1.44, 1.35, 1.27], [4.58, 4.3 , 4.02, 3.75, 3.49, 3.25, 3.02, 2.81, 2.62, 2.45, 2.3 , 2.17, 2.04, 1.93, 1.83, 1.73, 1.63, 1.54, 1.46, 1.37], [4.71, 4.43, 4.15, 3.88, 3.62, 3.37, 3.14, 2.93, 2.74, 2.57, 2.42, 2.29, 2.17, 2.05, 1.95, 1.85, 1.75, 1.66, 1.57, 1.48], [4.86, 4.58, 4.3 , 4.03, 3.76, 3.51, 3.28, 3.07, 2.88, 2.71, 2.56, 2.42, 2.3 , 2.19, 2.08, 1.98, 1.88, 1.79, 1.7 , 1.61], [5.03, 4.74, 4.46, 4.19, 3.92, 3.67, 3.44, 3.23, 3.03, 2.86, 2.71, 2.58, 2.45, 2.34, 2.23, 2.13, 2.03, 1.93, 1.84, 1.75]]), PGA(): array([[0.71, 0.62, 0.53, 0.44, 0.36, 0.29, 0.21, 0.14, 0.07, 0. , 0.06, 0.12, 0.19, 0.25, 0.31, 0.37, 0.43, 0.49, 0.54, 0.6 ], [0.84, 0.75, 0.66, 0.57, 0.49, 0.41, 0.33, 0.26, 0.19, 0.12, 0.05, 0.01, 0.07, 0.14, 0.2 , 0.26, 0.32, 0.38, 0.43, 0.49], [0.98, 0.88, 0.79, 0.7 , 0.62, 0.53, 0.46, 0.38, 0.31, 0.24, 0.17, 0.1 , 0.04, 0.02, 0.08, 0.14, 0.2 , 0.26, 0.32, 0.38], [1.12, 1.02, 0.93, 0.84, 0.75, 0.66, 0.58, 0.51, 0.43, 0.36, 0.29, 0.22, 0.16, 0.1 , 0.03, 0.03, 0.09, 0.15, 0.21, 0.27], [1.27, 1.17, 1.07, 0.98, 0.89, 0.8 , 0.72, 0.64, 0.56, 0.49, 0.42, 0.35, 0.28, 0.22, 0.15, 0.09, 0.03, 0.03, 0.09, 0.15], [1.43, 1.32, 1.22, 1.13, 1.03, 0.94, 0.86, 0.78, 0.7 , 0.62, 0.55, 0.48, 0.41, 0.34, 0.28, 0.22, 0.15, 0.09, 0.03, 0.03], [1.59, 1.48, 1.38, 1.28, 1.19, 1.09, 1.01, 0.92, 0.84, 0.76, 0.69, 0.61, 0.54, 0.48, 0.41, 0.35, 0.28, 0.22, 0.16, 0.1 ], [1.76, 1.65, 1.54, 1.44, 1.35, 1.25, 1.16, 1.07, 0.99, 0.91, 0.83, 0.76, 0.69, 0.62, 0.55, 0.48, 0.42, 0.35, 0.29, 0.23], [1.93, 1.82, 1.72, 1.61, 1.51, 1.42, 1.33, 1.24, 1.15, 1.07, 0.99, 0.91, 0.83, 0.76, 0.69, 0.63, 0.56, 0.5 , 0.43, 0.37], [2.07, 1.95, 1.84, 1.74, 1.64, 1.54, 1.44, 1.35, 1.26, 1.18, 1.1 , 1.02, 0.94, 0.86, 0.79, 0.72, 0.65, 0.59, 0.53, 0.46], [2.17, 2.05, 1.94, 1.83, 1.73, 1.63, 1.53, 1.43, 1.34, 1.25, 1.17, 1.09, 1.01, 0.93, 0.86, 0.78, 0.71, 0.65, 0.58, 0.52], [2.28, 2.16, 2.04, 1.93, 1.83, 1.72, 1.62, 1.53, 1.43, 1.34, 1.25, 1.17, 1.09, 1.01, 0.93, 0.86, 0.78, 0.71, 0.65, 0.58], [2.44, 2.32, 2.2 , 2.09, 1.98, 1.87, 1.77, 1.67, 1.58, 1.48, 1.39, 1.3 , 1.22, 1.14, 1.06, 0.98, 0.91, 0.83, 0.77, 0.7 ], [2.63, 2.5 , 2.38, 2.26, 2.15, 2.04, 1.94, 1.84, 1.74, 1.64, 1.55, 1.46, 1.37, 1.29, 1.2 , 1.12, 1.05, 0.97, 0.9 , 0.83], [2.83, 2.7 , 2.57, 2.45, 2.34, 2.23, 2.12, 2.01, 1.91, 1.81, 1.72, 1.62, 1.53, 1.45, 1.36, 1.28, 1.2 , 1.12, 1.05, 0.98], [3.05, 2.92, 2.78, 2.66, 2.54, 2.42, 2.31, 2.2 , 2.1 , 2. , 1.9 , 1.8 , 1.71, 1.62, 1.53, 1.45, 1.36, 1.28, 1.21, 1.13], [3.29, 3.15, 3.01, 2.88, 2.75, 2.63, 2.52, 2.41, 2.3 , 2.19, 2.09, 1.99, 1.9 , 1.8 , 1.71, 1.62, 1.54, 1.46, 1.38, 1.3 ], [3.55, 3.4 , 3.25, 3.11, 2.98, 2.86, 2.74, 2.62, 2.51, 2.4 , 2.3 , 2.19, 2.09, 2. , 1.9 , 1.81, 1.72, 1.64, 1.56, 1.48], [3.84, 3.67, 3.52, 3.37, 3.23, 3.1 , 2.97, 2.85, 2.73, 2.62, 2.51, 2.41, 2.3 , 2.2 , 2.1 , 2.01, 1.92, 1.83, 1.74, 1.66], [4.15, 3.97, 3.8 , 3.65, 3.5 , 3.36, 3.22, 3.09, 2.97, 2.85, 2.74, 2.63, 2.52, 2.42, 2.31, 2.22, 2.12, 2.03, 1.94, 1.85], [4.48, 4.29, 4.11, 3.94, 3.78, 3.63, 3.49, 3.35, 3.22, 3.1 , 2.98, 2.86, 2.75, 2.64, 2.53, 2.43, 2.33, 2.23, 2.14, 2.05]]), SA(period=0.2, damping=5): array([[0.71, 0.57, 0.46, 0.35, 0.25, 0.15, 0.06, 0.02, 0.1 , 0.18, 0.25, 0.32, 0.39, 0.46, 0.53, 0.59, 0.65, 0.72, 0.78, 0.84], [0.82, 0.69, 0.57, 0.46, 0.36, 0.26, 0.17, 0.09, 0.01, 0.07, 0.14, 0.22, 0.29, 0.35, 0.42, 0.48, 0.55, 0.61, 0.67, 0.73], [0.93, 0.8 , 0.68, 0.57, 0.47, 0.38, 0.29, 0.2 , 0.12, 0.04, 0.03, 0.11, 0.18, 0.25, 0.31, 0.38, 0.44, 0.5 , 0.56, 0.63], [1.05, 0.92, 0.8 , 0.69, 0.59, 0.49, 0.4 , 0.32, 0.23, 0.15, 0.08, 0. , 0.07, 0.14, 0.2 , 0.27, 0.33, 0.4 , 0.46, 0.52], [1.17, 1.04, 0.92, 0.81, 0.71, 0.61, 0.52, 0.44, 0.35, 0.27, 0.19, 0.12, 0.05, 0.02, 0.09, 0.16, 0.22, 0.29, 0.35, 0.41], [1.3 , 1.17, 1.05, 0.94, 0.84, 0.74, 0.65, 0.56, 0.47, 0.39, 0.31, 0.24, 0.16, 0.09, 0.02, 0.04, 0.11, 0.17, 0.24, 0.3 ], [1.43, 1.3 , 1.18, 1.07, 0.97, 0.87, 0.77, 0.69, 0.6 , 0.52, 0.44, 0.36, 0.28, 0.21, 0.14, 0.07, 0.01, 0.06, 0.12, 0.18], [1.57, 1.44, 1.32, 1.21, 1.1 , 1. , 0.91, 0.82, 0.73, 0.65, 0.56, 0.49, 0.41, 0.34, 0.27, 0.2 , 0.13, 0.06, 0. , 0.06], [1.72, 1.58, 1.46, 1.35, 1.25, 1.15, 1.05, 0.96, 0.87, 0.78, 0.7 , 0.62, 0.54, 0.47, 0.39, 0.32, 0.25, 0.19, 0.12, 0.06], [1.82, 1.68, 1.56, 1.45, 1.34, 1.24, 1.14, 1.05, 0.96, 0.87, 0.79, 0.7 , 0.63, 0.55, 0.47, 0.4 , 0.33, 0.26, 0.2 , 0.13], [1.88, 1.74, 1.62, 1.51, 1.4 , 1.3 , 1.2 , 1.1 , 1.01, 0.92, 0.84, 0.75, 0.67, 0.59, 0.52, 0.44, 0.37, 0.3 , 0.24, 0.17], [1.95, 1.82, 1.69, 1.58, 1.47, 1.37, 1.27, 1.17, 1.08, 0.99, 0.9 , 0.81, 0.73, 0.65, 0.57, 0.5 , 0.42, 0.35, 0.28, 0.22], [2.08, 1.94, 1.82, 1.7 , 1.59, 1.49, 1.39, 1.29, 1.2 , 1.11, 1.02, 0.93, 0.84, 0.76, 0.68, 0.6 , 0.53, 0.45, 0.38, 0.32], [2.23, 2.09, 1.97, 1.85, 1.74, 1.64, 1.53, 1.44, 1.34, 1.25, 1.15, 1.06, 0.98, 0.89, 0.81, 0.73, 0.65, 0.58, 0.51, 0.44], [2.4 , 2.26, 2.13, 2.01, 1.9 , 1.8 , 1.7 , 1.6 , 1.5 , 1.4 , 1.31, 1.22, 1.13, 1.04, 0.96, 0.88, 0.8 , 0.72, 0.65, 0.58], [2.58, 2.44, 2.32, 2.2 , 2.09, 1.98, 1.88, 1.78, 1.68, 1.58, 1.49, 1.39, 1.3 , 1.22, 1.13, 1.04, 0.96, 0.88, 0.81, 0.73], [2.8 , 2.66, 2.53, 2.41, 2.3 , 2.19, 2.09, 1.98, 1.88, 1.79, 1.69, 1.6 , 1.5 , 1.41, 1.32, 1.24, 1.15, 1.07, 0.99, 0.92], [3.04, 2.9 , 2.77, 2.65, 2.54, 2.43, 2.32, 2.22, 2.12, 2.02, 1.92, 1.83, 1.73, 1.64, 1.55, 1.46, 1.37, 1.29, 1.21, 1.13], [3.33, 3.19, 3.06, 2.93, 2.82, 2.71, 2.6 , 2.49, 2.39, 2.29, 2.19, 2.09, 1.99, 1.9 , 1.8 , 1.71, 1.62, 1.54, 1.45, 1.37], [3.66, 3.52, 3.38, 3.26, 3.14, 3.02, 2.91, 2.8 , 2.69, 2.59, 2.48, 2.38, 2.28, 2.18, 2.09, 1.99, 1.9 , 1.81, 1.73, 1.64], [4.05, 3.9 , 3.76, 3.63, 3.5 , 3.38, 3.26, 3.14, 3.03, 2.92, 2.81, 2.7 , 2.59, 2.49, 2.39, 2.29, 2.19, 2.1 , 2.01, 1.92]]), SA(period=0.3, damping=5): array([[0.97, 0.81, 0.66, 0.53, 0.42, 0.31, 0.21, 0.12, 0.03, 0.05, 0.13, 0.2 , 0.28, 0.35, 0.41, 0.48, 0.54, 0.61, 0.67, 0.73], [1.08, 0.91, 0.77, 0.64, 0.53, 0.42, 0.32, 0.23, 0.14, 0.06, 0.02, 0.1 , 0.17, 0.24, 0.31, 0.38, 0.44, 0.5 , 0.57, 0.63], [1.19, 1.02, 0.88, 0.75, 0.64, 0.53, 0.43, 0.34, 0.25, 0.17, 0.09, 0.01, 0.06, 0.13, 0.2 , 0.27, 0.33, 0.4 , 0.46, 0.52], [1.3 , 1.14, 0.99, 0.86, 0.75, 0.64, 0.54, 0.45, 0.36, 0.28, 0.2 , 0.12, 0.05, 0.03, 0.09, 0.16, 0.23, 0.29, 0.36, 0.42], [1.41, 1.25, 1.11, 0.98, 0.86, 0.76, 0.66, 0.57, 0.48, 0.39, 0.31, 0.23, 0.16, 0.09, 0.02, 0.05, 0.12, 0.18, 0.25, 0.31], [1.53, 1.37, 1.23, 1.1 , 0.98, 0.88, 0.78, 0.68, 0.59, 0.51, 0.43, 0.35, 0.27, 0.2 , 0.13, 0.06, 0.01, 0.07, 0.14, 0.2 ], [1.66, 1.5 , 1.35, 1.23, 1.11, 1. , 0.9 , 0.81, 0.72, 0.63, 0.55, 0.47, 0.39, 0.31, 0.24, 0.17, 0.11, 0.04, 0.02, 0.09], [1.79, 1.63, 1.48, 1.36, 1.24, 1.13, 1.03, 0.93, 0.84, 0.75, 0.67, 0.59, 0.51, 0.44, 0.36, 0.29, 0.22, 0.16, 0.09, 0.03], [1.93, 1.77, 1.62, 1.49, 1.37, 1.26, 1.16, 1.07, 0.97, 0.88, 0.8 , 0.72, 0.64, 0.56, 0.49, 0.41, 0.34, 0.28, 0.21, 0.15], [2.02, 1.85, 1.71, 1.58, 1.46, 1.35, 1.25, 1.15, 1.06, 0.97, 0.88, 0.8 , 0.71, 0.64, 0.56, 0.49, 0.42, 0.35, 0.28, 0.21], [2.07, 1.91, 1.76, 1.63, 1.51, 1.4 , 1.3 , 1.2 , 1.1 , 1.01, 0.92, 0.84, 0.75, 0.67, 0.6 , 0.52, 0.45, 0.38, 0.31, 0.24], [2.13, 1.97, 1.82, 1.69, 1.57, 1.46, 1.35, 1.25, 1.16, 1.06, 0.97, 0.89, 0.8 , 0.72, 0.64, 0.56, 0.49, 0.42, 0.35, 0.28], [2.25, 2.08, 1.93, 1.8 , 1.68, 1.57, 1.46, 1.36, 1.26, 1.17, 1.08, 0.99, 0.9 , 0.82, 0.74, 0.66, 0.58, 0.51, 0.44, 0.37], [2.38, 2.21, 2.06, 1.93, 1.81, 1.7 , 1.59, 1.49, 1.39, 1.29, 1.2 , 1.11, 1.02, 0.94, 0.85, 0.77, 0.7 , 0.62, 0.55, 0.48], [2.53, 2.36, 2.21, 2.08, 1.96, 1.84, 1.73, 1.63, 1.53, 1.43, 1.34, 1.25, 1.16, 1.07, 0.99, 0.9 , 0.82, 0.75, 0.67, 0.6 ], [2.69, 2.52, 2.37, 2.24, 2.12, 2. , 1.89, 1.79, 1.69, 1.59, 1.5 , 1.4 , 1.31, 1.22, 1.13, 1.05, 0.97, 0.89, 0.81, 0.74], [2.88, 2.71, 2.56, 2.42, 2.3 , 2.18, 2.08, 1.97, 1.87, 1.77, 1.67, 1.58, 1.48, 1.39, 1.3 , 1.22, 1.13, 1.05, 0.97, 0.9 ], [3.09, 2.92, 2.77, 2.63, 2.51, 2.39, 2.28, 2.18, 2.07, 1.97, 1.87, 1.78, 1.68, 1.59, 1.5 , 1.41, 1.32, 1.24, 1.16, 1.08], [3.33, 3.16, 3.01, 2.87, 2.75, 2.63, 2.52, 2.41, 2.31, 2.2 , 2.11, 2.01, 1.91, 1.82, 1.72, 1.63, 1.54, 1.46, 1.37, 1.29], [3.61, 3.44, 3.29, 3.15, 3.02, 2.91, 2.79, 2.68, 2.58, 2.47, 2.37, 2.27, 2.17, 2.08, 1.98, 1.89, 1.8 , 1.71, 1.62, 1.54], [3.95, 3.77, 3.62, 3.48, 3.35, 3.22, 3.11, 3. , 2.89, 2.78, 2.67, 2.57, 2.47, 2.37, 2.27, 2.17, 2.08, 1.99, 1.9 , 1.81]]), SA(period=1.0, damping=5): array([[2.22, 1.98, 1.75, 1.52, 1.31, 1.12, 0.95, 0.8 , 0.66, 0.54, 0.43, 0.33, 0.24, 0.15, 0.07, 0.01, 0.08, 0.16, 0.23, 0.29], [2.32, 2.08, 1.85, 1.62, 1.41, 1.22, 1.05, 0.9 , 0.77, 0.64, 0.54, 0.43, 0.34, 0.25, 0.17, 0.09, 0.02, 0.05, 0.12, 0.19], [2.43, 2.18, 1.95, 1.72, 1.51, 1.32, 1.15, 1. , 0.87, 0.75, 0.64, 0.54, 0.45, 0.36, 0.28, 0.2 , 0.12, 0.05, 0.02, 0.09], [2.53, 2.29, 2.05, 1.82, 1.61, 1.42, 1.25, 1.11, 0.97, 0.85, 0.74, 0.64, 0.55, 0.46, 0.38, 0.3 , 0.23, 0.15, 0.08, 0.01], [2.63, 2.39, 2.15, 1.92, 1.71, 1.53, 1.36, 1.21, 1.08, 0.96, 0.85, 0.75, 0.66, 0.57, 0.49, 0.41, 0.33, 0.26, 0.19, 0.12], [2.74, 2.49, 2.25, 2.03, 1.82, 1.63, 1.46, 1.32, 1.18, 1.06, 0.96, 0.86, 0.76, 0.68, 0.59, 0.51, 0.44, 0.36, 0.29, 0.22], [2.84, 2.6 , 2.36, 2.13, 1.92, 1.74, 1.57, 1.42, 1.29, 1.17, 1.07, 0.97, 0.87, 0.78, 0.7 , 0.62, 0.54, 0.47, 0.4 , 0.33], [2.95, 2.7 , 2.47, 2.24, 2.03, 1.85, 1.68, 1.53, 1.4 , 1.29, 1.18, 1.08, 0.98, 0.9 , 0.81, 0.73, 0.65, 0.58, 0.51, 0.44], [3.07, 2.82, 2.58, 2.35, 2.15, 1.96, 1.8 , 1.65, 1.52, 1.4 , 1.29, 1.19, 1.1 , 1.01, 0.92, 0.84, 0.77, 0.69, 0.62, 0.55], [3.14, 2.88, 2.64, 2.42, 2.21, 2.02, 1.86, 1.71, 1.58, 1.46, 1.36, 1.26, 1.16, 1.07, 0.99, 0.9 , 0.83, 0.75, 0.68, 0.61], [3.16, 2.91, 2.67, 2.44, 2.24, 2.05, 1.88, 1.74, 1.61, 1.49, 1.38, 1.28, 1.18, 1.09, 1.01, 0.92, 0.84, 0.77, 0.69, 0.62], [3.2 , 2.94, 2.7 , 2.47, 2.27, 2.08, 1.91, 1.77, 1.63, 1.52, 1.41, 1.31, 1.21, 1.12, 1.03, 0.95, 0.87, 0.79, 0.71, 0.64], [3.28, 3.03, 2.78, 2.55, 2.35, 2.16, 1.99, 1.84, 1.71, 1.59, 1.48, 1.38, 1.29, 1.19, 1.1 , 1.02, 0.94, 0.86, 0.78, 0.71], [3.38, 3.12, 2.88, 2.65, 2.44, 2.25, 2.09, 1.94, 1.81, 1.69, 1.58, 1.47, 1.37, 1.28, 1.19, 1.11, 1.02, 0.94, 0.87, 0.79], [3.49, 3.23, 2.98, 2.75, 2.55, 2.36, 2.19, 2.04, 1.91, 1.79, 1.68, 1.57, 1.47, 1.38, 1.29, 1.2 , 1.12, 1.03, 0.96, 0.88], [3.61, 3.35, 3.1 , 2.87, 2.66, 2.47, 2.3 , 2.15, 2.02, 1.9 , 1.79, 1.68, 1.58, 1.49, 1.39, 1.3 , 1.22, 1.14, 1.05, 0.98], [3.74, 3.48, 3.23, 3. , 2.79, 2.6 , 2.43, 2.28, 2.14, 2.02, 1.91, 1.8 , 1.7 , 1.6 , 1.51, 1.42, 1.33, 1.25, 1.16, 1.09], [3.88, 3.62, 3.37, 3.14, 2.93, 2.74, 2.57, 2.41, 2.28, 2.16, 2.04, 1.94, 1.83, 1.74, 1.64, 1.55, 1.46, 1.37, 1.29, 1.21], [4.04, 3.78, 3.53, 3.3 , 3.08, 2.89, 2.72, 2.57, 2.43, 2.31, 2.2 , 2.09, 1.98, 1.88, 1.79, 1.69, 1.6 , 1.51, 1.43, 1.35], [4.22, 3.96, 3.71, 3.47, 3.26, 3.07, 2.9 , 2.74, 2.61, 2.48, 2.37, 2.26, 2.15, 2.05, 1.96, 1.86, 1.77, 1.68, 1.59, 1.5 ], [4.43, 4.16, 3.91, 3.68, 3.46, 3.27, 3.1 , 2.94, 2.81, 2.68, 2.56, 2.45, 2.35, 2.25, 2.15, 2.05, 1.95, 1.86, 1.77, 1.69]]), SA(period=0.1, damping=5): array([[0.43, 0.32, 0.23, 0.14, 0.05, 0.03, 0.11, 0.19, 0.26, 0.33, 0.4 , 0.47, 0.54, 0.6 , 0.66, 0.72, 0.78, 0.84, 0.9 , 0.96], [0.55, 0.44, 0.35, 0.26, 0.17, 0.08, 0. , 0.07, 0.15, 0.22, 0.29, 0.36, 0.43, 0.49, 0.55, 0.62, 0.68, 0.74, 0.8 , 0.86], [0.67, 0.57, 0.47, 0.38, 0.29, 0.2 , 0.12, 0.04, 0.03, 0.11, 0.18, 0.25, 0.31, 0.38, 0.44, 0.51, 0.57, 0.63, 0.69, 0.75], [0.8 , 0.69, 0.6 , 0.5 , 0.41, 0.33, 0.24, 0.16, 0.09, 0.01, 0.06, 0.13, 0.2 , 0.27, 0.33, 0.39, 0.46, 0.52, 0.58, 0.64], [0.93, 0.83, 0.73, 0.63, 0.54, 0.45, 0.37, 0.29, 0.21, 0.13, 0.06, 0.01, 0.08, 0.15, 0.21, 0.28, 0.34, 0.4 , 0.46, 0.52], [1.07, 0.97, 0.86, 0.77, 0.68, 0.59, 0.5 , 0.42, 0.34, 0.26, 0.18, 0.11, 0.04, 0.03, 0.09, 0.16, 0.22, 0.28, 0.35, 0.41], [1.22, 1.11, 1.01, 0.91, 0.82, 0.73, 0.64, 0.55, 0.47, 0.39, 0.32, 0.24, 0.17, 0.1 , 0.03, 0.03, 0.1 , 0.16, 0.22, 0.28], [1.37, 1.26, 1.16, 1.06, 0.97, 0.87, 0.78, 0.7 , 0.61, 0.53, 0.45, 0.38, 0.3 , 0.23, 0.16, 0.1 , 0.03, 0.03, 0.1 , 0.16], [1.53, 1.42, 1.32, 1.22, 1.12, 1.03, 0.94, 0.85, 0.76, 0.68, 0.6 , 0.52, 0.45, 0.37, 0.3 , 0.23, 0.17, 0.1 , 0.04, 0.02], [1.65, 1.54, 1.43, 1.33, 1.24, 1.14, 1.05, 0.96, 0.87, 0.79, 0.7 , 0.62, 0.54, 0.47, 0.4 , 0.33, 0.26, 0.19, 0.13, 0.06], [1.73, 1.62, 1.51, 1.41, 1.31, 1.22, 1.12, 1.03, 0.94, 0.86, 0.77, 0.69, 0.61, 0.53, 0.46, 0.39, 0.32, 0.25, 0.18, 0.12], [1.83, 1.72, 1.61, 1.51, 1.41, 1.31, 1.21, 1.12, 1.03, 0.94, 0.85, 0.77, 0.69, 0.61, 0.53, 0.46, 0.39, 0.32, 0.25, 0.18], [1.98, 1.87, 1.76, 1.66, 1.56, 1.46, 1.36, 1.27, 1.18, 1.09, 1. , 0.91, 0.83, 0.75, 0.67, 0.59, 0.52, 0.44, 0.37, 0.31], [2.17, 2.05, 1.95, 1.84, 1.74, 1.64, 1.54, 1.45, 1.35, 1.26, 1.17, 1.08, 0.99, 0.91, 0.83, 0.75, 0.67, 0.6 , 0.53, 0.46], [2.38, 2.26, 2.15, 2.05, 1.94, 1.84, 1.74, 1.64, 1.55, 1.45, 1.36, 1.27, 1.18, 1.1 , 1.01, 0.93, 0.85, 0.78, 0.7 , 0.63], [2.61, 2.5 , 2.39, 2.28, 2.17, 2.07, 1.97, 1.87, 1.77, 1.68, 1.58, 1.49, 1.4 , 1.31, 1.22, 1.14, 1.06, 0.98, 0.91, 0.83], [2.89, 2.77, 2.66, 2.55, 2.44, 2.33, 2.23, 2.13, 2.03, 1.93, 1.83, 1.74, 1.64, 1.55, 1.46, 1.38, 1.29, 1.21, 1.13, 1.06], [3.2 , 3.08, 2.96, 2.85, 2.73, 2.62, 2.51, 2.41, 2.31, 2.2 , 2.1 , 2.01, 1.91, 1.82, 1.72, 1.63, 1.55, 1.46, 1.38, 1.3 ], [3.56, 3.43, 3.3 , 3.18, 3.06, 2.94, 2.82, 2.71, 2.6 , 2.49, 2.39, 2.29, 2.19, 2.09, 1.99, 1.9 , 1.81, 1.72, 1.64, 1.56], [3.96, 3.81, 3.67, 3.53, 3.39, 3.26, 3.14, 3.02, 2.9 , 2.78, 2.67, 2.57, 2.46, 2.36, 2.26, 2.16, 2.07, 1.97, 1.88, 1.8 ], [4.37, 4.2 , 4.04, 3.88, 3.73, 3.59, 3.45, 3.32, 3.19, 3.07, 2.95, 2.83, 2.72, 2.61, 2.51, 2.4 , 2.31, 2.21, 2.12, 2.03]])}¶

