Acoustic- and elastic-waveform inversion with total generalized p-variation regularization

Gao, Kai; Huang, Lianjie

doi:10.1093/gji/ggz203

Title: Acoustic- and elastic-waveform inversion with total generalized p-variation regularization

Journal Article · Thu May 02 00:00:00 EDT 2019 · Geophysical Journal International

DOI:https://doi.org/10.1093/gji/ggz203· OSTI ID:1525828

Gao, Kai ^[1]; Huang, Lianjie ^[1]

Los Alamos National Lab. (LANL), Los Alamos, NM (United States)

Geophysical models usually contain both sharp interfaces and smooth variations, and it is difficult to accurately account for both of these two types of medium parameter variations using conventional full-waveform inversion methods. We develop a novel full-waveform inversion method for acoustic and elastic waves using a total generalized p-variation regularization scheme to address these challenging problems. We decompose the full-waveform inversion into two subproblems and solve these two minimization subproblems using an alternating-direction minimization strategy. One significant advantage of the total generalized p-variation regularization scheme is that it can simultaneously reconstruct sharp interfaces and smooth background variations of geophysical parameters. Such capability can also effectively suppress the noises in source-encoded inversion and sparse-data inversion, or inversion of noisy data. We demonstrate the advantages of our full-waveform inversion method using a checkerboard model, a modified elastic SEG/EAGE overthrust model, and a land field seismic data set. Our conclusions of synthetic and field seismic data demonstrate that our method reconstructs both smooth background variations and sharp interfaces of subsurface geophysical properties accurately, and provides a useful tool for accurate and reliable inversion of field seismic data.

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Research Organization:: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE). Geothermal Technologies Office (EE-4G)

Grant/Contract Number:: 89233218CNA000001

OSTI ID:: 1525828

Report Number(s):: LA-UR-18-22336

Journal Information:: Geophysical Journal International, Vol. 218, Issue 2; ISSN 0956-540X

Publisher:: Oxford University PressCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 25 works

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