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Time-lapse 4-D resistivity imaging inversion with positivity constraints
conference contribution
posted on 2019-03-21, 13:47 authored by Meng H. Loke, Paul Wilkinson, Torleif Dahlin, J.E. Chambers, S. Uhlemann, Tom DijkstraTom Dijkstra© 2019 24th European Meeting of Environmental and Engineering Geophysics. All rights reserved. Time-lapse resistivity surveys are used to monitor changes in the subsurface. In some situations, it is known that the resistivity will only decrease (or increase) with time. The 4-D ERT smoothness-constrained inversion method, that includes temporal smoothness constraint, has proved to be a robust method that reduces artefacts due to noise. However, in some cases, the time-lapse inverse models might show an increase in the resistivity with time where it is only expected to decrease. We modify the 4-D ERT inverse method to include a constraint that removes this artefact. The standard 4-D ERT inversion algorithm is first used to generate an initial model. If the resistivity is expected to decrease with time, for the model cells that show a resistivity increase with time, a truncation procedure is used where the resistivities of the different time models are reset to the mean value (corresponding to zero change with time). We then use the method of transformations in the inversion method that ensures the resistivities of the later time models are always less than the first model. The constraints can be modified so that they are only applied to selected regions in the model in cases where additional information is available.
History
School
- Architecture, Building and Civil Engineering
Published in
near surface geoscience 2018 24th European Meeting of Environmental and Engineering GeophysicsCitation
LOKE, M.H. ... et al., 2019. Time-lapse 4-D resistivity imaging inversion with positivity constraints. near surface geoscience. Presented at the 24th European Meeting of Environmental and Engineering Geophysics Porto, Portugal, 9-13th Sept.Publisher
European Association of Geoscientists and Engineers, EAGEVersion
- VoR (Version of Record)
Publisher statement
This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/Publication date
2019Notes
This paper is in closed access.ISBN
9789462822634Publisher version
Language
- en