MAGS
= array([ 4.4, 4.6, 4.8, 5. , 5.2, 5.4, 5.6, 5.8, 6. , 6.2, 6.4, 6.6, 6.8, 7. , 7.2, 7.4, 7.6, 7.8, 8. , 8.2])¶

PGA_TBL
= array([[0.71, 0.62, 0.53, 0.44, 0.36, 0.29, 0.21, 0.14, 0.07, 0. , 0.06, 0.12, 0.19, 0.25, 0.31, 0.37, 0.43, 0.49, 0.54, 0.6 ], [0.84, 0.75, 0.66, 0.57, 0.49, 0.41, 0.33, 0.26, 0.19, 0.12, 0.05, 0.01, 0.07, 0.14, 0.2 , 0.26, 0.32, 0.38, 0.43, 0.49], [0.98, 0.88, 0.79, 0.7 , 0.62, 0.53, 0.46, 0.38, 0.31, 0.24, 0.17, 0.1 , 0.04, 0.02, 0.08, 0.14, 0.2 , 0.26, 0.32, 0.38], [1.12, 1.02, 0.93, 0.84, 0.75, 0.66, 0.58, 0.51, 0.43, 0.36, 0.29, 0.22, 0.16, 0.1 , 0.03, 0.03, 0.09, 0.15, 0.21, 0.27], [1.27, 1.17, 1.07, 0.98, 0.89, 0.8 , 0.72, 0.64, 0.56, 0.49, 0.42, 0.35, 0.28, 0.22, 0.15, 0.09, 0.03, 0.03, 0.09, 0.15], [1.43, 1.32, 1.22, 1.13, 1.03, 0.94, 0.86, 0.78, 0.7 , 0.62, 0.55, 0.48, 0.41, 0.34, 0.28, 0.22, 0.15, 0.09, 0.03, 0.03], [1.59, 1.48, 1.38, 1.28, 1.19, 1.09, 1.01, 0.92, 0.84, 0.76, 0.69, 0.61, 0.54, 0.48, 0.41, 0.35, 0.28, 0.22, 0.16, 0.1 ], [1.76, 1.65, 1.54, 1.44, 1.35, 1.25, 1.16, 1.07, 0.99, 0.91, 0.83, 0.76, 0.69, 0.62, 0.55, 0.48, 0.42, 0.35, 0.29, 0.23], [1.93, 1.82, 1.72, 1.61, 1.51, 1.42, 1.33, 1.24, 1.15, 1.07, 0.99, 0.91, 0.83, 0.76, 0.69, 0.63, 0.56, 0.5 , 0.43, 0.37], [2.07, 1.95, 1.84, 1.74, 1.64, 1.54, 1.44, 1.35, 1.26, 1.18, 1.1 , 1.02, 0.94, 0.86, 0.79, 0.72, 0.65, 0.59, 0.53, 0.46], [2.17, 2.05, 1.94, 1.83, 1.73, 1.63, 1.53, 1.43, 1.34, 1.25, 1.17, 1.09, 1.01, 0.93, 0.86, 0.78, 0.71, 0.65, 0.58, 0.52], [2.28, 2.16, 2.04, 1.93, 1.83, 1.72, 1.62, 1.53, 1.43, 1.34, 1.25, 1.17, 1.09, 1.01, 0.93, 0.86, 0.78, 0.71, 0.65, 0.58], [2.44, 2.32, 2.2 , 2.09, 1.98, 1.87, 1.77, 1.67, 1.58, 1.48, 1.39, 1.3 , 1.22, 1.14, 1.06, 0.98, 0.91, 0.83, 0.77, 0.7 ], [2.63, 2.5 , 2.38, 2.26, 2.15, 2.04, 1.94, 1.84, 1.74, 1.64, 1.55, 1.46, 1.37, 1.29, 1.2 , 1.12, 1.05, 0.97, 0.9 , 0.83], [2.83, 2.7 , 2.57, 2.45, 2.34, 2.23, 2.12, 2.01, 1.91, 1.81, 1.72, 1.62, 1.53, 1.45, 1.36, 1.28, 1.2 , 1.12, 1.05, 0.98], [3.05, 2.92, 2.78, 2.66, 2.54, 2.42, 2.31, 2.2 , 2.1 , 2. , 1.9 , 1.8 , 1.71, 1.62, 1.53, 1.45, 1.36, 1.28, 1.21, 1.13], [3.29, 3.15, 3.01, 2.88, 2.75, 2.63, 2.52, 2.41, 2.3 , 2.19, 2.09, 1.99, 1.9 , 1.8 , 1.71, 1.62, 1.54, 1.46, 1.38, 1.3 ], [3.55, 3.4 , 3.25, 3.11, 2.98, 2.86, 2.74, 2.62, 2.51, 2.4 , 2.3 , 2.19, 2.09, 2. , 1.9 , 1.81, 1.72, 1.64, 1.56, 1.48], [3.84, 3.67, 3.52, 3.37, 3.23, 3.1 , 2.97, 2.85, 2.73, 2.62, 2.51, 2.41, 2.3 , 2.2 , 2.1 , 2.01, 1.92, 1.83, 1.74, 1.66], [4.15, 3.97, 3.8 , 3.65, 3.5 , 3.36, 3.22, 3.09, 2.97, 2.85, 2.74, 2.63, 2.52, 2.42, 2.31, 2.22, 2.12, 2.03, 1.94, 1.85], [4.48, 4.29, 4.11, 3.94, 3.78, 3.63, 3.49, 3.35, 3.22, 3.1 , 2.98, 2.86, 2.75, 2.64, 2.53, 2.43, 2.33, 2.23, 2.14, 2.05]])¶

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is rhypo

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameter is only magnitude (Mblg).

