Пример #1
0
def test(par):
    # ------------------------------------------------------------
    # source coordinate
    fdmod.point('ss',par['xsou'],par['zsou'],par)
    Plot('ss',fdmod.ssplot('',par))
    Result('vel',['vel','ss'],'Overlay')
    Result('ref',['ref','ss'],'Overlay')
    Result('img',['img','ss'],'Overlay')

    # slowness
    Flow('slo','vel',
         '''
         transp |
         math "output=1/input" |
         spray axis=2 n=1 |
         put label2=y
         ''' % par )
    Result('slo','window | transp |' + fdmod.cgrey('allpos=y bias=0.065',par))

    # migration wavelet
    Flow('wvl',None,
         '''
         spike nsp=1 mag=1
         n1=%(nt)d d1=%(dt)g o1=0        k1=1
         n2=1      d2=%(dx)g o2=%(xsou)g |
         scale axis=123 |
         put label1=t label2=x label3=y
         ''' % par)

    # modeling wavelet (time domain)
    Flow('wav',None,
         '''
         spike nsp=1 mag=1
         n1=%(nt)d d1=%(dt)g o1=0   k1=%(kt)d
         n2=1      d2=%(dx)g o2=%(xsou)g |
         ricker1 frequency=%(frq)g |
         scale axis=123 |
         put label1=t label2=x label3=y
         ''' % par)
    Result('wav','window n1=200 |' + fdmod.waveplot('',par))

    # modeling wavelet (frequency domain)
    Flow('sou','wav',
         '''
         fft1 |
         window squeeze=n n1=%(nw)d min1=%(ow)g |
         pad beg2=%(xpad)d n2out=%(nx)d |
         put label1=w label2=x label3=y |
         transp memsize=250 plane=12 |
         transp memsize=250 plane=23 
         ''' % par)

    # global slowness perturnation
    Flow('ds',None,
         '''
         spike nsp=1 mag=0.00005
         n1=%(nz)d d1=%(dz)g o1=%(oz)g
         n2=%(nx)d d2=%(dx)g o2=%(ox)g |
         put label1=z label2=x label3=y |
         smooth rect1=1 rect2=1 |
         transp plane=12 |
         transp plane=23 |
         rtoc
         ''' % par)
    Plot('ds','window | real | transp |'+ fdmod.cgrey('pclip=99.9',par))

    # ------------------------------------------------------------
    # zero-offset
    # ------------------------------------------------------------
    # data
    zomig.model3('Zmod','slo','img',par)
    Flow('Zdat','Zmod',
         '''
         transp plane=23 |
         transp plane=12 |
         pad beg1=%(begw)d n1out=%(padw)d |
         fft1 inv=y |
         put o1=0 label1=t label2=x
         ''' % par)
    Result('Zdat',fdmod.dgrey('screenratio=0.5 screenht=7',par))
    
    # wavefield
    zomig.Awftwo3('woz','Zmod','slo',par)

    # migration
    zomig.image3('Zimg','slo','Zmod',par)
    Plot(  'Zimg','window | transp |' + fdmod.cgrey('',par))
    Result('Zimg','Zimg','Overlay')

    # WEMVA zero-offset
    zomig.s2i(  'ds' ,'ZFds','woz','slo',par) # forward   F(ds)
    zomig.i2s('ZFds','ZAFds','woz','slo',par) # adjoint A(F(ds))
    Result( 'ZFds','window | real | transp |'+ fdmod.cgrey('',par))
    Result('ZAFds','window | real | transp |'+ fdmod.cgrey('pclip=98',par))

    # ------------------------------------------------------------
    # shot-record 
    # ------------------------------------------------------------
    # data
    spmig.modelPW3('Smod','slo','sou','ref',par)
    Flow('Sdat','Smod',
         '''
         transp plane=23 |
         transp plane=12 |
         pad beg1=%(begw)d n1out=%(padw)d |
         fft1 inv=y |
         window f1=%(kt)d |
         pad n1out=%(nt)d |
         put o1=0 o2=%(xoff)g o3=%(xsou)g
         ''' % par)
    Result('Sdat',
           fdmod.dgrey('min2=%g max2=%g label2="Offset" screenratio=0.5 screenht=7'
                       %(par['xoff'],-par['xoff']),par))
    
