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An approximate least squares reflectivity inversion in the presence of density

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Abstract

Traditional least-squares reverse time migration (LSRTM) often aims to improve the quality of seismic imaging, such as removing the acquisition footprint, suppressing migration artifacts and enhancing resolution. In this paper, we find that the conventional reflectivity defined in the LSRTM is related to the normal-incident reflection coefficient and the background velocity. Compared with the defined reflectivity, our inverted result is relatively “true”. With reflected data, LSRTM is mainly sensitive to impedance perturbations. According to an approximate relationship between them, we reformulate the perturbation related system into a reflection-coefficient related one. Then, we seek the inverted image through linearized iteration. Moreover, with the assumption that the density varies more gradually than the migration velocity, only the knowledge of the latter is required, although the reflected waves are produced at impedance discontinuities. We test our method using the 2D Marmousi synthetic dataset.

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References

  • Beylkin G., Oristaglio M. and Miller D., 1985. Spatial resolution of migration algorithms. In: Berkhout A.J., Ridder J. and van der Wal L.F.(Eds), Acoustical Imaging, 14, Springer, Boston, MA, 155–168.

    Chapter  Google Scholar 

  • Claerbout J.F., 1992. Earth Soundings Analysis: Processing versus Inversion. Blackwell Science.

    Google Scholar 

  • Clapp M.L., Clapp R.G. and Biondi B.L., 2005. Regularized least-squares inversion for 3-D subsalt imaging. SEG Technical Program Expanded Abstracts 2005, 1814–1817.

    Article  Google Scholar 

  • Dai W. and Schuster G., 2013. Plane-wave least-squares reverse-time migration. Geophysics, 78, S165–S177.

    Article  Google Scholar 

  • Dutta G. and Schuster G., 2014. Attenuation compensation for least-squares reverse time migration using the visco-acoustic wave-equation. Geophysics, 79, S251–S262.

    Article  Google Scholar 

  • Guitton A., Valenciano A., Bevc D. and Claerbout J., 2007. Smoothing image condition for shotprofile migration. Geophysics, 72, S149–S154.

    Article  Google Scholar 

  • Huang Y. and Schuster G.T., 2012. Multisource least-squares migration of marine streamer data and land data with frequency-division encoding. Geophys. Prospect., 60, 663–680.

    Article  Google Scholar 

  • Huang Y., Dutta G., Dai W., Wang X., Schuster G.T. and Yu J., 2014. Making the most out of leastsquares migration. Leading Edge, 33, 954–960.

    Article  Google Scholar 

  • Kaplan S.T., Routh P.S. and Sacchi M.D., 2010. Derivation of forward and adjoint operators for least-squares shot-profile split-step migration. Geophysics, 75, S225–S235.

    Article  Google Scholar 

  • Kuehl H. and Sacchi M., 2002. Robust AVP estimation using least-squares wave-equation migration. SEG Technical Program Expanded Abstracts 2002, 281–284.

    Google Scholar 

  • Lailly P., 1983, The seismic inverse problem as a sequence of before stack migrations. In: Bednar J.B., Redner R., Robinson E. and Weglein A. (Eds), Conference on Inverse Scattering-Theory and Application. Society for Industrial and Applied Mathematics, Philadelphia, 206–220.

    Google Scholar 

  • Liu S., Li X., Wang W. and Zhu T., 2015. Source wavefield reconstruction using a linear combination of the boundary wavefield in reverse time migration. Geophysics, 80, S203–S212.

    Article  Google Scholar 

  • Liu Q., Zhang J. and Gao H., 2017. Reverse-time migration from rugged topography using irregular, unstructured mesh. Geophys. Prospect., 65, 453–466.

    Article  Google Scholar 

  • Nemeth T., Wu C. and Schuster G.T., 1999. Least-squares migration of incomplete reflection data. Geophysics, 64, 208–221.

    Article  Google Scholar 

  • Plessix R.E., 2006. A review of the adjoint-state method for computing the gradient of a functional with geophysical applications. Geophys. J. Int., 167, 495–503.

    Article  Google Scholar 

  • Plessix R.E. and Li Y., 2013. Waveform acoustic impedance inversion with spectral shaping. Geophys. J. Int., 195, 301–314.

    Article  Google Scholar 

  • Plessix R.E. and Mulder W.A. 2004. Frequency-domain finite difference amplitude preserving migration. Geophys. J. Int., 157, 975–987.

    Article  Google Scholar 

  • Schuster G.T., 1993. Least-squares cross-well migration. SEG Technical Program Expanded Abstracts 1993, 110–113.

    Google Scholar 

  • Tan S. and Huang L., 2014. Least-squares reverse-time migration with a wavefield-separation imaging condition and updated source wavefields. Geophysics, 79, S195–S205.

    Article  Google Scholar 

  • Tang Y., 2008. Wave-equation Hessian by phase encoding. SEG Technical Program Expanded Abstracts 2008, 2201–2205.

    Google Scholar 

  • Ten Kroode F., 2012. A wave-equation-based Kirchhoff operator. Inverse Probl., 28, 115013, DOI: 10.1088/0266-5611/28/11/115013.

    Article  Google Scholar 

  • Virieux J., 1986. P-SV wave propagation in heterogeneous media, velocity-stress finite difference method. Geophysics, 51, 889–901.

    Article  Google Scholar 

  • Virieux J. and Operto S, 2009. An overview of full-waveform inversion in exploration geophysics. Geophysics, 74, WCC127–WCC152.

    Article  Google Scholar 

  • Wang J. and Sacchi M.D., 2007. High-resolution wave equation AVP imaging with sparseness constraints. Geophysics, 72, S11–S18.

    Article  Google Scholar 

  • Wang J., Kuehl H. and Sacchi M.D., 2005. High-resolution wave-equation AVA imaging: Algorithm and tests with a data set from the Western Canadian Sedimentary Basin. Geophysics, 70, S91–S99.

    Article  Google Scholar 

  • Zhang Y., Duan L. and Xie Y., 2015. A stable and practical implementation of least-squares reverse time migration. Geophysics, 80, V23–V31.

    Article  Google Scholar 

  • Zhang Y., Ratcliffe A., Roberts G. and Duan L., 2014. Amplitude-preserving reverse time migration: From reflectivity to velocity and impedance inversion. Geophysics, 79, S271–S283.

    Article  Google Scholar 

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Correspondence to Yongming Lu.

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Lu, Y., Liu, X. An approximate least squares reflectivity inversion in the presence of density. Stud Geophys Geod 62, 364–379 (2018). https://doi.org/10.1007/s11200-017-1247-8

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  • DOI: https://doi.org/10.1007/s11200-017-1247-8

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