| PACKAGE ID: | 002362MLTPL00 MCMCSM |
| KWIC TITLE: | Markov Chain Monte Carlo Sampling Methods for 1D Seismic and EM Data Inversion |
| AUTHORS: | Jinsong Chen |
| LIMITATION/AUDIENCE CODE: | COPY/LIM |
| COMPLETION DATE: | 09/22/2006 |
| PUBLICATION DATE: | 09/22/2008 |
| DESCRIPTION: | This software provides several Markov chain Monte Carlo sampling methods for the Bayesian model developed for inverting 1D marine seismic and controlled source electromagnetic (CSEM) data. The current software can be used for individual inversion of seismic AVO and CSEM data and for joint inversion of both seismic and EM data sets.
The structure of the software is very general and flexible, and it allows users to incorporate their own forward simulation codes and rock physics model codes easily into this software. Although the softwae was developed using C and C++ computer languages, the user-supplied codes can be written in C, C++, or various versions of Fortran languages. The software provides clear interfaces for users to plug in their own codes. The output of this software is in the format that the R free software CODA can directly read to build MCMC objects. |
| PACKAGE CONTENTS: | Media Directory; Software Abstract; Media Includes Source Code; / 1 CD-ROM |
| SOURCE CODE INCLUDED? | Y |
| MEDIA URL: | |
| MEDIA QUANTITY: | N |
| COMPUTER: | MLT-PLTFM |
| OPERATING SYSTEMS: | Linux, Unix, or Windows |
| REFERENCES: | Chen, J., M. Hoversten, D. Vasco, Y. Rubin, and Z. Hou (in revision), A Bayesian model for gas saturation estimation using marine seismic AVA and CSEM data, Geophysics.
Chen, J.; M. Hoversten; D. Vasco; Y. Rubin; and Z. Hou (2004), Joint stochastic inversion of seismic AVO and EM data for gas saturation estimation using a sampling-based stochastic model, SEG Expanded Abstracts, 23, 236. |
| ABSTRACT STATUS: | AS-IS 06/10/2009 |
| SPONSOR: | DOE |
| RESEARCH ORG: | Lawrence Berkeley National Lab |
| PACKAGE TYPE: | AS-IS |
| PACKAGE STATUS: | RDY |