Time-frequency analysis of seismic data using local attributes

Geophysics

Volumn 76, Issue 6, 2011, Pages

  Liu, Guochang ^a   Fomel, Sergey ^b   Chen, Xiaohong ^a  

^a CHINA UNIVERSITY OF PETROLEUM   (China)

^b UNIVERSITY OF TEXAS AT AUSTIN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FOURIER ANALYSIS; GEOPHYSICAL PROSPECTING; ITERATIVE METHODS; MATHEMATICAL TRANSFORMATIONS; SEISMIC RESPONSE; SEISMIC WAVES;

ITERATIVE INVERSION; LEAST SQUARES PROBLEMS; NONSTATIONARY SIGNALS; SEISMIC DATA PROCESSING; TIME FREQUENCY ANALYSIS; TIME-FREQUENCY MAP; TIME-VARYING COEFFICIENT; TIME-VARYING FOURIER COEFFICIENTS;

DATA HANDLING;

BENCHMARKING; DATA INTERPRETATION; DATA PROCESSING; DETECTION METHOD; FREQUENCY ANALYSIS; LEAST SQUARES METHOD; REGRESSION ANALYSIS; S-WAVE; SEISMIC DATA; TIME SERIES ANALYSIS;

EID: 84863115286     PISSN: 00168033     EISSN: None     Source Type: Journal    
DOI: 10.1190/geo2010-0185.1     Document Type: Article

References (44)

