ARTICLE

The internal-multiple elimination algorithm for all reflectors for 1D earth. Part I: strengths and limitations

YANGLEI ZOU ARTHUR B. WEGLEIN
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M-OSRP, Physics Dept., University of Houston, 617 Science & Research Bldg. 1, Houston, TX 77004-5005, U.S.A.,
JSE 2014, 23(4), 393–404;
Submitted: 9 June 2025 | Revised: 9 June 2025 | Accepted: 9 June 2025 | Published: 9 June 2025
© 2025 by the Authors. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC-by the license) ( https://creativecommons.org/licenses/by-nc/4.0/ )
Abstract

Zou, Y. and Weglein, A.B., 2014. The internal-multiple elimination algorithm for all reflectors for 1D earth. Part I: strengths and limitations. Journal of Seismic Exploration, 23: 393-404. The ISS (Inverse-Scattering-Series) internal-multiple attenuation algorithm can predict the correct time and approximate amplitude for all internal multiples without any subsurface information. In practice, an energy minimization adaptive subtraction step is often called upon to then remove the residual/attenuated internal multiple. However, the energy minimization criteria behind the adaptive subtraction algorithm can fail with interfering or proximal primary and multiple events. The latter can occur with complex off-shore plays and very often occurs with on-shore plays. In 2003, Weglein proposed a three-pronged strategy for providing an effective response to this pressing and prioritized challenge. One part of the strategy is to develop an internal-multiple elimination algorithm that can predict both the correct amplitude and correct time for all internal multiples. The ISS internal- multiple elimination algorithm for all first-order internal multiples generated from all reflectors in a ID earth is proposed in part I of this paper. The primaries in the reflection data that enters the algorithm provides that elimination capability, automatically without our requiring the primaries to be identified or in any way separated. The other events in the reflection data, that is, the internal multiples, will not be helpful in this elimination scheme. That is a limitation of this new algorithm. In part II, we show that we can replace all bi in the elimination algorithm by bi + by to mitigate this limitation. Moreover, this elimination algorithm based on the ISS internal-multiple attenuation algorithm is derived by using reverse engineering to provide the difference between eliminate and attenuate for a 1D earth. This particular elimination algorithm is model type dependent since the reverse engineering method depends on the specific relationship between reflection and transmission coefficients for an acoustic medium. The ISS internal-multiple attenuation algorithm is model type independent. Future work will pursue the development of an eliminator for a multi-dimensional earth by identifying terms in the inverse scattering series that have that purpose and capability.

Keywords
internal multiple elimination
inverse scattering subseries
adoptive subtraction
internal multiple attenuation
References
  1. Araijo, F.V., Weglein, A.B., Carvalho, P.M. and Stolt, R.H., 1994. Inverse scattering series for
  2. multiple attenuation. An example with surface and internal multiples. Expanded Abstr., 64th
  3. Ann. Internat. SEG Mtg., Los Angeles: 1039-1041.
  4. Ma, C., Liang, H. and Weglein, A.B., 2012. Modifying the leading order ISS attenuator of
  5. first-order internal multiples to accommodate primaries and internal multiples: fundamental
  6. concept and theory, development, and examples exemplified when three reflectors generate
  7. the data. Mission Oriented Seismic Research Program Ann. Rep.: 133-147.
  8. Ma, C. and Weglein, A.B., 2014. Including higher-order Inverse Scattering Series (ISS) terms to
  9. address a serious shortcoming/problem of the ISS internal-multiple attenuator: exemplifying
  10. the problem and its resolution. Expanded Abstr., 84th Ann. Internat. SEG MTG., .
  11. Mayhan, J. and Weglein, A.B., 2014. Multiple removal and prerequisite satisfaction: current status
  12. and future plans. Expanded Abstr., 84th Ann. Internat. SEG Mtg., Denver.
  13. Liang, H., Ma, C. and Weglein, A.B., 2012. A further general modification of the leading order
  14. ISS attenuator of first order internal multiples to accommodate primaries and internal
  15. multiples when an arbitrary number of reflectors generate the data: Theory, development,
  16. and examples. M-OSRP 2011-2012 Ann. Rep.: 148-166.
  17. Liang, H., Ma, C. and Weglein, A.B., 2013. General theory for accommodating primaries and
  18. multiples in internal multiple algorithm: Analysis and numerical tests. Expanded Abstr., 83rd
  19. Ann. Internat. SEG Mtg., SEG, acts. 2013, 4178-4183.
  20. Wu, J. and Weglein, A.B., 2014a. Elastic Green’s theorem preprocessing for on-shore internal
  21. multiple attenuation: Theory and initial synthetic data tests. Expanded Abstr., 84th Ann.
  22. Internat. SEG Mtg., Denver: 4299-4304.
  23. Wu, J. and Weglein, A.B., 2014b. Elastic Green’s theorem preprocessing for on-shore internal
  24. multiple attenuation: Theory and initial synthetic data tests. M-OSRP 2013-2014 Ann. Rep.:
  25. 43-62.
  26. Ramirez, A.C., 2007. 1. - Inverse scattering subseries for removal of internal multiples and depth
  27. imaging primaries; 2. - Green’s theorem as the foundation of interferometry and guiding new
  28. practical methods and applications. Ph.D. thesis, University of Houston, Houston.
  29. Weglein, A. B., Aratijo, F.V., Carvalho, P.M., Stolt, R.H., Matson, K.H., Coates, R.T.,
  30. Corrigan, D., Foster, D.J., Shaw, S.A. and Zhang, H., 2003. Inverse scattering series and
  31. seismic exploration. Inverse Probl., 19: R27-R83.
  32. Weglein, A.B., Gasparotto, F.A., Carvalho, P.M. and Stolt, R.H., 1975. An inverse-scattering
  33. series method for attenuating multiples in seismic reflection data. Geophysics, 62: 1975-
  34. Herrera, W., Liang, H., Terenghi, P., Ma, C. and Weglein, A.B., 2012. Progressing amplitude
  35. issues for testing 1D analytic data in leading order internal multiple algorithms. Mission
  36. Oriented Seismic Research Program Ann. Rep.: 167-188.
  37. Zou, Y. and Weglein, A.B., 2014. An algorithm for the elimination of all first-order internal
  38. multiples from all reflectors: 1D normal incidence and 1D pre-stack algorithm, discussion
  39. and numerical tests. Mission Oriented Seismic Research Program Ann. Rep.
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Journal of Seismic Exploration, Electronic ISSN: 0963-0651 Print ISSN: 0963-0651, Published by AccScience Publishing