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Robust joint full-waveform inversion of time-lapse seismic data sets with total-variation regularization

2014/08/04 by Musa Maharramov, Maharramov, Musa, Biondo Biondi +1
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #65Z05 #Drilling and Well Engineering #FOS: Physical sciences #Geophysics (physics.geo-ph) #Hydraulic Fracturing and Reservoir Analysis #Seismic Imaging and Inversion Techniques #msc:65Z05 #physics.geo-ph

paper · pdf · doi:10.48550/arxiv.1408.0645

10 pages, 6 figures

openalex publication_date 2014/08/04 · arxiv created 2014/09/29 · arxiv updated 2014/09/30 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We present a technique for reconstructing subsurface velocity model changes from time-lapse seismic survey data using full-waveform inversion (FWI). The technique is based on simultaneously inverting multiple survey vintages, with model difference regularization using the total variation (TV) seminorm. We compare the new TV-regularized time-lapse FWI with the L2-regularized joint inversion proposed in our earlier work, using synthetic data sets that exhibit survey repeatability issues. The results demonstrate clear advantages of the proposed TV-regularized joint inversion over alternatives methods for recovering production-induced model changes that are due to both fluid substitution and geomechanical effects.

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