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paul.sava@stanford. edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

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Page 1: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Wave-equation migration velocity analysis

Paul Sava* Stanford University

Biondo Biondi Stanford University

Sergey Fomel UT Austin

Page 2: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

The problem

• Depth imaging– image: migration – velocity: migration velocity analysis

• Migration and MVA are inseparable

• “Everyhing depends on v(x,y,z)” » JF Claerbout, 1999

Page 3: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

An approximation

Page 4: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

A better approximation

Page 5: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

In the “big picture”

• Kirchhoff migration

• traveltime tomography

wavefronts

• wave-equation migration

• wave-equation MVA (WEMVA)

wavefields

Page 6: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Agenda

Theoretical background

WEMVA methodology

Scattering

Imaging

Non-linear operator

Linear operator

Image perturbation

WEMVA applications

Page 7: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Wavefield scattering

Page 8: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Wavefield scattering

Page 9: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Scattered wavefield

Medium perturbation

Wavefield perturbation

sfΔW

Page 10: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Agenda

Theoretical background

WEMVA methodology

Scattering

Imaging

Non-linear operator

Linear operator

Image perturbation

WEMVA applications

Page 11: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Imaging: Correct velocity

Background velocity

Migrated image

Reflectivity model

What the data tell us...What migration does...

location

depth

location

depth

depthdepth

depth

Page 12: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Imaging: Incorrect velocity

Perturbed velocity

Migrated image

Reflectivity model

What the data tell us...What migration does...

location

depth

location

depth

depthdepth

depth

Page 13: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

WEMVA objective

Velocity perturbation

Image perturbation

slownessperturbation(unknown)

WEMVAoperator

imageperturbation

(known)

location

depth

location

depth

sLΔR

Page 14: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Agenda

Theoretical background

WEMVA methodology

Scattering

Imaging

Non-linear operator

Linear operator

Image perturbation

WEMVA applications

Page 15: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Double Square-Root Equation

Wikdz

dWz

Δsds

dkkk

0

0

ss

zzz

Fourier Finite DifferenceGeneralized Screen Propagator

Δzikz

Δzzze

W

W

Wavefield extrapolation

βΔsΔzz

0

Δzz

eW

W

βΔsΔzikΔzik0zz

Page 16: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Slowness perturbation

0s Δss0

Δzz0W

z

Δzz

βΔsΔzz0 eW

Page 17: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

1eWΔW βΔs0

slownessperturbation

backgroundwavefield

wavefieldperturbation

Wavefield perturbation

z

Δzz0s Δss0

ΔW

Δs

Page 18: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Agenda

Theoretical background

WEMVA methodology

Scattering

Imaging

Non-linear operator

Linear operator

Image perturbation

WEMVA applications

Page 19: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Linearizations

Unit circle

βΔs2

βΔs2eβΔs

βΔs1

1eβΔs

βΔs1eβΔs 1eWΔW βΔs0

Born approximation

βΔse

Page 20: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

ξβΔs1

βΔsξ11eβΔs

Linearizations

0.5ξ

Unit circle

1eWΔW βΔs0

βΔse

0,1ξ

Page 21: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Linearizations

0,1ξ

0.5ξ

Unit circle

1eWΔW βΔs0

βΔse

βΔsξΔWWΔW 0

Page 22: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Linear WEMVA

slownessperturbation(unknown)

WEMVAoperator

imageperturbation

(known)

sLΔR 0,1ξ

βΔsξΔWWΔW 0 1eWΔW βΔs0

Page 23: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Agenda

Theoretical background

WEMVA methodology

Scattering

Imaging

Non-linear operator

Linear operator

Image perturbation

WEMVA applications

Page 24: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Correct velocity

Page 25: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Incorrect velocity

Page 26: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Image perturbation0R

R

0RRΔR

Page 27: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Failure!

0RRΔR

Page 28: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Small phase limitation

Page 29: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

What can we do?

• Define another objective function– e.g. DSO

• Construct an image perturbation which obeys the Born approximation

• ...

Page 30: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Residual migration

ρ

0ρ RfR

Page 31: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Analytical image perturbation

0RRΔR

0ρ RfR

Δρdρ

dRΔR

0ρρ

Computed analytically

Picked from data

Page 32: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Analytical image perturbation

Δρ

0ρρdρ

dR

0R

Page 33: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Image perturbations comparison

Δρdρ

dRΔR

0ρρ

0RRΔR

sLΔR

Page 34: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Slowness perturbations

Δρdρ

dRΔR

0ρρ

0RRΔR

sLΔR

Page 35: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Migrated images

Δρdρ

dRΔR

0ρρ

0RRΔR

sLΔR

Page 36: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Migrated images: angle gathers

Δρdρ

dRΔR

0ρρ

0RRΔR

sLΔR

Page 37: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Agenda

Theoretical background

WEMVA methodology

Scattering

Imaging

Non-linear operator

Linear operator

Image perturbation

WEMVA applications

Page 38: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Other applications

• 4-D seismic monitoring– image perturbations over time– no need to construct

• Focusing MVA– zero offset data

Page 39: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

4D seismic monitoring

Page 40: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

4D seismic monitoring

Page 41: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

4D seismic monitoring

Page 42: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Focusing MVA

Incorrect image

Correct image

Page 43: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Focusing MVA

Page 44: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Focusing MVA

Page 45: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Focusing MVA

Page 46: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Focusing MVA

Page 47: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Focusing MVA

Page 48: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Focusing MVA

Page 49: Paul.sava@stanford.edu Wave-equation migration velocity analysis Paul Sava* Stanford University Biondo Biondi Stanford University Sergey Fomel UT Austin

[email protected]

Summary

• Wave-equation MVA• wavefield extrapolation• image space objective• focusing and moveouts • interpretation guided

• Linearization• linear operator• construct image perturbations