Wetting Dynamics of Spontaneous Imbibition in Porous Media: From Pore Scale to Darcy Scale
Spontaneous imbibition plays an important role in many subsurface and industrial applications. Unveiling pore‐scale wetting dynamics, and particularly its upscaling to the Darcy model, are still unresolved. We conduct image‐based pore‐network modeling of cocurrent spontaneous imbibition and the corr...
Gespeichert in:
Veröffentlicht in: | Geophysical research letters 2022-02, Vol.49 (4), p.n/a |
---|---|
Hauptverfasser: | , , , , , |
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 | Geophysical research letters |
container_volume | 49 |
creator | Qin, Chao‐Zhong Wang, Xin Hefny, Mahmoud Zhao, Jianlin Chen, Sidian Guo, Bo |
description | Spontaneous imbibition plays an important role in many subsurface and industrial applications. Unveiling pore‐scale wetting dynamics, and particularly its upscaling to the Darcy model, are still unresolved. We conduct image‐based pore‐network modeling of cocurrent spontaneous imbibition and the corresponding quasi‐static imbibition in homogeneous sintered glass beads and heterogeneous Estaillades carbonate. We find that pore‐scale heterogeneity significantly influences entrapment of the nonwetting fluid, which in Estaillades is mainly because of the poor connectivity of pores. We show that wetting dynamics significantly deviates capillary pressure and relative permeability away from their quasi‐static counterparts. Moreover, we propose a nonequilibrium model for wetting permeability that well incorporates flow dynamics. We implement the nonequilibrium model into two‐phase Darcy modeling of a 10 cm long medium. Sharp wetting fronts are numerically predicted, which are in good agreement with experimental observations. Our studies provide insights into developing a two‐phase imbibition model with measurable material properties.
Plain Language Summary
The flow of a fluid into a porous matrix by capillary force is encountered in many everyday processes, such as water‐flow to reach the tips of trees and water‐flow through soils. These processes are examples of spontaneous imbibition. Spontaneous imbibition is also crucial to many industrial applications, ranging from oil recovery and geological sequestration of carbon dioxide to inkjet printing, diapers, and paper sensors. Mostly, the imbibition rate, broadening of the wetting front, and entrapment of the nonwetting fluid are of great interest. In this work, we conduct extensive pore‐scale modeling of spontaneous flow in porous media. We illustrate how pore‐scale heterogeneity influences imbibition dynamics and entrapment of the nonwetting fluid. To bridge the gap between pore‐scale flow dynamics and the Darcy‐scale theory of spontaneous imbibition, we develop a nonequilibrium model for wetting permeability that can provide better modeling of spontaneous imbibition at the Darcy scale. Our studies have immediate implications for the applications of oil production from fractured reservoirs, capillary trapping of carbon dioxide, and remediation of nonaqueous liquids in soils.
Key Points
We conduct image‐based pore‐network modeling of spontaneous imbibition in sintered glass beads and Estaillades carbonate
We illust |
doi_str_mv | 10.1029/2021GL097269 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2632164792</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2632164792</sourcerecordid><originalsourceid>FETCH-LOGICAL-a3298-ac187cf0bb482572a6f2016ba4f932e2aadf76e0d1fdf66deeb8b14279cc08103</originalsourceid><addsrcrecordid>eNp9kFFLwzAUhYMoOKdv_oCAr05vbmrS-Cabm4OK4hTBl5K2iWSszUw6pP_ejvrgk0_33MPHOXAIOWdwxQDVNQKyRQZKolAHZMRUkkxSAHlIRgCq1yjFMTmJcQ0AHDgbkY9307au-aSzrtG1KyP1lq62vml1Y_wu0mVduMK1zjfUNfTZh735aCqnb-k8-HpvGboq9cbQ1tOZDmU3vKfkyOpNNGe_d0ze5vev04dJ9rRYTu-yieao0okuWSpLC0WRpHgjUQuLwEShE6s4GtS6slIYqJitrBCVMUVasASlKktIGfAxuRhyt8F_7Uxs87XfhaavzFFwZCKRCnvqcqDK4GMMxubb4GodupxBvl8v_7tej-OAf7uN6f5l88VLJrgUKf8BVXRv0w</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2632164792</pqid></control><display><type>article</type><title>Wetting Dynamics of Spontaneous Imbibition in Porous Media: From Pore Scale to Darcy Scale</title><source>Wiley Online Library Journals Frontfile Complete</source><source>Wiley Online Library Free Content</source><source>Wiley-Blackwell AGU Digital Library</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Qin, Chao‐Zhong ; Wang, Xin ; Hefny, Mahmoud ; Zhao, Jianlin ; Chen, Sidian ; Guo, Bo</creator><creatorcontrib>Qin, Chao‐Zhong ; Wang, Xin ; Hefny, Mahmoud ; Zhao, Jianlin ; Chen, Sidian ; Guo, Bo</creatorcontrib><description>Spontaneous imbibition plays an important role in many subsurface and industrial applications. Unveiling pore‐scale wetting dynamics, and particularly its upscaling to the Darcy model, are still unresolved. We conduct image‐based pore‐network modeling of cocurrent spontaneous imbibition and the corresponding quasi‐static imbibition in homogeneous sintered glass beads and heterogeneous Estaillades carbonate. We find that pore‐scale heterogeneity significantly influences entrapment of the nonwetting fluid, which in Estaillades is mainly because of the poor connectivity of pores. We show that wetting dynamics significantly deviates capillary pressure and relative permeability away from their quasi‐static counterparts. Moreover, we propose a nonequilibrium model for wetting permeability that well incorporates flow dynamics. We implement the nonequilibrium model into two‐phase Darcy modeling of a 10 cm long medium. Sharp wetting fronts are numerically predicted, which are in good agreement with experimental observations. Our studies provide insights into developing a two‐phase imbibition model with measurable material properties.
