Sensitivity evaluation of a seismic interpolation algorithm

Doan Huy Hien; Seonghuyng Jang; Ta Quang Minh; Bui Viet Dung; Nguyen Thanh Tung

doi:10.1071/EG17058

ISSN: 0812-3985
E-ISSN: 1834-7533

Sensitivity evaluation of a seismic interpolation algorithm
Authors Doan Huy Hien^a,c, Seonghuyng Jang^b, Ta Quang Minh^a, Bui Viet Dung^a and Nguyen Thanh Tung^a
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^a Vietnam Petroleum Institute, 167 Trung Kinh Street, Hanoi, Vietnam. ^b Korea Institute of Geosciences and Mineral Resources, 167 Gwangha-no Youseong-gu, Daejeon 3402, Korea. ^c Corresponding author. Email: [email protected]
Publisher: Australian Society of Exploration Geophysicists
Source: Exploration Geophysics, Volume 49, Issue 6, Nov 2018, p. 833 - 843
DOI: https://doi.org/10.1071/EG17058
- Received: 21 Mar 2017
- Accepted: 19 Nov 2017
- Published online: 01 Nov 2018

Abstract

[

Sparse seismic acquisition is a new trend in seismic exploration, as it costs much less than conventional methods. To maintain the initial resolution of the seismic image, we propose several ways to sample data irregularly but periodically. These were tested by decimating the synthetic data, then interpolating, imaging and inversion. At every processing step, we quantified the effect of interpolation by comparing the results with those from the fully sampled data. Once the numerical test suggested the best decimation scheme, we were able to proceed to test the real dataset. This test confirmed that sparse acquisition using 60% of the available data is feasible.

To maintain the initial resolution of the seismic image from seismic sparse acquisition, we propose several ways to sample data irregularly but periodically. At every processing step, we quantified the effect of interpolation by comparing the results with those from the fully sampled data. The result shows that using 60% of the available data is feasible.

]

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References

Abma R. Kabir N. 2006 3D interpolation of irregular data with a POCS algorithm:Geophysics71E91E9710.1190/1.2356088
https://doi.org/10.1190/1.2356088 [Google Scholar]
Chang W.-F. McMechan G. A. 1994 3-D elastic prestack, reverse‐time depth migration:Geophysics5959760910.1190/1.1443620
https://doi.org/10.1190/1.1443620 [Google Scholar]
Chopra, S., and Marfurt, K. J., 2013, Preconditioning seismic data with 5D interpolation for computing geometric attributes: SEG Technical Program Expanded Abstracts, 1368–1373.
Duijndam A. J. Q. Schonewille M. A. Hindriks C. O. H. 1999 Reconstruction of band-limited signals, irregularly sampled along one spatial direction:Geophysics6452453810.1190/1.1444559
https://doi.org/10.1190/1.1444559 [Google Scholar]
Hanke, M., 1995, Conjugate gradient type methods for ill-posed problems: Longman Scientific and Technical.
Hansen, P. C., 1998, Rank-deficient and discrete ill-posed problems: SIAM.
Herrmann F. J. 2010 Randomized sampling and sparsity: getting more information from fewer samples:Geophysics75WB173WB18710.1190/1.3506147
https://doi.org/10.1190/1.3506147 [Google Scholar]
Hunt L. Downton J. Reynolds S. Hadley S. Trad D. Hadley M. 2010 The effect of interpolation on imaging and AVO: a Viking case study:Geophysics75WB265WB27410.1190/1.3475390
https://doi.org/10.1190/1.3475390 [Google Scholar]
Liu B. Sacchi M. 2004 Minimum weighted norm interpolation of seismic records:Geophysics691560156810.1190/1.1836829
https://doi.org/10.1190/1.1836829 [Google Scholar]
Milton, A., Trickett, S., and Burroughs, L., 2011, Reducing acquisition costs with random sampling and multidimensional interpolation: SEG Technical Program Expanded Abstracts, 52–56.
Sacchi D. M. Ulrych T. J. 1996 Estimation of the discrete Fourier transform: a linear inversion approach:Geophysics611128113610.1190/1.1444033
https://doi.org/10.1190/1.1444033 [Google Scholar]
Schonewille, M., Yan, Z., Bayly, M., and Bisley, R., 2013, Matching pursuit Fourier interpolation using priors derived from a second data set: SEG Technical Program Expanded Abstracts, 3651–3655.
Shin C. Jang S. Min D. 2001 Improved amplitude preservation for prestack depth migration by inverse scattering theory:Geophysical Prospecting4959260610.1046/j.1365‑2478.2001.00279.x
https://doi.org/10.1046/j.1365-2478.2001.00279.x [Google Scholar]
Trad D. 2009 Five-dimensional interpolation: recovering from acquisition constraints:Geophysics74V123V13210.1190/1.3245216
https://doi.org/10.1190/1.3245216 [Google Scholar]
Wojslaw, R., Stein, J. A., and Langston, T., 2012, 5D semblance-based interpolator in exploration – theory and practice: 74th EAGE Conference and Exhibition, Extended Abstract, B024.
Xu S. Pham D. Lambare G. 2005 Antileakage Fourier transform for seismic data regularization:Geophysics70V87V9510.1190/1.1993713
https://doi.org/10.1190/1.1993713 [Google Scholar]

/content/journals/10.1071/EG17058

Sensitivity evaluation of a seismic interpolation algorithm

Exploration Geophysics 49, 833 (2018); https://doi.org/10.1071/EG17058

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Article Type: Research Article

Keyword(s): FWI; imaging; interpolation; seismic processing; sparse acquisition

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Sensitivity evaluation of a seismic interpolation algorithm

Abstract

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