    # wavefields
    spmig.wflds  ('dos','dor','wvl','Sdat',par)
    zomig.Cwfone3('wos','dos','slo',par) #   source
    zomig.Awfone3('wor','dor','slo',par) # receiver
    
    # migration
    spmig.imagePW3('Simg','cig','slo','dos','dor',par)
    Plot(  'Simg','window | transp |'+ fdmod.cgrey('',par))
    Result('Simg','Simg ss','Overlay')

    # WEMVA shot-record
    spmig.s2i(  'ds', 'SFds','wos','wor','slo',par) # forward   F(ds)
    spmig.i2s('SFds','SAFds','wos','wor','slo',par) # adjoint A(F(ds))
    Result( 'SFds','window | real | transp |'+ fdmod.cgrey('',par))
    Result('SAFds','window | real | transp |'+ fdmod.cgrey('pclip=98',par))

    # ------------------------------------------------------------
    for ispk in range(par['nspk']):
        i = par['ospk'] + ispk
        tag = str(i)

        par['xx']=par['nx']/2+i*par['jspk']
        par['xs']=par['xx']    # x start
        par['xe']=par['xx']    # x end
        par['zs']=par['nz']/2  # z start
        par['ze']=par['nz']/2  # z end

        # slowness perturbation
        Flow('ds'+tag,None,
             '''
             spike nsp=1 mag=1
             n1=%(nz)d d1=%(dz)g o1=%(oz)g k1=%(zs)d l1=%(ze)d
             n2=%(nx)d d2=%(dx)g o2=%(ox)g k2=%(xs)d l2=%(xe)d |
             put label1=z label2=x label3=y |
             smooth rect1=6 rect2=2 repeat=3 |
             scale axis=123 |
             scale rscale=0.00005 |
             transp plane=12 |
             transp plane=23 |
             rtoc
             ''' % par)
        Result('ds'+tag,'window | real | transp |'+ fdmod.cgrey('',par))

        # image perturbation
        Flow('di'+tag,'ZFds msk',
             '''
             window squeeze=n n1=1 f1=%(xx)d |
             pad beg1=%(xx)d n1out=%(nx)d |
             put o1=%(ox)g |
             math m=${SOURCES[1]} output="input*m"
             ''' %par)
        Result('di'+tag,'window | real | transp | smooth rect2=3 repeat=3 |'+ fdmod.cgrey('',par))

        # WEMVA zero-offset
        zomig.s2i(  'ds'+tag, 'ZFds'+tag,'woz','slo',par) # forward   F(ds)
        zomig.i2s('ZFds'+tag,'ZAFds'+tag,'woz','slo',par) # adjoint A(F(ds))
        zomig.i2s(  'di'+tag, 'ZAdi'+tag,'woz','slo',par) # adjoint   A(di)
        zomig.s2i('ZAdi'+tag,'ZFAdi'+tag,'woz','slo',par) # forward F(A(di))

        Result(   'ZFds'+tag,'window | real | transp |'+ fdmod.cgrey('',par))
        Result(  'ZAFds'+tag,'window | real | transp |'+ fdmod.cgrey('pclip=99.9',par))
        Result(   'ZAdi'+tag,'window | real | transp |'+ fdmod.cgrey('pclip=99.9',par))
        Result(  'ZFAdi'+tag,'window | real | transp |'+ fdmod.cgrey('',par))

        # WEMVA shot-record
        spmig.s2i(  'ds'+tag, 'SFds'+tag,'wos','wor','slo',par) # forward   F(ds)
        spmig.i2s('SFds'+tag,'SAFds'+tag,'wos','wor','slo',par) # adjoint A(F(ds))
        spmig.i2s(  'di'+tag, 'SAdi'+tag,'wos','wor','slo',par) # adjoint   A(di)
        spmig.s2i('SAdi'+tag,'SFAdi'+tag,'wos','wor','slo',par) # forward F(A(di))