Plain Language Summary
The flow of a fluid into a porous matrix by capillary force is encountered in many everyday processes, such as water‐flow to reach the tips of trees and water‐flow through soils. These processes are examples of spontaneous imbibition. Spontaneous imbibition is also crucial to many industrial applications, ranging from oil recovery and geological sequestration of carbon dioxide to inkjet printing, diapers, and paper sensors. Mostly, the imbibition rate, broadening of the wetting front, and entrapment of the nonwetting fluid are of great interest. In this work, we conduct extensive pore‐scale modeling of spontaneous flow in porous media. We illustrate how pore‐scale heterogeneity influences imbibition dynamics and entrapment of the nonwetting fluid. To bridge the gap between pore‐scale flow dynamics and the Darcy‐scale theory of spontaneous imbibition, we develop a nonequilibrium model for wetting permeability that can provide better modeling of spontaneous imbibition at the Darcy scale. Our studies have immediate implications for the applications of oil production from fractured reservoirs, capillary trapping of carbon dioxide, and remediation of nonaqueous liquids in soils.
Key Points
We conduct image‐based pore‐network modeling of spontaneous imbibition in sintered glass beads and Estaillades carbonate
We illustrate the influence of pore‐scale heterogeneity on wetting dynamics and nonwetting entrapment
We develop a new relative permeability model that incorporates wetting dynamics</description><identifier>ISSN: 0094-8276</identifier><identifier>EISSN: 1944-8007</identifier><identifier>DOI: 10.1029/2021GL097269</identifier><language>eng</language><publisher>Washington: John Wiley & Sons, Inc</publisher><subject>Beads ; Capillary pressure ; Carbon dioxide ; Carbon sequestration ; Carbonates ; Dynamics ; Entrapment ; Flow ; Fluid flow ; Fractured reservoirs ; Fronts ; Glass beads ; Heterogeneity ; Imbibition ; Industrial applications ; Inkjet printing ; Liquids ; Material properties ; Membrane permeability ; Modelling ; nonequilibrium model ; Numerical prediction ; Oil production ; Oil recovery ; Permeability ; pore‐scale modeling ; Porous media ; relative permeability ; Sintering (powder metallurgy) ; Soil ; Soil permeability ; Soil remediation ; Soil water ; Soils ; spontaneous imbibition ; Water flow ; Wetting ; wetting dynamics ; Wetting front</subject><ispartof>Geophysical research letters, 2022-02, Vol.49 (4), p.n/a</ispartof><rights>2022. American Geophysical Union. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a3298-ac187cf0bb482572a6f2016ba4f932e2aadf76e0d1fdf66deeb8b14279cc08103</citedby><cites>FETCH-LOGICAL-a3298-ac187cf0bb482572a6f2016ba4f932e2aadf76e0d1fdf66deeb8b14279cc08103</cites><orcidid>0000-0002-8825-7331 ; 0000-0003-2793-3161 ; 0000-0003-2568-6902 ; 0000-0001-9687-2206 ; 0000-0001-5099-2114</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%2F2021GL097269$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2021GL097269$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,777,781,1413,1429,11496,27906,27907,45556,45557,46391,46450,46815,46874</link.rule.ids></links><search><creatorcontrib>Qin, Chao‐Zhong</creatorcontrib><creatorcontrib>Wang, Xin</creatorcontrib><creatorcontrib>Hefny, Mahmoud</creatorcontrib><creatorcontrib>Zhao, Jianlin</creatorcontrib><creatorcontrib>Chen, Sidian</creatorcontrib><creatorcontrib>Guo, Bo</creatorcontrib><title>Wetting Dynamics of Spontaneous Imbibition in Porous Media: From Pore Scale to Darcy Scale</title><title>Geophysical research letters</title><description>Spontaneous imbibition plays an important role in many subsurface and industrial applications. Unveiling pore‐scale wetting dynamics, and particularly its upscaling to the Darcy model, are still unresolved. We conduct image‐based pore‐network modeling of cocurrent spontaneous imbibition and the corresponding quasi‐static imbibition in homogeneous sintered glass beads and heterogeneous Estaillades carbonate. We find that pore‐scale heterogeneity significantly influences entrapment of the nonwetting fluid, which in Estaillades is mainly because of the poor connectivity of pores. We show that wetting dynamics significantly deviates capillary pressure and relative permeability away from their quasi‐static counterparts. Moreover, we propose a nonequilibrium model for wetting permeability that well incorporates flow dynamics. We implement the nonequilibrium model into two‐phase Darcy modeling of a 10 cm long medium. Sharp wetting fronts are numerically predicted, which are in good agreement with experimental observations. Our studies provide insights into developing a two‐phase imbibition model with measurable material properties.
