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Abstract

Summary

Short-wavelength statics resulting from the unconsolidated near-surface weathering layers need to be corrected for in order to obtain an undistorted image of the subsurface. Existing methods based on the surface consistency assumption can be computationally intensive and may not fully correct for residual statics. In this work, we follow a data-driven and computationally efficient low-rank approximation approach to correct for short-wavelength statics. The method is based on the property that short-wavelength statics increase the rank of the data, while statics-free data is of low-rank nature in a transform domain. We demonstrate the performance of the proposed method on real land seismic data and compare it with conventional residual statics correction.

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/content/papers/10.3997/2214-4609.201901205
2019-06-03
2024-12-08
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References

  1. Alfaraj, A.M., Kumar, R. and Herrmann, F.J.
    [2017] Shear wave reconstruction from low cost randomized acquisition. 79h EAGE Annual Conference Proceedings.
    [Google Scholar]
  2. [2018] Automatic statics and residual statics correction with low-rank approximation. EAGE Annual Conference Proceedings. (EAGE, Copenhagen).
    [Google Scholar]
  3. Kumar, R., Moldoveanu, N. and Herrmann, F.J.
    [2017] Denoising high-amplitude cross-flow noise using curvelet-based stable principle component pursuit. EAGE Annual Conference Proceedings. (EAGE, Paris).
    [Google Scholar]
  4. Kumar, R., Silva, C.D., Akalin, O., Aravkin, A.Y., Mansour, H., Recht, B. and Herrmann, F.J.
    [2015] Efficient matrix completion for seismic data reconstruction. Geophysics, 80(05), V97–V114. (Geophysics).
    [Google Scholar]
  5. Moldoveanu, N.
    [2011] Attenuation of high energy marine towed-streamer noise. 3576–3580.
    [Google Scholar]
  6. Ronen, J. and Claerbout, J.F.
    [1985] Surface-consistent residual statics estimation by stack-power maximization. GEOPHYSICS, 50(12), 2759–2767.
    [Google Scholar]
  7. Rothman, D.H.
    [1985] Nonlinear inversion, statistical mechanics, and residual statics estimation. GEOPHYSICS, 50(12), 2784–2796.
    [Google Scholar]
  8. Sheriff, R.E. and Geldart, L.P.
    [1995] Seismic velocity. Cambridge University Press, 2 edn., 107–144.
    [Google Scholar]
  9. Trickett, S. and Burroughs, L.
    [2009] Prestack rank-reduction-based noise suppression. CSEG Recorder, 34(9), 24–31.
    [Google Scholar]
  10. Ulrych, T.J., Freire, S. and Siston, P.
    [1988] Eigenimage processing of seismic sections. In: SEG Technical Program Expanded Abstracts 1988, Society of Exploration Geophysicists, 1261–1265.
    [Google Scholar]
  11. Wiggins, R.A., Larner, K.L. and Wisecup, R.D.
    [1976] RESIDUAL STATICS ANALYSIS AS A GENERAL LINEAR INVERSE PROBLEM. GEOPHYSICS, 41(5), 922–938.
    [Google Scholar]
  12. Yilmaz, O.
    [2001] Seismic Data Analysis. Society of Exploration Geophysicists.
    [Google Scholar]
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