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Dirack authored Oct 2, 2020
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1 change: 1 addition & 0 deletions experiments/README.md
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#### Experiments and studies of CRE Velocity Inversion
1 change: 1 addition & 0 deletions experiments/algorithmVelocityInversion/README.md
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#### Scratch of velocity inversion algorithm
191 changes: 191 additions & 0 deletions experiments/algorithmVelocityInversion/SConstruct
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# SConstruct (Madagascar Script)
#
# Purpose: Scratch of velocity inversion algorithm.
#
# Site: http://www.dirackslounge.online
#
# Version 1.0
#
# Programer: Rodolfo A. C. Neves (Dirack) 19/08/2020
#
# Email: rodolfo_profissional@hotmail.com
#
# License: GPL-3.0 <https://www.gnu.org/licenses/gpl-3.0.txt>.

# Madagascar package
from rsf.proj import *

# Personal Madagascar recipes
from rsf.recipes.kimodel import multiLayerModel as mlmod
from rsf.recipes.kimodel import kirchhoffNewtonModeling as kinewmod
from rsf.recipes.velocityAnalysis import velocityAnalysis as nmoStack
from rsf.recipes.diff import diffmig as diff

# Velocity continuation recipe
from rsf.recipes.velcon import velcon

xmax = 6.0
zmax = 2.0

layers = ((0.30,0.50,0.20,0.30),
(1.65,1.85,1.55,1.65))

velocities = (1.508,
1.690,
2.0)

# Generate multi layer model and data cube
mlmod(interfaces='interfaces',
dipsfile='interfacesDip',
modelfile='mod1',
xmax=xmax,
zmax=zmax,
layers=layers,
velocities=velocities)

kinewmod(reflectors='interfaces',
reflectorsDip='interfacesDip',
filename='multiLayerDataCube',
velocities=velocities,
nt=1001,
dt=0.004,
ns=201,
ds=0.025,
nh=161,
dh=0.025)

Flow('dataTransposed','multiLayerDataCube','transp plane=23 | transp plane=34')

# Pre-stack velocity continuation
velcon(data='dataTransposed', # data name
nv=100, # continuation steps
v0=1.5, # initial velocity
dv=0.01, # velocity step
nx=201, # lateral dimension
nh=161, # number of offsets
padt=1024, # time padding
padt2=2048, # extra time padding
padx=None, # lateral padding
v1=None, # other velocity
n1=None, # time extent
dt=0.004, # time sampling
dx=0.025, # midpoint sampling
units='km', # lateral units
vslope=None, # semblance muting
vx0=0, # semblance muting
x0=0, # lateral origin
srect1=3, # semblance vertical smoothing
srect2=1, # semblance lateral smoothing
rect1=10, # vertical smoothing
rect2=10) # lateral smoothing

# velocity analysis, NMO correction and stack
nmoStack(dataCube='multiLayerDataCube',
pick='vnmo',
stack='stackedSection',
vrms='vrms',
v0=1.5,
dv=0.01,
nv=100,
vel0=1.5,
rect1=15,
rect2=40,
rect3=3,
dt=0.004)

# Post-stack velocity continuation
Flow('velocityCube','stackedSection',
'''
pad beg2=200 end2=200 | cosft sign2=1 |
stolt vel=1.5 |
vczo v0=1.5 dv=0.01 nv=100 verb=y |
transp plane=23 | cosft sign2=-1 |
window min2=0 max2=5
''')

# Loop over reflectors
numberOfReflectors = len(layers)
section = 'stackedSection'

for i in range(numberOfReflectors):

reflectorPickedPoints = 'reflectorPickedPoints-%i.txt' % i
t0sFile = 't0s-%i' % i
t0sAscii = 't0s-%i.asc' %i
m0sFile = 'm0s-%i' % i
m0sAscii = 'm0s-%i.asc' % i
returnedSection = 'returnedSection-%i' % i
diffSection = 'diffSection-%i' % i

