Full waveform inversion of seismic waves reflected in a stratified porous medium

被引:26
|
作者
De Barros, Louis [1 ,2 ]
Dietrich, Michel [1 ,3 ]
Valette, Bernard [4 ]
机构
[1] Univ Grenoble 1, Lab Geophys Interne & Tectonophys, CNRS, F-38041 Grenoble 9, France
[2] Univ Coll Dublin, Sch Geol Sci, Dublin 4, Ireland
[3] IFP, Dept Geophys, F-92852 Rueil Malmaison, France
[4] Univ Savoie, Lab Geophys Interne & Tectonophys, IRD, CNRS, F-73376 Le Bourget Du Lac, France
关键词
Inverse theory; Permeability and porosity; Controlled source seismology; Computational seismology; FREQUENCY-DOMAIN; VELOCITY; POROSITY; MODEL;
D O I
10.1111/j.1365-246X.2010.04696.x
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
P>In reservoir geophysics applications, seismic imaging techniques are expected to provide as much information as possible on fluid-filled reservoir rocks. Since seismograms are, to some degree, sensitive to the mechanical parameters and fluid properties of porous media, inversion methods can be devised to directly estimate these quantities from the waveforms obtained in seismic reflection experiments. An inversion algorithm that uses a generalized least-squares, quasi-Newton approach is described to determine the porosity, permeability, interstitial fluid properties and mechanical parameters of porous media. The proposed algorithm proceeds by iteratively minimizing a misfit function between observed data and synthetic wavefields computed with the Biot theory. Simple models consisting of plane-layered, fluid-saturated and poro-elastic media are considered to demonstrate the concept and evaluate the performance of such a full waveform inversion scheme. Numerical experiments show that, when applied to synthetic data, the inversion procedure can accurately reconstruct the vertical distribution of a single model parameter, if all other parameters are perfectly known. However, the coupling between some of the model parameters does not permit the reconstruction of several model parameters at the same time. To get around this problem, we consider composite parameters defined from the original model properties and from a priori information, such as the fluid saturation rate or the lithology, to reduce the number of unknowns. Another possibility is to apply this inversion algorithm to time-lapse surveys carried out for fluid substitution problems, such as CO2 injection, since in this case only a few parameters may vary as a function of time. We define a two-step differential inversion approach which allows us to reconstruct the fluid saturation rate in reservoir layers, even though the medium properties are poorly known.
引用
收藏
页码:1543 / 1556
页数:14
相关论文
共 50 条
  • [31] Constrained Full Waveform Inversion for Borehole Multicomponent Seismic Data
    Charara, Marwan
    Barnes, Christophe
    [J]. GEOSCIENCES, 2019, 9 (01)
  • [32] Full waveform seismic inversion using a distributed system of computers
    Roy, IG
    Sen, MK
    Torres-Verdin, C
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2005, 17 (11): : 1365 - 1385
  • [33] FULL WAVEFORM INVERSION OF P-WAVES FOR VS AND QP
    CHENG, CH
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH AND PLANETS, 1989, 94 (B11): : 15619 - 15625
  • [34] FULL WAVEFORM INVERSION OF VISCOELASTIC MEDIUM BASED ON GRADIENT PREPROCESSING
    Xu, Yipeng
    Zhang, Kai
    LI, Zhenchun
    He, Zilin
    Wang, Jichuan
    Gao, Jinfeng
    [J]. JOURNAL OF SEISMIC EXPLORATION, 2022, 31 (06): : 579 - 596
  • [35] Combining full wavefield migration and full waveform inversion, a glance into the future of seismic imaging
    Berkhout, A. J.
    [J]. GEOPHYSICS, 2012, 77 (02) : S43 - S50
  • [36] Seismic Full Waveform Inversion Accelerated by Overlapping Data Input and Computation
    Zhang, Junqiu
    Rao, Ying
    [J]. PURE AND APPLIED GEOPHYSICS, 2023, 180 (10) : 3517 - 3526
  • [37] Improved hybrid iterative optimization method for seismic full waveform inversion
    Wang Yi
    Dong Liang-Guo
    Liu Yu-Zhu
    [J]. APPLIED GEOPHYSICS, 2013, 10 (03) : 265 - 277
  • [38] Full waveform inversion for seismic velocity and anelastic losses in heterogeneous structures
    Askan, Aysegul
    Akcelik, Volkan
    Bielak, Jacobo
    Ghattas, Omar
    [J]. BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA, 2007, 97 (06) : 1990 - 2008
  • [39] Full-waveform inversion of intensity-focused seismic data
    Bosch, Miguel
    Mijares, Solange
    Panchano, Roxana
    Pena, Francis
    [J]. GEOPHYSICS, 2021, 86 (01) : R77 - R97
  • [40] SVD analysis in application to full waveform inversion of multicomponent seismic data
    Silvestrov, Ilya
    Tcheverda, Vladimir
    [J]. INTERNATIONAL CONFERENCE ON INVERSE PROBLEMS 2010, 2011, 290