        Result(   'SFds'+tag,'window | real | transp |'+ fdmod.cgrey('',par))
        Result(  'SAFds'+tag,'window | real | transp |'+ fdmod.cgrey('pclip=99.9',par))
        Result(   'SAdi'+tag,'window | real | transp |'+ fdmod.cgrey('pclip=99.9',par))
        Result(  'SFAdi'+tag,'window | real | transp |'+ fdmod.cgrey('',par))
Пример #2
0
def run(par):
    # ------------------------------------------------------------
    fdmod.point('ss1', par['xsou1'], par['oz'], par)
    fdmod.point('ss2', par['xsou2'], par['oz'], par)
    Plot('ss1', 'window      |' + fdmod.ssplot('plotcol=5', par))
    Plot('ss2', 'window      |' + fdmod.ssplot('plotcol=5', par))

    # ------------------------------------------------------------
    # velocity
    Plot('vel', fdmod.cgrey('bias=4.8 allpos=y pclip=99 color=j', par))
    Result('vel', 'vel ss1 ss2', 'Overlay')

    # slowness
    Flow(
        'slo', 'vel', '''
         math output=1/input |
         transp |
         transp plane=23 |
         put o2=0 d2=1 label2=y
         ''')
    Result(
        'slo',
        'window | transp |' + fdmod.cgrey('allpos=y pclip=95 bias=0.125', par))

    # reflectivity
    Flow(
        'ref', 'del', '''
         transp |
         transp plane=23 |
         put o2=0 d2=1 label2=y
         ''')
    Result('ref', 'window | transp |' + fdmod.cgrey('pclip=99', par))

    # ------------------------------------------------------------
    # wavelet
    fdmod.wavelet('wav', 8, par)
    Result('wav', 'window n1=500 |' + fdmod.waveplot('', par))

    # ------------------------------------------------------------
    for i in ('1', '2'):
        Flow(
            'spk' + i, 'wav', '''
             pad beg2=%d n2out=%d |
             put o2=%g d2=%g
             ''' % ((par['xsou' + i] - par['ox']) / par['dx'], par['nx'],
                    par['ox'], par['dx']))
        Result('spk' + i, fdmod.dgrey('pclip=100', par))

    # ------------------------------------------------------------
    for i in ('1', '2'):
        # source wavefield (from time to frequency)
        zomig.wflds('dds' + i, 'spk' + i, par)

        # wavefield extrapolation MODELING
        spmig.modelPW3('ddr' + i, 'slo', 'dds' + i, 'ref', par)

    # ------------------------------------------------------------
    # shots 1 and 2
    Flow('dds0', 'dds1 dds2', 'add ${SOURCES[1]}')
    Flow('ddr0', 'ddr1 ddr2', 'add ${SOURCES[1]}')  # both shots

    for i in ('1', '2', '0'):
        Result('dds' + i, 'window | real | smooth rect1=5 | sfgrey pclip=100')
        Result('ddr' + i, 'window | real | smooth rect1=5 | sfgrey pclip=100')

    # ------------------------------------------------------------
    # available dds[0,1,2], ddr[0,1,2], slo
    # ------------------------------------------------------------
    for i in ('1', '2', '0'):
        # recorded data (from frequency to time)
        Flow(
            'ttr' + i, 'ddr' + i, '''
             window |
             transp |
             pad beg1=%(fw)d n1out=%(kw)d |
             fft1 inv=y opt=n
             ''' % par)
        Result(
            'ttr' + i,
            fdmod.dgrey('pclip=100 min1=1 max1=6 screenratio=0.5 screenht=7',
                        par))

        # wavefield extrapolation MIGRATION
        spmig.imagePW3('ii' + i, 'cc' + i, 'slo', 'dds' + i, 'ddr' + i, par)
        Plot(
            'ii' + i, 'window min1=%(lox)d max1=%(hix)d | transp |' % par +
            fdmod.cgrey('pclip=99', par))
        Result('ii' + i, ['ii' + i, 'ss1', 'ss2'], 'Overlay')

