Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur...

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Viscoelastic scattering potentials and full waveform inversion sensitivities Shahpoor Moradi Kris Innanen

Transcript of Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur...

Page 1: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Viscoelastic scattering potentials and full waveform inversion

sensitivities

Shahpoor MoradiKris Innanen

Page 2: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Outline

• Motivations: Scattering and exploration seismology

• Scattering theory• Elastic scattering potential• Viscoelastic scattering potential• Viscoelastic sensitivities• Conclusion and future direction

Page 3: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Motivations

• Quantification of the wave propagation in complex realisticmedia.

• Modeling of inhomogeneous wave propagation.

• Direct inverse scattering for seismic data processing.

• Inversion in attenuating media

• Mathematical form of full waveform inversion updates andsensitivities for determining and .

Page 4: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Scattering theory

Perturbation operatorReference

medium(unperturbed)

Actual medium(perturbed)

Perturbation in the properties of

a medium

Wave-field experienced the

perturbed medium

Page 5: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Forward Scattering

• Reference medium• Reference wave-field • Perturbation operator

Actual wave-field

Backward Scattering

• Reference medium• Reference wave-field • Actual wave-field

Perturbation operator

Page 6: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Lippmann–Schwinger equation

Reference medium

Actual medium

Scattering operator

Lippmann–Schwinger equation

Scattered field operator

Page 7: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Born Series

Page 8: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Elastic scattering potential

For isotropic, elastic earth the wave equation is given by

Scattering potential

Page 9: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Perturbation parameters

P- and S-velocity

Elastic scattering potential

Bulk modulus

Page 10: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

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Scattering Potential transformation(Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012)

Page 11: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Strain

Stre

ss

Elastic

Viscoelastic Scattering Potential

Strain

Energy loss

Viscoelastic

Stre

ss

Page 12: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

1) Viscoelastic Scattering Operator

2) Definition of orthogonal frame constructed by displacement vectors

Page 13: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

P-waves S-I waves S-II wavesInhomogeneous

Homogeneous

Inhomogeneous waves

Page 14: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Framework for inhomogeneous waves

n

n

n

Roger D. Borcherdt, Viscoelastic Waves in Layered Media, (2009)

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Transformation ofScattering Potential

Page 16: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Viscoelastic P-P scattering element

Elastic P-P scattering element

Page 17: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

HM-HM HM-IHM

IHM-HM IHM-IHM

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0.212

30

Scattering of homogeneous P-wave to inhomogeneous P-wave

Elastic

Difference

Page 19: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

Elastic

Difference

Page 20: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

VISCOELASTIC SENSITIVITIES

Sensitivity of the P-P field to

Page 21: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

1) Construction of the scattering potential for a viscoelastic medium based onStolt and Weglein method.

2) We explicitly demonstrate that the components of the scattering potentialrelated to the scattering of SII-waves to P- and SI waves are zero. In otherwords SII-waves can only scattered to SII-waves.

3) We have shown that viscoelastic scattering potential can be expressed aselastic scattering potential plus an additional perturbing term related to theinhomogeneity of waves and quality factors of P- and S-waves.

4) Investigation of sensitivities to make up the gradient for FWI.5) Q estimation based on amplitude attenuation for inverse Q filtering.6) Viscoelastic AVO approximations.

Conclusions and future direction

Page 22: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic

CREWES sponsors.Kris Innanen.Shahin Moradi. Hassan Khaniani.

Page 23: Viscoelastic scattering potentials and full waveform ...€¦ · (Robert H. Stolt, Professor Arthur B. Weglein Seismic Imaging and Inversion, 2012) Strain Stress Elastic Viscoelastic