Different time windows for slope determination from AR- and HOS-CF.
This commit is contained in:
parent
8f71297884
commit
77c87067da
@ -10,7 +10,7 @@ from obspy.core import read
|
|||||||
import matplotlib.pyplot as plt
|
import matplotlib.pyplot as plt
|
||||||
import numpy as np
|
import numpy as np
|
||||||
from pylot.core.pick.CharFuns import CharacteristicFunction
|
from pylot.core.pick.CharFuns import CharacteristicFunction
|
||||||
from pylot.core.pick.Picker import Picker
|
from pylot.core.pick.Picker import AutoPicking
|
||||||
import glob
|
import glob
|
||||||
import argparse
|
import argparse
|
||||||
|
|
||||||
@ -28,8 +28,10 @@ def run_makeCF(project, database, event, iplot, station=None):
|
|||||||
addnoise = 0.001 #add noise to seismogram for stable AR prediction
|
addnoise = 0.001 #add noise to seismogram for stable AR prediction
|
||||||
arzorder = 2 #chosen order of AR process, vertical component
|
arzorder = 2 #chosen order of AR process, vertical component
|
||||||
arhorder = 4 #chosen order of AR process, horizontal components
|
arhorder = 4 #chosen order of AR process, horizontal components
|
||||||
TSNR = [5, 0.5, 1, 0.03] #window lengths [s] for calculating SNR for earliest/latest pick and quality assessment
|
TSNRhos = [5, 0.5, 1, 0.1] #window lengths [s] for calculating SNR for earliest/latest pick and quality assessment
|
||||||
#[noise window, safety gap, signal window, slope determination window]
|
#from HOS-CF [noise window, safety gap, signal window, slope determination window]
|
||||||
|
TSNRarz = [5, 0.5, 1, 0.5] #window lengths [s] for calculating SNR for earliest/lates pick and quality assessment
|
||||||
|
#from ARZ-CF
|
||||||
#get waveform data
|
#get waveform data
|
||||||
if station:
|
if station:
|
||||||
dpz = '/DATA/%s/EVENT_DATA/LOCAL/%s/%s/%s*HZ.msd' % (project, database, event, station)
|
dpz = '/DATA/%s/EVENT_DATA/LOCAL/%s/%s/%s*HZ.msd' % (project, database, event, station)
|
||||||
@ -68,12 +70,12 @@ def run_makeCF(project, database, event, iplot, station=None):
|
|||||||
aiccf = AICcf(st_copy, cuttimes) #instance of AICcf
|
aiccf = AICcf(st_copy, cuttimes) #instance of AICcf
|
||||||
##############################################################
|
##############################################################
|
||||||
#get prelimenary onset time from AIC-HOS-CF using subclass AICPicker of class AutoPicking
|
#get prelimenary onset time from AIC-HOS-CF using subclass AICPicker of class AutoPicking
|
||||||
aicpick = AICPicker(aiccf, None, TSNR, 3, 10, None, 0.1)
|
aicpick = AICPicker(aiccf, None, TSNRhos, 3, 10, None, 0.1)
|
||||||
##############################################################
|
##############################################################
|
||||||
#get refined onset time from HOS-CF using class Picker
|
#get refined onset time from HOS-CF using class Picker
|
||||||
hospick = PragPicker(hoscf, None, TSNR, 2, 10, 0.001, 0.2, aicpick.getpick())
|
hospick = PragPicker(hoscf, None, TSNRhos, 2, 10, 0.001, 0.2, aicpick.getpick())
|
||||||
#get earliest and latest possible picks
|
#get earliest and latest possible picks
|
||||||
hosELpick = EarlLatePicker(hoscf, 1.5, TSNR, None, 10, None, None, hospick.getpick())
|
hosELpick = EarlLatePicker(hoscf, 1.5, TSNRhos, None, 10, None, None, hospick.getpick())
|
||||||
##############################################################
|
##############################################################
|
||||||
#calculate ARZ-CF using subclass ARZcf of class CharcteristicFunction
|
#calculate ARZ-CF using subclass ARZcf of class CharcteristicFunction
|
||||||
#get stream object of filtered data
|
#get stream object of filtered data
|
||||||
@ -88,12 +90,12 @@ def run_makeCF(project, database, event, iplot, station=None):
|
|||||||
araiccf = AICcf(st_copy, cuttimes, tpredz, 0, tdetz) #instance of AICcf
|
