Empirical mode decomposition approach for delineating gas-hydrates and free gas in Mahanadi offshore, eastern Indian margin

References

• Barnes, A.E. 2003. Shaded relief seismic attribute. Geophysics 68, no. 4: 1281–5.
   Web of Science ®Google Scholar
• Bastia, R. 2006. An overview of Indian sedimentary basins with a special focus on emerging east coast deepwater frontiers. The Leading Edge 25, no. 7: 818–29.
   Google Scholar
• Bastia, R., M. Radhakrishna, T. Srinivas, S. Nayak, D.M. Nathaniel, and T.K. Biswal. 2010. Structural and tectonic interpretation of geophysical data along the Eastern Continental Margin of India with special reference to the deep water petroliferous basins. Journal of Asian Earth Sciences 39, no. 6: 608–19.
   Web of Science ®Google Scholar
• Battista, B.M., C. Knapp, T. McGee, and V. Goebel. 2007. Application of the empirical mode decomposition and Hilbert-Huang transform to seismic reflection data. Geophysics 72, no. 2: 29–37.
   Web of Science ®Google Scholar
• Beauchamp, B. 2004. Natural gas hydrates: Myths, facts and issues. Comptes Rendus Geoscience 336, no. 9: 751–65.
   Web of Science ®Google Scholar
• Bekara, M., and M. Van der Baan. 2009. Random and coherent noise attenuation by empirical mode decomposition. Geophysics 74, no. 5: 89–98.
   Web of Science ®Google Scholar
• Castagna, J.P., S. Sun, and R.W. Siegfried. 2003. Instantaneous spectral analysis: Detection of low-frequency shadows associated with hydrocarbons. The Leading Edge 22, no. 2: 120–7.
   Google Scholar
• Chakraborty, A., and D. Okaya. 1995. Frequency-time decomposition of seismic data using wavelet-based methods. Geophysics 60, no. 6: 1906–16.
   Web of Science ®Google Scholar
• Collett, T.S., M. Riedel, J.R. Cochran, R. Boswell, J. Presley, P. Kumar, A. Sathe, A. Sethi, M. Lall, and V. Sibal, and NGHP, E., 1. Scientists. 2008. National Gas Hydrate Program Expedition 01 Results, Directorate General Hydrocarbons. New Delhi.
   Google Scholar
• Collett, T.S., R. Boswell, J.R. Cochran, P. Kumar, M. Lall, A. Mazumdar, M.V. Ramana, et al. 2014. Geologic implications of gas hydrates in the offshore of India: results of the National Gas Hydrate Program Expedition 01. Marine and Petroleum Geology 58: 3–28.
   Web of Science ®Google Scholar
• Flandrin, P., G. Rilling, and P. Goncalves. 2004. Empirical mode decomposition as a filter bank. IEEE Signal Processing Letters 11: 112–4.
   Web of Science ®Google Scholar
• Fomel, S. 2007. Local seismic attributes. Geophysics 72, no. 3: 29–33.
   Web of Science ®Google Scholar
• Fuloria, R.C. 1993. Geology and hydrocarbon prospect of Mahanadi basin India. In Proc. 2nd Seminar on” Petroliferous Basin in India”.
   Google Scholar
• Gao, Y., G. Ge, Z. Sheng, and E. Sang. 2008, May. Analysis and solution to the mode mixing phenomenon in EMD. In 2008 Congress on Image and Signal Processing. 5, 223–227.
   Google Scholar
• Han, J., and M. Van der Baan. 2013. Empirical mode decomposition for seismic time-frequency analysis. Geophysics 78, no. 2: 9–19.
   Web of Science ®Google Scholar
• Huang, N.E., M.L.C. Wu, S.R. Long, S.S. Shen, W. Qu, P. Gloersen, and K.L. Fan. 2003. A confidence limit for the empirical mode decomposition and Hilbert spectral analysis. Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences 459: 2317–45.
