A Dual Heterogeneous Domain Model for Upscaling Anomalous Transport With Multi‐Peaks in Heterogeneous Aquifers

Natural aquifers are often characterized by multiscale heterogeneity and complex flow networks, challenging the reliable simulation and prediction of contaminant transport. Classic stochastic transport models usually assume independent, identically distributed probability density functions when upsc...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Water resources research 2022-04, Vol.58 (4), p.n/a
Hauptverfasser: Yin, Maosheng, Ma, Rui, Zhang, Yong, Chen, Kewei, Guo, Zhilin, Zheng, Chunmiao
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page n/a
container_issue 4
container_start_page
container_title Water resources research
container_volume 58
creator Yin, Maosheng
Ma, Rui
Zhang, Yong
Chen, Kewei
Guo, Zhilin
Zheng, Chunmiao
description Natural aquifers are often characterized by multiscale heterogeneity and complex flow networks, challenging the reliable simulation and prediction of contaminant transport. Classic stochastic transport models usually assume independent, identically distributed probability density functions when upscaling solute dynamics, but this assumption is not valid for media with multiscale heterogeneity. To address this issue, a dual heterogeneous domain model (DHDM) was proposed to quantify solute transport in heterogeneous aquifers where solute breakthrough curves (BTCs) exhibit multiple peaks and transient tailing behaviors. To efficiently solve the resultant DHDM, a Lagrangian solver was developed by combining the renewal‐reward process (to capture solute dynamics in each domain) and the state transition probability (to capture solute particle transfer between the two heterogeneous domains). The DHDM and its Lagrangian solver were then applied to simulate solute transport in three different aquifer settings (alluvial, fractured, and karst). Analyses showed that in the alluvial aquifer, early arrivals and bi‐peaks of the observed solute BTC might be caused by interconnected preferential flow paths consisting of high conductivity sediments, while the front edge or long tails of local peaks might be a result of small‐scale heterogeneity. Fracture networks and karst conduits also resulted in anomalous transport with multiple peaks, and mass transfer between the preferential flow channels and matrix led to solute retention. All these complex, coexisting anomalous transport characteristics can be simultaneously and accurately captured by the unifying DHDM approach, significantly expanding the capability of nonlocal transport models. Key Points A dual heterogeneous domain model (DHDM) was developed for upscaling anomalous transport induced by multiscale heterogeneity A Lagrangian scheme was established to solve the DHDM with high numerical accuracy and efficiency Anomalous transport observed in alluvial, fractured and karst aquifers was well captured by the new unifying DHDM model
doi_str_mv 10.1029/2021WR031128
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2671634697</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2671634697</sourcerecordid><originalsourceid>FETCH-LOGICAL-a3680-66533d1e511441b0d4400cae81db6ec0f41c13aeadb03550990f500f1cda6d493</originalsourceid><addsrcrecordid>eNp9kM1OwkAUhSdGExHd-QCTuLV6b-enzLLBH0wgGgJh2QztFIulU2baGHY-gs_ok1iCC924Oov73XOSj5BLhBuEUN2GEOJiCgwxHByRHirOg0hF7Jj0ADgLkKnolJx5vwZALmTUI3VM71pd0pFpjLMrUxnbenpnN7qo6MRmpqS5dXRe-1SXRbWicdXdyj00c7rytXUNXRTNK520ZVN8fXy-GP3maff9tzLetkVunD8nJ7kuvbn4yT6ZP9zPhqNg_Pz4NIzHgWZyAIGUgrEMjUDkHJeQcQ6QajPAbClNCjnHFJk2OlsCEwKUglwA5JhmWmZcsT65OvTWzm5b45tkbVtXdZNJKCOUjMvOTJ9cH6jUWe-dyZPaFRvtdglCsnea_Hba4eyAvxel2f3LJovpcBoKJYB9AwdLeXY</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2671634697</pqid></control><display><type>article</type><title>A Dual Heterogeneous Domain Model for Upscaling Anomalous Transport With Multi‐Peaks in Heterogeneous Aquifers</title><source>Wiley Online Library Journals Frontfile Complete</source><source>Wiley-Blackwell AGU Digital Library</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Yin, Maosheng ; Ma, Rui ; Zhang, Yong ; Chen, Kewei ; Guo, Zhilin ; Zheng, Chunmiao</creator><creatorcontrib>Yin, Maosheng ; Ma, Rui ; Zhang, Yong ; Chen, Kewei ; Guo, Zhilin ; Zheng, Chunmiao</creatorcontrib><description>Natural aquifers are often characterized by multiscale heterogeneity and complex flow networks, challenging the reliable simulation and prediction of contaminant transport. Classic stochastic transport models usually assume independent, identically distributed probability density functions when upscaling solute dynamics, but this assumption is not valid for media with multiscale heterogeneity. To address this