    Flow('ii', 'ii1 ii2', 'add ${SOURCES[1]}')
    Plot(
        'ii', 'window min1=%(lox)d max1=%(hix)d | transp |' % par +
        fdmod.cgrey('pclip=100', par))
    Result('ii', ['ii', 'ss1', 'ss2'], 'Overlay')

    # ------------------------------------------------------------
    # datuming
    zomig.Cwfone3('wfs', 'dds0', 'slo', par)  # source wavefield for one shot
    zomig.Awfone3('wfr', 'ddr0', 'slo',
                  par)  # receiver wavefield for two shots

    # ------------------------------------------------------------
    # data in the time domain
    for k in ('s', 'r'):
        Flow(
            'q' + k, 'wf' + k, '''
             window min1=%(lox)d max1=%(hix)d j1=2 j3=2 |
             transp plane=23 memsize=500 |
             transp plane=12 memsize=500 |
             pad beg1=%(fw)d n1out=%(kw)d |
             fft1 inv=y opt=n |
             window max1=%(tcut)g
             ''' % par)

        Plot('q' + k,
             'window j3=10 |' + fdmod.dgrey('gainpanel=a pclip=99', par),
             view=1)

    Flow('qi', 'qs qr', 'add mode=p ${SOURCES[1]}')
    Plot('qi',
         'window j3=10 |' + fdmod.dgrey('gainpanel=a pclip=100', par),
         view=1)

    # SIC
    Flow(
        'kk', ['qs', 'qr'], '''
         sic3d ur=${SOURCES[1]} nbuf=500 verb=y stack=n
         oanga=%(oanga)g nanga=%(nanga)d danga=%(danga)g
         oangb=%(oangb)g nangb=%(nangb)d dangb=%(dangb)g
         nl=%(nl)d dl=%(dl)g
         sig=%(sig)g
         ''' % par)

    Plot('kk',
         'transp plane=23 | stack | transp |' + fdmod.cgrey('pclip=100', par))
    Result('kk', ['kk', 'ss1', 'ss2'], 'Overlay')
Пример #3
0
def run(par):
    # ------------------------------------------------------------
    fdmod.point('ss1',par['xsou1'],par['oz'],par)
    fdmod.point('ss2',par['xsou2'],par['oz'],par)
    Plot('ss1','window      |' + fdmod.ssplot('plotcol=5',par))
    Plot('ss2','window      |' + fdmod.ssplot('plotcol=5',par))

    # ------------------------------------------------------------
    # velocity
    Plot(  'vel',fdmod.cgrey('bias=4.8 allpos=y pclip=99 color=j',par))
    Result('vel','vel ss1 ss2','Overlay')

    # slowness
    Flow('slo','vel',
         '''
         math output=1/input |
         transp |
         transp plane=23 |
         put o2=0 d2=1 label2=y
         ''')
    Result('slo','window | transp |'
           + fdmod.cgrey('allpos=y pclip=95 bias=0.125',par))

    # reflectivity
    Flow('ref','del',
         '''
         transp |
         transp plane=23 |
         put o2=0 d2=1 label2=y
         ''')
    Result('ref','window | transp |' + fdmod.cgrey('pclip=99',par))
    
    # ------------------------------------------------------------
    # wavelet
    fdmod.wavelet('wav',8,par)
    Result('wav','window n1=500 |' + fdmod.waveplot('',par))

    # ------------------------------------------------------------
    for i in ('1','2'):
        Flow('spk'+i,'wav',
             '''
             pad beg2=%d n2out=%d |
             put o2=%g d2=%g
             ''' % ( (par['xsou'+i]-par['ox'])/par['dx'],par['nx'],par['ox'],par['dx']) )
        Result('spk'+i,fdmod.dgrey('pclip=100',par))
        
    # ------------------------------------------------------------
    for i in ('1','2'):
        # source wavefield (from time to frequency)
        zomig.wflds('dds'+i,'spk'+i,par)
        