   Web of Science ®Google Scholar
• Huang, N.E., Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, Q. Zheng, N.C. Yen, C.C. Tung, and H.H. Liu. 1998. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences 454: 903–95.
   Web of Science ®Google Scholar
• Huang, Y.X., F.G. Schmitt, Z.M. Lu, and Y.L. Liu. 2008. An amplitude-frequency study of turbulent scaling intermittency using empirical mode decomposition and Hilbert spectral analysis. EPL (Europhysics Letters) 84, no. 4: 40010. p. 1–6. https://hal.archives-ouvertes.fr/hal-00449063/document
   Google Scholar
• Jagannathan, C.R., C. Ratnam, N.C. Baishya, and U. Dasgupta. 1983. Geology of the offshore Mahanadi basin. Petroleum Asia Journal 6, no. 4: 101–4.
   Google Scholar
• Jayaswal, V., G.S. Gairola, and E. Chandrasekhar. 2021. Identification of the typical frequency range associated with subsurface gas zones: A study using Hilbert-Huang transform and wavelet analysis. Arabian Journal of Geosciences 14, no. 5: 1–10.
   Web of Science ®Google Scholar
• Joshi, A.K., and K. Sain. 2021. Subsurface porosity estimation: A case study from the Krishna-Godavari offshore basin, eastern Indian margin. Journal of Natural Gas Science & Engineering 89, no. 103866: 1–16.
   Google Scholar
• Jyothi, V., K. Sain, V. Pandey, and A.K. Bhaumik. 2017. Seismic attenuation for characterization of gas hydrate reservoir in KG basin, eastern Indian margin. Journal of Geology Society of India 90: 261–6.
   Web of Science ®Google Scholar
• Kou, W.W.H., M.A. Smith, A. Ahmed, and R. Kuzela. 2007. Direct seismic indicators of gas hydrates in the Walker Ridge and Green Canyon areas, deepwater Gulf of Mexico. The Leading Edge 26, no. 2: 152–5.
   Google Scholar
• Kumar, J., K. Sain, and K.P. Arun. 2019. Seismic attributes for characterizing gas hydrates: A study from the Mahanadi offshore, India. Marine Geophysical Research 40, no. 1: 73–86.
   Web of Science ®Google Scholar
• Kumar, J., K. Sain, and K.P. Arun. 2022. Time-frequency analysis for delineating gas hydrates and free gas in the Mahanadi offshore, India. Exploration Geophysics 53, no. 1: 52–65. Published Online. doi:10.1080/08123985.2021.1889365.
   Web of Science ®Google Scholar
• Kumar, P., T.S. Collett, R. Boswell, J.R. Cochran, M. Lall, A. Mazumdar, M.V. Ramana, et al. 2014. Geologic implications of gas hydrates in the Indian offshore: Krishna-Godavari Basin, Mahanadi Basin, Andaman Sea, Kerala-Konkan Basin. Journal of Marine and Petroleum Geology 58: 29–98.
   Web of Science ®Google Scholar
• Kumar, P., Y. Yamada, A. Furutani, K. Vishwanath, T.S. Collett, and NGHP-02 Operation & Science Party. 2016. Comprehensive Post Expedition Report, Directorate General of Hydrocarbons, Noida and Ministry of Petroleum & Natural Gas, India.
   Google Scholar
• Kvenvolden, K.A. 1998. A primer on the geological occurrence of gas hydrate. London: Geological Society. Special Publications, 137, no. 1: 9–30.
   Google Scholar
• Lee, M.W., D.R. Hutchinson, T.S. Collett, and W.P. Dillon. 1996. Seismic velocities for hydrate-bearing sediments using weighted equation. Journal of Geophysical Research: Solid Earth 101, no. B9: 20347–58.
   Web of Science ®Google Scholar
• Lu, S., and G.A. McMechan. 2004. Elastic impedance inversion of multichannel seismic data from unconsolidated sediments containing gas hydrate and free gas. Geophysics 69, no. 1: 164–79.
