Using Image Warping for Time-lapse Image Domain Wavefield Tomography
Time-lapse seismic data are widely used for monitoring subsurface changes. A quantitative assessment of how reservoir properties have changed allows for better interpretation of fluid substitution and migration during processes like oil and gas production, and carbon sequestration. Full waveform inv...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Technical Report |
| Published: |
Massachusetts Institute of Technology. Earth Resources Laboratory
2014
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| Online Access: | http://hdl.handle.net/1721.1/90530 |
| _version_ | 1826203611033501696 |
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| author | Yang, Di Malcolm, Alison E. Fehler, Michael |
| author2 | Massachusetts Institute of Technology. Earth Resources Laboratory |
| author_facet | Massachusetts Institute of Technology. Earth Resources Laboratory Yang, Di Malcolm, Alison E. Fehler, Michael |
| author_sort | Yang, Di |
| collection | MIT |
| description | Time-lapse seismic data are widely used for monitoring subsurface changes. A quantitative assessment of how reservoir properties have changed allows for better interpretation of fluid substitution and migration during processes like oil and gas production, and carbon sequestration. Full waveform inversion has been proposed as a way to retrieve quantitative estimates of subsurface properties through seismic waveform fitting. However, for most monitoring systems, the offset range versus depth of interest is not large enough to provide information about the low wavenumber velocity model. In this study, we present a wavefield tomography method using the local warping between baseline and time-lapse images as the cost function. The new cost function is sensitive to volumetric velocity anomalies, and capable of handling large velocity changes, where traditional full waveform inversion fails. In this paper, we first describe the theory and workflow of our method, and then we show a numerical example to demonstrate its advantages. |
| first_indexed | 2024-09-23T12:40:21Z |
| format | Technical Report |
| id | mit-1721.1/90530 |
| institution | Massachusetts Institute of Technology |
| last_indexed | 2024-09-23T12:40:21Z |
| publishDate | 2014 |
| publisher | Massachusetts Institute of Technology. Earth Resources Laboratory |
| record_format | dspace |
| spelling | mit-1721.1/905302019-04-12T22:15:02Z Using Image Warping for Time-lapse Image Domain Wavefield Tomography Yang, Di Malcolm, Alison E. Fehler, Michael Massachusetts Institute of Technology. Earth Resources Laboratory Time-lapse seismic data are widely used for monitoring subsurface changes. A quantitative assessment of how reservoir properties have changed allows for better interpretation of fluid substitution and migration during processes like oil and gas production, and carbon sequestration. Full waveform inversion has been proposed as a way to retrieve quantitative estimates of subsurface properties through seismic waveform fitting. However, for most monitoring systems, the offset range versus depth of interest is not large enough to provide information about the low wavenumber velocity model. In this study, we present a wavefield tomography method using the local warping between baseline and time-lapse images as the cost function. The new cost function is sensitive to volumetric velocity anomalies, and capable of handling large velocity changes, where traditional full waveform inversion fails. In this paper, we first describe the theory and workflow of our method, and then we show a numerical example to demonstrate its advantages. Massachusetts Institute of Technology. Earth Resources Laboratory (Founding Members Consortium) 2014-10-02T14:56:51Z 2014-10-02T14:56:51Z 2013 Technical Report http://hdl.handle.net/1721.1/90530 Earth Resources Laboratory Industry Consortia Annual Report;2013-36 application/pdf Massachusetts Institute of Technology. Earth Resources Laboratory |
| spellingShingle | Yang, Di Malcolm, Alison E. Fehler, Michael Using Image Warping for Time-lapse Image Domain Wavefield Tomography |
| title | Using Image Warping for Time-lapse Image Domain Wavefield Tomography |
| title_full | Using Image Warping for Time-lapse Image Domain Wavefield Tomography |
| title_fullStr | Using Image Warping for Time-lapse Image Domain Wavefield Tomography |
| title_full_unstemmed | Using Image Warping for Time-lapse Image Domain Wavefield Tomography |
| title_short | Using Image Warping for Time-lapse Image Domain Wavefield Tomography |
| title_sort | using image warping for time lapse image domain wavefield tomography |
| url | http://hdl.handle.net/1721.1/90530 |
| work_keys_str_mv | AT yangdi usingimagewarpingfortimelapseimagedomainwavefieldtomography AT malcolmalisone usingimagewarpingfortimelapseimagedomainwavefieldtomography AT fehlermichael usingimagewarpingfortimelapseimagedomainwavefieldtomography |