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameters required

SA01_TBL
= array([[0.43, 0.32, 0.23, 0.14, 0.05, 0.03, 0.11, 0.19, 0.26, 0.33, 0.4 , 0.47, 0.54, 0.6 , 0.66, 0.72, 0.78, 0.84, 0.9 , 0.96], [0.55, 0.44, 0.35, 0.26, 0.17, 0.08, 0. , 0.07, 0.15, 0.22, 0.29, 0.36, 0.43, 0.49, 0.55, 0.62, 0.68, 0.74, 0.8 , 0.86], [0.67, 0.57, 0.47, 0.38, 0.29, 0.2 , 0.12, 0.04, 0.03, 0.11, 0.18, 0.25, 0.31, 0.38, 0.44, 0.51, 0.57, 0.63, 0.69, 0.75], [0.8 , 0.69, 0.6 , 0.5 , 0.41, 0.33, 0.24, 0.16, 0.09, 0.01, 0.06, 0.13, 0.2 , 0.27, 0.33, 0.39, 0.46, 0.52, 0.58, 0.64], [0.93, 0.83, 0.73, 0.63, 0.54, 0.45, 0.37, 0.29, 0.21, 0.13, 0.06, 0.01, 0.08, 0.15, 0.21, 0.28, 0.34, 0.4 , 0.46, 0.52], [1.07, 0.97, 0.86, 0.77, 0.68, 0.59, 0.5 , 0.42, 0.34, 0.26, 0.18, 0.11, 0.04, 0.03, 0.09, 0.16, 0.22, 0.28, 0.35, 0.41], [1.22, 1.11, 1.01, 0.91, 0.82, 0.73, 0.64, 0.55, 0.47, 0.39, 0.32, 0.24, 0.17, 0.1 , 0.03, 0.03, 0.1 , 0.16, 0.22, 0.28], [1.37, 1.26, 1.16, 1.06, 0.97, 0.87, 0.78, 0.7 , 0.61, 0.53, 0.45, 0.38, 0.3 , 0.23, 0.16, 0.1 , 0.03, 0.03, 0.1 , 0.16], [1.53, 1.42, 1.32, 1.22, 1.12, 1.03, 0.94, 0.85, 0.76, 0.68, 0.6 , 0.52, 0.45, 0.37, 0.3 , 0.23, 0.17, 0.1 , 0.04, 0.02], [1.65, 1.54, 1.43, 1.33, 1.24, 1.14, 1.05, 0.96, 0.87, 0.79, 0.7 , 0.62, 0.54, 0.47, 0.4 , 0.33, 0.26, 0.19, 0.13, 0.06], [1.73, 1.62, 1.51, 1.41, 1.31, 1.22, 1.12, 1.03, 0.94, 0.86, 0.77, 0.69, 0.61, 0.53, 0.46, 0.39, 0.32, 0.25, 0.18, 0.12], [1.83, 1.72, 1.61, 1.51, 1.41, 1.31, 1.21, 1.12, 1.03, 0.94, 0.85, 0.77, 0.69, 0.61, 0.53, 0.46, 0.39, 0.32, 0.25, 0.18], [1.98, 1.87, 1.76, 1.66, 1.56, 1.46, 1.36, 1.27, 1.18, 1.09, 1. , 0.91, 0.83, 0.75, 0.67, 0.59, 0.52, 0.44, 0.37, 0.31], [2.17, 2.05, 1.95, 1.84, 1.74, 1.64, 1.54, 1.45, 1.35, 1.26, 1.17, 1.08, 0.99, 0.91, 0.83, 0.75, 0.67, 0.6 , 0.53, 0.46], [2.38, 2.26, 2.15, 2.05, 1.94, 1.84, 1.74, 1.64, 1.55, 1.45, 1.36, 1.27, 1.18, 1.1 , 1.01, 0.93, 0.85, 0.78, 0.7 , 0.63], [2.61, 2.5 , 2.39, 2.28, 2.17, 2.07, 1.97, 1.87, 1.77, 1.68, 1.58, 1.49, 1.4 , 1.31, 1.22, 1.14, 1.06, 0.98, 0.91, 0.83], [2.89, 2.77, 2.66, 2.55, 2.44, 2.33, 2.23, 2.13, 2.03, 1.93, 1.83, 1.74, 1.64, 1.55, 1.46, 1.38, 1.29, 1.21, 1.13, 1.06], [3.2 , 3.08, 2.96, 2.85, 2.73, 2.62, 2.51, 2.41, 2.31, 2.2 , 2.1 , 2.01, 1.91, 1.82, 1.72, 1.63, 1.55, 1.46, 1.38, 1.3 ], [3.56, 3.43, 3.3 , 3.18, 3.06, 2.94, 2.82, 2.71, 2.6 , 2.49, 2.39, 2.29, 2.19, 2.09, 1.99, 1.9 , 1.81, 1.72, 1.64, 1.56], [3.96, 3.81, 3.67, 3.53, 3.39, 3.26, 3.14, 3.02, 2.9 , 2.78, 2.67, 2.57, 2.46, 2.36, 2.26, 2.16, 2.07, 1.97, 1.88, 1.8 ], [4.37, 4.2 , 4.04, 3.88, 3.73, 3.59, 3.45, 3.32, 3.19, 3.07, 2.95, 2.83, 2.72, 2.61, 2.51, 2.4 , 2.31, 2.21, 2.12, 2.03]])¶

SA02_TBL
= array([[0.71, 0.57, 0.46, 0.35, 0.25, 0.15, 0.06, 0.02, 0.1 , 0.18, 0.25, 0.32, 0.39, 0.46, 0.53, 0.59, 0.65, 0.72, 0.78, 0.84], [0.82, 0.69, 0.57, 0.46, 0.36, 0.26, 0.17, 0.09, 0.01, 0.07, 0.14, 0.22, 0.29, 0.35, 0.42, 0.48, 0.55, 0.61, 0.67, 0.73], [0.93, 0.8 , 0.68, 0.57, 0.47, 0.38, 0.29, 0.2 , 0.12, 0.04, 0.03, 0.11, 0.18, 0.25, 0.31, 0.38, 0.44, 0.5 , 0.56, 0.63], [1.05, 0.92, 0.8 , 0.69, 0.59, 0.49, 0.4 , 0.32, 0.23, 0.15, 0.08, 0. , 0.07, 0.14, 0.2 , 0.27, 0.33, 0.4 , 0.46, 0.52], [1.17, 1.04, 0.92, 0.81, 0.71, 0.61, 0.52, 0.44, 0.35, 0.27, 0.19, 0.12, 0.05, 0.02, 0.09, 0.16, 0.22, 0.29, 0.35, 0.41], [1.3 , 1.17, 1.05, 0.94, 0.84, 0.74, 0.65, 0.56, 0.47, 0.39, 0.31, 0.24, 0.16, 0.09, 0.02, 0.04, 0.11, 0.17, 0.24, 0.3 ], [1.43, 1.3 , 1.18, 1.07, 0.97, 0.87, 0.77, 0.69, 0.6 , 0.52, 0.44, 0.36, 0.28, 0.21, 0.14, 0.07, 0.01, 0.06, 0.12, 0.18], [1.57, 1.44, 1.32, 1.21, 1.1 , 1. , 0.91, 0.82, 0.73, 0.65, 0.56, 0.49, 0.41, 0.34, 0.27, 0.2 , 0.13, 0.06, 0. , 0.06], [1.72, 1.58, 1.46, 1.35, 1.25, 1.15, 1.05, 0.96, 0.87, 0.78, 0.7 , 0.62, 0.54, 0.47, 0.39, 0.32, 0.25, 0.19, 0.12, 0.06], [1.82, 1.68, 1.56, 1.45, 1.34, 1.24, 1.14, 1.05, 0.96, 0.87, 0.79, 0.7 , 0.63, 0.55, 0.47, 0.4 , 0.33, 0.26, 0.2 , 0.13], [1.88, 1.74, 1.62, 1.51, 1.4 , 1.3 , 1.2 , 1.1 , 1.01, 0.92, 0.84, 0.75, 0.67, 0.59, 0.52, 0.44, 0.37, 0.3 , 0.24, 0.17], [1.95, 1.82, 1.69, 1.58, 1.47, 1.37, 1.27, 1.17, 1.08, 0.99, 0.9 , 0.81, 0.73, 0.65, 0.57, 0.5 , 0.42, 0.35, 0.28, 0.22], [2.08, 1.94, 1.82, 1.7 , 1.59, 1.49, 1.39, 1.29, 1.2 , 1.11, 1.02, 0.93, 0.84, 0.76, 0.68, 0.6 , 0.53, 0.45, 0.38, 0.32], [2.23, 2.09, 1.97, 1.85, 1.74, 1.64, 1.53, 1.44, 1.34, 1.25, 1.15, 1.06, 0.98, 0.89, 0.81, 0.73, 0.65, 0.58, 0.51, 0.44], [2.4 , 2.26, 2.13, 2.01, 1.9 , 1.8 , 1.7 , 1.6 , 1.5 , 1.4 , 1.31, 1.22, 1.13, 1.04, 0.96, 0.88, 0.8 , 0.72, 0.65, 0.58], [2.58, 2.44, 2.32, 2.2 , 2.09, 1.98, 1.88, 1.78, 1.68, 1.58, 1.49, 1.39, 1.3 , 1.22, 1.13, 1.04, 0.96, 0.88, 0.81, 0.73], [2.8 , 2.66, 2.53, 2.41, 2.3 , 2.19, 2.09, 1.98, 1.88, 1.79, 1.69, 1.6 , 1.5 , 1.41, 1.32, 1.24, 1.15, 1.07, 0.99, 0.92], [3.04, 2.9 , 2.77, 2.65, 2.54, 2.43, 2.32, 2.22, 2.12, 2.02, 1.92, 1.83, 1.73, 1.64, 1.55, 1.46, 1.37, 1.29, 1.21, 1.13], [3.33, 3.19, 3.06, 2.93, 2.82, 2.71, 2.6 , 2.49, 2.39, 2.29, 2.19, 2.09, 1.99, 1.9 , 1.8 , 1.71, 1.62, 1.54, 1.45, 1.37], [3.66, 3.52, 3.38, 3.26, 3.14, 3.02, 2.91, 2.8 , 2.69, 2.59, 2.48, 2.38, 2.28, 2.18, 2.09, 1.99, 1.9 , 1.81, 1.73, 1.64], [4.05, 3.9 , 3.76, 3.63, 3.5 , 3.38, 3.26, 3.14, 3.03, 2.92, 2.81, 2.7 , 2.59, 2.49, 2.39, 2.29, 2.19, 2.1 , 2.01, 1.92]])¶

SA03_TBL
= array([[0.97, 0.81, 0.66, 0.53, 0.42, 0.31, 0.21, 0.12, 0.03, 0.05, 0.13, 0.2 , 0.28, 0.35, 0.41, 0.48, 0.54, 0.61, 0.67, 0.73], [1.08, 0.91, 0.77, 0.64, 0.53, 0.42, 0.32, 0.23, 0.14, 0.06, 0.02, 0.1 , 0.17, 0.24, 0.31, 0.38, 0.44, 0.5 , 0.57, 0.63], [1.19, 1.02, 0.88, 0.75, 0.64, 0.53, 0.43, 0.34, 0.25, 0.17, 0.09, 0.01, 0.06, 0.13, 0.2 , 0.27, 0.33, 0.4 , 0.46, 0.52], [1.3 , 1.14, 0.99, 0.86, 0.75, 0.64, 0.54, 0.45, 0.36, 0.28, 0.2 , 0.12, 0.05, 0.03, 0.09, 0.16, 0.23, 0.29, 0.36, 0.42], [1.41, 1.25, 1.11, 0.98, 0.86, 0.76, 0.66, 0.57, 0.48, 0.39, 0.31, 0.23, 0.16, 0.09, 0.02, 0.05, 0.12, 0.18, 0.25, 0.31], [1.53, 1.37, 1.23, 1.1 , 0.98, 0.88, 0.78, 0.68, 0.59, 0.51, 0.43, 0.35, 0.27, 0.2 , 0.13, 0.06, 0.01, 0.07, 0.14, 0.2 ], [1.66, 1.5 , 1.35, 1.23, 1.11, 1. , 0.9 , 0.81, 0.72, 0.63, 0.55, 0.47, 0.39, 0.31, 0.24, 0.17, 0.11, 0.04, 0.02, 0.09], [1.79, 1.63, 1.48, 1.36, 1.24, 1.13, 1.03, 0.93, 0.84, 0.75, 0.67, 0.59, 0.51, 0.44, 0.36, 0.29, 0.22, 0.16, 0.09, 0.03], [1.93, 1.77, 1.62, 1.49, 1.37, 1.26, 1.16, 1.07, 0.97, 0.88, 0.8 , 0.72, 0.64, 0.56, 0.49, 0.41, 0.34, 0.28, 0.21, 0.15], [2.02, 1.85, 1.71, 1.58, 1.46, 1.35, 1.25, 1.15, 1.06, 0.97, 0.88, 0.8 , 0.71, 0.64, 0.56, 0.49, 0.42, 0.35, 0.28, 0.21], [2.07, 1.91, 1.76, 1.63, 1.51, 1.4 , 1.3 , 1.2 , 1.1 , 1.01, 0.92, 0.84, 0.75, 0.67, 0.6 , 0.52, 0.45, 0.38, 0.31, 0.24], [2.13, 1.97, 1.82, 1.69, 1.57, 1.46, 1.35, 1.25, 1.16, 1.06, 0.97, 0.89, 0.8 , 0.72, 0.64, 0.56, 0.49, 0.42, 0.35, 0.28], [2.25, 2.08, 1.93, 1.8 , 1.68, 1.57, 1.46, 1.36, 1.26, 1.17, 1.08, 0.99, 0.9 , 0.82, 0.74, 0.66, 0.58, 0.51, 0.44, 0.37], [2.38, 2.21, 2.06, 1.93, 1.81, 1.7 , 1.59, 1.49, 1.39, 1.29, 1.2 , 1.11, 1.02, 0.94, 0.85, 0.77, 0.7 , 0.62, 0.55, 0.48], [2.53, 2.36, 2.21, 2.08, 1.96, 1.84, 1.73, 1.63, 1.53, 1.43, 1.34, 1.25, 1.16, 1.07, 0.99, 0.9 , 0.82, 0.75, 0.67, 0.6 ], [2.69, 2.52, 2.37, 2.24, 2.12, 2. , 1.89, 1.79, 1.69, 1.59, 1.5 , 1.4 , 1.31, 1.22, 1.13, 1.05, 0.97, 0.89, 0.81, 0.74], [2.88, 2.71, 2.56, 2.42, 2.3 , 2.18, 2.08, 1.97, 1.87, 1.77, 1.67, 1.58, 1.48, 1.39, 1.3 , 1.22, 1.13, 1.05, 0.97, 0.9 ], [3.09, 2.92, 2.77, 2.63, 2.51, 2.39, 2.28, 2.18, 2.07, 1.97, 1.87, 1.78, 1.68, 1.59, 1.5 , 1.41, 1.32, 1.24, 1.16, 1.08], [3.33, 3.16, 3.01, 2.87, 2.75, 2.63, 2.52, 2.41, 2.31, 2.2 , 2.11, 2.01, 1.91, 1.82, 1.72, 1.63, 1.54, 1.46, 1.37, 1.29], [3.61, 3.44, 3.29, 3.15, 3.02, 2.91, 2.79, 2.68, 2.58, 2.47, 2.37, 2.27, 2.17, 2.08, 1.98, 1.89, 1.8 , 1.71, 1.62, 1.54], [3.95, 3.77, 3.62, 3.48, 3.35, 3.22, 3.11, 3. , 2.89, 2.78, 2.67, 2.57, 2.47, 2.37, 2.27, 2.17, 2.08, 1.99, 1.9 , 1.81]])¶

