Time-lapse full-waveform permeability inversion: A feasibility study

Author:

Yin Ziyi1,Louboutin Mathias12,Møyner Olav3,Herrmann Felix J.1

Affiliation:

1. Georgia Institute of Technology, Atlanta, Georgia, USA..

2. Formerly Georgia Institute of Technology; presently Devito Codes Ltd., Atlanta, Georgia, USA..

3. SINTEF Digital, Trondheim, Norway..

Abstract

Time-lapse seismic monitoring necessitates integrated workflows that combine seismic and reservoir modeling to enhance reservoir property estimation. We present a feasibility study of an end-to-end inversion framework that directly inverts for permeability from multiple prestack time-lapse seismic data sets. To assess the method's robustness, we design experiments focusing on its sensitivity to initial models, potential errors in modeling, and crosstalk during multiparameter inversion. Our study leverages the publicly available Compass model to simulate CO2 storage in saline aquifers. This model is derived from well and seismic data from the North Sea in an area that is currently considered for geologic carbon storage.

Funder

Georgia Research Alliance

National Science Foundation

Publisher

Society of Exploration Geophysicists

Reference55 articles.

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3. A Monte Carlo approach to the joint estimation of reservoir and elastic parameters from seismic amplitudes

4. Seismic inversion for reservoir properties combining statistical rock physics and geostatistics: A review

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