Focusing geophysical inversion images

Citation
O. Portniaguine et Ms. Zhdanov, Focusing geophysical inversion images, GEOPHYSICS, 64(3), 1999, pp. 874-887
Citations number
15
Categorie Soggetti
Earth Sciences
Journal title
GEOPHYSICS
ISSN journal
00168033 → ACNP
Volume
64
Issue
3
Year of publication
1999
Pages
874 - 887
Database
ISI
SICI code
0016-8033(199905/06)64:3<874:FGII>2.0.ZU;2-Y
Abstract
A critical problem in inversion of geophysical data is developing a stable inverse problem solution that can simultaneously resolve complicated geolog ical structures. The traditional way to obtain a stable solution is based o n maximum smoothness criteria. This approach, however, provides smoothed un focused images of real geoelectrical structures. Recently, a new approach t o reconstruction of images has been developed based on a total variational stabilizing functional. However, in geophysical applications it still produ ces distorted images. In this paper we develop a new technique to solve thi s problem which we call focusing inversion images. It is based on specially selected stabilizing functionals, called minimum gradient support (MGS) fu nctionals, which minimize the area where strong model parameter variations and discontinuity occur. We demonstrate that the MGS functional, in combina tion with the penalization function, helps to generate clearer and more foc used images for geological structures than conventional maximum smoothness or total variation functionals. The method has been successfully tested on synthetic models and applied to real gravity data.