SA05_TBL
= array([[1.44, 1.23, 1.03, 0.87, 0.72, 0.58, 0.46, 0.35, 0.25, 0.16, 0.07, 0.01, 0.09, 0.16, 0.23, 0.3 , 0.37, 0.44, 0.5 , 0.57], [1.54, 1.33, 1.14, 0.97, 0.82, 0.69, 0.57, 0.46, 0.36, 0.27, 0.18, 0.1 , 0.02, 0.06, 0.13, 0.2 , 0.27, 0.34, 0.4 , 0.46], [1.64, 1.43, 1.24, 1.07, 0.92, 0.79, 0.67, 0.57, 0.47, 0.37, 0.29, 0.2 , 0.12, 0.05, 0.03, 0.1 , 0.16, 0.23, 0.3 , 0.36], [1.74, 1.53, 1.35, 1.18, 1.03, 0.9 , 0.78, 0.67, 0.57, 0.48, 0.39, 0.31, 0.23, 0.15, 0.08, 0.01, 0.06, 0.13, 0.19, 0.26], [1.85, 1.64, 1.46, 1.29, 1.14, 1.01, 0.89, 0.79, 0.69, 0.59, 0.5 , 0.42, 0.34, 0.26, 0.19, 0.12, 0.05, 0.02, 0.09, 0.15], [1.96, 1.75, 1.57, 1.4 , 1.25, 1.12, 1.01, 0.9 , 0.8 , 0.7 , 0.62, 0.53, 0.45, 0.37, 0.3 , 0.23, 0.16, 0.09, 0.02, 0.04], [2.08, 1.87, 1.68, 1.52, 1.37, 1.24, 1.12, 1.02, 0.91, 0.82, 0.73, 0.65, 0.56, 0.49, 0.41, 0.34, 0.27, 0.2 , 0.13, 0.07], [2.2 , 1.99, 1.81, 1.64, 1.49, 1.36, 1.24, 1.14, 1.03, 0.94, 0.85, 0.76, 0.68, 0.6 , 0.53, 0.45, 0.38, 0.31, 0.24, 0.18], [2.33, 2.12, 1.93, 1.77, 1.62, 1.49, 1.37, 1.26, 1.16, 1.06, 0.97, 0.89, 0.8 , 0.72, 0.64, 0.57, 0.5 , 0.43, 0.36, 0.29], [2.41, 2.2 , 2.01, 1.84, 1.7 , 1.56, 1.45, 1.34, 1.23, 1.14, 1.04, 0.96, 0.87, 0.79, 0.71, 0.64, 0.56, 0.49, 0.42, 0.36], [2.45, 2.24, 2.05, 1.88, 1.73, 1.6 , 1.48, 1.37, 1.27, 1.17, 1.08, 0.99, 0.9 , 0.82, 0.74, 0.66, 0.59, 0.52, 0.45, 0.38], [2.49, 2.28, 2.1 , 1.93, 1.78, 1.65, 1.53, 1.42, 1.31, 1.21, 1.12, 1.03, 0.94, 0.86, 0.78, 0.7 , 0.62, 0.55, 0.48, 0.41], [2.59, 2.38, 2.19, 2.03, 1.88, 1.74, 1.62, 1.51, 1.41, 1.31, 1.21, 1.12, 1.03, 0.94, 0.86, 0.78, 0.7 , 0.63, 0.56, 0.49], [2.71, 2.5 , 2.31, 2.14, 1.99, 1.86, 1.74, 1.62, 1.52, 1.42, 1.32, 1.23, 1.14, 1.05, 0.96, 0.88, 0.8 , 0.73, 0.65, 0.58], [2.84, 2.63, 2.44, 2.27, 2.12, 1.98, 1.86, 1.75, 1.64, 1.54, 1.44, 1.34, 1.25, 1.16, 1.08, 0.99, 0.91, 0.83, 0.76, 0.68], [2.98, 2.77, 2.58, 2.41, 2.26, 2.12, 2. , 1.88, 1.77, 1.67, 1.57, 1.48, 1.38, 1.29, 1.2 , 1.12, 1.04, 0.96, 0.88, 0.8 ], [3.14, 2.92, 2.73, 2.56, 2.41, 2.27, 2.15, 2.04, 1.93, 1.82, 1.72, 1.63, 1.53, 1.44, 1.35, 1.26, 1.18, 1.09, 1.01, 0.94], [3.32, 3.1 , 2.91, 2.74, 2.59, 2.45, 2.32, 2.21, 2.1 , 1.99, 1.89, 1.79, 1.7 , 1.6 , 1.51, 1.42, 1.34, 1.25, 1.17, 1.09], [3.52, 3.3 , 3.11, 2.94, 2.78, 2.65, 2.52, 2.4 , 2.29, 2.19, 2.08, 1.98, 1.89, 1.79, 1.7 , 1.61, 1.52, 1.43, 1.35, 1.26], [3.75, 3.53, 3.34, 3.17, 3.01, 2.87, 2.75, 2.63, 2.52, 2.41, 2.31, 2.2 , 2.11, 2.01, 1.91, 1.82, 1.73, 1.64, 1.55, 1.47], [4.02, 3.8 , 3.6 , 3.43, 3.27, 3.13, 3.01, 2.89, 2.77, 2.67, 2.56, 2.46, 2.36, 2.26, 2.16, 2.07, 1.97, 1.88, 1.79, 1.7 ]])¶

SA1_TBL
= array([[2.22, 1.98, 1.75, 1.52, 1.31, 1.12, 0.95, 0.8 , 0.66, 0.54, 0.43, 0.33, 0.24, 0.15, 0.07, 0.01, 0.08, 0.16, 0.23, 0.29], [2.32, 2.08, 1.85, 1.62, 1.41, 1.22, 1.05, 0.9 , 0.77, 0.64, 0.54, 0.43, 0.34, 0.25, 0.17, 0.09, 0.02, 0.05, 0.12, 0.19], [2.43, 2.18, 1.95, 1.72, 1.51, 1.32, 1.15, 1. , 0.87, 0.75, 0.64, 0.54, 0.45, 0.36, 0.28, 0.2 , 0.12, 0.05, 0.02, 0.09], [2.53, 2.29, 2.05, 1.82, 1.61, 1.42, 1.25, 1.11, 0.97, 0.85, 0.74, 0.64, 0.55, 0.46, 0.38, 0.3 , 0.23, 0.15, 0.08, 0.01], [2.63, 2.39, 2.15, 1.92, 1.71, 1.53, 1.36, 1.21, 1.08, 0.96, 0.85, 0.75, 0.66, 0.57, 0.49, 0.41, 0.33, 0.26, 0.19, 0.12], [2.74, 2.49, 2.25, 2.03, 1.82, 1.63, 1.46, 1.32, 1.18, 1.06, 0.96, 0.86, 0.76, 0.68, 0.59, 0.51, 0.44, 0.36, 0.29, 0.22], [2.84, 2.6 , 2.36, 2.13, 1.92, 1.74, 1.57, 1.42, 1.29, 1.17, 1.07, 0.97, 0.87, 0.78, 0.7 , 0.62, 0.54, 0.47, 0.4 , 0.33], [2.95, 2.7 , 2.47, 2.24, 2.03, 1.85, 1.68, 1.53, 1.4 , 1.29, 1.18, 1.08, 0.98, 0.9 , 0.81, 0.73, 0.65, 0.58, 0.51, 0.44], [3.07, 2.82, 2.58, 2.35, 2.15, 1.96, 1.8 , 1.65, 1.52, 1.4 , 1.29, 1.19, 1.1 , 1.01, 0.92, 0.84, 0.77, 0.69, 0.62, 0.55], [3.14, 2.88, 2.64, 2.42, 2.21, 2.02, 1.86, 1.71, 1.58, 1.46, 1.36, 1.26, 1.16, 1.07, 0.99, 0.9 , 0.83, 0.75, 0.68, 0.61], [3.16, 2.91, 2.67, 2.44, 2.24, 2.05, 1.88, 1.74, 1.61, 1.49, 1.38, 1.28, 1.18, 1.09, 1.01, 0.92, 0.84, 0.77, 0.69, 0.62], [3.2 , 2.94, 2.7 , 2.47, 2.27, 2.08, 1.91, 1.77, 1.63, 1.52, 1.41, 1.31, 1.21, 1.12, 1.03, 0.95, 0.87, 0.79, 0.71, 0.64], [3.28, 3.03, 2.78, 2.55, 2.35, 2.16, 1.99, 1.84, 1.71, 1.59, 1.48, 1.38, 1.29, 1.19, 1.1 , 1.02, 0.94, 0.86, 0.78, 0.71], [3.38, 3.12, 2.88, 2.65, 2.44, 2.25, 2.09, 1.94, 1.81, 1.69, 1.58, 1.47, 1.37, 1.28, 1.19, 1.11, 1.02, 0.94, 0.87, 0.79], [3.49, 3.23, 2.98, 2.75, 2.55, 2.36, 2.19, 2.04, 1.91, 1.79, 1.68, 1.57, 1.47, 1.38, 1.29, 1.2 , 1.12, 1.03, 0.96, 0.88], [3.61, 3.35, 3.1 , 2.87, 2.66, 2.47, 2.3 , 2.15, 2.02, 1.9 , 1.79, 1.68, 1.58, 1.49, 1.39, 1.3 , 1.22, 1.14, 1.05, 0.98], [3.74, 3.48, 3.23, 3. , 2.79, 2.6 , 2.43, 2.28, 2.14, 2.02, 1.91, 1.8 , 1.7 , 1.6 , 1.51, 1.42, 1.33, 1.25, 1.16, 1.09], [3.88, 3.62, 3.37, 3.14, 2.93, 2.74, 2.57, 2.41, 2.28, 2.16, 2.04, 1.94, 1.83, 1.74, 1.64, 1.55, 1.46, 1.37, 1.29, 1.21], [4.04, 3.78, 3.53, 3.3 , 3.08, 2.89, 2.72, 2.57, 2.43, 2.31, 2.2 , 2.09, 1.98, 1.88, 1.79, 1.69, 1.6 , 1.51, 1.43, 1.35], [4.22, 3.96, 3.71, 3.47, 3.26, 3.07, 2.9 , 2.74, 2.61, 2.48, 2.37, 2.26, 2.15, 2.05, 1.96, 1.86, 1.77, 1.68, 1.59, 1.5 ], [4.43, 4.16, 3.91, 3.68, 3.46, 3.27, 3.1 , 2.94, 2.81, 2.68, 2.56, 2.45, 2.35, 2.25, 2.15, 2.05, 1.95, 1.86, 1.77, 1.69]])¶

SA2_TBL
= array([[2.87, 2.66, 2.45, 2.24, 2.03, 1.81, 1.6 , 1.39, 1.2 , 1.02, 0.87, 0.73, 0.61, 0.5 , 0.4 , 0.3 , 0.21, 0.13, 0.05, 0.02], [3. , 2.78, 2.57, 2.36, 2.14, 1.92, 1.7 , 1.49, 1.3 , 1.12, 0.97, 0.83, 0.71, 0.6 , 0.5 , 0.4 , 0.32, 0.23, 0.16, 0.08], [3.14, 2.91, 2.69, 2.47, 2.24, 2.02, 1.8 , 1.59, 1.4 , 1.22, 1.07, 0.93, 0.81, 0.7 , 0.6 , 0.51, 0.42, 0.34, 0.26, 0.18], [3.27, 3.04, 2.81, 2.58, 2.35, 2.12, 1.9 , 1.69, 1.5 , 1.32, 1.17, 1.04, 0.91, 0.8 , 0.7 , 0.61, 0.52, 0.44, 0.36, 0.28], [3.4 , 3.16, 2.92, 2.69, 2.45, 2.22, 2. , 1.79, 1.6 , 1.43, 1.27, 1.14, 1.02, 0.91, 0.81, 0.71, 0.62, 0.54, 0.46, 0.39], [3.52, 3.28, 3.03, 2.79, 2.55, 2.32, 2.1 , 1.89, 1.7 , 1.53, 1.38, 1.24, 1.12, 1.01, 0.91, 0.82, 0.73, 0.65, 0.57, 0.49], [3.64, 3.39, 3.14, 2.9 , 2.66, 2.42, 2.2 , 1.99, 1.8 , 1.63, 1.48, 1.35, 1.22, 1.12, 1.02, 0.92, 0.83, 0.75, 0.67, 0.6 ], [3.76, 3.5 , 3.25, 3. , 2.76, 2.52, 2.3 , 2.09, 1.9 , 1.73, 1.58, 1.45, 1.33, 1.22, 1.12, 1.03, 0.94, 0.86, 0.78, 0.7 ], [3.87, 3.61, 3.36, 3.11, 2.86, 2.63, 2.4 , 2.19, 2.01, 1.84, 1.69, 1.56, 1.44, 1.33, 1.23, 1.14, 1.05, 0.96, 0.89, 0.81], [3.93, 3.67, 3.42, 3.16, 2.92, 2.68, 2.45, 2.25, 2.06, 1.89, 1.75, 1.61, 1.49, 1.39, 1.29, 1.19, 1.1 , 1.02, 0.94, 0.86], [3.95, 3.69, 3.43, 3.18, 2.93, 2.69, 2.47, 2.26, 2.07, 1.9 , 1.76, 1.63, 1.51, 1.4 , 1.3 , 1.2 , 1.12, 1.03, 0.95, 0.87], [3.97, 3.71, 3.45, 3.2 , 2.95, 2.71, 2.48, 2.27, 2.09, 1.92, 1.77, 1.64, 1.52, 1.42, 1.32, 1.22, 1.13, 1.05, 0.97, 0.89], [4.05, 3.78, 3.52, 3.26, 3.01, 2.77, 2.55, 2.34, 2.15, 1.99, 1.84, 1.71, 1.59, 1.48, 1.38, 1.28, 1.19, 1.11, 1.03, 0.95], [4.14, 3.87, 3.6 , 3.34, 3.09, 2.85, 2.62, 2.42, 2.23, 2.06, 1.91, 1.78, 1.66, 1.56, 1.45, 1.36, 1.27, 1.18, 1.1 , 1.02], [4.23, 3.96, 3.69, 3.43, 3.18, 2.94, 2.71, 2.5 , 2.31, 2.15, 2. , 1.87, 1.75, 1.64, 1.54, 1.44, 1.35, 1.26, 1.18, 1.1 ], [4.34, 4.06, 3.79, 3.53, 3.27, 3.03, 2.8 , 2.59, 2.4 , 2.24, 2.09, 1.96, 1.84, 1.73, 1.62, 1.53, 1.44, 1.35, 1.26, 1.18], [4.45, 4.18, 3.9 , 3.64, 3.38, 3.13, 2.9 , 2.69, 2.51, 2.34, 2.19, 2.06, 1.94, 1.83, 1.72, 1.62, 1.53, 1.44, 1.35, 1.27], [4.58, 4.3 , 4.02, 3.75, 3.49, 3.25, 3.02, 2.81, 2.62, 2.45, 2.3 , 2.17, 2.04, 1.93, 1.83, 1.73, 1.63, 1.54, 1.46, 1.37], [4.71, 4.43, 4.15, 3.88, 3.62, 3.37, 3.14, 2.93, 2.74, 2.57, 2.42, 2.29, 2.17, 2.05, 1.95, 1.85, 1.75, 1.66, 1.57, 1.48], [4.86, 4.58, 4.3 , 4.03, 3.76, 3.51, 3.28, 3.07, 2.88, 2.71, 2.56, 2.42, 2.3 , 2.19, 2.08, 1.98, 1.88, 1.79, 1.7 , 1.61], [5.03, 4.74, 4.46, 4.19, 3.92, 3.67, 3.44, 3.23, 3.03, 2.86, 2.71, 2.58, 2.45, 2.34, 2.23, 2.13, 2.03, 1.93, 1.84, 1.75]])¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.Raises: ValueError – if imt is instance of openquake.hazardlib.imt.SA
with unsupported period.