1. Allen, J. B., 1977, Short term spectral analysis, synthetic and modification by discrete Fourier transform: IEEE Transactions on Signal Processing, ASSP-25, 135-238. ITPRED 1053-587X
2. Brian, C., R. C. Williamson and B. Boashash, 1993, The relationship between instantaneous frequency and time-frequency representations: IEEE Transactions on Acoustics, Speech, and Signal Processing, 41, 1458-1461.
3. Castagna, J., S. Sun and R. W. Siegfried, 2003, Instantaneous spectral analysis: Detection of low-frequency shadows associated with hydrocarbons: The Leading Edge, 22, 120-127, doi: 10.1190/1.1559038. 10.1190/1.1559038 1070-485X
4. Chakraborty, A. and D. Okaya, 1995, Frequency-time decomposition of seismic data using wavelet-based methods: Geophysics, 60, 1906-1916, doi: 10.1190/1.1443922. 10.1190/1.1443922 GPYSA7 0016-8033
5. Claasen, T. and W. Mecklenbräuker, 1980, The Wigner distribution - A tool for time-frequency signal analysis, 3 parts: Philips Journal of Research.
6. Cohen, L., 1989, Time-frequency distributions - A review: Proceedings of the IEEE, 77, 941-981, doi: 10.1109/5.30749. 10.1109/5.30749 IEEPAD 0018-9219
7. Cohen, L., 1995, Time-frequency analysis: Prentice Hall, Inc.
8. Ebrom, D., 2004, The low frequency gas shadows in seismic sections: The Leading Edge, 23, 772, doi: 10.1190/1.1786898. 10.1190/1.1786898 1070-485X
9. Fomel, S., 2007a, Local seismic attributes: Geophysics, 72, no. 3, A29-A33, doi: 10.1190/1.2437573. 10.1190/1.2437573 GPYSA7 0016-8033
10. Fomel, S., 2007b, Shaping regularization in geophysical-estimation problems: Geophysics, 72, no. 2, R29-R36, doi: 10.1190/1.2433716. 10.1190/1.2433716 GPYSA7 0016-8033
11. Fomel, S., 2009, Adaptive multiple subtraction using regularized nonstationary regression: Geophysics, 74, no. 1, V25-V33, doi: 10.1190/1.3043447. 10.1190/1.3043447 GPYSA7 0016-8033
12. Fomel, S., 2010, Predictive painting of 3D seismic volumes: Geophysics, 75, no. 4, A25-A30, doi: 10.1190/1.3453847. 10.1190/1.3453847 GPYSA7 0016-8033
13. Fomel, S. and L. Jin, 2009, Time-lapse image registration using the local similarity attribute: Geophysics, 74, no. 2, A7-A11, doi: 10.1190/1.3054136. 10.1190/1.3054136 GPYSA7 0016-8033
14. Fomel, S. and M. van der Baan, 2010, Local similarity with the envelope as a seismic phase detector: 80th Annual International Meeting, SEG, Expanded Abstracts, 1555-2559.
15. Hlawatsch, F. and G. Boudreaux-Bartels, 1992, Linear and quadratic time-frequency signal representations: IEEE Signal Processing Magazine, 9, 21-67, doi: 10.1109/79.127284. 10.1109/79.127284 ISPRE6 1053-5888
16. Kazemeini, S. H., C. Juhlin, K. Z. Jorgensen and B. Norden, 2009, Application of the continuous wavelet transform on seismic data for mapping of channel deposits and gas detection at the CO2SINK site, Ketzin, Germany: Geophysical Prospecting, 57, 111-123, doi: 10.1111/gpr.2008.57.issue-1. 10.1111/gpr.2008.57.issue-1 GPPRAR 0016-8025
17. Korneev, V. A., G. M. Goloshubin, T. M. Daley and B. S. Dmitry, 2004, Seismic low-frequency effects in monitoring fluid-saturated reservoirs: Geophysics, 69, 522-532, doi: 10.1190/1.1707072. 10.1190/1.1707072 GPYSA7 0016-8033
18. Li, Y. and X. Zheng, 2008, Spectral decomposition using Wigner-Ville distribution with applications to carbonate reservoir characterization: The Leading Edge, 27, 1050-1057, doi: 10.1190/1.2967559. 10.1190/1.2967559 1070-485X
19. Liu, G., X. Chen, J. Li, J. Du and J. Song, 2011, Seismic noise attenuation using nonstationary polynomial fitting: Applied Geophysics, 8, 18-26, doi: 10.1007/s11770-010-0244-2. 10.1007/s11770-010-0244-2 1672-7975
20. Liu, G., S. Fomel and X. Chen, 2011, Stacking angle-domain common-image gathers for normalization of illumination: Geophysical Prospecting, 59, 244-255, doi: 10.1111/gpr.2011.59.issue-2. 10.1111/gpr.2011.59.issue-2 GPPRAR 0016-8025
21. Liu, G., S. Fomel, L. Jin and X. Chen, 2009, Seismic data stacking using local correction: Geophysics, 74, no. 3, V43-V48, doi: 10.1190/1.3085643. 10.1190/1.3085643 GPYSA7 0016-8033
22. Liu, J. and K. J. Marfurt, 2005, Matching pursuit decomposition using Morlet wavelet: 75th Annual International Meeting, SEG, Expanded Abstracts, 786-789.
23. Liu, J., Y. Wu, D. Han and X. Li, 2004, Time-frequency decomposition based on Ricker wavelet: 74th Annual International Meeting, SEG, Expanded Abstracts, 1937-1940.
