FULL WAVEFORM INVERSION OF VISCOELASTIC MEDIUM BASED ON GRADIENT PREPROCESSING

被引:0
|
作者
Xu, Yipeng [1 ,2 ,3 ]
Zhang, Kai [1 ,2 ]
LI, Zhenchun [1 ,2 ]
He, Zilin [1 ,2 ,3 ]
Wang, Jichuan [1 ,2 ]
Gao, Jinfeng [1 ,2 ]
机构
[1] China Univ Petr East China, Sch Geosci, SWPI, Qingdao 266580, Peoples R China
[2] China Univ Petr East China, Shandong Prov Key Lab Deep Oil & Gas, Qingdao 266580, Peoples R China
[3] Geophys Res Inst Sinopec Shengli Oilfield Corp, Dongying 257022, Peoples R China
来源
JOURNAL OF SEISMIC EXPLORATION | 2022年 / 31卷 / 06期
基金
中国国家自然科学基金;
关键词
viscoelastic media; gradient preprocessing; Kelvin-Voigt model; full waveform inversion;
D O I
暂无
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
The subsurface medium exists mainly in a viscoelastic form, and there are two phenomena: amplitude attenuation and phase dispersion. However, the full waveform inversion is used to inverse the subsurface medium parameters in a large scale way, and the phase dispersion phenomenon is more often solved by migration. Therefore, we investigate the Kelvin-Voigt model with only amplitude attenuation. In this paper, we derive the back propagation wavefield formulation and gradient formulation for full waveform inversion of viscoelastic media based on the Kelvin-Voigt model, and analyze the correctness and feasibility of the method. Also, in viscoelastic media, low velocity geological bodies may cause the gradient of the full waveform inversion to fall into local convergence. It is shown that the gradient preprocessing method based on the pseudo-Hessian operator can suppress the gradient from falling into local convergence. Therefore, this manuscript incorporates a pseudo-Hessian operator for gradient preprocessing and derives a gradient preprocessing formulation for full waveform inversion of viscoelastic media based on gradient preprocessing, which solves the problem that the inversion gradient falls into local convergence. It is demonstrated through examples that the method can solve the problem of the inversion gradient falling into local convergence caused by the low-velocity body in the full waveform inversion of viscoelastic media.
引用
收藏
页码:579 / 596
页数:18
相关论文
共 50 条
  • [41] Full waveform inversion with random shot selection using adaptive gradient descent
    Kuldeep
    Shekar, Bharath
    [J]. JOURNAL OF EARTH SYSTEM SCIENCE, 2021, 130 (04)
  • [42] Full waveform inversion with random shot selection using adaptive gradient descent
    Bharath Kuldeep
    [J]. Journal of Earth System Science, 2021, 130
  • [43] Diffraction-angle filtering of gradient for acoustic full-waveform inversion
    Oh, Ju-Won
    Cheng, Jiubing
    Min, Dong-Joo
    [J]. GEOPHYSICS, 2021, 86 (02) : R173 - R185
  • [44] A review on the systematic formulation of 3-D multiparameter full waveform inversion in viscoelastic medium (vol 207, pg 129, 2016)
    Yang, Pengliang
    Brossier, Romain
    Metivier, Ludovic
    Virieux, Jean
    [J]. GEOPHYSICAL JOURNAL INTERNATIONAL, 2018, 212 (03) : 1694 - 1695
  • [45] Full waveform inversion based on initial model built from envelope inversion
    YIN Chang
    SUN Jianguo
    MIAO He
    YAN Hongqun
    [J]. Global Geology, 2018, 21 (01) : 62 - 67
  • [46] A gradient-based Markov chain Monte Carlo method for full-waveform inversion and uncertainty analysis
    Zhao, Zeyu
    Sen, Mrinal K.
    [J]. GEOPHYSICS, 2021, 86 (01) : R15 - R30
  • [47] Attenuation Sensitivity Kernel Analysis in Viscoelastic Full-Waveform Inversion Based on the Generalized Standard Linear Solid Rheology
    Song, Jianyong
    Cao, Hong
    Pan, Wenyong
    Yang, Zhifang
    Li, Hongbing
    Lu, Minghui
    Hu, Xinhai
    [J]. SURVEYS IN GEOPHYSICS, 2023, 44 (04) : 1041 - 1073
  • [48] Waveform inversion with structural regularizing constraint based on gradient decomposition
    Wang, Ziying
    Wang, Jianhua
    Sun, Wenbo
    Huang, Jianping
    Li, Zhenchun
    Wang, Yandong
    [J]. JOURNAL OF GEOPHYSICS AND ENGINEERING, 2024, 21 (04) : 1119 - 1137
  • [49] Attenuation Sensitivity Kernel Analysis in Viscoelastic Full-Waveform Inversion Based on the Generalized Standard Linear Solid Rheology
    Jianyong Song
    Hong Cao
    Wenyong Pan
    Zhifang Yang
    Hongbing Li
    Minghui Lu
    Xinhai Hu
    [J]. Surveys in Geophysics, 2023, 44 : 1041 - 1073
  • [50] Ensemble-based uncertainty estimation in full waveform inversion
    Thurin, J.
    Brossier, R.
    Metivier, L.
    [J]. GEOPHYSICAL JOURNAL INTERNATIONAL, 2019, 219 (03) : 1613 - 1635