class
openquake.hazardlib.gsim.frankel_1996.
FrankelEtAl1996MblgJ1996NSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.frankel_1996.FrankelEtAl1996MblgAB1987NSHMP2008
Extend
FrankelEtAl1996MblgAB1987NSHMP2008
but uses Johnston 1996 equation for converting from Mblg to Mw.

class
openquake.hazardlib.gsim.frankel_1996.
FrankelEtAl1996MwNSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.frankel_1996.FrankelEtAl1996MblgAB1987NSHMP2008
Extend
FrankelEtAl1996MblgAB1987NSHMP2008
but assumes magnitude to be in Mw scale and therefore no conversion is applied.
fukushima_tanaka_1990¶
Module exports :class:’FukushimaTanaka1990’ and :class: ‘FukushimaTanakaSite1990’

class
openquake.hazardlib.gsim.fukushima_tanaka_1990.
FukushimaTanaka1990
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the PGA GMPE of Fukushima and Tanaka (1990) Fukushima, Y. and Tanaka, T. (1990) A New Attenuation Relation for Peak Horizontal Acceleration of Strong Earthquake Ground Motion in Japan. Bulletin of the Seismological Society of America, 80(4), 757  783

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the average horizontal component
openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL
,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ The GMPE is derived from shallow earthquakes in California and Japan

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rupture distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ Required site parameters. The GMPE was developed for an ‘’average’’ site conditions. The authors specify that for rock sites the values should be lowered by 40 % and for soil site they should be raised by 40 %. For greatest consistencty the site condition is neglected currently but a sitedependent GMPE may be implemented inside a subclass.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.fukushima_tanaka_1990.
FukushimaTanakaSite1990
[source]¶ Bases:
openquake.hazardlib.gsim.fukushima_tanaka_1990.FukushimaTanaka1990
Implements the Fukushima and Tanaka (1990) model correcting for site class. The authors specify that the ground motions should be raised by 40 % on soft soil sites and reduced by 40 % on rock sites. The specific site classification is not known, so it is assumed that in this context “average” site conditions refer to NEHRP C, rock conditions to NEHRP A and B, and soft soil conditions to NEHRP D and E

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Input sites as vs30 although only three classes considered

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

garcia_2005¶
Module exports :class:’GarciaEtAl2005SSlab’, :class:’GarciaEtAl2005SSlabVert’

class
openquake.hazardlib.gsim.garcia_2005.
GarciaEtAl2005SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Garcia, D., Singh, S. K., Harraiz, M, Ordaz, M., and Pacheco, J. F. and published in BSSA as:
“Inslab earthquakes of Central Mexico: Peak groundmotion parameters and response spectra”, vol. 95, No. 6, pp. 22722282.”
The original formulation predict peak ground acceleration (PGA), in cm/s*s, peak ground velocity PGV (cm/s) and 5% damped pseudoacceleration response spectra (PSA) in cm/s*s for the geometric average of the maximum component of the two horizontal component of ground motion (see last paragraph of Summary in pag. 2272
The GMPE predicted values for Mexican inslab events and NEHRP B site condition

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Equation coefficients for geometric average of the maximum of the two horizontal components, as described in Table 2 on pp. 2275, but generated from a Fortran implementation code provided by Daniel Garcia (higher precision than in the paper). The original IMT values are defined as frequencies values.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric average of
openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL
, see Data processing in page 2274.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.PGV'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration. See Table 2 in page 1865

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total See Tables 2 and 3, page 2275.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶ Supported tectonic region type is subduction intraslab, given that the equations have been derived using Mexican inslab events

REQUIRES_DISTANCES
= set(['rhypo', 'rrup'])¶ Required distance measure is Rrup (closest distance to fault surface for the larger events, Mw > 6.5) or Rhypo (hypocentral distance for the rest (both in kilometers) as explained in page 2274

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'mag'])¶ Required rupture parameters are magnitude and focal depth See equation (1) in pag 2274

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ No site parameters required All data from 51 hard (NEHRP B) sites.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.garcia_2005.
GarciaEtAl2005SSlabVert
[source]¶ Bases:
openquake.hazardlib.gsim.garcia_2005.GarciaEtAl2005SSlab
Extend
GarciaEtAl2005SSlab
Implements GMPE developed by Garcia, D., Singh, S. K., Harraiz, M, Ordaz, M., and Pacheco, J. F. and published in BSSA as:
“Inslab earthquakes of Central Mexico: Peak groundmotion parameters and r esponse spectra”, vol. 95, No. 6, pp. 22722282.”
The original formulation predict peak ground acceleration (PGA), in cm/s*s, peak ground velocity PGV (cm/s) and 5% damped pseudoacceleration response spectra (PSA) in cm/s*s for the vertical component of ground motion (see last paragraph of Summary in pag. 2272
The GMPE predicted values for Mexican inslab events and NEHRP B site

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Equation coefficients for Vertical Component, as described in Table 3 on pp 2275. The original imt values are defined as frequencies values

geomatrix_1993¶
Module exports Geomatrix1993SSlabNSHMP2008
.

class
openquake.hazardlib.gsim.geomatrix_1993.
Geomatrix1993SSlabNSHMP2008
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE for subduction intraslab events developed by Geomatrix Consultants, Inc., 1993, “Seismic margin earthquake for the Trojan site: Final unpublished report prepared for Portland General Electric Trojan Nuclear Plant”, Ranier, Oregon.
This class implements the equation as coded in the subroutine
getGeom
in thehazgridXnga2.f
Fortran code available at: http://earthquake.usgs.gov/hazards/products/conterminous/2008/software/Coefficients are given for the B/C site conditions.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table obtained from coefficient arrays and variables defined in subroutine getGeom in hazgridXnga2.f

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is only total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶ Supported tectonic region type is subduction intraslab

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rrup (closest distance to rupture)

REQUIRES_RUPTURE_PARAMETERS
= set(['ztor', 'mag'])¶ Required rupture parameters are magnitude and top of rupture depth

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameters required

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

ghofrani_atkinson_2014¶
 Module exports
GhofraniAtkinson2014
, GhofraniAtkinson2014Cascadia
,GhofraniAtkinson2014Lower
,GhofraniAtkinson2014Upper
,GhofraniAtkinson2014CascadiaLower
,GhofraniAtkinson2014CascadiaUpper

class
openquake.hazardlib.gsim.ghofrani_atkinson_2014.
GhofraniAtkinson2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the Subduction Interface GMPE of Ghofrani & Atkinson (2014) for large magnitude earthquakes, based on the Tohoku records. Ghofrani, H. and Atkinson, G. M. (2014) Ground Motion Prediction Equations for Interface Earthquakes of M7 to M9 based on Empirical Data from Japan. Bulletin of Earthquake Engineering, 12, 549  571

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is assumed to be geometric mean

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are peak ground acceleration, peak ground velocity and spectral acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Intra event', 'Inter event', 'Total'])¶ Supported standard deviation types is total.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ The GMPE is derived for subduction interface earthquakes in Japan

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rupture distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set(['backarc', 'vs30'])¶ The GMPE provides a Vs30dependent site scaling term and a forearc/ backarc attenuation term

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.ghofrani_atkinson_2014.
GhofraniAtkinson2014Cascadia
[source]¶ Bases:
openquake.hazardlib.gsim.ghofrani_atkinson_2014.GhofraniAtkinson2014
Implements the Subduction Interface GMPE of Ghofrani & Atkinson (2014) adapted for application to Cascadia

class
openquake.hazardlib.gsim.ghofrani_atkinson_2014.
GhofraniAtkinson2014CascadiaLower
[source]¶ Bases:
openquake.hazardlib.gsim.ghofrani_atkinson_2014.GhofraniAtkinson2014
Implements the Subduction Interface GMPE of Ghofrani & Atkinson (2014) with the “lower” epistemic uncertainty model and the Cascadia correction term.

class
openquake.hazardlib.gsim.ghofrani_atkinson_2014.
GhofraniAtkinson2014CascadiaUpper
[source]¶ Bases:
openquake.hazardlib.gsim.ghofrani_atkinson_2014.GhofraniAtkinson2014
Implements the Subduction Interface GMPE of Ghofrani & Atkinson (2014) with the “upper” epistemic uncertainty model and the Cascadia correction term.

class
openquake.hazardlib.gsim.ghofrani_atkinson_2014.
GhofraniAtkinson2014Lower
[source]¶ Bases:
openquake.hazardlib.gsim.ghofrani_atkinson_2014.GhofraniAtkinson2014
Implements the Subduction Interface GMPE of Ghofrani & Atkinson (2014) with the “lower” epistemic uncertainty model

class
openquake.hazardlib.gsim.ghofrani_atkinson_2014.
GhofraniAtkinson2014Upper
[source]¶ Bases:
openquake.hazardlib.gsim.ghofrani_atkinson_2014.GhofraniAtkinson2014
Implements the Subduction Interface GMPE of Ghofrani & Atkinson (2014) with the “upper” epistemic uncertainty model
gsim_table¶
Module openquake.hazardlib.gsim.gsim_table
defines the
openquake.hazardlib.gsim.gsim_table.GMPETable
for defining GMPEs
in the form of binary tables, and
openquake.hazardlib.gsim.gsim_table.AmplificationTable
for defining
the corresponding amplification of the IMLs

class
openquake.hazardlib.gsim.gsim_table.
AmplificationTable
(amplification_group, magnitudes, distances)[source]¶ Bases:
object
Class to apply amplification from the GMPE tables.
Attr shape: Shape of the amplification arrays as a tuple of (Number Distances, Number IMTs, Number Magnitudes, Number Amplification Levels) Attr periods: Spectral periods defined in table Attr mean: Amplification factors for the mean ground motion Attr sigma: List of modification factors for the standard deviation of ground motion Attr magnitudes: Magnitude values for the tables Attr distances: Distance values for the tables Attr parameter: Parameter to which the amplification applies. Must be an element inside the _slots_ defines in the openquake.hazardlib. gsim.base.RuptureContext
or theopenquake.hazardlib.gsim.base. SitesContext
Attr values: Array of values to which each amplification table corresponds Attr element: Indicates if the amplification corresponds to a rupture attribute or a site attribute 
get_amplification_factors
(imt, sctx, rctx, dists, stddev_types)[source]¶ Returns the amplification factors for the given rupture and site conditions.
Parameters:  imt – Intensity measure type as an instance of the :class: openquake.hazardlib.imt
 sctx – Site parameters as instance of the :class: openquake.hazardlib.gsim.base.SitesContext
 rctx – Rupture parameters as instance of the :class: openquake.hazardlib.gsim.base.RuptureContext
 dists – Source to site distances (km)
 stddev_types – List of required standard deviation types
Returns:  mean_amp  Amplification factors applied to the median ground
motion
 sigma_amps  List of modification factors applied to the
standard deviations of ground motion


class
openquake.hazardlib.gsim.gsim_table.
GMPETable
(gmpe_table=None)[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements ground motion prediction equations in the form of a table from which the expected ground motion intensity levels and standard deviations are interpolated.
In a GMPE tables the expected ground motions for each of the IMTs over the range of magnitudes and distances are stored in an hdf5 file on the path specified by the user.
In this version of the GMPE the expected values are interpolated to the required IMT, magnitude and distance in three stages.
 Initially the correct IMT values are identified, interpolating in logTlogIML space between neighbouring spectral periods.
 The IML values are then interpolated to the correct magnitude using linearMlogIML space
 The IML values are then interpolated to the correct distance via linearDlinearIML interpolation

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= ''¶

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([])¶

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶

DEFINED_FOR_TECTONIC_REGION_TYPE
= ''¶

GMPE_DIR
= '.'¶

GMPE_TABLE
= None¶

REQUIRES_DISTANCES
= set([])¶

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶

REQUIRES_SITES_PARAMETERS
= set([])¶
gupta_2010¶
Module
openquake.hazardlib.gsim.gupta_2010
exports
Gupta2010SSlab

class
openquake.hazardlib.gsim.gupta_2010.
Gupta2010SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlab
Implements GMPE of Gupta (2010) for IndoBurmese intraslab subduction.
This model is closely related to the model of Atkinson & Boore (2003). In particular the functional form and coefficients
C2
C7
of Gupta (2010) are adopted from Atkinson & Boore (2003). The only substantive changes are a) the horizontal component modeled is different (as noted below) b) a coefficientC8
and a dummy variablev
are added to model vertical motion and c) the coefficientC1
is recalculated based on a database of “a total of 56 threecomponent accelerograms at 37 different sites from three inslab earthquakes along the IndoBurmese subduction zone” (p 370).Equation (2) p. 373 gives the form of the equation which was fitted:
log Y  C2*M  C3*h  C4*R + g log R = C1 + C8*v + sigma
The lefthand side of this equation was computed using event parameters and the coefficients of Atkinson & Boore (2003). The regression coefficients C1 and C8 on the righthand side were slightly smoothed after fitting. Note that since “v=0 for horizontal and 1 for vertical motion”, and since the current implementation only models horizontal motion, we can subclass directly from
openquake.hazardlib.gsim.atkinson_boore_2003.AtkinsonBoore2003SSlab
, modifying only the metadata constants and regression coefficients.Page number citations in this documentation refer to Gupta (2010).
References
Gupta, I. (2010). Response spectral attenuation relations for inslab earthquakes in IndoBurmese subduction zone. Soil Dyn. Earthq. Eng., 30(5):368–377.
Atkinson, G. M. and Boore, D. M. (2003). Empirical groundmotion relations for subductionzone earthquakes and their application to Cascadia and other regions. Bull. Seism. Soc. Am., 93(4):1703–1729.

COEFFS_SSLAB
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 3, p. 884. The row for 0.02 was relabeled PGA since the paper indicates this is what it actually is (see p. 371) and since these were the coefficients for PGA in Atkinson & Boore (2003).

