Modified for using new function earllatepicker instead of removed class EarlLatePicker of object Picker.
This commit is contained in:
Ludger Küperkoch
parent
8ba34db05c
commit
16ae4bdfe9
@ -11,6 +11,7 @@ import matplotlib.pyplot as plt
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import numpy as np
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from pylot.core.pick.CharFuns import CharacteristicFunction
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from pylot.core.pick.Picker import AutoPicking
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from earllatepicker import earllatepicker
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import glob
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import argparse
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@ -28,9 +29,9 @@ def run_makeCF(project, database, event, iplot, station=None):
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addnoise = 0.001 #add noise to seismogram for stable AR prediction
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arzorder = 2 #chosen order of AR process, vertical component
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arhorder = 4 #chosen order of AR process, horizontal components
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TSNRhos = [5, 0.5, 1, 0.1] #window lengths [s] for calculating SNR for earliest/latest pick and quality assessment
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TSNRhos = [5, 0.5, 1, .6] #window lengths [s] for calculating SNR for earliest/latest pick and quality assessment
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#from HOS-CF [noise window, safety gap, signal window, slope determination window]
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TSNRarz = [5, 0.5, 1, 0.5] #window lengths [s] for calculating SNR for earliest/lates pick and quality assessment
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TSNRarz = [5, 0.5, 1, 1.0] #window lengths [s] for calculating SNR for earliest/lates pick and quality assessment
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#from ARZ-CF
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#get waveform data
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if station:
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@ -70,17 +71,16 @@ def run_makeCF(project, database, event, iplot, station=None):
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aiccf = AICcf(st_copy, cuttimes) #instance of AICcf
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##############################################################
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#get prelimenary onset time from AIC-HOS-CF using subclass AICPicker of class AutoPicking
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aicpick = AICPicker(aiccf, None, TSNRhos, 3, 10, None, 0.1)
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aicpick = AICPicker(aiccf, TSNRhos, 3, 10, None, 0.1)
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##############################################################
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#get refined onset time from HOS-CF using class Picker
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hospick = PragPicker(hoscf, None, TSNRhos, 2, 10, 0.001, 0.2, aicpick.getpick())
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hospick = PragPicker(hoscf, TSNRhos, 2, 10, 0.001, 0.2, aicpick.getpick())
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#############################################################
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#get earliest and latest possible picks
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hosELpick = EarlLatePicker(hoscf, 1.5, TSNRhos, None, 10, None, None, hospick.getpick())
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[lpickhos, epickhos, pickerrhos] = earllatepicker(st, 1.5, TSNRhos, hospick.getpick(), 10)
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##############################################################
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#calculate ARZ-CF using subclass ARZcf of class CharcteristicFunction
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#get stream object of filtered data
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st_copy[0].data = tr_filt.data
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arzcf = ARZcf(st_copy, cuttimes, tpredz, arzorder, tdetz, addnoise) #instance of ARZcf
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arzcf = ARZcf(st, cuttimes, tpredz, arzorder, tdetz, addnoise) #instance of ARZcf
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##############################################################
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#calculate AIC-ARZ-CF using subclass AICcf of class CharacteristicFunction
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#class needs stream object => build it
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@ -90,12 +90,12 @@ def run_makeCF(project, database, event, iplot, station=None):
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araiccf = AICcf(st_copy, cuttimes, tpredz, 0, tdetz) #instance of AICcf
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##############################################################
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#get onset time from AIC-ARZ-CF using subclass AICPicker of class AutoPicking
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aicarzpick = AICPicker(araiccf, 1.5, TSNRarz, 2, 10, None, 0.1)
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aicarzpick = AICPicker(araiccf, TSNRarz, 2, 10, None, 0.1)
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##############################################################
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#get refined onset time from ARZ-CF using class Picker
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arzpick = PragPicker(arzcf, 1.5, TSNRarz, 2.0, 10, 0.1, 0.05, aicarzpick.getpick())
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arzpick = PragPicker(arzcf, TSNRarz, 2.0, 10, 0.1, 0.05, aicarzpick.getpick())
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#get earliest and latest possible picks
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arzELpick = EarlLatePicker(arzcf, 1.5, TSNRarz, None, 10, None, None, arzpick.getpick())
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[lpickarz, epickarz, pickerrarz] = earllatepicker(st, 1.5, TSNRarz, arzpick.getpick(), 10)
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elif not wfzfiles:
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print 'No vertical component data found!'
