Seismic shot-encoding schemes for waveform inversion
File(s)2020_Duarte_JGE_gxaa051.pdf (9.56 MB)
Published version
Author(s)
Duarte, Edwin Fagua
da Costa, Carlos AN
de Araújo, João M
Wang, Yanghua
Rao, Ying
Type
Journal Article
Abstract
A shot-encoding technique can be used in seismic waveform inversion to significantly reduce the computational cost by reducing the number of seismic simulations in the inversion procedure. Here we developed two alternative shot-encoding schemes to perform simultaneous-sources
waveform inversion. The first scheme (I) encodes shot gathers with random-phase rotations applied to seismic traces. The second scheme (II) encodes shot gathers with random static time shifts. The well-known polarity encoding scheme (III) is just a special case of the random-phase
rotation scheme. The second scheme is a variation of the conventional static shift encoding (IV), but the static time shifts in the second scheme are limited to one period of the dominant frequency. All encoded shot gathers are added up into a single super-shot gather for seismic
waveform inversion.We perform the time-domain waveform inversion experiments, using these shot-encoding schemes in conjunction with a restarted L-BFGS algorithm in the iterative inversion. The effectiveness and efficiency analyses demonstrate that the two shot-encoding
schemes (I and II) proposed in this papermay improve the convergence of the iterative inversion, reduce the crosstalk effect among shots and consequently produce a subsurface velocity model with a high resolution.
waveform inversion. The first scheme (I) encodes shot gathers with random-phase rotations applied to seismic traces. The second scheme (II) encodes shot gathers with random static time shifts. The well-known polarity encoding scheme (III) is just a special case of the random-phase
rotation scheme. The second scheme is a variation of the conventional static shift encoding (IV), but the static time shifts in the second scheme are limited to one period of the dominant frequency. All encoded shot gathers are added up into a single super-shot gather for seismic
waveform inversion.We perform the time-domain waveform inversion experiments, using these shot-encoding schemes in conjunction with a restarted L-BFGS algorithm in the iterative inversion. The effectiveness and efficiency analyses demonstrate that the two shot-encoding
schemes (I and II) proposed in this papermay improve the convergence of the iterative inversion, reduce the crosstalk effect among shots and consequently produce a subsurface velocity model with a high resolution.
Date Issued
2020-08-13
Date Acceptance
2020-07-24
Citation
Journal of Geophysics and Engineering, 2020, 17 (5), pp.906-913
ISSN
1742-2132
Publisher
Oxford University Press (OUP)
Start Page
906
End Page
913
Journal / Book Title
Journal of Geophysics and Engineering
Volume
17
Issue
5
Copyright Statement
© The Author(s) 2020. Published by Oxford University Press on behalf of the Sinopec Geophysical Research Institute. This is an Open Access article distributed under the terms of
the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium,
provided the original work is properly cited.
the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium,
provided the original work is properly cited.
License URL
Identifier
https://academic.oup.com/jge/advance-article/doi/10.1093/jge/gxaa051/5892361
Subjects
Science & Technology
Physical Sciences
Geochemistry & Geophysics
FWI
seismic tomography
shot encoding
simultaneous-shot scheme
waveform tomography
TOMOGRAPHY
Geochemistry & Geophysics
0404 Geophysics
0905 Civil Engineering
Publication Status
Published
Date Publish Online
2020-08-13