issue, a dual heterogeneous domain model (DHDM) was proposed to quantify solute transport in heterogeneous aquifers where solute breakthrough curves (BTCs) exhibit multiple peaks and transient tailing behaviors. To efficiently solve the resultant DHDM, a Lagrangian solver was developed by combining the renewal‐reward process (to capture solute dynamics in each domain) and the state transition probability (to capture solute particle transfer between the two heterogeneous domains). The DHDM and its Lagrangian solver were then applied to simulate solute transport in three different aquifer settings (alluvial, fractured, and karst). Analyses showed that in the alluvial aquifer, early arrivals and bi‐peaks of the observed solute BTC might be caused by interconnected preferential flow paths consisting of high conductivity sediments, while the front edge or long tails of local peaks might be a result of small‐scale heterogeneity. Fracture networks and karst conduits also resulted in anomalous transport with multiple peaks, and mass transfer between the preferential flow channels and matrix led to solute retention. All these complex, coexisting anomalous transport characteristics can be simultaneously and accurately captured by the unifying DHDM approach, significantly expanding the capability of nonlocal transport models. Key Points A dual heterogeneous domain model (DHDM) was developed for upscaling anomalous transport induced by multiscale heterogeneity A Lagrangian scheme was established to solve the DHDM with high numerical accuracy and efficiency Anomalous transport observed in alluvial, fractured and karst aquifers was well captured by the new unifying DHDM model</description><identifier>ISSN: 0043-1397</identifier><identifier>EISSN: 1944-7973</identifier><identifier>DOI: 10.1029/2021WR031128</identifier><language>eng</language><publisher>Washington: John Wiley &amp; Sons, Inc</publisher><subject>Alluvial aquifers ; Aquifers ; bimodal transport ; Contaminants ; Domains ; dual heterogeneous domain ; Dynamics ; Flow channels ; Flow paths ; Heterogeneity ; Karst ; Mass transfer ; Modelling ; multiscale heterogeneity ; Pollution transport ; Preferential flow ; Probability density functions ; Probability theory ; Reinforcement ; Renewal ; Sediments ; Solute transport ; Solutes ; Solvers ; Stochasticity ; Transition probabilities ; Transport ; Transport properties</subject><ispartof>Water resources research, 2022-04, Vol.58 (4), p.n/a</ispartof><rights>2022. The Authors.</rights><rights>2022. This article is published under http://creativecommons.org/licenses/by-nc-nd/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><citedby>FETCH-LOGICAL-a3680-66533d1e511441b0d4400cae81db6ec0f41c13aeadb03550990f500f1cda6d493</citedby><cites>FETCH-LOGICAL-a3680-66533d1e511441b0d4400cae81db6ec0f41c13aeadb03550990f500f1cda6d493</cites><orcidid>0000-0002-3731-8739 ; 0000-0003-1061-3938 ; 0000-0001-5839-1305 ; 0000-0003-0121-0950</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%2F2021WR031128$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2021WR031128$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,1416,11512,27922,27923,45572,45573,46466,46890</link.rule.ids></links><search><creatorcontrib>Yin, Maosheng</creatorcontrib><creatorcontrib>Ma, Rui</creatorcontrib><creatorcontrib>Zhang, Yong</creatorcontrib><creatorcontrib>Chen, Kewei</creatorcontrib><creatorcontrib>Guo, Zhilin</creatorcontrib><creatorcontrib>Zheng, Chunmiao</creatorcontrib><title>A Dual Heterogeneous Domain Model for Upscaling Anomalous Transport With Multi‐Peaks in Heterogeneous Aquifers</title><title>Water resources research</title><description>Natural aquifers are often characterized by multiscale heterogeneity and complex flow networks, challenging the reliable simulation and prediction of contaminant transport. Classic stochastic transport models usually assume independent, identically distributed probability density functions when upscaling solute dynamics, but this assumption is not valid for media with multiscale heterogeneity. To address this issue, a dual heterogeneous domain model (DHDM) was proposed to quantify solute transport in heterogeneous aquifers where solute breakthrough curves (BTCs) exhibit multiple peaks and transient tailing behaviors. To efficiently solve the resultant DHDM, a Lagrangian solver was developed by combining the renewal‐reward process (to capture solute dynamics in each domain) and the state transition probability (to capture solute particle transfer between the two heterogeneous domains). The DHDM and its Lagrangian solver were then applied to simulate solute transport in three different aquifer settings (alluvial, fractured, and karst). Analyses showed