# Reflector iterative Picking
Flow(reflectorPickedPoints,section,
'''
ipick
''')

# Next step is done with 'ascFormat.sh' Shell Script
# please check if the script have permissions to execute
# Build t0 coordinates file (pass 1 to generate t0s file)
Flow(t0sAscii,reflectorPickedPoints,
'''
./ascFormat.sh 1 %s
''' % (t0sAscii))

Flow(t0sFile,t0sAscii,'sfdd form=native')

# Build m0 coordinates file (pass 2 to generate m0s file)
Flow(m0sAscii,reflectorPickedPoints,
'''
./ascFormat.sh 2 %s
''' % (m0sAscii))

Flow(m0sFile,m0sAscii,'sfdd form=native')

# Diffraction simulation in stacked section
Flow([returnedSection,diffSection],[section,t0sFile,m0sFile],
'''
diffsim diff=${TARGETS[1]} aperture=1
t0=${SOURCES[1]} m0=${SOURCES[2]} v=%g freq=10 verb=y
''' % (velocities[i]))

section = returnedSection

Flow('diffAdd',['diffSection-0','diffSection-1'],'sfadd ${SOURCES[1]} scale=1,1')

diff("diff",
'diffAdd',
v0=1.4,
nv=100,
dv=0.01,
nx=201,
padx=1000,
nt=1000,
tmin=0,
tmax=4,
rect1=10,
rect2=10,
srect1=1,
srect2=3,
vslope=None,
units='Km',
f1=1,
j3=1,
dx=0.025,
x0=0,
beg1=0,
frect1=0,
frect2=0,
an=1,
nout=2048,
vx0=None)

# Use aliases to split building
# Call it 'scons alias' to build
# target identified by alias
Alias('model','multiLayerDataCube.rsf')
Alias('stack','velocityCube.rsf')

End()
35 changes: 35 additions & 0 deletions experiments/algorithmVelocityInversion/ascFormat.sh
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#!/bin/bash
#
# ascFormat.sh (Shell Script)
#
# Purpose: Convert sfipick picked points
# to Madagascar readable ascii format.
# Important! $1=1 cut and format the first collumn of the file (t0 time)
# If $1=2 cut and format the second collumn of the file (m0 CMP)
#
# Site: https://dirack.github.io
#
# Version 1.0
#
# Programer: Rodolfo A C Neves (Dirack) 20/08/2020
#
# Email: rodolfo_profissional@hotmail.com
#
# License: GPL-3.0 <https://www.gnu.org/licenses/gpl-3.0.txt>.

INPUT=$(cat "-" | tr '\t' ' ' | cut -d' ' -f"$1")
NUMBER_OF_POINTS=$(echo "$INPUT" | wc -l)
FORMATED_INPUT=$(echo "$INPUT" | tr '\n' ' ')

if [ "$1" == "1" ]
then
FILE="t0s"
elif [ "$1" == "2" ]
then
FILE="m0s"
else
echo "Error: $(basename $0): \$1 should be equal to 1 or 2!"
exit 1
fi

echo "${FORMATED_INPUT}n1=$NUMBER_OF_POINTS d1=1 o1=0 data_format=ascii_float in=$2"
1 change: 1 addition & 0 deletions experiments/modelUpdateStudy/README.md
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#### Study about model update and interface interpolation with cubic spline
110 changes: 110 additions & 0 deletions experiments/modelUpdateStudy/SConstruct
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# SConstruct (Madagascar Script)
#
# Purpose: Study of interface interpolation with cubic spline
# and velocity model update.
#
# Site: http://www.dirackslounge.online
#
# Version 1.0
#
# Programer: Rodolfo A. C. Neves (Dirack) 07/06/2020
#
# Email: rodolfo_profissional@hotmail.com
#
# License: GPL-3.0 <https://www.gnu.org/licenses/gpl-3.0.txt>.

