Simultaneous inversion for velocity and attenuation by waveform tomography
Author(s)
Gao, F
Wang, Y
Type
Journal Article
Abstract
© 2016 Elsevier B.V.Seismic waveform tomography can invert for the velocity and attenuation (Q-1) variations simultaneously. For this simultaneous inversion, we propose two strategies for waveform tomography. First, we analyze the contributions of the real part and the imaginary part of the gradients, associated with the velocity and attenuation parameters respectively, and determine that the combination of the real part of the gradient subvector for the velocity parameter and the imaginary part of the gradient subvector for the attenuation parameter would produce an optimal inversion result. Second, we attempt to balance the sensitivities of the objective function to the velocity and the attenuation parameters. Considering the magnitude differences between these two-type parameters in the simultaneous inversion, we apply preliminarily a normalization to both the velocity model and the attenuation model. However, for balancing their sensitivities, we further adjust the corresponding model updates using a tuning factor. We determine this tuning parameter adaptively, based on the sensitivities of these two parameters, at each iteration. Numerical tests demonstrate the feasibility and reliability of these two strategies in full waveform inversion.
Date Issued
2016-08-01
Date Acceptance
2016-05-24
Citation
Journal of Applied Geophysics, 2016, 131 (1), pp.103-108
ISSN
0926-9851
Publisher
Elsevier
Start Page
103
End Page
108
Journal / Book Title
Journal of Applied Geophysics
Volume
131
Issue
1
Copyright Statement
© 2016 Elsevier B.V. All rights reserved. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/
Subjects
Geochemistry & Geophysics
Geophysics
Geomatic Engineering
Attenuation
Waveform tomography
Tuning factor
Full waveform inversion
Simultaneous inversion
Publication Status
Published