Uncertainty quantification for the CO2 storage efficiency in heterogeneous saline aquifers: The impact of variability in the lithology distribution
Geological storage of anthropogenic CO2 can require a preliminary evaluation and ranking of subsurface reservoirs characterized by limited geophysical data. On the basis of regional concepts and trends, only some geostatistical variables can be estimated for the potential storage reservoirs near a C...
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Published in | International journal of greenhouse gas control Vol. 144 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.06.2025
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Subjects | |
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Abstract | Geological storage of anthropogenic CO2 can require a preliminary evaluation and ranking of subsurface reservoirs characterized by limited geophysical data. On the basis of regional concepts and trends, only some geostatistical variables can be estimated for the potential storage reservoirs near a CO2 emitter. Consequently, the storage efficiency may be subject to a substantial uncertainty caused by the variability in the heterogeneous distribution of geological parameters, which details are not exactly known without extensive geophysical surveys. We evaluate that uncertainty by the numerical modeling of the CO2 storage efficiency in open heterogeneous aquifers. Using geostatistical modeling, we generate a large dataset of synthetic heterogeneous reservoir models characterized by various lithofacies ratios and distributions. We then simulate the injection of CO2 through a standalone vertical well to propagate the uncertainty forward to the storage efficiency. We show that the efficiency is characterized by a significant variance. Through an extensive parametric study of the statistical characteristics, we propose several recommendations for the CO2 storage site selection in the regional surveys. We show that the storage is more efficient in aquifers built of thin and extended reservoir interlayers at a specific net-to-gross ratio. The heterogeneity should also be isotropic in the lateral directions. We propose useful scaling relationships for the efficiency against the variogram ranges and the net-to-gross ratio. Finally, we show that the uncertainty in the efficiency cannot significantly be reduced using the well logging data.
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•CO2 storage efficiency in heterogeneous aquifers is characterized by large variance.•Efficiency is evaluated against the lithofacies proportions and distribution.•Geological storage of CO2 is more efficient in layered reservoirs.•CO2 storage is more efficient in aquifers with a specific net-to-gross ratio.•Well logging at a standalone well cannot reduce the uncertainty in efficiency. |
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AbstractList | Geological storage of anthropogenic CO2 can require a preliminary evaluation and ranking of subsurface reservoirs characterized by limited geophysical data. On the basis of regional concepts and trends, only some geostatistical variables can be estimated for the potential storage reservoirs near a CO2 emitter. Consequently, the storage efficiency may be subject to a substantial uncertainty caused by the variability in the heterogeneous distribution of geological parameters, which details are not exactly known without extensive geophysical surveys. We evaluate that uncertainty by the numerical modeling of the CO2 storage efficiency in open heterogeneous aquifers. Using geostatistical modeling, we generate a large dataset of synthetic heterogeneous reservoir models characterized by various lithofacies ratios and distributions. We then simulate the injection of CO2 through a standalone vertical well to propagate the uncertainty forward to the storage efficiency. We show that the efficiency is characterized by a significant variance. Through an extensive parametric study of the statistical characteristics, we propose several recommendations for the CO2 storage site selection in the regional surveys. We show that the storage is more efficient in aquifers built of thin and extended reservoir interlayers at a specific net-to-gross ratio. The heterogeneity should also be isotropic in the lateral directions. We propose useful scaling relationships for the efficiency against the variogram ranges and the net-to-gross ratio. Finally, we show that the uncertainty in the efficiency cannot significantly be reduced using the well logging data.
[Display omitted]
•CO2 storage efficiency in heterogeneous aquifers is characterized by large variance.•Efficiency is evaluated against the lithofacies proportions and distribution.•Geological storage of CO2 is more efficient in layered reservoirs.•CO2 storage is more efficient in aquifers with a specific net-to-gross ratio.•Well logging at a standalone well cannot reduce the uncertainty in efficiency. |
ArticleNumber | 104384 |
Author | Tsvetkova, Yulia Penigin, Artem Dymochkina, Maria Grechko, Sergey Maksakov, Kirill Afanasyev, Andrey Andreeva, Anna Vedeneeva, Elena Sypchenko, Irina Pavlov, Vladimir Chernova, Anna |
Author_xml | – sequence: 1 givenname: Andrey orcidid: 0000-0002-2284-7144 surname: Afanasyev fullname: Afanasyev, Andrey email: afanasyev@imec.msu.ru organization: Institute of Mechanics, Moscow State University, Moscow 119192, Russia – sequence: 2 givenname: Irina orcidid: 0009-0000-8638-6634 surname: Sypchenko fullname: Sypchenko, Irina organization: Institute of Mechanics, Moscow State University, Moscow 119192, Russia – sequence: 3 givenname: Anna orcidid: 0000-0002-4606-7492 surname: Andreeva fullname: Andreeva, Anna organization: Institute of Mechanics, Moscow State University, Moscow 119192, Russia – sequence: 4 givenname: Sergey orcidid: 0000-0002-9551-341X surname: Grechko fullname: Grechko, Sergey organization: Institute of Mechanics, Moscow State University, Moscow 119192, Russia – sequence: 5 givenname: Maria surname: Dymochkina fullname: Dymochkina, Maria email: dymochkina.mg@gazpromneft-ntc.ru organization: Gazpromneft Science and Technology Centre, Saint-Petersburg 190000, Russia – sequence: 6 givenname: Vladimir surname: Pavlov fullname: Pavlov, Vladimir organization: Gazpromneft Science and Technology Centre, Saint-Petersburg 190000, Russia – sequence: 7 givenname: Kirill surname: Maksakov fullname: Maksakov, Kirill organization: Gazpromneft Science and Technology Centre, Saint-Petersburg 190000, Russia – sequence: 8 givenname: Yulia orcidid: 0009-0003-0335-6432 surname: Tsvetkova fullname: Tsvetkova, Yulia organization: Institute of Mechanics, Moscow State University, Moscow 119192, Russia – sequence: 9 givenname: Elena orcidid: 0000-0003-1609-7102 surname: Vedeneeva fullname: Vedeneeva, Elena organization: Institute of Mechanics, Moscow State University, Moscow 119192, Russia – sequence: 10 givenname: Anna orcidid: 0000-0003-0852-5234 surname: Chernova fullname: Chernova, Anna organization: Institute of Mechanics, Moscow State University, Moscow 119192, Russia – sequence: 11 givenname: Artem surname: Penigin fullname: Penigin, Artem email: penigin.av@gazpromneft-ntc.ru organization: Gazpromneft Science and Technology Centre, Saint-Petersburg 190000, Russia |
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Keywords | CCUS Saline aquifer Geostatistical modeling Heterogeneous reservoir Reservoir simulation Sweep efficiency CO2 storage |
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SubjectTerms | CCUS CO2 storage Geostatistical modeling Heterogeneous reservoir Reservoir simulation Saline aquifer Sweep efficiency |
Title | Uncertainty quantification for the CO2 storage efficiency in heterogeneous saline aquifers: The impact of variability in the lithology distribution |
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