# Madagascar package
from rsf.proj import *

# Error report function
import atexit
from errorReport import print_build_failures

from random import uniform, seed

seed()
xmax = 6.0
zmax = 2.0

def arr2str(array,sep=' '):
'''
Convert a tuple into a comma separeted string
'''
return string.join(map(str,array),sep)

# Velocity Model update
for i in range(1):

interfaces = 'iterfaces-%i' %i
dipsfile = 'dipsfile-%i' %i
modelfile = 'model-%i' %i
ascInterfaces = 'layers-%i.asc' %i
layersFile = 'layers-%i' %i
raysfile = 'rays-%i' %i
huygens = 'huygens-%i' %i
overlay = 'overlay-%i' %i

layers = [0.65,0.85,0.55,0.65]
layers = map(lambda x: x+uniform(-0.1,0.1),layers)

velocities = [1.508,2.0]

vstr=arr2str(velocities,',')

n1 = 4 #len(layers[0])
n2 = 1 #len(layers)

Flow(ascInterfaces,None,
'''
echo %s
n1=%d n2=%d o1=0 d1=%g
data_format=ascii_float in=$TARGET
''' % (arr2str(layers),n1,n2,xmax/(n1-1)))

Flow(layersFile,ascInterfaces,'dd form=native')

d = 0.00101 # non-round for reproducibility

Flow(interfaces,layersFile,
'spline o1=0 d1=%g n1=%d' % (d,int(1.5+xmax/d)))
Flow(dipsfile,interfaces,'deriv scale=y')

Flow(modelfile,interfaces,
'''
unif2 d1=%g n1=%d v00=%s
''' % (d,int(1.5+zmax/d),vstr))

Flow(raysfile,modelfile,
'''
rays2 yshot=3 zshot=1 nt=10000 dt=0.01 a0=50 amax=200 nr=1 escvar=n
''')

# Flow(huygens,modelfile,
# '''
# smooth repeat=3 rect1=5 rect2=3 |
# hwt2d xsou=0 zsou=3 nt=1000 d1=0.01 ng=1801 og=90 dg=1 rays=y
# ''')

# plot the model
Plot(modelfile,'grey color=j scalebar=y label1=Depth unit1=km label2=Position unit2=km barlabel=Velocity barunit=km/s barreverse=y title=Model allpos=y')

# plot the ray
Plot(raysfile,'graph transp=y yreverse=y min1=0 max1=2 min2=0 max2=6 wantaxis=n wanttitle=n scalebar=y plotcol=7 plotfat=3')

# plot the ray
# Plot(huygens,'graph transp=n yreverse=y min1=0 max1=2 min2=0 max2=6 wantaxis=n wanttitle=n scalebar=y plotcol=7 plotfat=3')


# overlay model and ray
Result(overlay,[modelfile, raysfile],'Overlay')

# Show error message if fail
message = '''
SCosncript Failed build
'''

atexit.register(print_build_failures,message)
End()
54 changes: 54 additions & 0 deletions experiments/modelUpdateStudy/errorReport.py
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# errorReport.py (Madagascar Recipe)
#
# Purpose: SCons error report function.
#
# Important!: It should be called from a SConstruct
#
# Site: http://www.dirackslounge.online
#
# Version 1.0
#
# Programer: Rodolfo A. C. Neves (Dirack) 01/06/2020
#
# Email: rodolfo_profissional@hotmail.com
#
# License: GPL-3.0 <https://www.gnu.org/licenses/gpl-3.0.txt>.

# Selfdoc string
'''
Python function to report errors in SCons
If build fail report specific message. Import this module and add the following lineis to your SConstruct:
import atexit
from madagascarRecipes.errorReport import print_build_failures
Call error message by the following:
atexit.register(print_build_failures,message)
It will call function print_build_failures to report message variable that should be a string with the error message to be reported
'''

if __name__ == "__main__":
print(__doc__)
exit()

__author__="Rodolfo Dirack <rodolfo_profissional@hotmail.com>"
__version__="1.0"

def print_build_failures(message):
'''
Print error message when build fail
:param message: string, error message
'''
from SCons.Script import GetBuildFailures
for bf in GetBuildFailures():
print("BUILD ERROR REPORT".center(40,'*'))
print("FAILED BUILD: %s" % (bf.node))
print("MESSAGE REPORT".center(40,'*'))
print("%s" % (message))

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