Linear Stochastic Analysis of the Partial Reversibility of Ensemble and Effective Dispersion in Heterogeneous Porous Media
Macrodispersion in heterogeneous formations is caused by spatial variability of the velocity field, making different parts of a plume experience different advective displacements. Differential advection interacts with diffusion, which hardly affects longitudinal ensemble dispersion (i.e., the spread...
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description | Macrodispersion in heterogeneous formations is caused by spatial variability of the velocity field, making different parts of a plume experience different advective displacements. Differential advection interacts with diffusion, which hardly affects longitudinal ensemble dispersion (i.e., the spread of the ensemble‐averaged concentration) but determines effective dispersion, that is, the expected spread of individual plumes for point injections. The latter has been suggested as metric of solute mixing. Pure advection is fully reversible, whereas diffusion is completely irreversible. We quantify the partial reversibility of macrodispersion by analyzing the second central ensemble and effective spatial moments for advective‐diffusive transport in heterogeneous domains with flow reversal, applying linear stochastic theory to approximate the corresponding moments and comparing them to particle‐tracking random‐walk simulations in periodic media. Diffusion causes solute particles to deviate from their forward trajectories when flow is reversed. As long as advective memory dominates, both types of second central moments decrease during backward motion, then reach a minimum, and increase again. The reversibility is considerably bigger for ensemble than effective dispersion but the latter also shows partial reversibility, challenging its use as metric of mixing. The stronger diffusion is in comparison to advection, the less reversible dispersion becomes. After equally long times of forward and backward motion, the two types of second central moments differ, but to a much smaller extent than in pure forward motion. In realistic settings, the advective memory affects dispersion so strongly that the asymptotic regime is not reached before the plume center has returned to its origin.
Key Points
We analyze second central moments of plumes undergoing advection and local dispersion in heterogeneous media subject to flow reversal
Both ensemble and effective second central moments decrease upon flow reversal, marking macrodispersion as a partially reversible process
The advective memory affects dispersion over long times after flow reversal, limited by equally long times of forward and backward motion |
doi_str_mv | 10.1029/2022WR033570 |
format | Article |
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Key Points
We analyze second central moments of plumes undergoing advection and local dispersion in heterogeneous media subject to flow reversal
Both ensemble and effective second central moments decrease upon flow reversal, marking macrodispersion as a partially reversible process
The advective memory affects dispersion over long times after flow reversal, limited by equally long times of forward and backward motion</description><identifier>ISSN: 0043-1397</identifier><identifier>EISSN: 1944-7973</identifier><identifier>DOI: 10.1029/2022WR033570</identifier><language>eng</language><publisher>Washington: John Wiley & Sons, Inc</publisher><subject>Advection ; Diffusion ; Dispersion ; linear stochastic theory ; mixing and spreading ; Movement ; Plumes ; Porous media ; push‐pull test ; reversibility ; Solutes ; spatial moments ; Spatial variability ; Spatial variations ; Tracking ; Velocity distribution</subject><ispartof>Water resources research, 2023-01, Vol.59 (1), p.n/a</ispartof><rights>2022. The Authors.</rights><rights>2022. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3029-2dbf1a210f200b2c9e875ffcba491c2d06d114766eed2ec10109478a6d7858e03</cites><orcidid>0000-0002-5213-5148 ; 0000-0002-3940-282X ; 0000-0003-3509-4118</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1029%2F2022WR033570$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2022WR033570$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,1411,11493,27901,27902,45550,45551,46443,46867</link.rule.ids></links><search><creatorcontrib>Stettler, Marie‐Madeleine</creatorcontrib><creatorcontrib>Dentz, Marco</creatorcontrib><creatorcontrib>Cirpka, Olaf A.