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Median horizontal'¶ Unlike Atkinson & Boore (2003), “rather than the random horizontal component, the geometric mean of both the horizontal components has been used in the modified attenuation relations.” (p. 376)

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ “The actual peak ground acceleration (PGA) from the corrected time histories are taken as the response spectral amplitudes at a period of 0.02 s (50 Hz frequency).” p. 371. Based on this comment, the coefficients labeled as being for 0.02 s have been relabeld as PGA.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Since the database is small only the total standard deviation is reported.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶ As stated in the title.

non_verified
= True¶ Mean value data obtained from author matched well at 1 s and below but not at longer periods. As a temporary measure the reference test result has been generated from the current implementation.

hong_goda_2007¶
module exports HongGoda2007RotD100
.

class
openquake.hazardlib.gsim.hong_goda_2007.
HongGoda2007
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed for RotD100 ground motion as defined by Hong, H. P. and Goda, K. (2007), “OrientationDependent Ground Motion Measure for Seismic Hazard Assessment”, Bull. Seism. Soc. Am. 97(5), 1525  1538
This is really an experimental GMPE in which the amplification term is taken directly from Atkinson & Boore (2006) rather than constrained by the records themselves. There may exist a possible units issue as the amplification function for AB2006 is in cm/s/s whereas the GMPE here is given in g

AMP_COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'v1': 180.0, 'v2': 300.0, 'Vref': 760.0}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Horizontal Maximum Direction (RotD100)'¶ The supported intensity measure component is RotD100

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ The supported intensity measure types are PGA, PGV, and SA

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ The supported standard deviations are total, inter and intra event, see table 4.a, pages 2223

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ The supported tectonic region type is active shallow crust

REQUIRES_DISTANCES
= set(['rjb'])¶ The required distance parameter is ‘JoynerBoore’ distance

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ The required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ The required site parameter is vs30, see equation 1, page 20.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.Implements equation 14 of Hong & Goda (2007)

non_verified
= True¶ GMPE not tested against independent implementation

idriss_2014¶
Module exports Idriss2014
,

class
openquake.hazardlib.gsim.idriss_2014.
Idriss2014
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Idriss 2014 and published as “An NGAWest2 Empirical Model for Estimating the Horizontal Spectral Values Generated by Shallow Crustal Earthquakes. (2014, Earthquake Spectra, Volume 30, No. 3, pages 1155  1177).
Idriss (2014) defines the GMPE only for the case in which Vs30 >= 450 m/s. In the present implementation no check is made for the use of this model for sites with Vs30 < 450 m/s

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (RotD50)'¶ Supported intensity measure component is orientationindependent measure
RotD50

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types are total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is Rrup

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude, and rake.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameters is Vs30

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

kale_2015¶
 Module exports
KaleEtAl2015Turkey
KaleEtAl2015Iran
.

class
openquake.hazardlib.gsim.kale_2015.
KaleEtAl2015Iran
[source]¶ Bases:
openquake.hazardlib.gsim.kale_2015.KaleEtAl2015Turkey
Implements GMPE developed by O. Kale, S. Akkar, A. Ansari and H. Hamzehloo as published in “A groundmotion predictive model for Iran and Turkey for horizontal PGA, PGV and 5%damped response spectrum: Investigation of possible regional effects”, Bulletin of the Seismological Society of America (2015), 105(2A): 963  980. The class implements the equations for JoynerBoore distance and based on manuscript provided by the original authors.
Version calibrated for the Iran case

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'c': 2.5, 'c1': 7.0, 'Vref': 750.0, 'Vcon': 1000.0, 'n': 3.2}¶ equation constants (that are IMT independent)


class
openquake.hazardlib.gsim.kale_2015.
KaleEtAl2015Turkey
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by O. Kale, S. Akkar, A. Ansari and H. Hamzehloo as published in “A groundmotion predictive model for Iran and Turkey for horizontal PGA, PGV and 5%damped response spectrum: Investigation of possible regional effects”, Bulletin of the Seismological Society of America (2015), 105(2A): 963  980. The class implements the equations for JoynerBoore distance and based on manuscript provided by the original authors.
Version calibrated for the Turkey case

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables obtained by joining tables 2, 3, 4, 5 and electronic supplementary

CONSTS
= {'c': 2.5, 'c1': 6.75, 'Vref': 750.0, 'Vcon': 1000.0, 'n': 3.2}¶ equation constants (that are IMT independent)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ The supported intensity measure component is ‘geometric mean’, see section ‘Functional Form of the GMPEs and Regression Analyses’, page 970

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ The supported intensity measure types are PGA, PGV, and SA, see table 5, page 973

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ The supported standard deviations are total, inter and intra event, see table 3 and equations 8 & 9, pages 972 and 971

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ The supported tectonic region type is active shallow crust.

REQUIRES_DISTANCES
= set(['rjb'])¶ The required distance parameter is ‘JoynerBoore’ distance, see equation 3, page 970.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ The required rupture parameters are rake and magnitude, see equations 2 and 4, page 970.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ The required site parameter is vs30, see equation 6, page 970.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.Implement equation 1, page 970.

kanno_2006¶
Module
openquake.hazardlib.gsim.kanno_2006
exports
Kanno2006Shallow
Kanno2006Deep

class
openquake.hazardlib.gsim.kanno_2006.
Kanno2006Deep
[source]¶ Bases:
openquake.hazardlib.gsim.kanno_2006.Kanno2006Shallow
Implements GMPE of Kanno et al. (2006) for deep events based on data predominantly from Japan.
Deep events are defined as having “(focal depth of more than 30 km)” (p. 895).

COEFFS_BASE
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients obtained from author via personal communcation with slightly more precision than Table 4, p. 884.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶ Although “only a slight difference can be seen between [shallow] crustal and subduction interface earthquakes ... the focal depth of the two types of events is comparatively shallower than that of slab events.” (p. 881)


class
openquake.hazardlib.gsim.kanno_2006.
Kanno2006Shallow
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE of Kanno et al. (2006) for shallow events based on data predominantly from Japan.
Note that “both crustal and subduction interface events fall into the category of shallow events” (p. 883) where “shallow” is defined as “focal depth of 30 km or less” (p. 895).
Verification of mean value data was performed against a test vector kindly provided by the lead author.
Reference
Page number citations in this documentation refer to:
Kanno, T., Narita, A., Morikawa, N., Fujiwara, H., and Fukushima, Y. (2006). A new attenuation relation for strong ground motion in Japan based on recorded data. Bull. Seism. Soc. Am. 96(3):879–897.

COEFFS_BASE
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients obtained from author via personal communcation with slightly more precision than Table 3, p. 884.

COEFFS_SITE
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients obtained from author via personal communcation with slightly more precision Table 5, p. 888.

CONSTS
= {'e': 0.5}¶ “coefficient e_1 = 0.5 was selected for all periods in the present study.” (p. 881)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Peak square root of sum of squares of horizontals'¶ “The peak value is the peak square root of the sum of squares of two orthogonal horizontal components in the time domain” (p. 880)

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ “regression coefficients for the base model in equations (5) and (6) for PGA , PGV , and 5% damped response spectral acceleration are given” (p. 883)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Although interevent and intraevent residuals are separately discussed in the context of focal depth and site conditions, only the total standard deviation is tabulated.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ This model is generally considered to be intended for subduction regions, but the authors do not constrain the type of event, only the depth: “both crustal and subduction interface events fall into the category of shallow events.” (p. 883)

REQUIRES_DISTANCES
= set(['rrup'])¶ “The source distance is the closest distance from a fault plane to the observation site and is the hypocentral distance in the case of earthquakes for which the fault model is not available.” (p. 880)

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Sole required rupture parameter is magnitude; faulting style is not addressed.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ “Coefficients p and q were derived by regression analysis on the residuals averaged at intervals of every 100 m/sec in AVS30.” (p. 884)

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for specification of input and result values.Implements the following equations:
Equation (5) on p. 881 predicts ground motion for shallow events (depth <= 30 km):
log(pre) = a*M + b*X  log(X + d*10^(e*M)) + c + epsilon
“where pre is the predicted PGA (cm/sec^2), PGV (cm/sec), or 5% damped response spectral acceleration (cm/sec^2)” (p. 883) and a, b, c and d are tabulated regression coefficients. Note that subscripts on the regression coeffients have been dropped  subscript 1 denoted “shallow” while subscript 2 denoted “deep”  so that the “deep” model of equation (6) can be implemented trivally by changing coefficients and setting d = 0.
Equation (8) on p. 883 gives the model used for site amplitfication:
G = p*log(VS30) + q
Where p and q are tabulated regression coefficients.
Equation (9) on p. 884 for the ground motion at a given site:
log(pre_G) = log(pre) + G
No adjustment of epsilon is made as a function of VS30.
Note finally that “log represents log_10 in the present study” (p. 880).

kotha_2016¶
 Module exports
KothaEtAl2016
, KothaEtAl2016Italy
,KothaEtAl2016Turkey
,KothaEtAl2016Others
,

class
openquake.hazardlib.gsim.kotha_2016.
KothaEtAl2016
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements unregionalised form of the European GMPE of: Kotha, S. R., Bindi, D. and Cotton, F. (2016) “Partially nonergodic region specific GMPE for Europe and the MiddleEast”, Bull. Earthquake Eng. 14: 1245  1263

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'Rref': 1.0, 'Mref': 5.5, 'Mh': 6.75}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are interevent, intraevent and total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ‘active shallow crust’

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb (eq. 1).

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude only (eq. 1).

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.kotha_2016.
KothaEtAl2016Italy
[source]¶ Bases:
openquake.hazardlib.gsim.kotha_2016.KothaEtAl2016
Regional varient of the Kotha et al. (2016) GMPE for the Italy case

class
openquake.hazardlib.gsim.kotha_2016.
KothaEtAl2016Other
[source]¶ Bases:
openquake.hazardlib.gsim.kotha_2016.KothaEtAl2016
Regional varient of the Kotha et al. (2016) GMPE for the “Other” case

class
openquake.hazardlib.gsim.kotha_2016.
KothaEtAl2016Turkey
[source]¶ Bases:
openquake.hazardlib.gsim.kotha_2016.KothaEtAl2016
Regional varient of the Kotha et al. (2016) GMPE for the Turkey case
lin_2009¶
Module exports Lin2009

class
openquake.hazardlib.gsim.lin_2009.
Lin2009
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by PoShen Lin and published as “Groundmotion attenuation relationship and patheffect study using Taiwan Data set” (Ph.D. dissertation of National Central University, Taiwan). This class implements the equations for ‘crustal events’.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for rock sites, see table 3 page 227.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is geometric mean of two horizontal components, see equation 4.1 page 46.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see Table 4.1 in pages 4849.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total, see equation 4.1 page 46.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust.

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is rupture distance, see equation 4.1 page 46.

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake see equation 4.1 page 46.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30 (used to distinguish rock).

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.lin_2009.
Lin2009AdjustedSigma
[source]¶ Bases:
openquake.hazardlib.gsim.lin_2009.Lin2009
Implements the Lin (2009) GMPE with the total sigma adjusted according to the values in Cheng et al. (2013): C. T. Cheng, P. S. Hsieh, P. S. Lin, Y. T. Yen, C. H. Chan (2013) Probability Seismic Hazard Mapping of Taiwan

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for rock sites, see table 3 page 227.

lin_lee_2008¶
Module exports LinLee2008SInter
, class:LinLee2008SSlab

class
openquake.hazardlib.gsim.lin_lee_2008.
LinLee2008SInter
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by PoShen Lin and ChyiTyi Lee and published as “GroundMotion Attenuation Relationships for SubductionZone Earthquakes in Northeastern Taiwan” (Bulletin of the Seismological Society of America, Volume 98, Number 1, pages 220240, 2008). This class implements the equations for ‘Subduction Interface’ (that’s why the class name ends with ‘SInter’).

COEFFS_ROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for rock sites, see table 3 page 227.

COEFFS_SOIL
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for soil sites, see table 4 page 228.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is geometric mean of two horizontal components, see equation 10 page 226.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see tables 3 and 4, pages 227 and 228.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total, see equation 10 page 226.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ Supported tectonic region type is subduction interface.

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance, see equation 10 page 226.

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'mag'])¶ Required rupture parameters are magnitude, and focal depth, see equation 10 page 226.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30 (used to distinguish rock and deep soil).

ROCK_VS30
= 360¶ Vs30 threshold value between rock sites (B, C) and soil sites (C, D).

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.lin_lee_2008.
LinLee2008SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.lin_lee_2008.LinLee2008SInter
Implements GMPE developed by PoShen Lin and ChyiTyi Lee and published as “GroundMotion Attenuation Relationships for SubductionZone Earthquakes in Northeastern Taiwan” (Bulletin of the Seismological Society of America, Volume 98, Number 1, pages 220240, 2008). This class implements the equations for ‘Subduction IntraSlab’ (that’s why the class name ends with ‘SSlab’).

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶ Supported tectonic region type is Subduction IntraSlab

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

mcverry_2006¶
Module exports McVerry2006Asc
, McVerry2006SInter
,
McVerry2006SSlab
, and McVerry2006Volc
..

class
openquake.hazardlib.gsim.mcverry_2006.
McVerry2006Asc
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by G. McVerry, J. Zhao, N.A. Abrahamson, P. Somerville published as “New Zealand Acceleration Response Spectrum Attenuation Relations for Crustal and Subduction Zone Earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.39, no. 1, p. 158, March 2006.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/39(1)0001.pdf Last accessed 10 September 2014.
This class implements the GMPE for Active Shallow Crust earthquakes (Asc suffix).
The GMPE distinguishes between rock (vs30 >= 760) and stiff soil (360 <= vs30 < 760) and soft soil (vs < 360) which equates to the New Zealand site class A and B (rock) and C,D and E (soil). The rake angle is also taken into account to distinguish between faulting mechanisms. A hangingwall term is noted in the functional form of the model in the paper but is not used at present. Furthermore, a Rvolc (volcanic path distance) is noted in the functional form but this is not implemented in the McVerry2006Asc model, it is implemented in a seperate GMPE McVerry2006Volc where Rvol=Rrup as this is how it is implemented in the NZ Seismic Hazard Model (Stirling 2012)

COEFFS_PRIMED
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table (table 3, page 108)

COEFFS_STD
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for standard deviation calculation (table 4, page 109)

COEFFS_UNPRIMED
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Greater of two horizontal'¶ Supported intensity measure component is the stronger of two horizontal components (see Section 6 paragraph 2, page 21)

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are PGA and SA. PGA is assumed to have same coefficients as SA(0.00)

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total', 'Inter event', 'Intra event'])¶ Supported standard deviation types are Inter, Intra and Total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type for base class is ‘active shallow crust’

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is RRup (paragraphy 3, page 26) which is

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'rake', 'mag'])¶ Required rupture parameters are magnitude, and rake and hypocentral

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ The only site parameter is vs30 used to map to site class to distinguish