24. Liu, Y. and S. Fomel, 2010, Seismic data analysis using local time-frequency transform: 80th Annual International Meeting, SEG, Expanded Abstracts, 3711-3716.
25. Lomask, J., A. Guitton, S. Fomel, J. Claerbout and A. Valenciano, 2006, Flattening without picking: Geophysics, 71, no. 4, 13-20, doi: 10.1190/1.2210848. 10.1190/1.2210848 GPYSA7 0016-8033
26. Mallat, S. and Z. Zhang, 1993, Matching pursuit with time-frequency dictionaries: IEEE Transactions on Signal Processing, 41, 3397-3415, doi: 10.1109/78.258082. 10.1109/78.258082 ITPRED 1053-587X
27. Margrave, G., 1998, Theory of nonstationary linear filtering in the Fourier domain with application to time-variant filtering: Geophysics, 63, 244-259, doi: 10.1190/1.1444318. 10.1190/1.1444318 GPYSA7 0016-8033
28. Partyka, G. A., J. M. Gridley and J. Lopez, 1999, Interpretational applications of spectral decomposition in reservoir characterization: The Leading Edge, 18, 353-360, doi: 10.1190/1.1438295. 10.1190/1.1438295 1070-485X
29. Pinnegar, C. and L. Mansinha, 2003, The S-transform with windows of arbitrary and varying shape: Geophysics, 68, 381-385, doi: 10.1190/1.1543223. 10.1190/1.1543223 GPYSA7 0016-8033
30. Reine, C., M. van der Baan and R. Clark, 2009, The robustness of seismic attenuation measurements using fixed- and variable-window time-frequency transforms: Geophysics, 74, no. 2, 123-135, doi: 10.1190/1.3043726. 10.1190/1.3043726 GPYSA7 0016-8033
31. Rioul, O. and M. Vetterli, 1991, Wavelets and signal processing: IEEE Signal Processing Magazine, 8, no. 4, 14-38, doi: 10.1109/79.91217. 10.1109/79.91217 ISPRE6 1053-5888
32. Saha, J., 1987, Relationship between Fourier and instantaneous frequency: 57th Annual International Meeting, SEG, Expanded Abstracts, 591.
33. Sinha, S., P. Routh and P. Anno, 2009, Instantaneous spectral attributes using scales in continuous-wavelet transform: Geophysics, 74, no. 2, WA137-WA142, doi: 10.1190/1.3054145. 10.1190/1.3054145 GPYSA7 0016-8033
34. Sinha, S., P. S. Routh, P. D. Anno and J. P. Castagna, 2005, Spectral decomposition of seismic data with continuous-wavelet transform: Geophysics, 70, no. 6, P19-P25, doi: 10.1190/1.2127113. 10.1190/1.2127113 GPYSA7 0016-8033
35. Steeghs, P. and G. Drijkoningen, 2001, Seismic sequence analysis and attribute extraction using quadratic time-frequency representations: Geophysics, 66, 1947-1959, doi: 10.1190/1.1487136. 10.1190/1.1487136 GPYSA7 0016-8033
36. Stockwell, R. G., L. Mansinha and R. P. Lowe, 1996, Localization of the complex spectrum: The S transform: IEEE Transactions on Signal Processing, 44, 998-1001, doi: 10.1109/78.492555. 10.1109/78.492555 ITPRED 1053-587X
37. Tikhonov, A. N., 1963, Solution of incorrectly formulated problems and the regularization method: Soviet Mathemathics Doklady, 1035-1038.
38. van der Baan, M. and S. Fomel, 2009, Nonstationary phase estimation using regularized local kurtosis maximization: Geophysics, 74, no. 6, A75-A80, doi: 10.1190/1.3213533. 10.1190/1.3213533 GPYSA7 0016-8033
39. Wang, Y., 2007, Seismic time-frequency spectral decomposition by matching pursuit: Geophysics, 72, no. 1, V13-V20, doi: 10.1190/1.2387109. 10.1190/1.2387109 GPYSA7 0016-8033
40. Wigner, E., 1932, On the quantum correction for thermodynamic equilibrium: Physical Review, 40, 749-759, doi: 10.1103/PhysRev.40.749. 10.1103/PhysRev.40.749 PHRVAO 0031-899X
41. Wu, X. and T. Liu, 2009, Spectral decomposition of seismic data with reassigned smoothed pseudo Wigner-Ville distribution: Journal of Applied Geophysics, 68, 386-393, doi: 10.1016/j.jappgeo.2009.03.004. 10.1016/j.jappgeo.2009.03.004 JAGPEA 0926-9851
42. Youn, D. H. and J.-G. Kim, 1985, Short-time Fourier transform using a bank of low-pass filters: IEEE Transactions on Acoustics, Speech, and Signal Processing, 33, 182-185, doi: 10.1109/TASSP.1985.1164509. 10.1109/TASSP.1985.1164509 IETABA 0096-3518
43. Zeng, H., M. M. Backus, K. T. Barrow and N. Tyler, 1998, Stratal slicing, Part I: Realistic 3D seismic model: Geophysics, 63, 502-513, doi: 10.1190/1.1444351. 10.1190/1.1444351 GPYSA7 0016-8033
44. Zhenghua, H., X. Xiaojun and B. Lien, 2008, Numerical simulation of seismic low-frequency shadows and its application: Applied Geophysics, 5, 301-306, doi: 10.1007/s11770-008-0040-4. 10.1007/s11770-008-0040-4 1672-7975