</creatorcontrib><title>Linear Stochastic Analysis of the Partial Reversibility of Ensemble and Effective Dispersion in Heterogeneous Porous Media</title><title>Water resources research</title><description>Macrodispersion in heterogeneous formations is caused by spatial variability of the velocity field, making different parts of a plume experience different advective displacements. Differential advection interacts with diffusion, which hardly affects longitudinal ensemble dispersion (i.e., the spread of the ensemble‐averaged concentration) but determines effective dispersion, that is, the expected spread of individual plumes for point injections. The latter has been suggested as metric of solute mixing. Pure advection is fully reversible, whereas diffusion is completely irreversible. We quantify the partial reversibility of macrodispersion by analyzing the second central ensemble and effective spatial moments for advective‐diffusive transport in heterogeneous domains with flow reversal, applying linear stochastic theory to approximate the corresponding moments and comparing them to particle‐tracking random‐walk simulations in periodic media. Diffusion causes solute particles to deviate from their forward trajectories when flow is reversed. As long as advective memory dominates, both types of second central moments decrease during backward motion, then reach a minimum, and increase again. The reversibility is considerably bigger for ensemble than effective dispersion but the latter also shows partial reversibility, challenging its use as metric of mixing. The stronger diffusion is in comparison to advection, the less reversible dispersion becomes. After equally long times of forward and backward motion, the two types of second central moments differ, but to a much smaller extent than in pure forward motion. In realistic settings, the advective memory affects dispersion so strongly that the asymptotic regime is not reached before the plume center has returned to its origin.
Key Points
We analyze second central moments of plumes undergoing advection and local dispersion in heterogeneous media subject to flow reversal
Both ensemble and effective second central moments decrease upon flow reversal, marking macrodispersion as a partially reversible process
The advective memory affects dispersion over long times after flow reversal, limited by equally long times of forward and backward motion</description><subject>Advection</subject><subject>Diffusion</subject><subject>Dispersion</subject><subject>linear stochastic theory</subject><subject>mixing and spreading</subject><subject>Movement</subject><subject>Plumes</subject><subject>Porous media</subject><subject>push‐pull test</subject><subject>reversibility</subject><subject>Solutes</subject><subject>spatial moments</subject><subject>Spatial variability</subject><subject>Spatial variations</subject><subject>Tracking</subject><subject>Velocity distribution</subject><issn>0043-1397</issn><issn>1944-7973</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp90MFLwzAUBvAgCs7pzT8g4NXqS9I1zVHmdMLEMZUdS5q-uIyumUk3qX-9G_PgydN3eD8efB8hlwxuGHB1y4Hz-QyEGEg4Ij2m0jSRSopj0gNIRcKEkqfkLMYlAEsHmeyR74lrUAf62nqz0LF1ht41uu6ii9Rb2i6QTnVona7pDLcYoitd7dpufxw1EVdljVQ3FR1Zi6Z1W6T3Lq730DfUNXSMLQb_gQ36TaRTH_bxjJXT5-TE6jrixW_2yfvD6G04TiYvj0_Du0lixK5UwqvSMs0ZWA5QcqMwlwNrTalTxQyvIKsYS2WWIVYcDQMGKpW5ziqZD3IE0SdXh7_r4D83GNti6TdhVzIWXGZKySyX6U5dH5QJPsaAtlgHt9KhKxgU-3WLv-vuuDjwL1dj968t5rPhjGciV-IHRqN8qw</recordid><startdate>202301</startdate><enddate>202301</enddate><creator>Stettler, Marie‐Madeleine</creator><creator>Dentz, Marco</creator><creator>Cirpka, Olaf A.</creator><general>John Wiley & Sons, Inc</general><scope>24P</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7QL</scope><scope>7T7</scope><scope>7TG</scope><scope>7U9</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H94</scope><scope>H96</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><scope>M7N</scope><scope>P64</scope><orcidid>https://orcid.org/0000-0002-5213-5148</orcidid><orcidid>https://orcid.org/0000-0002-3940-282X</orcidid><orcidid>https://orcid.org/0000-0003-3509-4118</orcidid></search><sort><creationdate>202301</creationdate><title>Linear Stochastic Analysis of the Partial Reversibility of Ensemble and Effective Dispersion in Heterogeneous Porous Media</title><author>Stettler, Marie‐Madeleine ; Dentz, Marco ; Cirpka, Olaf A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3029-2dbf1a210f200b2c9e875ffcba491c2d06d114766eed2ec10109478a6d7858e03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Advection</topic><topic>Diffusion</topic><topic>Dispersion</topic><topic>linear stochastic theory</topic><topic>mixing and spreading</topic><topic>Movement</topic><topic>Plumes</topic><topic>Porous media</topic><topic>push‐pull test</topic><topic>reversibility</topic><topic>Solutes</topic><topic>spatial moments</topic><topic>Spatial variability</topic><topic>Spatial variations</topic><topic>Tracking</topic><topic>Velocity distribution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Stettler, Marie‐Madeleine</creatorcontrib><creatorcontrib>Dentz, Marco</creatorcontrib><creatorcontrib>Cirpka, Olaf A.</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>CrossRef</collection><collection>Aqualine</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Water resources research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Stettler, Marie‐Madeleine</au><au>Dentz, Marco</au><au>Cirpka, Olaf A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Linear Stochastic Analysis of the Partial Reversibility of Ensemble and Effective Dispersion in Heterogeneous Porous Media</atitle><jtitle>Water resources research</jtitle><date>2023-01</date><risdate>2023</risdate><volume>59</volume><issue>1</issue><epage>n/a</epage><issn>0043-1397</issn><eissn>1944-7973</eissn><abstract>Macrodispersion in heterogeneous formations is caused by spatial variability of the velocity field, making different parts of a plume experience different advective displacements. Differential advection interacts with diffusion, which hardly affects longitudinal ensemble dispersion (i.e., the spread of the ensemble‐averaged concentration) but determines effective dispersion, that is, the expected spread of individual plumes for point injections. The latter has been suggested as metric of solute mixing. Pure advection is fully reversible, whereas diffusion is completely irreversible. We quantify the partial reversibility of macrodispersion by analyzing the second central ensemble and effective spatial moments for advective‐diffusive transport in heterogeneous domains with flow reversal, applying linear stochastic theory to approximate the corresponding moments and comparing them to particle‐tracking random‐walk simulations in periodic media. Diffusion causes solute particles to deviate from their forward trajectories when flow is reversed. As long as advective memory dominates, both types of second central moments decrease during backward motion, then reach a minimum, and increase again. The reversibility is considerably bigger for ensemble than effective dispersion but the latter also shows partial reversibility, challenging its use as metric of mixing. The stronger diffusion is in comparison to advection, the less reversible dispersion becomes. After equally long times of forward and backward motion, the two types of second central moments differ, but to a much smaller extent than in pure forward motion. In realistic settings, the advective memory affects dispersion so strongly that the asymptotic regime is not reached before the plume center has returned to its origin.
Key Points
We analyze second central moments of plumes undergoing advection and local dispersion in heterogeneous media subject to flow reversal
Both ensemble and effective second central moments decrease upon flow reversal, marking macrodispersion as a partially reversible process
The advective memory affects dispersion over long times after flow reversal, limited by equally long times of forward and backward motion</abstract><cop>Washington</cop><pub>John Wiley & Sons, Inc</pub><doi>10.1029/2022WR033570</doi><tpages>23</tpages><orcidid>https://orcid.org/0000-0002-5213-5148</orcidid><orcidid>https://orcid.org/0000-0002-3940-282X</orcidid><orcidid>https://orcid.org/0000-0003-3509-4118</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Advection Diffusion Dispersion linear stochastic theory mixing and spreading Movement Plumes Porous media push‐pull test reversibility Solutes spatial moments Spatial variability Spatial variations Tracking Velocity distribution |
title | Linear Stochastic Analysis of the Partial Reversibility of Ensemble and Effective Dispersion in Heterogeneous Porous Media |
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