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.mcverry_2006.
McVerry2006SInter
[source]¶ Bases:
openquake.hazardlib.gsim.mcverry_2006.McVerry2006Asc
Extend
McVerry2006Asc
for Subduction Interface events (SInter)Implements GMPE developed by G. McVerry, J. Zhao, N.A. Abrahamson, P. Somerville published as “New Zealand Acceleration Response Spectrum Attenuation Relations for Crustal and Subduction Zone Earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.39, no. 1, p. 158, March 2006.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/39(1)0001.pdf Last accessed 10 September 2014.
This class implements the GMPE for Subduction Interface earthquakes (SInter suffix).
The GMPE distinguishes between rock (vs30 >= 760) and deep soil (vs30 < 760) which equation to the New Zealand site class A and B (rock) and C,D and E (soil). The rake angle is also taken into account to distinguish between faulting mechanisms. A hangingwall term is noted in the functional form of the model in the paper but is not used at present.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶


class
openquake.hazardlib.gsim.mcverry_2006.
McVerry2006SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.mcverry_2006.McVerry2006Asc
Extend
McVerry2006Asc
for Subduction Intraslab events (SSlab)Implements GMPE developed by G. McVerry, J. Zhao, N.A. Abrahamson, P. Somerville published as “New Zealand Acceleration Response Spectrum Attenuation Relations for Crustal and Subduction Zone Earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.39, no. 1, p. 158, March 2006.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/39(1)0001.pdf Last accessed 10 September 2014.
This class implements the GMPE for Subduction Intraslab earthquakes (SSlab suffix).
The GMPE distinguishes between rock (vs30 >= 760) and deep soil (vs30 < 760) which equation to the New Zealand site class A and B (rock) and C,D and E (soil). The rake angle is also taken into account to distinguish between faulting mechanisms. A hangingwall term is noted in the functional form of the model in the paper but is not used at present.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction IntraSlab'¶


class
openquake.hazardlib.gsim.mcverry_2006.
McVerry2006Volc
[source]¶ Bases:
openquake.hazardlib.gsim.mcverry_2006.McVerry2006Asc
Extend
McVerry2006Asc
for earthquakes with Volcanic paths (Volc)Implements GMPE developed by G. McVerry, J. Zhao, N.A. Abrahamson, P. Somerville published as “New Zealand Acceleration Response Spectrum Attenuation Relations for Crustal and Subduction Zone Earthquakes”, Bulletin of the New Zealand Society for Earthquake Engineering, v.39, no. 1, p. 158, March 2006.
URL: http://www.nzsee.org.nz/db/Bulletin/Archive/39(1)0001.pdf Last accessed 10 September 2014.
This class implements the GMPE for earthquakes with Volcanic paths
The GMPE distinguishes between rock (vs30 >= 760) and deep soil (vs30 < 760) which equation to the New Zealand site class A and B (rock) and C,D and E (soil). The rake angle is also taken into account to distinguish between faulting mechanisms. A hangingwall term is noted in the functional form of the model in the paper but is not used at present.
rvolc is equal to rrup

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Volcanic'¶

megawati_2003¶
Module exports megawatiEtAl2003
.

class
openquake.hazardlib.gsim.megawati_2003.
MegawatiEtAl2003
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Megawati, Pan and Koketsu and published in 2003 as “Response spectral attenuation relationships for Singapore and the Malay Peninsula due to distant Sumatranfault earthquakes”, Earthquake Engineering & Structural Dynamics Volume 32, pages 2241–2265.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for rock sites, see table 3 page 2257

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is geometric mean of two horizontal components,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground veloacity and peak ground acceleration

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust Sumatra strikeslip fault

REQUIRES_DISTANCES
= set(['rhypo', 'azimuth'])¶ Required distance measure is hypocentral distance, and azimuth

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameter is magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameter required. This GMPE is for very hard rock conditions

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

megawati_pan_2010¶
Module exports megawatipan2010
.

class
openquake.hazardlib.gsim.megawati_pan_2010.
MegawatiPan2010
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Kusnowidjaja Megawati and TsoChien Pan and published as “Groundmotion attenuation relationship for the Sumatran megathrust earthquakes” (2010, Earthquake Engineering & Structural Dynamics Volume 39, Issue 8, pages 827845).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient table for rock sites, see table 3 page 227.

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is geometric mean of two horizontal components,

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground velocity and peak ground acceleration, see table IV pag. 837

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total, see equation IV page 837.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ Supported tectonic region type is subduction interface along the Sumatra subduction zone.

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance, see equation 1 page 834.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude, and focal depth, see equation 10 page 226.

REQUIRES_SITES_PARAMETERS
= set([])¶ Required site parameter is only Vs30 (used to distinguish rock and deep soil). This GMPE is for very hard rock site condition, see the abstract page 827.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

montalva_2016¶
 Module exports
MontalvaEtAl2016SInter
MontalvaEtAl2016SSlab

class
openquake.hazardlib.gsim.montalva_2016.
MontalvaEtAl2016SInter
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2015.AbrahamsonEtAl2015SInter
Adaptation of the Abrahamson et al. (2015) BC Hydro subduction interface GMPE, calibrated to Chilean strong motion data.
GMPE and related coefficients published by: Montalva, G., Bastias, N., RodriguezMarek, A. (2016), ‘Ground Motion Prediction Equation for the Chilean Subduction Zone’. Submitted to Seismological Research Letters

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'theta9': 0.4, 'c': 1.88, 'c4': 10.0, 'C1': 7.8, 'n': 1.18}¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.montalva_2016.
MontalvaEtAl2016SSlab
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2015.AbrahamsonEtAl2015SSlab
Adaptation of the Abrahamson et al. (2015) BC Hydro subduction inslab GMPE, calibrated to Chilean strong motion data

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

nath_2012¶
Module
openquake.hazardlib.gsim.nath_2012
exports
NathEtAl2012Lower
NathEtAl2012Upper

class
openquake.hazardlib.gsim.nath_2012.
NathEtAl2012Lower
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE of Nath et. al (2012) for intraplate margin seismicity in the Shillong Plateau of India at 2545 km deph.
This model is based on stochastic simulation with a mean stress drop of 150 bars.
Verification of mean value data was done by digitizing Figure 11 using http://arohatgi.info/WebPlotDigitizer/app/. Note that this independent verification did not include magnitude dependence or standard deviations.
Reference
Page number citations in this documentation refer to:
Nath, S. K., Thingbaijam, K. K. S., Maiti, S. K., and Nayak, A. (2012). Groundmotion predictions in Shillong region, northeast India. Journal of Seismology, 16(3):475–488.

COEFFS_BEDROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 5, p. 483.

CONSTS
= {'ref_mag': 10.0}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Vertical'¶ In simulations only the vertical component is estimated (see p. 479) and the stochastic dataset is what the GMPE is based on, so this model effectively predicts vertical motions.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.PGV'>])¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ The only sigma is reported in the main coefficient table, Table 5 on p. 483, and must be the total standard deviation.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Subduction Interface'¶ “studies on microearthquakes indicated that reverse faulting is predominant in the region” (p. 476)

REQUIRES_DISTANCES
= set(['rrup'])¶ It is noted that “r_rup is the faultrupture distance in kilometers” following equation (11) on p. 484.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Sole required rupture parameter is magnitude, since faulting style is not addressed.

REQUIRES_SITES_PARAMETERS
= set([])¶ Required site parameter Vs30 is used to determing the NEHRP site class, and thus to choose site amplification coefficients and site amplification stanard error from Table 5 on p. 208.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for specification of input and result values.Implements equation (11) on p. 484:
ln(P) = c1 + c2*M + c3*(10  M)^3 + c4*ln(R + c5*exp(c6*M)


class
openquake.hazardlib.gsim.nath_2012.
NathEtAl2012Upper
[source]¶ Bases:
openquake.hazardlib.gsim.nath_2012.NathEtAl2012Lower
Implements GMPE of Nath et. al (2012) for intraplate margin seismicity in the Shillong Plateau of India above 25 km deph.
This model is based on stochastic simulation with a mean stress drop of 40 bars.

COEFFS_UPPER
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 6, p. 485.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for specification of input and result values.Implements the correction factor for the upper crust, equation (12) on p. 484:
P' = P x Correction_factor

nshmp_2014¶
 Module exports
AbrahamsonEtAl2014NSHMPUpper
AbrahamsonEtAl2014NSHMPLower
BooreEtAl2014NSHMPUpper
BooreEtAl2014NSHMPLower
CampbellBozorgnia2014NSHMPUpper
CampbellBozorgnia2014NSHMPLower
ChiouYoungs2014NSHMPUpper
ChiouYoungs2014NSHMPLower
Idriss2014NSHMPUpper
Idriss2014NSHMPLower

class
openquake.hazardlib.gsim.nshmp_2014.
AbrahamsonEtAl2014NSHMPLower
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2014.AbrahamsonEtAl2014
Implements the negative NSHMP adjustment factor for the Abrahamson et al. (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
AbrahamsonEtAl2014NSHMPMean
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2014.AbrahamsonEtAl2014
Implements the Abrahamson et al (2014) GMPE for application to the weighted mean case

class
openquake.hazardlib.gsim.nshmp_2014.
AbrahamsonEtAl2014NSHMPUpper
[source]¶ Bases:
openquake.hazardlib.gsim.abrahamson_2014.AbrahamsonEtAl2014
Implements the positive NSHMP adjustment factor for the Abrahamson et al. (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
BooreEtAl2014NSHMPLower
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
Implements the negative NSHMP adjustment factor for the Boore et al. (2014) NGA West 2 GMPE

REQUIRES_DISTANCES
= set(['rjb', 'rrup'])¶

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
BooreEtAl2014NSHMPMean
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
Implements the Boore et al (2014) GMPE for application to the weighted mean case

REQUIRES_DISTANCES
= set(['rjb', 'rrup'])¶


class
openquake.hazardlib.gsim.nshmp_2014.
BooreEtAl2014NSHMPUpper
[source]¶ Bases:
openquake.hazardlib.gsim.boore_2014.BooreEtAl2014
Implements the positive NSHMP adjustment factor for the Boore et al. (2014) NGA West 2 GMPE

REQUIRES_DISTANCES
= set(['rjb', 'rrup'])¶

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
CampbellBozorgnia2014NSHMPLower
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014
Implements the negative NSHMP adjustment factor for the Campbell and Bozorgnia (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
CampbellBozorgnia2014NSHMPMean
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014
Implements the Campbell & Bozorgnia (2014) GMPE for application to the weighted mean case

class
openquake.hazardlib.gsim.nshmp_2014.
CampbellBozorgnia2014NSHMPUpper
[source]¶ Bases:
openquake.hazardlib.gsim.campbell_bozorgnia_2014.CampbellBozorgnia2014
Implements the positive NSHMP adjustment factor for the Campbell and Bozorgnia (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
ChiouYoungs2014NSHMPLower
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2014.ChiouYoungs2014
Implements the negative NSHMP adjustment factor for the Chiou & Youngs (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
ChiouYoungs2014NSHMPMean
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2014.ChiouYoungs2014
Implements the Chiou & Youngs (2014) GMPE for application to the weighted mean case

class
openquake.hazardlib.gsim.nshmp_2014.
ChiouYoungs2014NSHMPUpper
[source]¶ Bases:
openquake.hazardlib.gsim.chiou_youngs_2014.ChiouYoungs2014
Implements the positive NSHMP adjustment factor for the Chiou & Youngs (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
Idriss2014NSHMPLower
[source]¶ Bases:
openquake.hazardlib.gsim.idriss_2014.Idriss2014
Implements the negative NSHMP adjustment factor for the Idriss (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.nshmp_2014.
Idriss2014NSHMPMean
[source]¶ Bases:
openquake.hazardlib.gsim.idriss_2014.Idriss2014
Implements the Idriss (2014) GMPE for application to the weighted mean case

class
openquake.hazardlib.gsim.nshmp_2014.
Idriss2014NSHMPUpper
[source]¶ Bases:
openquake.hazardlib.gsim.idriss_2014.Idriss2014
Implements the positive NSHMP adjustment factor for the Idriss (2014) NGA West 2 GMPE

get_mean_and_stddevs
(sctx, rctx, dctx, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


openquake.hazardlib.gsim.nshmp_2014.
get_weighted_poes
(gsim, sctx, rctx, dctx, imt, imls, truncation_level, weighting=[(0.185, 1.0), (0.63, 0.0), (0.185, 1.0)])[source]¶ This function implements the NGA West 2 GMPE epistemic uncertainty adjustment factor without recalculating the actual GMPE each time.
Parameters:  gsim – Instance of the GMPE
 weighting (list) – Weightings as a list of tuples of (weight, number standard deviations of the epistemic uncertainty adjustment)

openquake.hazardlib.gsim.nshmp_2014.
nga_west2_epistemic_adjustment
(magnitude, distance)[source]¶ Applies the “average” adjustment factor for epistemic uncertainty as defined in Table 17 of Petersen et al., (2014):
 R < 10.  10.0 <= R < 30.0  R >= 30.0  M < 6.0  0.37  0.22  0.22 6 <= M <7.0  0.25  0.23  0.23 M >= 7.0  0.40  0.36  0.33
pezeshk_2011¶
 Module exports :class:’PezeshkEtAl2011’,
 :class:’PezeshkEtAl2011NEHRPBC’.

class
openquake.hazardlib.gsim.pezeshk_2011.
PezeshkEtAl2011
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Shahram Pezeshk, Arash Zandieh and Behrooz Tavakoli. Published as “Hybrid Empirical GroundMotion Prediction Equations for Eastern North America Using NGA Models and Updated Seismological Parameters”, 2011, Bulletin of the Seismological Society of America, vol. 101, no. 4, 1859  1870.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Equation coefficients, described in Table 2 on pp. 1865

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (GMRotI50)'¶ Geometric mean determined from the fiftieth percentile values of the geometric means computed for all nonredundant rotation angles and all periods less than the maximum useable period, independent of sensor orientation. See page 1864. :attr:’~openquake.hazardlib.const.IMC.GMRotI50’.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration. See Table 2 in page 1865

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total. See equation 6 and 7, page 1866.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is ‘stable continental region’ equation has been derived from data from Eastern North America (ENA)

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is RRup, explained in page 1864 (eq. 2 page 1861, eq. 5 page 1866).

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude (eq. 4, page 1866).

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameters are needed. The GMPE was developed for hardrock site

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.


class
openquake.hazardlib.gsim.pezeshk_2011.
PezeshkEtAl2011NEHRPBC
[source]¶ Bases:
openquake.hazardlib.gsim.pezeshk_2011.PezeshkEtAl2011
Adaptation of Pezeshk et al. (2011) to amplify the ground motions from the original hard rock (Vs30 2880 m/s) sites to the NEHRP B/C site class using the factors of Atkinson & Boore (2006) (Table 4)

SITE_COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

raghukanth_iyengar_2007¶
Module
openquake.hazardlib.gsim.raghukanth_iyengar_2007
exports
RaghukanthIyengar2007
RaghukanthIyengar2007KoynaWarna
RaghukanthIyengar2007Southern
RaghukanthIyengar2007WesternCentral

class
openquake.hazardlib.gsim.raghukanth_iyengar_2007.
RaghukanthIyengar2007
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE of Raghukanth & Iyengar (2007) for stable continental regions of peninsular India.
This model is intended to be used to predict ground motions in peninsular India, a stable continental region with nonetheless significant seismic hazard (see Section 1 “Introduction”, p. 199 and Section 2 “Seismological model”, p. 200)
Page number citations in this documentation refer to:
Raghukanth, S. and Iyengar, R. (2007). Estimation of seismic spectral acceleration in peninsular India. Journal of Earth System Science, 116(3):199–214.

COEFFS_BEDROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 3, p. 205.

COEFFS_NEHRP
= {'A': <openquake.hazardlib.gsim.base.CoeffsTable object at 0x7f70c788bc50>, 'C': <openquake.hazardlib.gsim.base.CoeffsTable object at 0x7f70c788bdd0>, 'B': <openquake.hazardlib.gsim.base.CoeffsTable object at 0x7f70c788bd50>, 'D': <openquake.hazardlib.gsim.base.CoeffsTable object at 0x7f70c788be10>}¶ Site class coefficients taken from Table 5, p. 208.

CONSTS
= {'ref_mag': 6.0, 'vs_bedrock': 3600.0}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ This is not clear in the paper, but Figure 7 shows the model “compared with the average of the response spectrum of the two horizontal components” of a particular recording.
AVERAGE_HORIZONTAL
, see p. 211.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Although “the coefficients of [equation (1)] are obtained from the simulated database of SA by a twostep stratified regression following Joyner and Boore (1981)” (p. 203), the standard deviations of the intermediate steps are not reported, so only total standard deviation is supported.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is ‘stable continental’ since peninsular India “is similar to many other stable continental regions (SCR) of the world” (p. 200).

