ARTICLE

Gas hydrate detection in the Iranian sector of the Oman Sea: application of AVO and seismic pattern recognition methods

M. SARMA DI DOOST1 F. ERFANI1 H. HASHEMI1 M. SOKOOTI2 M. SADIQ-ARABANI
Show Less
1 Institute of Geophysics, University of Tehran, Tehran, Iran.,
2 Exploration Directorate, National Iranian Oil Company, Tehran, Iran.,
JSE 2013, 22(4), 339–351;
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

Sarmadi Doost, M., Erfani, F., Hashemi, H., Sokooti, M. and Sadiq-Arabani, M., 2013. Gas hydrate detection in the Iranian sector of the Oman Sea: application of AVO and seismic pattern recognition methods. Journal of Seismic Exploration, 22: 339-351. Gas hydrates attracted worldwide attention because of their potential as a new energy reserve in recent years. Therefore their exploration is essential for the strategic future of the world as a new form of energy. In this research we use pre-stack seismic attributes to identify elastic properties of the host sediments in the vicinity of the gas hydrate zone. AVO analysis of pre-stack seismic data is used as a powerful interpretation technique. Moreover, attributes derived in the post-stack seismic domain are used successfully to make a separation between hydrate and non-hydrate sediments by applying pattern recognition and classification methods. It is found that both AVO analysis and seismic pattern recognition techniques are meaningful on a gas hydrate potential zone in the Oman Sea. An integrated scheme is presented for studying similar areas based on joint use of AVO and post-stack attribute analysis.

Keywords
gas hydrate
Oman Sea
AVO
LFDA
seismic attributes
pattern recognition
References
  1. Aki, K. and Richards, P.G., 1980. Quantitative Seismology: Theory and Methods. University
  2. Science Books, Sausalito, 700 pp.
  3. Andreassen, K., Hogstad, K. and Berteussen, K.A., 1990. Gas hydrate in the southern Barentz Sea
  4. indicated by a shallow seismic anomaly. First Break, 8: 235-245.
  5. Castagna, J.P., Swan, H.W. and Foster, D.J., 1998. Framework for AVO gradient and intercept
  6. interpretation. Geophysics, 63: 948-956.
  7. Davy, H., 1811. Ona combination of oxymuriatic gas and oxygen. Philosoph. Transact. Roy. Soc.:
  8. 393-394,
  9. Fatti, I.L.; Smith G.C; Vali, P:I.; Strauss, P.I. and Levitt P.R., 1994, Detection of gas in sandstone
  10. reservoirs Using AVO analysis: A 3-D seismic case history using the geostack technique:
  11. Geophysics, 59, 1362-1376.
  12. Fukunaga, K., 1990. Introduction to Statistical Pattern Recognition. Academic Press Inc., 2nd ed.,
  13. 592 pp.
  14. Kvenvolden, K.A., 1993. A primer on gas hydrates. In: Howell, D.G. (Ed.), The Future of Energy
  15. Gases - USGS Professional Paper 1570. US Government Printing Off., Washington D.C.:
  16. 279-291.
  17. Kvenvolden, K.A., 1988. Methane hydrate- a major reservoir of carbon in the shallow geosphere.
  18. Chem. Geol., 71: 41-51.
  19. Hammerschmidt, E.G., 1934. Formation of gas hydrates in natural gas transmission lines. Industr.
  20. Engineer. Chem., 26: 851-855.
  21. Hashemi, H., 2010. Logical consideration in applying pattern recognition techniques on seismic data,
  22. precise ruling, realistic solutions. CSEG Recorder, 35(4): 46-49.
  23. He, X. and Niyogi, P., 2004. Locality preserving projections. In: Thrun, S., Saul , L. and
  24. Schélkopf, B. (Eds.), Advances in Neural Information Processing Systems, 16. MIT Press,
  25. Cambridge, MA.
  26. Hosseini Shoar, B., Javaherian, A. and Sadiq-Arabani, M. 2009. Application of seismic methods
  27. in the study of appreciate growth condition and occurrence of gas hydrate in the Oman Sea.
  28. J. Earth Space Phys., 2: 65-78.
  29. Huaishan, L., Guangnan, H.Y. and Siyou, T., 2009. AVO character research of natural gas hydrates
  30. in the East China Sea. J. Ocean Univ. China, 8(3): 270-276.
  31. Jolliffe, 1.T., 2002. Principal Component Analysis, 2nd ed. Springer-Verlag, New York.
  32. Max, M.D., Johnson, A.H. and Dillon, W.P., 2006. Economic Geology of Natural Gas Hydrate.
  33. Springer Verlag, Dordrecht.
  34. Ostrander, W.J., 1984. Plane-wave reflection coefficients for gas sands at nonnormal angles of
  35. incidence. Geophysics, 49: 1637-1648.
  36. Shipley, T.H. and Didyk, B.M., 1982. Occurrence of methane hydrates offshore southern Mexico.
  37. Init. Rep. Deep Sea Drilling Proj., 66.
  38. Sugiyama, M., 2007. Dimensionality reduction of multimodal labeled data by local Fisher
  39. discriminant analysis. J. Machine Learn. Res., 8: 1027-1061.
  40. Thakur, N.K. and Rajput, S., 2011. Exploration of Gas Hydrates, Geophysical Techniques. Springer
  41. Verlag, New York.
  42. Zhang, Z., 2012. Seismic interpretation of gas hydrate based on physical properties of sediments.
  43. Expanded Abstr., 82nd Ann. Internat. SEG Mtg., Las Vegas.
Share
Back to top
Journal of Seismic Exploration, Electronic ISSN: 0963-0651 Print ISSN: 0963-0651, Published by AccScience Publishing