        # wavefield extrapolation MODELING
        spmig.modelPW3('ddr'+i,'slo','dds'+i,'ref',par)
        
    # ------------------------------------------------------------
    # shots 1 and 2
    Flow('dds0','dds1 dds2','add ${SOURCES[1]}')
    Flow('ddr0','ddr1 ddr2','add ${SOURCES[1]}') # both shots

    for i in ('1','2','0'):
        Result('dds'+i,'window | real | smooth rect1=5 | sfgrey pclip=100')
        Result('ddr'+i,'window | real | smooth rect1=5 | sfgrey pclip=100')

    # ------------------------------------------------------------
    # available dds[0,1,2], ddr[0,1,2], slo
    # ------------------------------------------------------------
    for i in ('1','2','0'):
        # recorded data (from frequency to time) 
        Flow('ttr'+i,'ddr'+i,
             '''
             window |
             transp |
             pad beg1=%(fw)d n1out=%(kw)d |
             fft1 inv=y opt=n
             ''' % par)
        Result('ttr'+i,fdmod.dgrey('pclip=100 min1=1 max1=6 screenratio=0.5 screenht=7',par))
    
        # wavefield extrapolation MIGRATION
        spmig.imagePW3('ii'+i,'cc'+i,'slo','dds'+i,'ddr'+i,par)
        Plot(  'ii'+i,'window min1=%(lox)d max1=%(hix)d | transp |' %par
               + fdmod.cgrey('pclip=99',par))
        Result('ii'+i,['ii'+i,'ss1','ss2'],'Overlay')

    Flow('ii','ii1 ii2','add ${SOURCES[1]}')
    Plot('ii','window min1=%(lox)d max1=%(hix)d | transp |' %par
         + fdmod.cgrey('pclip=100',par))
    Result('ii',['ii','ss1','ss2'],'Overlay')
    
    # ------------------------------------------------------------
    # datuming
    zomig.Cwfone3('wfs','dds0','slo',par) # source wavefield for one shot
    zomig.Awfone3('wfr','ddr0','slo',par) # receiver wavefield for two shots

    # ------------------------------------------------------------
    # data in the time domain
    for k in ('s','r'):    
        Flow('q'+k,'wf'+k,
             '''
             window min1=%(lox)d max1=%(hix)d j1=2 j3=2 |
             transp plane=23 memsize=500 |
             transp plane=12 memsize=500 |
             pad beg1=%(fw)d n1out=%(kw)d |
             fft1 inv=y opt=n |
             window max1=%(tcut)g
             ''' % par)
        
        Plot('q'+k,'window j3=10 |' +
             fdmod.dgrey('gainpanel=a pclip=99',par),view=1)

    Flow(  'qi','qs qr','add mode=p ${SOURCES[1]}')
    Plot('qi','window j3=10 |'
           + fdmod.dgrey('gainpanel=a pclip=100',par),view=1)
        
    # SIC
    Flow('kk',['qs','qr'],
         '''
         sic3d ur=${SOURCES[1]} nbuf=500 verb=y stack=n
         oanga=%(oanga)g nanga=%(nanga)d danga=%(danga)g
         oangb=%(oangb)g nangb=%(nangb)d dangb=%(dangb)g
         nl=%(nl)d dl=%(dl)g
         sig=%(sig)g
         ''' % par)
    
    Plot('kk','transp plane=23 | stack | transp |'
           + fdmod.cgrey('pclip=100',par))
    Result('kk',['kk','ss1','ss2'],'Overlay')
Пример #4
0
def test(par):
    # ------------------------------------------------------------
    # source coordinate
    fdmod.point('ss', par['xsou'], par['zsou'], par)
    Plot('ss', fdmod.ssplot('', par))
    Result('vel', ['vel', 'ss'], 'Overlay')
    Result('ref', ['ref', 'ss'], 'Overlay')
    Result('img', ['img', 'ss'], 'Overlay')

    # slowness
    Flow(
        'slo', 'vel', '''
         transp |
         math "output=1/input" |
         spray axis=2 n=1 |
         put label2=y
         ''' % par)
    Result('slo',
           'window | transp |' + fdmod.cgrey('allpos=y bias=0.065', par))

