Least squares reverse-time migration in the pseudodepth domain and reservoir exploration
Sun Xiao-Dong1,2, Jia Yan-Rui1, Zhang Min1, Li Qing-Yang1, and Li Zhen-Chun1
1. China University of Petroleum (East China), Qingdao 266580, China.
2. Laboratory for Marine Mineral Resource, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China.
Abstract:
Least squares reverse-time migration (LSRTM) is an inversion method that removes artificial images and preserves the amplitude of reflectivity sections. LSRTM has been used in reservoir exploration and processing of 4D seismic data. LSRTM is, however, a computationally costly and memory-intensive method. In this study, LSRTM in the pseudodepth domain was combined with the conjugate gradient method to reduce the computational cost while maintaining precision. The velocity field in the depth domain was transformed to the velocity field in the pseudodepth domain; thus, the total number of vertical sampling points was reduced and oversampling was avoided. Synthetic and field data were used to validate the proposed method. LSRTM in the pseudodepth domain in conjunction with the conjugate gradient method shows potential in treating field data.
. Least squares reverse-time migration in the pseudodepth domain and reservoir exploration[J]. APPLIED GEOPHYSICS, 2018, 15(2): 234-239.
[1]
Alkhalifah, T., Formel, S., and Biondi, B., 2001, The space-time domain: Theory and modeling for anisotropic media: Geophysical Journal International, 144(1), 105−113.
[2]
Chen,Y. Q., Dutta G.,Dai, W., andSchuster, G. T., 2017, Q-least-squares reverse time migration with viscoacoustic deblurring filters:Geophysics,82(6), 425−438.
[3]
Dai, W.,andSchuster, J., 2009, Least-squares migration of simultaneous sources data with a deblurring filter: 79th Annual Meeting, SEG, Extended Abstract, 2990-2994.
[4]
Dai, W.,Boonyasiriwat, C., andSchuster, G. T., 2010, 3D Multi-source Least-squares Reverse Time Migration: 80th Annual Meeting, SEG, Extended Abstract, 3120-3124.
[5]
Dutta, G.,andSchuster, G. T., 2014,Attenuation compensation for least-squares reverse time migration using the viscoacoustic-wave equation:Geophysics,79(6), 251-262.
[6]
Erlangga, Y.,Kees, V.,Kees, O.,Plessix, R. E., andMulder, W. A.,2004, A robust iterative solver for the two-way wave equation based on a complex shifted-Laplace preconditioner: 74th Annual Meeting, SEG, Extended Abstract, 1897-1900.
[7]
Li, G. H., Feng, J. G., and Zhu, G. M., 2011, Quasi-P wave forward modeling in viscoelastic VTI media in frequency-space domain: Chinese Journal of Geophysic, 54(1), 200−207.
[8]
Li, Q. Y., Huang, J. P., and Li, Z. C., 2017, Cross-correlation least-squares reverse time migration in the pseudo-time domain: Journal of Geophysics and Engineering, 14(4), 841−851.
[9]
Liu, H. W., Ding, R. W., Liu, L., and Liu, H., 2013, Wavefield reconstruction methods for reverse time migration: Journal of Geophysics and Engineering, 10(1), 1−6.
[10]
Liu, L., Ding, R. W., Liu, H. W., and Liu, H., 2015, 3D hybrid-domain full waveform inversion on GPU: Computers & Geosciences, 83, 27−36.
[11]
Ma, X., and Alkhalifah, T., 2013, Wavefield extrapolation in pseudo-depth domain: Geophysics, 78(2), 81−91.
Sun,J. Z., Fomel,S., Zhu, T. Y., andHu, J. W.,2016, Q-compensated least-squares reverse time migration using low-rank one-step wave extrapolation:Geophysics,81(4), 271-279.
[14]
Sun, X. D., Ge, Z. H., and Li, Z. C., 2017, Conjugate gradient and cross-correlation based least-square reverse time migration and its application: Applied Geophysics, 14(3), 381-386.
[15]
Tang, Y. X.,2009,Target-oriented wave-equation least-squares migration/inversion with phase-encoded Hessian:Geophysics,74(6), 95-107.
[16]
Wong, M.,Ronen, S., andBiondi, B., 2011, Least-squares reverse time migration/inversion for ocean bottom data: A case study: 81st Annual Meeting, SEG, Extended Abstract, 2369-2373.
[17]
Yang, S. T., Wei, J. C., Cheng, J. L., Shi, L. Q., and Wen, Z. J., 2016, Numerical simulations of full-wave fields and analysis of channel wave characteristics in 3-D coal mine roadway models: Applied Geophysics, 13(4), 621−630.
[18]
Zhang, D. L.,andSchuster, G. T., 2014,Least-squares reverse time migration of multiples:Geophysics, 79(1), 11-21.
[19]
Zhang,Y., Duan, L., andXie,Y., 2013, A stable and practical implementation of least-squares reverse time migration: 83rd Annual Meeting, SEG, Extended Abstract, 3716-3720.