that in the alluvial aquifer, early arrivals and bi‐peaks of the observed solute BTC might be caused by interconnected preferential flow paths consisting of high conductivity sediments, while the front edge or long tails of local peaks might be a result of small‐scale heterogeneity. Fracture networks and karst conduits also resulted in anomalous transport with multiple peaks, and mass transfer between the preferential flow channels and matrix led to solute retention. All these complex, coexisting anomalous transport characteristics can be simultaneously and accurately captured by the unifying DHDM approach, significantly expanding the capability of nonlocal transport models. Key Points A dual heterogeneous domain model (DHDM) was developed for upscaling anomalous transport induced by multiscale heterogeneity A Lagrangian scheme was established to solve the DHDM with high numerical accuracy and efficiency Anomalous transport observed in alluvial, fractured and karst aquifers was well captured by the new unifying DHDM model</description><subject>Alluvial aquifers</subject><subject>Aquifers</subject><subject>bimodal transport</subject><subject>Contaminants</subject><subject>Domains</subject><subject>dual heterogeneous domain</subject><subject>Dynamics</subject><subject>Flow channels</subject><subject>Flow paths</subject><subject>Heterogeneity</subject><subject>Karst</subject><subject>Mass transfer</subject><subject>Modelling</subject><subject>multiscale heterogeneity</subject><subject>Pollution transport</subject><subject>Preferential flow</subject><subject>Probability density functions</subject><subject>Probability theory</subject><subject>Reinforcement</subject><subject>Renewal</subject><subject>Sediments</subject><subject>Solute transport</subject><subject>Solutes</subject><subject>Solvers</subject><subject>Stochasticity</subject><subject>Transition probabilities</subject><subject>Transport</subject><subject>Transport properties</subject><issn>0043-1397</issn><issn>1944-7973</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><recordid>eNp9kM1OwkAUhSdGExHd-QCTuLV6b-enzLLBH0wgGgJh2QztFIulU2baGHY-gs_ok1iCC924Oov73XOSj5BLhBuEUN2GEOJiCgwxHByRHirOg0hF7Jj0ADgLkKnolJx5vwZALmTUI3VM71pd0pFpjLMrUxnbenpnN7qo6MRmpqS5dXRe-1SXRbWicdXdyj00c7rytXUNXRTNK520ZVN8fXy-GP3maff9tzLetkVunD8nJ7kuvbn4yT6ZP9zPhqNg_Pz4NIzHgWZyAIGUgrEMjUDkHJeQcQ6QajPAbClNCjnHFJk2OlsCEwKUglwA5JhmWmZcsT65OvTWzm5b45tkbVtXdZNJKCOUjMvOTJ9cH6jUWe-dyZPaFRvtdglCsnea_Hba4eyAvxel2f3LJovpcBoKJYB9AwdLeXY</recordid><startdate>202204</startdate><enddate>202204</enddate><creator>Yin, Maosheng</creator><creator>Ma, Rui</creator><creator>Zhang, Yong</creator><creator>Chen, Kewei</creator><creator>Guo, Zhilin</creator><creator>Zheng, Chunmiao</creator><general>John Wiley &amp; Sons, Inc</general><scope>24P</scope><scope>WIN</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/0000-0002-3731-8739</orcidid><orcidid>https://orcid.org/0000-0003-1061-3938</orcidid><orcidid>https://orcid.org/0000-0001-5839-1305</orcidid><orcidid>https://orcid.org/0000-0003-0121-0950</orcidid></search><sort><creationdate>202204</creationdate><title>A Dual Heterogeneous Domain Model for Upscaling Anomalous Transport With Multi‐Peaks in Heterogeneous Aquifers</title><author>Yin, Maosheng ; Ma, Rui ; Zhang, Yong ; Chen, Kewei ; Guo, Zhilin ; Zheng, Chunmiao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a3680-66533d1e511441b0d4400cae81db6ec0f41c13aeadb03550990f500f1cda6d493</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Alluvial aquifers</topic><topic>Aquifers</topic><topic>bimodal transport</topic><topic>Contaminants</topic><topic>Domains</topic><topic>dual heterogeneous domain</topic><topic>Dynamics</topic><topic>Flow channels</topic><topic>Flow paths</topic><topic>Heterogeneity</topic><topic>Karst</topic><topic>Mass transfer</topic><topic>Modelling</topic><topic>multiscale heterogeneity</topic><topic>Pollution transport</topic><topic>Preferential flow</topic><topic>Probability density functions</topic><topic>Probability theory</topic><topic>Reinforcement</topic><topic>Renewal</topic><topic>Sediments</topic><topic>Solute transport</topic><topic>Solutes</topic><topic>Solvers</topic><topic>Stochasticity</topic><topic>Transition probabilities</topic><topic>Transport</topic><topic>Transport properties</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yin, Maosheng</creatorcontrib><creatorcontrib>Ma, Rui</creatorcontrib><creatorcontrib>Zhang, Yong</creatorcontrib><creatorcontrib>Chen, Kewei</creatorcontrib><creatorcontrib>Guo, Zhilin</creatorcontrib><creatorcontrib>Zheng, Chunmiao</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Wiley Online Library Free