TY - JOUR
T1 - Inversion gradients for acoustic VTI wavefield tomography
AU - Li, Vladimir
AU - Wang, Hui
AU - Tsvankin, Ilya
AU - Díaz, Esteban
AU - Alkhalifah, Tariq Ali
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: We thank Paul Fowler, Jorg Schleicher, and the A(nisotropy)- and i(maging)-Teams at CWP for fruitful discussions. We also thank associate editor Igor Ravve and reviewers Alexey Stovas, Jiubing Cheng, and Junzhe Sun for their helpful comments. This work was supported by the Consortium Project on Seismic Inverse Methods for Complex Structures at CWP and the competitive research funding from King Abdullah University of Science and Technology (KAUST). The reproducible numeric examples in this paper are generated with the Madagascar open-source software package (Fomel et al., 2013a) freely available from http://www.ahay.org.
PY - 2017/6/7
Y1 - 2017/6/7
N2 - Wavefield tomography can handle complex subsurface geology better than ray-based techniques and, ultimately, provide a higher resolution. Here, we implement forward and adjoint wavefield extrapolation for VTI (transversely isotropic with a vertical symmetry axis) media using a generalized pseudospectral operator based on a separable approximation for the P-wave dispersion relation. This operator is employed to derive the gradients of the differential semblance optimization (DSO) and modified image-power objective functions. We also obtain the gradient expressions for a data-domain objective function that can more easily incorporate borehole information necessary for stable VTI velocity analysis. These gradients are similar to the ones obtained with a space-time finite-difference (FD) scheme for a system of coupled wave equations but the pseudospectral method is not hampered by the imprint of the shear-wave artifact. Numerical examples also show the potential advantages of the modified image-power objective function in estimating the anellipticity parameter η.
AB - Wavefield tomography can handle complex subsurface geology better than ray-based techniques and, ultimately, provide a higher resolution. Here, we implement forward and adjoint wavefield extrapolation for VTI (transversely isotropic with a vertical symmetry axis) media using a generalized pseudospectral operator based on a separable approximation for the P-wave dispersion relation. This operator is employed to derive the gradients of the differential semblance optimization (DSO) and modified image-power objective functions. We also obtain the gradient expressions for a data-domain objective function that can more easily incorporate borehole information necessary for stable VTI velocity analysis. These gradients are similar to the ones obtained with a space-time finite-difference (FD) scheme for a system of coupled wave equations but the pseudospectral method is not hampered by the imprint of the shear-wave artifact. Numerical examples also show the potential advantages of the modified image-power objective function in estimating the anellipticity parameter η.
UR - http://hdl.handle.net/10754/623093
UR - http://library.seg.org/doi/10.1190/geo2016-0624.1
UR - http://www.scopus.com/inward/record.url?scp=85021675920&partnerID=8YFLogxK
U2 - 10.1190/geo2016-0624.1
DO - 10.1190/geo2016-0624.1
M3 - Article
SN - 0016-8033
VL - 82
SP - WA55-WA65
JO - GEOPHYSICS
JF - GEOPHYSICS
IS - 4
ER -