# -----basemap params----------------------
'xmin': -101,
'xmax': -94,
'ymin': 33.5,
'ymax': 37.1,
'projection': 'merc', # or 'cea' 'aea' for equal area projections
}
#--------------------------1---------------------------------------------
# load data
#------------------------------------------------------------------------
os.chdir(data_dir)
# load seismicity and well data using loadtxt
mSeis = np.loadtxt(file_eq).T
#:TODO data-time to decimal years
aTime = funcs.dateTime2decYr(mSeis[1], mSeis[2], mSeis[3], mSeis[4], mSeis[5],
mSeis[6])
mSeis = np.array([aTime, mSeis[7], mSeis[8], mSeis[-1]])
#TODO: select most recent seismic events
sel = np.logical_and(mSeis[0] >= 2014.5, mSeis[0] < 2016)
mWells = np.loadtxt(file_well).T
#--------------------------2---------------------------------------------
# map view, select boundaries of seismicity
#------------------------------------------------------------------------
#no where in the problem does it say to plot wells, not sure why that was in the skeleton code
lon_0, lat_0 = .5 * (dPar['xmin'] + dPar['xmax']), .5 * (dPar['ymin'] +
dPar['ymax'])
m = Basemap(llcrnrlon=dPar['xmin'],
urcrnrlon=dPar['xmax'],
dt_map = 6. / 12
k = 200
YR = 2005,
MO = 12,
DY = 15,
HR = 20,
MN = 40,
SC = 5,
#--------------------------1---------------------------------------------
# load data
#------------------------------------------------------------------------
#os.chdir( data_dir)
# load seismicity and well data using loadtxt
mSeis = np.loadtxt(file_eq).T
#TODO: convert date-time to decimal year use seis_utils.dateTime2decYr
aTime = seis_utils.dateTime2decYr(YR, MO, DY, HR, MN, SC)
#print(aTime)
mBeis = np.array(mSeis[1], dtype=object)
mSeis = np.array([aTime, mSeis[7], mSeis[8], mSeis[-1]], dtype=object)
mWells = np.loadtxt(file_well).T
#print(mSeis)
#print(mWells)
#--------------------------2---------------------------------------------
# earthquake rates, cumulative number
#------------------------------------------------------------------------
# plot rate and cumulative number of events
if dPar['showRate'] == True:
plt.figure(1)
ax = plt.subplot(211)
# compute seismicity rates using seis_utils.eqRate
# -----basemap params----------------------
'xmin': -101,
'xmax': -94,
'ymin': 33.5,
'ymax': 37.1,
'projection': 'aea', # or 'cea' 'aea' for equal area projections
}
#--------------------------1---------------------------------------------
# load data
#------------------------------------------------------------------------
os.chdir(data_dir)
# load seismicity and well data using loadtxt
mSeis = np.loadtxt(file_eq).T
#:TODO data-time to decimal years
aTime = seis_utils.dateTime2decYr(file_eq).T
mSeis = np.array([aTime, mSeis[7], mSeis[8], mSeis[-1]])
#TODO: select most recent seismic events
sel = np.logical_and(file_eq[1] >= 2017)
mSeis = mSeis.T[sel].T
mWells = np.loadtxt(file_well).T
#--------------------------2---------------------------------------------
# map view, select boundaries of seismicity
#------------------------------------------------------------------------
plt.figure(1)
ax1 = plt.subplot(111)
#:TODO plot wells
Basemap.plot(mWells[2], mWells[3], 'ro')
#:TODO plot seismicity
Basemap.plot(mSeis[7], mSeis[8], 'bo')
'tmin' : 2011,
'areaOK' : 181*1e3,#in km
# -----basemap params----------------------
'xmin' : -101, 'xmax' : -94,
'ymin' : 33.5, 'ymax' : 37.1,
'projection' : 'aea',# or 'cea' 'aea' for equal area projections
}
#--------------------------1---------------------------------------------
# load data
#------------------------------------------------------------------------
os.chdir( data_dir)