araiccf = AICcf(st_copy, cuttimes, tpredz, 0, tdetz) #instance of AICcf
|
||||||
##############################################################
|
##############################################################
|
||||||
#get onset time from AIC-ARZ-CF using subclass AICPicker of class AutoPicking
|
#get onset time from AIC-ARZ-CF using subclass AICPicker of class AutoPicking
|
||||||
aicarzpick = AICPicker(araiccf, 1.5, TSNR, 2, 10, None, 0.1)
|
aicarzpick = AICPicker(araiccf, 1.5, TSNRarz, 2, 10, None, 0.1)
|
||||||
##############################################################
|
##############################################################
|
||||||
#get refined onset time from ARZ-CF using class Picker
|
#get refined onset time from ARZ-CF using class Picker
|
||||||
arzpick = PragPicker(arzcf, 1.5, TSNR, 2.0, 10, 0.1, 0.05, aicarzpick.getpick())
|
arzpick = PragPicker(arzcf, 1.5, TSNRarz, 2.0, 10, 0.1, 0.05, aicarzpick.getpick())
|
||||||
#get earliest and latest possible picks
|
#get earliest and latest possible picks
|
||||||
arzELpick = EarlLatePicker(arzcf, 1.5, TSNR, None, 10, None, None, arzpick.getpick())
|
arzELpick = EarlLatePicker(arzcf, 1.5, TSNRarz, None, 10, None, None, arzpick.getpick())
|
||||||
elif not wfzfiles:
|
elif not wfzfiles:
|
||||||
print 'No vertical component data found!'
|
print 'No vertical component data found!'
|
||||||
|
|
||||||
@ -129,12 +131,12 @@ def run_makeCF(project, database, event, iplot, station=None):
|
|||||||
arhaiccf = AICcf(H_copy, cuttimes, tpredh, 0, tdeth) #instance of AICcf
|
arhaiccf = AICcf(H_copy, cuttimes, tpredh, 0, tdeth) #instance of AICcf
|
||||||
##############################################################
|
##############################################################
|
||||||
#get onset time from AIC-ARH-CF using subclass AICPicker of class AutoPicking
|
#get onset time from AIC-ARH-CF using subclass AICPicker of class AutoPicking
|
||||||
aicarhpick = AICPicker(arhaiccf, 1.5, TSNR, 4, 10, None, 0.1)
|
aicarhpick = AICPicker(arhaiccf, 1.5, TSNRarz, 4, 10, None, 0.1)
|
||||||
###############################################################
|
###############################################################
|
||||||
#get refined onset time from ARH-CF using class Picker
|
#get refined onset time from ARH-CF using class Picker
|
||||||
arhpick = PragPicker(arhcf, 1.5, TSNR, 2.5, 10, 0.1, 0.05, aicarhpick.getpick())
|
arhpick = PragPicker(arhcf, 1.5, TSNRarz, 2.5, 10, 0.1, 0.05, aicarhpick.getpick())
|
||||||
#get earliest and latest possible picks
|
#get earliest and latest possible picks
|
||||||
arhELpick = EarlLatePicker(arhcf, 1.5, TSNR, None, 10, None, None, arhpick.getpick())
|
arhELpick = EarlLatePicker(arhcf, 1.5, TSNRarz, None, 10, None, None, arhpick.getpick())
|
||||||
|
|
||||||
#create stream with 3 traces
|
#create stream with 3 traces
|
||||||
#merge streams
|
#merge streams
|
||||||
@ -157,7 +159,7 @@ def run_makeCF(project, database, event, iplot, station=None):
|
|||||||
#calculate AR3C-CF using subclass AR3Ccf of class CharacteristicFunction
|
#calculate AR3C-CF using subclass AR3Ccf of class CharacteristicFunction
|
||||||
ar3ccf = AR3Ccf(AllC, cuttimes, tpredz, arhorder, tdetz, addnoise) #instance of AR3Ccf
|
ar3ccf = AR3Ccf(AllC, cuttimes, tpredz, arhorder, tdetz, addnoise) #instance of AR3Ccf
|
||||||
#get earliest and latest possible pick from initial ARH-pick
|
#get earliest and latest possible pick from initial ARH-pick
|
||||||
ar3cELpick = EarlLatePicker(ar3ccf, 1.5, TSNR, None, 10, None, None, arhpick.getpick())
|
ar3cELpick = EarlLatePicker(ar3ccf, 1.5, TSNRarz, None, 10, None, None, arhpick.getpick())
|
||||||
##############################################################
|
##############################################################
|
||||||
if iplot:
|
if iplot:
|
||||||
#plot vertical trace
|
#plot vertical trace
|
||||||
|
Loading…
Reference in New Issue
Block a user