Content</collection><collection>CrossRef</collection><collection>Aqualine</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Meteorological &amp; 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 &amp; Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy &amp; Non-Living Resources</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science &amp; 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>Yin, Maosheng</au><au>Ma, Rui</au><au>Zhang, Yong</au><au>Chen, Kewei</au><au>Guo, Zhilin</au><au>Zheng, Chunmiao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Dual Heterogeneous Domain Model for Upscaling Anomalous Transport With Multi‐Peaks in Heterogeneous Aquifers</atitle><jtitle>Water resources research</jtitle><date>2022-04</date><risdate>2022</risdate><volume>58</volume><issue>4</issue><epage>n/a</epage><issn>0043-1397</issn><eissn>1944-7973</eissn><abstract>Natural aquifers are often characterized by multiscale heterogeneity and complex flow networks, challenging the reliable simulation and prediction of contaminant transport. Classic stochastic transport models usually assume independent, identically distributed probability density functions when upscaling solute dynamics, but this assumption is not valid for media with multiscale heterogeneity. To address this issue, a dual heterogeneous domain model (DHDM) was proposed to quantify solute transport in heterogeneous aquifers where solute breakthrough curves (BTCs) exhibit multiple peaks and transient tailing behaviors. To efficiently solve the resultant DHDM, a Lagrangian solver was developed by combining the renewal‐reward process (to capture solute dynamics in each domain) and the state transition probability (to capture solute particle transfer between the two heterogeneous domains). The DHDM and its Lagrangian solver were then applied to simulate solute transport in three different aquifer settings (alluvial, fractured, and karst). Analyses showed that in the alluvial aquifer, early arrivals and bi‐peaks of the observed solute BTC might be caused by interconnected preferential flow paths consisting of high conductivity sediments, while the front edge or long tails of local peaks might be a result of small‐scale heterogeneity. Fracture networks and karst conduits also resulted in anomalous transport with multiple peaks, and mass transfer between the preferential flow channels and matrix led to solute retention. All these complex, coexisting anomalous transport characteristics can be simultaneously and accurately captured by the unifying DHDM approach, significantly expanding the capability of nonlocal transport models. Key Points A dual heterogeneous domain model (DHDM) was developed for upscaling anomalous transport induced by multiscale heterogeneity A Lagrangian scheme was established to solve the DHDM with high numerical accuracy and efficiency Anomalous transport observed in alluvial, fractured and karst aquifers was well captured by the new unifying DHDM model</abstract><cop>Washington</cop><pub>John Wiley &amp; Sons, Inc</pub><doi>10.1029/2021WR031128</doi><tpages>20</tpages><orcidid>https://orcid.org/0000-0002-3731-8739</orcidid><orcidid>https://orcid.org/0000-0003-1061-3938</orcidid><orcidid>https://orcid.org/0000-0001-5839-1305</orcidid><orcidid>https://orcid.org/0000-0003-0121-0950</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0043-1397
ispartof Water resources research, 2022-04, Vol.58 (4), p.n/a
issn 0043-1397
1944-7973
language eng
recordid cdi_proquest_journals_2671634697
source Wiley Online Library Journals Frontfile Complete; Wiley-Blackwell AGU Digital Library; EZB-FREE-00999 freely available EZB journals
subjects Alluvial aquifers
Aquifers
bimodal transport
Contaminants
Domains
dual heterogeneous domain
Dynamics
Flow channels
Flow paths
Heterogeneity
Karst
Mass transfer
Modelling
multiscale heterogeneity
Pollution transport
Preferential flow
Probability density functions
Probability theory
Reinforcement
Renewal
Sediments
Solute transport
Solutes
Solvers
Stochasticity
Transition probabilities
Transport
Transport properties
title A Dual Heterogeneous Domain Model for Upscaling Anomalous Transport With Multi‐Peaks in Heterogeneous Aquifers
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-10T08%3A37%3A09IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Dual%20Heterogeneous%20Domain%20Model%20for%20Upscaling%20Anomalous%20Transport%20With%20Multi%E2%80%90Peaks%20in%20Heterogeneous%20Aquifers&rft.jtitle=Water%20resources%20research&rft.au=Yin,%20Maosheng&rft.date=2022-04&rft.volume=58&rft.issue=4&rft.epage=n/a&rft.issn=0043-1397&rft.eissn=1944-7973&rft_id=info:doi/10.1029/2021WR031128&rft_dat=%3Cproquest_cross%3E2671634697%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2671634697&rft_id=info:pmid/&rfr_iscdi=true