# load seismicity and well data using loadtxt
mSeis = np.loadtxt( file_eq).T
#:TODO data-time to decimal years
aTime = seis_utils.dateTime2decYr( mSeis[1], mSeis[2], mSeis[3], mSeis[4], mSeis[5], mSeis[6])
mSeis = np.array( [aTime, mSeis[7], mSeis[8], mSeis[-1]])
#TODO: select most recent seismic events
sel = mSeis[0] >= dPar['tmin']
mSeis = mSeis.T[sel].T
mWells = np.loadtxt( file_well).T
#--------------------------2---------------------------------------------
# map view, select boundaries of seismicity
#------------------------------------------------------------------------
plt.figure(1)
ax1 = plt.subplot(111)
#:TODO plot wells
aX_we, aY_we = mWells[2], mWells[3]
plot_we = plt.scatter( aX_we, aY_we, c = 'b', s = 1.0)
#:TODO plot seismicity
os.chdir(data_dir)
# load seismicity and well data using loadtxt
mSeis = np.loadtxt(file_eq).T
aTime = np.array([])
num_Events = len(file_eq)
YR = mSeis[1]
MO = mSeis[2]
DAY = mSeis[3]
HR = mSeis[4]
MIN = mSeis[5]
SEC = mSeis[6]
#TODO: convert date-time to decimal year use seis_utils.dateTime2decYr
aTime = seis_utils.dateTime2decYr(YR, MO, DAY, HR, MIN, SEC)
mLoc_seis = np.array([aTime, mSeis[7], mSeis[8], mSeis[-1]])
mWells = np.loadtxt(file_well).T
mLoc_wells = np.array([mWells[1], mWells[3], mWells[2]])
#--------------------------2---------------------------------------------
# earthquake rates, cumulative number
#------------------------------------------------------------------------
# plot rate and cumulative number of events
if dPar['showRate'] == True:
plt.figure(1)
ax1 = plt.subplot(211)
# compute seismicity rates using seis_utils.eqRate
aBin, aRates = seis_utils.eqRate(aTime, dPar.get('k'))
#TODO: plot seismicity rates
'ymax': 37.1,
'projection': 'merc', # or 'aea' for equal area projections
}
#--------------------------1---------------------------------------------
# load data
#------------------------------------------------------------------------
#os.chdir( data_dir)
# load seismicity and well data using loadtxt
mSeis = np.loadtxt(file_eq).T
aTime = np.array([])
for n in range(0, len(mSeis[1])):
aTime = np.append(
aTime,
seis_utils.dateTime2decYr(mSeis[1][n], mSeis[2][n], mSeis[3][n],
mSeis[4][n], mSeis[5][n], mSeis[6][n]))
mSeis = np.array([aTime, mSeis[7], mSeis[8], mSeis[-1]])
mWells = np.loadtxt(file_well).T
#--------------------------2---------------------------------------------
# earthquake rates, cumulative number
#------------------------------------------------------------------------
# plot rate and cumulative number of events
if dPar['showRate'] == True:
plt.figure(1)
ax = plt.subplot(211)
seisDataNorm = seis_utils.eqRate(mSeis, 6)
'xmax': -94,
'ymin': 33.5,
'ymax': 37.1,
'projection': 'merc', # or 'aea' for equal area projections
}
seism_OK_Data = np.loadtxt('seism_OK.txt').T
Wells_OK_Data = np.loadtxt('injWell_OK.txt').T
#--------------------------1---------------------------------------------
# load data
#------------------------------------------------------------------------
mSeis = np.loadtxt(file_eq).T
aTime = seis_utils.dateTime2decYr(seism_OK_Data[1], seism_OK_Data[2],
seism_OK_Data[3], seism_OK_Data[4],
seism_OK_Data[5], seism_OK_Data[6])
mSeis = np.array([aTime, mSeis[7], mSeis[8], mSeis[-1]])
mWells = np.loadtxt(file_well).T
#--------------------------2---------------------------------------------
# earthquake rates, cumulative number
#------------------------------------------------------------------------
if dPar['showRate'] == True:
plt.figure(1, figsize=(12, 5))
ax = plt.subplot(211)
# compute seismicity rates
aBin, aRate = seis_utils.eqRate(aTime, 200)
plot1 = plt.plot(aBin, aRate)
ax.set_ylabel('Earthquake Rate [ev/mo]')