Plain Language Summary
The flow of a fluid into a porous matrix by capillary force is encountered in many everyday processes, such as water‐flow to reach the tips of trees and water‐flow through soils. These processes are examples of spontaneous imbibition. Spontaneous imbibition is also crucial to many industrial applications, ranging from oil recovery and geological sequestration of carbon dioxide to inkjet printing, diapers, and paper sensors. Mostly, the imbibition rate, broadening of the wetting front, and entrapment of the nonwetting fluid are of great interest. In this work, we conduct extensive pore‐scale modeling of spontaneous flow in porous media. We illustrate how pore‐scale heterogeneity influences imbibition dynamics and entrapment of the nonwetting fluid. To bridge the gap between pore‐scale flow dynamics and the Darcy‐scale theory of spontaneous imbibition, we develop a nonequilibrium model for wetting permeability that can provide better modeling of spontaneous imbibition at the Darcy scale. Our studies have immediate implications for the applications of oil production from fractured reservoirs, capillary trapping of carbon dioxide, and remediation of nonaqueous liquids in soils.
Key Points
We conduct image‐based pore‐network modeling of spontaneous imbibition in sintered glass beads and Estaillades carbonate
We illustrate the influence of pore‐scale heterogeneity on wetting dynamics and nonwetting entrapment
We develop a new relative permeability model that incorporates wetting dynamics</description><subject>Beads</subject><subject>Capillary pressure</subject><subject>Carbon dioxide</subject><subject>Carbon sequestration</subject><subject>Carbonates</subject><subject>Dynamics</subject><subject>Entrapment</subject><subject>Flow</subject><subject>Fluid flow</subject><subject>Fractured reservoirs</subject><subject>Fronts</subject><subject>Glass beads</subject><subject>Heterogeneity</subject><subject>Imbibition</subject><subject>Industrial applications</subject><subject>Inkjet printing</subject><subject>Liquids</subject><subject>Material properties</subject><subject>Membrane permeability</subject><subject>Modelling</subject><subject>nonequilibrium model</subject><subject>Numerical prediction</subject><subject>Oil production</subject><subject>Oil recovery</subject><subject>Permeability</subject><subject>pore‐scale modeling</subject><subject>Porous media</subject><subject>relative permeability</subject><subject>Sintering (powder metallurgy)</subject><subject>Soil</subject><subject>Soil permeability</subject><subject>Soil remediation</subject><subject>Soil water</subject><subject>Soils</subject><subject>spontaneous imbibition</subject><subject>Water flow</subject><subject>Wetting</subject><subject>wetting dynamics</subject><subject>Wetting front</subject><issn>0094-8276</issn><issn>1944-8007</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kFFLwzAUhYMoOKdv_oCAr05vbmrS-Cabm4OK4hTBl5K2iWSszUw6pP_ejvrgk0_33MPHOXAIOWdwxQDVNQKyRQZKolAHZMRUkkxSAHlIRgCq1yjFMTmJcQ0AHDgbkY9307au-aSzrtG1KyP1lq62vml1Y_wu0mVduMK1zjfUNfTZh735aCqnb-k8-HpvGboq9cbQ1tOZDmU3vKfkyOpNNGe_d0ze5vev04dJ9rRYTu-yieao0okuWSpLC0WRpHgjUQuLwEShE6s4GtS6slIYqJitrBCVMUVasASlKktIGfAxuRhyt8F_7Uxs87XfhaavzFFwZCKRCnvqcqDK4GMMxubb4GodupxBvl8v_7tej-OAf7uN6f5l88VLJrgUKf8BVXRv0w</recordid><startdate>20220228</startdate><enddate>20220228</enddate><creator>Qin, Chao‐Zhong</creator><creator>Wang, Xin</creator><creator>Hefny, Mahmoud</creator><creator>Zhao, Jianlin</creator><creator>Chen, Sidian</creator><creator>Guo, Bo</creator><general>John Wiley & Sons, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>7TN</scope><scope>8FD</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-8825-7331</orcidid><orcidid>https://orcid.org/0000-0003-2793-3161</orcidid><orcidid>https://orcid.org/0000-0003-2568-6902</orcidid><orcidid>https://orcid.org/0000-0001-9687-2206</orcidid><orcidid>https://orcid.org/0000-0001-5099-2114</orcidid></search><sort><creationdate>20220228</creationdate><title>Wetting