    # migration wavelet
    Flow(
        'wvl', None, '''
         spike nsp=1 mag=1
         n1=%(nt)d d1=%(dt)g o1=0        k1=1
         n2=1      d2=%(dx)g o2=%(xsou)g |
         scale axis=123 |
         put label1=t label2=x label3=y
         ''' % par)

    # modeling wavelet (time domain)
    Flow(
        'wav', None, '''
         spike nsp=1 mag=1
         n1=%(nt)d d1=%(dt)g o1=0   k1=%(kt)d
         n2=1      d2=%(dx)g o2=%(xsou)g |
         ricker1 frequency=%(frq)g |
         scale axis=123 |
         put label1=t label2=x label3=y
         ''' % par)
    Result('wav', 'window n1=200 |' + fdmod.waveplot('', par))

    # modeling wavelet (frequency domain)
    Flow(
        'sou', 'wav', '''
         fft1 |
         window squeeze=n n1=%(nw)d min1=%(ow)g |
         pad beg2=%(xpad)d n2out=%(nx)d |
         put label1=w label2=x label3=y |
         transp memsize=250 plane=12 |
         transp memsize=250 plane=23 
         ''' % par)

    # global slowness perturnation
    Flow(
        'ds', None, '''
         spike nsp=1 mag=0.00005
         n1=%(nz)d d1=%(dz)g o1=%(oz)g
         n2=%(nx)d d2=%(dx)g o2=%(ox)g |
         put label1=z label2=x label3=y |
         smooth rect1=1 rect2=1 |
         transp plane=12 |
         transp plane=23 |
         rtoc
         ''' % par)
    Plot('ds', 'window | real | transp |' + fdmod.cgrey('pclip=99.9', par))

    # ------------------------------------------------------------
    # zero-offset
    # ------------------------------------------------------------
    # data
    zomig.model3('Zmod', 'slo', 'img', par)
    Flow(
        'Zdat', 'Zmod', '''
         transp plane=23 |
         transp plane=12 |
         pad beg1=%(begw)d n1out=%(padw)d |
         fft1 inv=y |
         put o1=0 label1=t label2=x
         ''' % par)
    Result('Zdat', fdmod.dgrey('screenratio=0.5 screenht=7', par))

    # wavefield
    zomig.Awftwo3('woz', 'Zmod', 'slo', par)

    # migration
    zomig.image3('Zimg', 'slo', 'Zmod', par)
    Plot('Zimg', 'window | transp |' + fdmod.cgrey('', par))
    Result('Zimg', 'Zimg', 'Overlay')

    # WEMVA zero-offset
    zomig.s2i('ds', 'ZFds', 'woz', 'slo', par)  # forward   F(ds)
    zomig.i2s('ZFds', 'ZAFds', 'woz', 'slo', par)  # adjoint A(F(ds))
    Result('ZFds', 'window | real | transp |' + fdmod.cgrey('', par))
    Result('ZAFds', 'window | real | transp |' + fdmod.cgrey('pclip=98', par))

    # ------------------------------------------------------------
    # shot-record
    # ------------------------------------------------------------
    # data
    spmig.modelPW3('Smod', 'slo', 'sou', 'ref', par)
    Flow(
        'Sdat', 'Smod', '''
         transp plane=23 |
         transp plane=12 |
         pad beg1=%(begw)d n1out=%(padw)d |
         fft1 inv=y |
         window f1=%(kt)d |
         pad n1out=%(nt)d |
         put o1=0 o2=%(xoff)g o3=%(xsou)g
         ''' % par)
    Result(
        'Sdat',
        fdmod.dgrey(
            'min2=%g max2=%g label2="Offset" screenratio=0.5 screenht=7' %
            (par['xoff'], -par['xoff']), par))

    # wavefields
    spmig.wflds('dos', 'dor', 'wvl', 'Sdat', par)
    zomig.Cwfone3('wos', 'dos', 'slo', par)  #   source
    zomig.Awfone3('wor', 'dor', 'slo', par)  # receiver

    # migration
    spmig.imagePW3('Simg', 'cig', 'slo', 'dos', 'dor', par)
    Plot('Simg', 'window | transp |' + fdmod.cgrey('', par))
    Result('Simg', 'Simg ss', 'Overlay')

