TY - JOUR
T1 - Compensating the attenuation effects in the full waveform inversion with dissipation-dispersion decoupling
AU - Xing, Guangchi
AU - Zhu, Tieyuan
N1 - Publisher Copyright:
© 2023 Society of Exploration Geophysicists. All rights reserved.
PY - 2023/6/8
Y1 - 2023/6/8
N2 - Seismic attenuation poses challenges to velocity model building from the acoustic/elastic full waveform inversion (FWI). In particular, when constructing the FWI gradient for velocity inversion, recent studies have shown that the high-attenuation structure could distort the gradient by damping the amplitudes and shifting the kinematic phases, resulting in an imbalanced update and thus unreliable velocity model. These Q-effects are particularly significant in the reflection acquisition geometry due to the “double-damping” issue. Here we propose a Q-compensated FWI algorithm for constructing a Q-free FWI gradient. By using a recently developed viscoacoustic wave propagator, this compensation can be done conveniently by keeping the dispersion term and flipping the dissipation term in the wave equation when we simulate both the forward and the time-reversed adjoint wavefields. The resultant gradient obtained by interacting these two wavefields has correct kinematics and Q-free amplitudes. This Q-compensated FWI can balance the update between Q- and no-Q-areas, which we demonstrate using synthetic examples. In addition, we also illustrate how to take advantage of the dissipation-dispersion decoupling to determine the anomalous Q value in the Q model building workflow via the Q-compensated reverse-time migration.
AB - Seismic attenuation poses challenges to velocity model building from the acoustic/elastic full waveform inversion (FWI). In particular, when constructing the FWI gradient for velocity inversion, recent studies have shown that the high-attenuation structure could distort the gradient by damping the amplitudes and shifting the kinematic phases, resulting in an imbalanced update and thus unreliable velocity model. These Q-effects are particularly significant in the reflection acquisition geometry due to the “double-damping” issue. Here we propose a Q-compensated FWI algorithm for constructing a Q-free FWI gradient. By using a recently developed viscoacoustic wave propagator, this compensation can be done conveniently by keeping the dispersion term and flipping the dissipation term in the wave equation when we simulate both the forward and the time-reversed adjoint wavefields. The resultant gradient obtained by interacting these two wavefields has correct kinematics and Q-free amplitudes. This Q-compensated FWI can balance the update between Q- and no-Q-areas, which we demonstrate using synthetic examples. In addition, we also illustrate how to take advantage of the dissipation-dispersion decoupling to determine the anomalous Q value in the Q model building workflow via the Q-compensated reverse-time migration.
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U2 - 10.1190/geo2022-0614.1
DO - 10.1190/geo2022-0614.1
M3 - Article
AN - SCOPUS:85162204708
SN - 0016-8033
VL - 88
JO - Geophysics
JF - Geophysics
IS - 5
ER -