   Web of Science ®Google Scholar
• Magrin-Chagnolleau, I., and R.G. Baraniuk. 1999. Empirical mode decomposition based time-frequency attributes. In SEG Technical Program Expanded Abstracts 1999: 1949–52.
   Google Scholar
• Mallat, S. 1999. A wavelet tour of signal processing. Cambridge, UK: Cambridge university press.
   Google Scholar
• Manjula, M., and A.V.R.S. Sarma. 2012. Comparison of empirical mode decomposition and wavelet based classification of power quality events. Energy Procedia 14: 1156–62.
   Google Scholar
• Max, M.D. (ed). 2003. Natural gas hydrate in oceanic and permafrost environments. Vol. 5. New York USA: Springer Science & Business Media.
   Google Scholar
• Mohapatra, P. 2006. Sequence stratigraphic approach for identification of hydrocarbon plays in Mahanadi offshore basin. In 6th International Conference & Exposition on Petroleum Geophysics, 672–677.
   Google Scholar
• Morlet, J., G. Arens, E. Fourgeau, and D. Glard. 1982. Wave propagation and sampling theory—part I: Complex signal and scattering in multilayered media. Geophysics 47: 203–21.
   Web of Science ®Google Scholar
• Ojha, M., and K. Sain. 2009. Seismic attributes for identifying gas-hydrates and free-gas zones: Application to the Makran accretionary prism. Episodes 32, no. 4: 264–70.
   Web of Science ®Google Scholar
• Ojha, M., K. Sain, and T.A. Minshull. 2010. Assessment of gas hydrates saturation in the Makran accretionary prism using the offset dependence of seismic amplitudes. Geophysics 75: C1–6.
   Web of Science ®Google Scholar
• Pandey, L., and K. Sain. 2021. Porosity mapping of shallow subsurface sediments: a case study in Mahanadi basin, eastern margin of India. Exploration Geophysics. published Online, https://doi.org/10.1080/08123985.2021.1994352
   Google Scholar
• Petersen, C.J., C. Papenberg, and D. Klaeschen. 2007. Local seismic quantification of gas hydrates and BSR characterization from multi-frequency OBS data at northern Hydrate Ridge. Earth and Planetary Science Letters 255, no. 3: 414–31.
   Web of Science ®Google Scholar
• Prakash, A., B.G. Samanta, and N.P. Singh. 2010. A seismic study to investigate the prospect of gas hydrate in Mahanadi deep water basin, the northeastern continental margin of India. Marine Geophysical Researches 31, no. 4: 253–62.
   Web of Science ®Google Scholar
• Pratap, M., S.K. Singh, K.K. Chpra, P. Kumar, Y. Yamada, N. Tenma, K. Sain, et al. 2019. Marine gas hydrate reservoir systems along the eastern continental margin of India: Results of the National Gas Hydrate Program Expedition 02. Journal of Marine and Petroleum Geology vol. 108: 746.
   Web of Science ®Google Scholar
• Ramu, C., S.L. Sunkara, R. Ramu, and K. Sain. 2021. An ANN-based identification of geological features using multi-attributes: A case study from Krishna-Godavari basin, India. Arabian Journal of Geosciences 14, no. 299: 1–10.
   Google Scholar
• Ramu, R., and K. Sain. 2019. Characterization of gas hydrates reservoirs in Krishna-Godavari basin, eastern Indian margin. Joural of the Geological Society of India 93: 539–45.
   Web of Science ®Google Scholar
• Ramu, R., and K. Sain. 2021. Multi-attribute and artificial neural network analysis of seismic inferred chimney-like features in marine sediments: A study from KG Basin, India. Journal of the Geological Society of India 97: 238–42.
   Web of Science ®Google Scholar
• Sain, K., A.K. Singh, N.K. Thakur, and R.K. Khanna. 2009. Seismic quality factor observations for gas hydrate-bearing sediments on western Indian margin. Marine Geophysical Research 30: 137–45.
