1887

Abstract

Summary

The contrast source inversion (CSI) is an algorithm for reconstructing the model parameter of a bounded object immersed in a known background from a knowledge of how the object scatters known incident radiation. In the contrast source inversion (CSI) method, the contrast sources (equivalent scattering source) and the contrast (parameter perturbation) are iteratively reconstructed by an alternating optimization scheme. Traditionally integral equation CSI method is formulated for transmission tomography using analytic Green’s function in homogeneous background. To extend the method to the case of reflection seismology, in this paper, we use WKBJ method to compute the Green’s function of depth dependent background media and an equation solving method to initialize the contrast source for different frequencies, resulting in an efficient method to invert multi-frequency reflection seismic data (MFCSI). Numerical results for the Marmousi model show that MFCSI method can obtain good results even when low frequency data are missing, in which case the conventional FWI fails.

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/content/papers/10.3997/2214-4609.201601540
2016-05-30
2024-04-26
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References

  1. Abubakar, A., Hu, W., Van Den Berg, P.M. and Habashy, T.M.
    [2008] A finite-difference contrast source inversion method. Inverse Problems, 24(6), 065004.
    [Google Scholar]
  2. Bunks, C., Saleck, F.M., Zaleski, S. and Chavent, G.
    [1995] Multiscale seismic waveform inversion. Geophysics, 60(5), 1457–1473.
    [Google Scholar]
  3. Clayton, R.W. and Stolt, R.H.
    [1981] A Born-WKBJ inversion method for acoustic reflection data: Geophysics, 46(11), 1559–1567.
    [Google Scholar]
  4. Lailly, P.
    [1983] The seismic inverse problem as a sequence of before stack migrations. Conference on Inverse Scattering, Theory and Application, Society of Industrial and Applied Mathematics, Expanded Abstracts, 206–220.
    [Google Scholar]
  5. Pratt, R.G., Shin, C. and Hicks, G.J.
    [1998] Gauss-newton and full newton methods in frequency-space seismic waveform inversion. Geophysical Journal International, 133(2), 341–362
    [Google Scholar]
  6. Shin, C. and ChaY.H.
    [2008] Waveform inversion in the Laplace domain. Geophysical Journal International, 173(3), 922–931.
    [Google Scholar]
  7. [2009] Waveform inversion in the Laplace–Fourier domain. Geophysical Journal International, 177(3), 1067–1079.
    [Google Scholar]
  8. Tarantola, A.
    [1984] Inversion of seismic reflection data in the acoustic approximation. Geophysics, 49(8), 1259–1256.
    [Google Scholar]
  9. Van Den Berg, P.M. and Kleinman, R.E.
    [1997] A contrast source inversion method. Inverse problems, 13(6), 1607.
    [Google Scholar]
  10. Virieux, J. and Operto, S.
    [2009] An overview of full-waveform inversion in exploration geophysics. Geophysics, 74(6), WCC1–WCC26.
    [Google Scholar]
  11. Weglein, A.B., Araújo, F.V., Carvalho, P.M., Stolt, R.H., Matson, K.H., Coates, R.T., … and Zhang, H.
    [2003] Inverse scattering series and seismic exploration. Inverse problems, 19(6), R27–R83.
    [Google Scholar]
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