    # WEMVA shot-record
    spmig.s2i('ds', 'SFds', 'wos', 'wor', 'slo', par)  # forward   F(ds)
    spmig.i2s('SFds', 'SAFds', 'wos', 'wor', 'slo', par)  # adjoint A(F(ds))
    Result('SFds', 'window | real | transp |' + fdmod.cgrey('', par))
    Result('SAFds', 'window | real | transp |' + fdmod.cgrey('pclip=98', par))

    # ------------------------------------------------------------
    for ispk in range(par['nspk']):
        i = par['ospk'] + ispk
        tag = str(i)

        par['xx'] = par['nx'] / 2 + i * par['jspk']
        par['xs'] = par['xx']  # x start
        par['xe'] = par['xx']  # x end
        par['zs'] = par['nz'] / 2  # z start
        par['ze'] = par['nz'] / 2  # z end

        # slowness perturbation
        Flow(
            'ds' + tag, None, '''
             spike nsp=1 mag=1
             n1=%(nz)d d1=%(dz)g o1=%(oz)g k1=%(zs)d l1=%(ze)d
             n2=%(nx)d d2=%(dx)g o2=%(ox)g k2=%(xs)d l2=%(xe)d |
             put label1=z label2=x label3=y |
             smooth rect1=6 rect2=2 repeat=3 |
             scale axis=123 |
             scale rscale=0.00005 |
             transp plane=12 |
             transp plane=23 |
             rtoc
             ''' % par)
        Result('ds' + tag, 'window | real | transp |' + fdmod.cgrey('', par))

        # image perturbation
        Flow(
            'di' + tag, 'ZFds msk', '''
             window squeeze=n n1=1 f1=%(xx)d |
             pad beg1=%(xx)d n1out=%(nx)d |
             put o1=%(ox)g |
             math m=${SOURCES[1]} output="input*m"
             ''' % par)
        Result(
            'di' + tag, 'window | real | transp | smooth rect2=3 repeat=3 |' +
            fdmod.cgrey('', par))

        # WEMVA zero-offset
        zomig.s2i('ds' + tag, 'ZFds' + tag, 'woz', 'slo',
                  par)  # forward   F(ds)
        zomig.i2s('ZFds' + tag, 'ZAFds' + tag, 'woz', 'slo',
                  par)  # adjoint A(F(ds))
        zomig.i2s('di' + tag, 'ZAdi' + tag, 'woz', 'slo',
                  par)  # adjoint   A(di)
        zomig.s2i('ZAdi' + tag, 'ZFAdi' + tag, 'woz', 'slo',
                  par)  # forward F(A(di))

        Result('ZFds' + tag, 'window | real | transp |' + fdmod.cgrey('', par))
        Result('ZAFds' + tag,
               'window | real | transp |' + fdmod.cgrey('pclip=99.9', par))
        Result('ZAdi' + tag,
               'window | real | transp |' + fdmod.cgrey('pclip=99.9', par))
        Result('ZFAdi' + tag,
               'window | real | transp |' + fdmod.cgrey('', par))

        # WEMVA shot-record
        spmig.s2i('ds' + tag, 'SFds' + tag, 'wos', 'wor', 'slo',
                  par)  # forward   F(ds)
        spmig.i2s('SFds' + tag, 'SAFds' + tag, 'wos', 'wor', 'slo',
                  par)  # adjoint A(F(ds))
        spmig.i2s('di' + tag, 'SAdi' + tag, 'wos', 'wor', 'slo',
                  par)  # adjoint   A(di)
        spmig.s2i('SAdi' + tag, 'SFAdi' + tag, 'wos', 'wor', 'slo',
                  par)  # forward F(A(di))

        Result('SFds' + tag, 'window | real | transp |' + fdmod.cgrey('', par))
        Result('SAFds' + tag,
               'window | real | transp |' + fdmod.cgrey('pclip=99.9', par))
        Result('SAdi' + tag,
               'window | real | transp |' + fdmod.cgrey('pclip=99.9', par))
        Result('SFAdi' + tag,
               'window | real | transp |' + fdmod.cgrey('', par))