   Web of Science ®Google Scholar
• Sain, K., and A.K. Singh. 2011. Seismic quality factors across a bottom simulating reflector in the Makran Accretionary Prism, Arabian Sea. Marine and Petroleum Geology 28, no. 10: 1838–43.
   Web of Science ®Google Scholar
• Sain, K., and H. Gupta. 2012. Gas hydrates in India: Potential and development. Gondwana Research 22, no. 2: 645–57.
   Web of Science ®Google Scholar
• Sain, K., and H.K. Gupta. 2008. Gas hydrates: Indian scenario. Journal of the Geological Society of India 72: 299–311.
   Web of Science ®Google Scholar
• Sain, K., M. Ojha, N. Satyavani, G.A. Ramadass, T. Ramprasad, S.K. Das, and H.K. Gupta. 2012. Gas hydrates in Krishna-Godavari and Mahanadi basins: new data. Journal of the Geological Society of India 79: 553–6.
   Web of Science ®Google Scholar
• Sain, K., T.A. Minshull, S.C. Singh, and R.W. Hobbs. 2000. Evidence for a thick free gas layer beneath the bottom simulating reflector in the Makran accretionary prism. Marine Geology 164, no. 1: 3–12.
   Web of Science ®Google Scholar
• Sain, K., V. Rajesh, N. Satyavani, K.V. Subbarao, and C. Subrahmanyam. 2011. Gas hydrates stability thickness map along the Indian continental margin. Marine and Petroleum Geology 28: 1779–86.
   Web of Science ®Google Scholar
• Sastri, V.V., B.S. Venkatachala, and V. Narayanan. 1981. The evolution of the east coast of India. Palaeogeography, Palaeoclimatology, Palaeoecology 36, no. 1–2: 23–54.
   Web of Science ®Google Scholar
• Satyavani, N., and K. Sain. 2015. Seismic insights into bottom simulating reflection (BSR) in the Krishna-Godavari basin, Eastern margin of India. Marine Georesources & Geotechnology 33, no. 3: 191–201.
   Web of Science ®Google Scholar
• Satyavani, N., K. Sain, M. Lall, and B.J.P. Kumar. 2008. Seismic attribute study for gas hydrates in the Andaman Offshore India. Marine Geophysical Researches 29, no. 3: 167–75.
   Web of Science ®Google Scholar
• Shankar, U., and M. Riedel. 2014. Assessment of gas hydrate saturation in marine sediments from resistivity and compressional-wave velocity log measurements in the Mahanadi Basin, India. Marine and Petroleum Geology 58: 265–77.
   Web of Science ®Google Scholar
• Shankar, U., D.K. Gupta, D. Bhowmick, and K. Sain. 2013. Gas hydrate and free-gas saturations using rock physics modeling at site NGHP-01-05 in the Krishna-Godavari basin, eastern Indian margin. Journal of Petroleum Science and Engineering 106: 62–70.
   Web of Science ®Google Scholar
• Sloan, E.D. 1998. Clathrate hydrates of natural gases, 2nd ed. New York: Marcel Dakker In, 628.
   Google Scholar
• Subramanian, V. 1978. Input by Indian rivers into the world oceans. Proceedings of the Indian Academy of Sciences-Section A, Earth and Planetary Sciences 87, no. 7: 77–88.
   Web of Science ®Google Scholar
• Taner, M.T., F. Koehler, and R.E. Sheriff. 1979. Complex seismic trace analysis. Geophysics 44, no. 6: 1041–63.
   Web of Science ®Google Scholar
• Torres, M.E., M.A. Colominas, G. Schlotthauer, and P. Flandrin. 2011, May. A complete ensemble empirical mode decomposition with adaptive noise. In 2011 IEEE international conference on acoustics, speech and signal processing (ICASSP), pp. 4144-4147.
   Google Scholar
• Wu, Z., and N.E. Huang. 2009. Ensemble empirical mode decomposition: A noise-assisted data analysis method. Advances in Adaptive Data Analysis 1, no. 01: 1–41.
   Google Scholar