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Structurally Consistent Elastic Frequency- Controllable Envelope Inversion for P- and S-Wave Velocity Model Building

  • Xi'an Jiaotong University
  • University of Alberta

Research output: Contribution to journalArticlepeer-review

Abstract

Elastic full-waveform inversion (EFWI) can simultaneously build multiple subsurface parameters. However, EFWI faces the ill-posed problem and the multiparameter coupling effects. Building accurate initial P- and S-wave velocity models is crucial for mitigating these issues and ensuring the convergence of EFWI. Yet, limitations of acquisition systems and different sensitivities of P- and S-waves to wavenumber components pose significant challenges in simultaneously building P- and S-wave velocity models with structural consistency. These issues may result in additional iterations, or in some cases, even nonconvergence. Aiming to build accurate long-wavelength velocity models with high structural consistency, a novel structurally consistent elastic frequency-controllable envelope inversion (SC-EFCEI) method is proposed in this article. SC-EFCEI performs multiscale inversion using elastic frequency-controllable envelope data to build long-wavelength models, and additionally introduces structural constraints between different velocity gradients via automatic differentiation (AD) to enforce consistency between the inverted P- and S-wave velocity models. Numerical experiments on the elastic Overthrust model, modified Marmousi2 model, and Chevron 2014 blind dataset verified the effectiveness of the proposed inversion method. The inverted P- and S-wave velocity models both successfully reveal the large-scale features of the velocity model while exhibiting good structural consistency, which can be used as good initial models for EFWI.

Original languageEnglish
Article number4510921
JournalIEEE Transactions on Geoscience and Remote Sensing
Volume63
DOIs
StatePublished - 2025

Keywords

  • Automatic differentiation (AD)
  • elastic full-waveform inversion (EFWI)
  • multiple parameters
  • structural constraint

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