NEHRP_VS30_UPPER_BOUNDS
= {'A': inf, 'C': 760.0, 'B': 1500.0, 'E': 180.0, 'D': 360.0}¶

REQUIRES_DISTANCES
= set(['rhypo'])¶ Required distance measure is hypocentral distance, see p. 203.

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Sole required rupture parameter is magnitude, since faulting style is not addressed.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter Vs30 is used to determing the NEHRP site class, and thus to choose site amplification coefficients and site amplification stanard error from Table 5 on p. 208.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for specification of input and result values.Implements the following equations:
Equation (8) on p. 203 for the bedrock ground motion:
ln(y_br) = c1 + c2*(M  6) + c3*(M  6)**2  lnR  c4*R + ln(ε_br)
Equation (9) on p. 207 gives the site amplification factor:
ln(F_s) = a1*y_br + a2 + ln(δ_site)
Equation (10) on p. 207 for the ground motion at a given site:
y_site = y_br*F_s
Equation (11) on p. 207 for total standard error at a given site:
σ{ln(ε_site)} = sqrt(σ{ln(ε_br)}**2 + σ{ln(δ_site)}**2)

get_nehrp_classes
(sites)[source]¶ Site classification threshholds from Section 4 “Site correction coefficients” p. 205. Note that site classes E and F are not supported.

is_bedrock
(sites)[source]¶ A threshhold is not explicitly defined but the intention can be inferred from the statement that “The above results are valid at the bedrock level, with Vs nearly equal to 3.6 km/s.” p. 203

non_verified
= True¶ Verification of mean value data was done by digitizing Figures 3 and 5 using http://arohatgi.info/WebPlotDigitizer/ app/. Maximum error was relatively high, approximately 10%, but could be reduced to approximately 1.5% by making the following changes to what may be typographical errors in the published coefficients. In each case the value sugstituted is interpolated from neighbouring values.
RaghukanthIyengar2007 COEFFS_BEDROCK (Table 3) at 1.200 s:
 change c1 from 0.2904 to 0.1904
RaghukanthIyengar2007 COEFFS_NEHRP_C (Table 5) at 0.750 s:
 change a1 from 0.36 to 0.30
RaghukanthIyengar2007Southern COEFFS_BEDROCK (Table 2(b)) at 2.000 s:
 change c4 from 0.0001 to 0.0010
Note that these would be in addition to the following more obvious correction which was implemented.
RaghukanthIyengar2007Southern COEFFS_BEDROCK (Table 2(b)) at 0.150 s:
 change c1 from .1941 to 2.1941
Note that since test data was dervied from Figures 3 and 5, PGA is not covered.


class
openquake.hazardlib.gsim.raghukanth_iyengar_2007.
RaghukanthIyengar2007KoynaWarna
[source]¶ Bases:
openquake.hazardlib.gsim.raghukanth_iyengar_2007.RaghukanthIyengar2007
Implements GMPE of Raghukanth & Iyengar (2007) for the KoynaWarna region of India.
The KoynaWarna region is defined for the purpose of this GMPE by Figure 2. It is approximately a circle of 2° radius centered on 17°N 75°E.

COEFFS_BEDROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 2(a), p. 202.


class
openquake.hazardlib.gsim.raghukanth_iyengar_2007.
RaghukanthIyengar2007Southern
[source]¶ Bases:
openquake.hazardlib.gsim.raghukanth_iyengar_2007.RaghukanthIyengar2007
Implements GMPE of Raghukanth & Iyengar (2007) for southern India.
Southern India is defined for the purpose of this GMPE by Figure 2, p. 201. It is that part of India which is south of a line from from approximately 22°N 72°E to 17°N 83°E and excluding the KoynaWarna region, approximately a circle of 2° radius centered on 17°N 75°E.
Note that in Table 2(b) coefficient c1 at 0.150 s is inexplicably missing the digit before the decimal point. This was assumed to be “2”.

COEFFS_BEDROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 2(b), p. 203.


class
openquake.hazardlib.gsim.raghukanth_iyengar_2007.
RaghukanthIyengar2007WesternCentral
[source]¶ Bases:
openquake.hazardlib.gsim.raghukanth_iyengar_2007.RaghukanthIyengar2007
Implements GMPE of Raghukanth & Iyengar (2007) for westerncentral India.
Westerncentral India is defined for the purpose of this GMPE by Figure 2, p. 201. It is that part of India which is north of a line from from approximately 22°N 72°E to 17°N 83°E.

COEFFS_BEDROCK
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 2(c), p. 204.

rietbrock_2013¶
 Module exports
RietbrockEtAl2013SelfSimilar
, RietbrockEtAl2013MagDependent

class
openquake.hazardlib.gsim.rietbrock_2013.
RietbrockEtAl2013MagDependent
[source]¶ Bases:
openquake.hazardlib.gsim.rietbrock_2013.RietbrockEtAl2013SelfSimilar
Implements the Rietbrock et al (2013) GMPE for the case in which the stress parameter is magnitudedependent (Table 6, Page 65)

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶


class
openquake.hazardlib.gsim.rietbrock_2013.
RietbrockEtAl2013SelfSimilar
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements the ground motion prediction equation of Rietbrock et al (2013):
Rietbrock, A., Strasser, F., Edwards, B. (2013) A Stochastic Earthquake GroundMotion Prediction Model for the United Kingdom. Bulletin of the Seismological Society of America, 103(1), 57 77
The GMPE is derived for the United Kingdom, a low seismicity region. Consequently ground motions are generated via numerical simulations using a stochastic pointsource model, calibrated with parameters derived from local weakmotion data. This implementation applies to the case when stress drop is considered to be selfsimilar (i.e. independent of magnitude).

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶

CONSTS
= {'r0': 10.0, 'r1': 50.0, 'r2': 100.0}¶

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, peak ground acceleration and peak ground velocity.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Intra event', 'Inter event', 'Total'])¶ Supported standard deviation types are interevent, intraevent and total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is stabe continental crust,

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameter is required

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

sadigh_1997¶
Module exports SadighEtAl1997
.

class
openquake.hazardlib.gsim.sadigh_1997.
SadighEtAl1997
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Sadigh, K., C. Y. Chang, J. A. Egan, F. Makdisi, and R. R. Youngs (1997) and published as “Attenuation relationships for shallow crustal earthquakes based on California strong motion data”, Seismological Research Letters, 68(1), 180189.

COEFFS_ROCK_HIMAG
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients tables for rock sites (table 2), for magnitude values above
NEAR_FIELD_SATURATION_MAG
.

COEFFS_ROCK_LOWMAG
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients tables for rock sites (table 2), for magnitude values of
NEAR_FIELD_SATURATION_MAG
and below. Damping for spectral acceleration here and in other SAtables is 5%, see “introduction” section.

COEFFS_ROCK_STDDERR
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables for standard error on rock sites (table 3).

COEFFS_SOIL
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficient tables for deep soil sites (table 4).

COEFFS_SOIL_IMT_INDEPENDENT
= {'c4lowmag': 2.1863, 'c4himag': 0.3825, 'c1ss': 2.17, 'c2': 1.0, 'c3': 1.7, 'c1r': 1.92, 'c5himag': 0.5882, 'c5lowmag': 0.32}¶ IMTindependent coefficients for deep soil sites (table 4).

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of attr:~openquake.hazardlib.const.IMC.AVERAGE_HORIZONTAL, : see

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration, see page 180.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is only total, see table 3.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust, since data consists of California earthquakes mainly.

NEAR_FIELD_SATURATION_MAG
= 6.5¶ Magnitude value to separate coefficients table because of near field saturation effect is 6.5. See page 184.

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is RRup (eq. 1).

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake (eq. 1).

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter is only Vs30 (used to distinguish rock and deep soil).

ROCK_VS30
= 750¶ If site vs30 is more than 750 m/s – treat the soil as rock. See page 180.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

shahjouei_pezeshk_2016¶
Module exports :class:’ShahjoueiPezeshk2016’.

class
openquake.hazardlib.gsim.shahjouei_pezeshk_2016.
ShahjoueiPezeshk2016
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Alireza Shahjouei and Shahram Pezeshk. Published as “Alternative Hybrid Empirical Ground‐Motion Model for Central and Eastern North America Using Hybrid Simulations and NGA‐West2 Models”, 2016, Bulletin of the Seismological Society of America, vol. 106, no. 2, 734  754.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Equation coefficients, described in Table 2 on pp. 1865

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average Horizontal (RotD50)'¶ An orientationindependent alternative to
AVERAGE_HORIZONTAL
. Defined at Boore et al. (2006, Bull. Seism. Soc. Am. 96, 15021511) and is used for all the NGA GMPEs. See page 742. :attr:’~openquake.hazardlib.const.IMC.RotD50’.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>, <class 'openquake.hazardlib.imt.PGA'>, <class 'openquake.hazardlib.imt.SA'>])¶ Supported intensity measure types are spectral acceleration, and peak ground acceleration. See Table 7 on page 743

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation types is total. See equation 4 and 5, page 744. We use aleatory uncertainty as the total standard deviation since page 745 states, The epistemic uncertainty for an individual GMM is infrequently employed...

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Stable Shallow Crust'¶ Supported tectonic region type is ‘stable continental region’ equation has been derived from data from Eastern North America (ENA)

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is Rjb (eq. 3 page 742).

REQUIRES_RUPTURE_PARAMETERS
= set(['mag'])¶ Required rupture parameters are magnitude (eq. 4, page 742).

REQUIRES_SITES_PARAMETERS
= set([])¶ No site parameters are needed. The GMPE was developed for hardrock site

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for spec of input and result values.

non_verified
= True¶ GMPE not tested against independent implementation so raise not verified warning

sharma_2009¶
Module
openquake.hazardlib.gsim.sharma_2009
exports
SharmaEtAl2009

class
openquake.hazardlib.gsim.sharma_2009.
SharmaEtAl2009
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE of Sharma et al. (2009). This GMPE is intended for the Indian Himalayas but is based on data from both Zagros in Iran and the Himalayas. The combination of these two regions is motivated by the sparsity of near field data. Seismotectonic similarity is supposed based on both regions being continental collision zones, and in spite of the lack of subduction in Zagros.
Note that Figure 79 of Sharma et al. (2009) are in error (Sharma, personal communication). This implementation is verified against test vector obtained from lead author.
Support for PGA has been added by assuming it to be equal to the spectral acceleration at 0.04 s. This is assumed by the authors in the captions for Figures 1113 anyway.
Reference:
Sharma, M. L., Douglas, J., Bungum, H., and Kotadia, J. (2009). Groundmotion prediction equations based on data from the Himalayan and Zagros regions. Journal of Earthquake Engineering, 13(8):1191–1210.

COEFFS
= <openquake.hazardlib.gsim.base.CoeffsTable object>¶ Coefficients taken from Table 2, p. 1202. Note that “In this article, only the coefficients for a subset of these periods [between 0.04 and 2.5 s] are reported” and the damping is 5% (Sharma et al., 2009, p. 1200).

CONSTS
= {'b4': 15.0}¶ “After trials with different values b4 was fixed to be 15km for all periods.” (Sharma et al., 2009, p. 1201)

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Average horizontal'¶ Supported intensity measure component is the geometric mean of two horizontal components
AVERAGE_HORIZONTAL
, see p. 1200.

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.SA'>, <class 'openquake.hazardlib.imt.PGA'>])¶ Set of
intensity measure types
this GSIM can calculate. A set should contain classes from moduleopenquake.hazardlib.imt
.

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Only total standard deviation is supported, see Table 2, p. 1202.

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is ‘active shallow crust’ however as inndicated the introduction the tectonics of the Himalayas have a “great range of focal depths” (Sharma et al., 2009, p. 1192).

NEHRP_BC_BOUNDARY
= 760.0¶ Sharma et al. (2009) does not use VS30 so no threshhold is given. A value of 760 m/s was selected. This is consistent with
openquake.hazardlib.gsim.atkinson_boore_2003
, corresponds to NEHRP class A/B, and is close to the threshhold for Eurocode 8 Class 8 (800 m/s).

RAKE_THRESH
= 30.0¶ Rake threshhold of 30 degrees was selected, same as
openquake.hazardlib.gsim.boore_atkinson_2008
andopenquake.hazardlib.gsim.campbell_bozorgnia_2008
. Contrast with 45 degree threshhold used by 30 degree threshhold used inopenquake.hazardlib.gsim.zhao_2006
.

REQUIRES_DISTANCES
= set(['rjb'])¶ Required distance measure is JoynerBoore distance, see p. 1200

REQUIRES_RUPTURE_PARAMETERS
= set(['rake', 'mag'])¶ Required rupture parameters are magnitude and rake, see equation (1) on p. 1200. Rake is used to distinguish between reverse and strikeslip faulting, and to detect misapplication of GMPE to normal faulting.

REQUIRES_SITES_PARAMETERS
= set(['vs30'])¶ Required site parameter Vs30 is used to set binary rock/soil classification dummy variable, see equation (1) on p. 1200.

get_fault_type_dummy_variables
(rup)[source]¶ Faulttype classification dummy variable based on rup.rake.
“
H
is 1 for a strikeslip mechanism and 0 for a reverse mechanism” (p. 1201). Note:
 UserWarning is raised if mechanism is determined to be normal faulting, since as summarized in Table 2 on p. 1197 the data used for regression included only reverse and stikeslip events.

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ See
superclass method
for specification of input and result values.

si_midorikawa_1999¶
Module exports SiMidorikawa1999Asc
, SiMidorikawa1999SInter
,
SiMidorikawaSSlab
, SiMidorikawa1999SInterNorthEastCorrection
,
SiMidorikawa1999SInterSouthWestCorrection
,
SiMidorikawa1999SSlabNorthEastCorrection
and
SiMidorikawa1999SSlabSouthWestCorrection
.

class
openquake.hazardlib.gsim.si_midorikawa_1999.
SiMidorikawa1999Asc
[source]¶ Bases:
openquake.hazardlib.gsim.base.GMPE
Implements GMPE developed by Hongjun Si and Saburoh Midorikawa (1999) as described in “Technical Reports on National Seismic Hazard Maps for Japan” (2009, National Research Institute for Earth Science and Disaster Prevention, Japan, pages 148151). This class implements the equations for ‘Active Shallow Crust’ (that’s why the class name ends with ‘Asc’).

AMP_F
= 1.41¶ Amplification factor to scale PGV from 600 to 400 m/s vs30, see equation 3.5.11 page 148

DEFINED_FOR_INTENSITY_MEASURE_COMPONENT
= 'Greater of two horizontal'¶ Supported intensity measure component is greater of of two horizontal components : attr:~openquake.hazardlib.const.IMC.GREATER_OF_TWO_HORIZONTAL

DEFINED_FOR_INTENSITY_MEASURE_TYPES
= set([<class 'openquake.hazardlib.imt.PGV'>])¶ Supported intensity measure type is PGV

DEFINED_FOR_STANDARD_DEVIATION_TYPES
= set(['Total'])¶ Supported standard deviation type is total

DEFINED_FOR_TECTONIC_REGION_TYPE
= 'Active Shallow Crust'¶ Supported tectonic region type is active shallow crust

REQUIRES_DISTANCES
= set(['rrup'])¶ Required distance measure is Rrup

REQUIRES_RUPTURE_PARAMETERS
= set(['hypo_depth', 'mag'])¶ Required rupture parameters are magnitude, and hypocentral depth

REQUIRES_SITES_PARAMETERS
= set([])¶ No sites parameters are required

get_mean_and_stddevs
(sites, rup, dists, imt, stddev_types)[source]¶ Implements equation 3.5.11 page 148 for mean value and equation 3.5.52 page 151 for total standard deviation.
See
superclass method
for spec of input and result values.