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@ -131,12 +131,23 @@ def run_makeCF(project, database, event, iplot, station=None):
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arhaiccf = AICcf(H_copy, cuttimes, tpredh, 0, tdeth) #instance of AICcf
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##############################################################
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#get onset time from AIC-ARH-CF using subclass AICPicker of class AutoPicking
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aicarhpick = AICPicker(arhaiccf, 1.5, TSNRarz, 4, 10, None, 0.1)
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aicarhpick = AICPicker(arhaiccf, TSNRarz, 4, 10, None, 0.1)
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###############################################################
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#get refined onset time from ARH-CF using class Picker
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arhpick = PragPicker(arhcf, 1.5, TSNRarz, 2.5, 10, 0.1, 0.05, aicarhpick.getpick())
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arhpick = PragPicker(arhcf, TSNRarz, 2.5, 10, 0.1, 0.05, aicarhpick.getpick())
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#get earliest and latest possible picks
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arhELpick = EarlLatePicker(arhcf, 1.5, TSNRarz, None, 10, None, None, arhpick.getpick())
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H_copy[0].data = trH1_filt.data
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[lpickarh1, epickarh1, pickerrarh1] = earllatepicker(H_copy, 1.5, TSNRarz, arhpick.getpick(), 10)
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H_copy[0].data = trH2_filt.data
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[lpickarh2, epickarh2, pickerrarh2] = earllatepicker(H_copy, 1.5, TSNRarz, arhpick.getpick(), 10)
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#get earliest pick of both earliest possible picks
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epick = [epickarh1, epickarh2]
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lpick = [lpickarh1, lpickarh2]
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pickerr = [pickerrarh1, pickerrarh2]
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ipick =np.argmin([epickarh1, epickarh2])
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epickarh = epick[ipick]
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lpickarh = lpick[ipick]
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pickerrarh = pickerr[ipick]
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#create stream with 3 traces
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#merge streams
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@ -158,8 +169,6 @@ def run_makeCF(project, database, event, iplot, station=None):
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AllC[2].data = All3_filt.data
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#calculate AR3C-CF using subclass AR3Ccf of class CharacteristicFunction
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ar3ccf = AR3Ccf(AllC, cuttimes, tpredz, arhorder, tdetz, addnoise) #instance of AR3Ccf
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#get earliest and latest possible pick from initial ARH-pick
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ar3cELpick = EarlLatePicker(ar3ccf, 1.5, TSNRarz, None, 10, None, None, arhpick.getpick())
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##############################################################
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if iplot:
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#plot vertical trace
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@ -177,16 +186,16 @@ def run_makeCF(project, database, event, iplot, station=None):
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plt.plot([hospick.getpick(), hospick.getpick()], [-1.3, 1.3], 'r', linewidth=2)
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plt.plot([hospick.getpick()-0.5, hospick.getpick()+0.5], [1.3, 1.3], 'r')
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plt.plot([hospick.getpick()-0.5, hospick.getpick()+0.5], [-1.3, -1.3], 'r')
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plt.plot([hosELpick.getLpick(), hosELpick.getLpick()], [-1.1, 1.1], 'r--')
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plt.plot([hosELpick.getEpick(), hosELpick.getEpick()], [-1.1, 1.1], 'r--')
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plt.plot([lpickhos, lpickhos], [-1.1, 1.1], 'r--')
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plt.plot([epickhos, epickhos], [-1.1, 1.1], 'r--')
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plt.plot([aicarzpick.getpick(), aicarzpick.getpick()], [-1.2, 1.2], 'y', linewidth=2)
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plt.plot([aicarzpick.getpick()-0.5, aicarzpick.getpick()+0.5], [1.2, 1.2], 'y')
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plt.plot([aicarzpick.getpick()-0.5, aicarzpick.getpick()+0.5], [-1.2, -1.2], 'y')
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plt.plot([arzpick.getpick(), arzpick.getpick()], [-1.4, 1.4], 'g', linewidth=2)
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plt.plot([arzpick.getpick()-0.5, arzpick.getpick()+0.5], [1.4, 1.4], 'g')
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plt.plot([arzpick.getpick()-0.5, arzpick.getpick()+0.5], [-1.4, -1.4], 'g')
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plt.plot([arzELpick.getLpick(), arzELpick.getLpick()], [-1.2, 1.2], 'g--')
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plt.plot([arzELpick.getEpick(), arzELpick.getEpick()], [-1.2, 1.2], 'g--')
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plt.plot([lpickarz, lpickarz], [-1.2, 1.2], 'g--')
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plt.plot([epickarz, epickarz], [-1.2, 1.2], 'g--')
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plt.yticks([])
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plt.ylim([-1.5, 1.5])
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plt.xlabel('Time [s]')
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@ -211,12 +220,10 @@ def run_makeCF(project, database, event, iplot, station=None):
