3D DC Resistivity Inversion with Topography Based on Regularized Conjugate Gradient Method

被引:5
|
作者
Qiang, Jian-ke [1 ]
Han, Xue [1 ]
Dai, Shi-kun [1 ]
机构
[1] Cent South Univ, Sch Geosci & Info Phys, Changsha 410083, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1155/2013/931876
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
During the past decades, we observed a strong interest in 3D DC resistivity inversion and imaging with complex topography. In this paper, we implemented 3D DC resistivity inversion based on regularized conjugate gradient method with FEM. The Fr ' echet derivative is assembledwith the electric potential in order to speed up the inversion process based on the reciprocity theorem. In this study, we also analyzed the sensitivity of the electric potential on the earth's surface to the conductivity in each cell underground and introduced an optimizedweighting function to produce newsensitivity matrix. The syntheticmodel study shows that this optimized weighting function is helpful to improve the resolution of deep anomaly. By incorporating topography into inversion, the artificial anomaly which is actually caused by topography can be eliminated. As a result, this algorithm potentially can be applied to process the DC resistivity data collected in mountain area. Our synthetic model study also shows that the convergence and computation speed are very stable and fast.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] 3D inversion of magnetic gradient data based on equivalent source weighting method
    Huang, Shuanglong
    Qiu, Jing
    Li, Mingyu
    Sun, Hexuan
    Zhang, Shunyu
    AIP ADVANCES, 2024, 14 (01)
  • [22] Research on 3D SIP Conjugate Gradient Inversion Algorithm with Parameter Range Constraints
    Xi, Jianjun
    Liu, Yongliang
    Cui, Dandan
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [23] 3-D cross-gradient joint inversion of seismic refraction and DC resistivity data
    Shi, Zhanjie
    Hobbs, Richard W.
    Moorkamp, Max
    Tiah, Gang
    Jiang, Lu
    JOURNAL OF APPLIED GEOPHYSICS, 2017, 141 : 54 - 67
  • [24] A 3-D finite-element algorithm for DC resistivity modelling using the shifted incomplete Cholesky conjugate gradient method
    Wu, XP
    GEOPHYSICAL JOURNAL INTERNATIONAL, 2003, 154 (03) : 947 - 956
  • [25] 3D forward modeling of DC resistivity method based on finite element with mixed grid
    Wang X.
    Wang C.
    Mao Y.
    Yan L.
    Zhou L.
    Gao W.
    Meitiandizhi Yu Kantan/Coal Geology and Exploration, 2022, 50 (05): : 136 - 143
  • [26] A fast nonlinear conjugate gradient based method for 3D concentrated frictional contact problems
    Zhao, Jing
    Vollebregt, Edwin A. H.
    Oosterlee, Cornelis W.
    JOURNAL OF COMPUTATIONAL PHYSICS, 2015, 288 : 86 - 100
  • [27] THE POLE POLE 3-D DC-RESISTIVITY INVERSE PROBLEM - A CONJUGATE-GRADIENT APPROACH
    ELLIS, RG
    OLDENBURG, DW
    GEOPHYSICAL JOURNAL INTERNATIONAL, 1994, 119 (01) : 187 - 194
  • [28] Characterization of the bridge pillar foundations using 3d focusing inversion of DC resistivity data
    Gundogdu, N. Yildirim
    Demirci, Ismail
    Demirel, Cem
    Candansayar, M. Emin
    JOURNAL OF APPLIED GEOPHYSICS, 2020, 172
  • [29] RESINVM3D: A 3D resistivity inversion package
    Pidlisecky, Adam
    Haber, Eldad
    Knight, Rosemary
    GEOPHYSICS, 2007, 72 (02) : H1 - H10
  • [30] 3D resistivity inversion using an improved Genetic Algorithm based on control method of mutation direction
    Liu, B.
    Li, S. C.
    Nie, L. C.
    Wang, J.
    L, X.
    Zhang, Q. S.
    JOURNAL OF APPLIED GEOPHYSICS, 2012, 87 : 1 - 8