Geostatistically Constrained Seismic Deconvolution
Author(s)
Kane, Jonathan
Al-Moqbel, Abdulrahman
Rodi, William
Toksoz, M. Nafi
Date Issued
2002
Publisher
Massachusetts Institute of Technology. Earth Resources Laboratory
Series/Report no.
Earth Resources Laboratory Industry Consortia Annual Report;2002-08
Abstract
We present a method for combining seismic deconvolution and geostatistical interpolation. Both
problems are posed as a single joint inverse problem in the maximum likelihood framework. Joint
inversion allows for well data to improve the deconvolution results and, conversely, allows the seismic
data to improve the interpolation of well data. Traditional interpolation and trace-by-trace deconvolution
are special cases of the joint inverse problem. Inversion is performed on 2-D and 3-D field data sets.
Subjects
Inversion
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