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plt.plot([arhpick.getpick(), arhpick.getpick()], [-1, 1], 'r')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [1, 1], 'r')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [-1, -1], 'r')
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plt.plot([arhELpick.getLpick(), arhELpick.getLpick()], [-0.8, 0.8], 'r--')
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plt.plot([arhELpick.getEpick(), arhELpick.getEpick()], [-0.8, 0.8], 'r--')
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plt.plot([arhpick.getpick() + arhELpick.getPickError(), arhpick.getpick() + arhELpick.getPickError()], \
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[-0.2, 0.2], 'r--')
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plt.plot([arhpick.getpick() - arhELpick.getPickError(), arhpick.getpick() - arhELpick.getPickError()], \
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[-0.2, 0.2], 'r--')
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plt.plot([lpickarh, lpickarh], [-0.8, 0.8], 'r--')
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plt.plot([epickarh, epickarh], [-0.8, 0.8], 'r--')
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plt.plot([arhpick.getpick() + pickerrarh, arhpick.getpick() + pickerrarh], [-0.2, 0.2], 'r--')
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plt.plot([arhpick.getpick() - pickerrarh, arhpick.getpick() - pickerrarh], [-0.2, 0.2], 'r--')
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plt.yticks([])
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plt.ylim([-1.5, 1.5])
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plt.ylabel('Normalized Counts')
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@ -233,12 +240,10 @@ def run_makeCF(project, database, event, iplot, station=None):
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plt.plot([arhpick.getpick(), arhpick.getpick()], [-1, 1], 'r')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [1, 1], 'r')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [-1, -1], 'r')
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plt.plot([arhELpick.getLpick(), arhELpick.getLpick()], [-0.8, 0.8], 'r--')
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plt.plot([arhELpick.getEpick(), arhELpick.getEpick()], [-0.8, 0.8], 'r--')
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plt.plot([arhpick.getpick() + arhELpick.getPickError(), arhpick.getpick() + arhELpick.getPickError()], \
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[-0.2, 0.2], 'r--')
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plt.plot([arhpick.getpick() - arhELpick.getPickError(), arhpick.getpick() - arhELpick.getPickError()], \
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[-0.2, 0.2], 'r--')
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plt.plot([lpickarh, lpickarh], [-0.8, 0.8], 'r--')
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plt.plot([epickarh, epickarh], [-0.8, 0.8], 'r--')
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plt.plot([arhpick.getpick() + pickerrarh, arhpick.getpick() + pickerrarh], [-0.2, 0.2], 'r--')
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plt.plot([arhpick.getpick() - pickerrarh, arhpick.getpick() - pickerrarh], [-0.2, 0.2], 'r--')
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plt.title([trH2_filt.stats.station, trH2_filt.stats.channel])
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plt.yticks([])
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plt.ylim([-1.5, 1.5])
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@ -252,8 +257,6 @@ def run_makeCF(project, database, event, iplot, station=None):
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plt.plot([arhpick.getpick(), arhpick.getpick()], [-1, 1], 'b')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [-1, -1], 'b')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [1, 1], 'b')
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plt.plot([ar3cELpick.getLpick(), ar3cELpick.getLpick()], [-0.8, 0.8], 'b--')
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plt.plot([ar3cELpick.getEpick(), ar3cELpick.getEpick()], [-0.8, 0.8], 'b--')
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plt.yticks([])
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plt.xticks([])
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plt.ylabel('Normalized Counts')
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@ -266,8 +269,6 @@ def run_makeCF(project, database, event, iplot, station=None):
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plt.plot([arhpick.getpick(), arhpick.getpick()], [-1, 1], 'b')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [-1, -1], 'b')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [1, 1], 'b')
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plt.plot([ar3cELpick.getLpick(), ar3cELpick.getLpick()], [-0.8, 0.8], 'b--')
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plt.plot([ar3cELpick.getEpick(), ar3cELpick.getEpick()], [-0.8, 0.8], 'b--')
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plt.yticks([])
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plt.xticks([])
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plt.ylabel('Normalized Counts')
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@ -278,8 +279,6 @@ def run_makeCF(project, database, event, iplot, station=None):
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plt.plot([arhpick.getpick(), arhpick.getpick()], [-1, 1], 'b')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [-1, -1], 'b')
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plt.plot([arhpick.getpick()-0.5, arhpick.getpick()+0.5], [1, 1], 'b')
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plt.plot([ar3cELpick.getLpick(), ar3cELpick.getLpick()], [-0.8, 0.8], 'b--')
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plt.plot([ar3cELpick.getEpick(), ar3cELpick.getEpick()], [-0.8, 0.8], 'b--')
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plt.yticks([])
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plt.ylabel('Normalized Counts')
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plt.title([trH2_filt.stats.station, trH2_filt.stats.channel])
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