Dynamics of Spontaneous Imbibition in Porous Media: From Pore Scale to Darcy Scale</title><author>Qin, Chao‐Zhong ; Wang, Xin ; Hefny, Mahmoud ; Zhao, Jianlin ; Chen, Sidian ; Guo, Bo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a3298-ac187cf0bb482572a6f2016ba4f932e2aadf76e0d1fdf66deeb8b14279cc08103</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Beads</topic><topic>Capillary pressure</topic><topic>Carbon dioxide</topic><topic>Carbon sequestration</topic><topic>Carbonates</topic><topic>Dynamics</topic><topic>Entrapment</topic><topic>Flow</topic><topic>Fluid flow</topic><topic>Fractured reservoirs</topic><topic>Fronts</topic><topic>Glass beads</topic><topic>Heterogeneity</topic><topic>Imbibition</topic><topic>Industrial applications</topic><topic>Inkjet printing</topic><topic>Liquids</topic><topic>Material properties</topic><topic>Membrane permeability</topic><topic>Modelling</topic><topic>nonequilibrium model</topic><topic>Numerical prediction</topic><topic>Oil production</topic><topic>Oil recovery</topic><topic>Permeability</topic><topic>pore‐scale modeling</topic><topic>Porous media</topic><topic>relative permeability</topic><topic>Sintering (powder metallurgy)</topic><topic>Soil</topic><topic>Soil permeability</topic><topic>Soil remediation</topic><topic>Soil water</topic><topic>Soils</topic><topic>spontaneous imbibition</topic><topic>Water flow</topic><topic>Wetting</topic><topic>wetting dynamics</topic><topic>Wetting front</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Qin, Chao‐Zhong</creatorcontrib><creatorcontrib>Wang, Xin</creatorcontrib><creatorcontrib>Hefny, Mahmoud</creatorcontrib><creatorcontrib>Zhao, Jianlin</creatorcontrib><creatorcontrib>Chen, Sidian</creatorcontrib><creatorcontrib>Guo, Bo</creatorcontrib><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>Technology Research Database</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</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>Advanced Technologies Database with Aerospace</collection><jtitle>Geophysical research letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Qin, Chao‐Zhong</au><au>Wang, Xin</au><au>Hefny, Mahmoud</au><au>Zhao, Jianlin</au><au>Chen, Sidian</au><au>Guo, Bo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Wetting Dynamics of Spontaneous Imbibition in Porous Media: From Pore Scale to Darcy Scale</atitle><jtitle>Geophysical research letters</jtitle><date>2022-02-28</date><risdate>2022</risdate><volume>49</volume><issue>4</issue><epage>n/a</epage><issn>0094-8276</issn><eissn>1944-8007</eissn><abstract>Spontaneous imbibition plays an important role in many subsurface and industrial applications. Unveiling pore‐scale wetting dynamics, and particularly its upscaling to the Darcy model, are still unresolved. We conduct image‐based pore‐network modeling of cocurrent spontaneous imbibition and the corresponding quasi‐static imbibition in homogeneous sintered glass beads and heterogeneous Estaillades carbonate. We find that pore‐scale heterogeneity significantly influences entrapment of the nonwetting fluid, which in Estaillades is mainly because of the poor connectivity of pores. We show that wetting dynamics significantly deviates capillary pressure and relative permeability away from their quasi‐static counterparts. Moreover, we propose a nonequilibrium model for wetting permeability that well incorporates flow dynamics. We implement the nonequilibrium model into two‐phase Darcy modeling of a 10 cm long medium. Sharp wetting fronts are numerically predicted, which are in good agreement with experimental observations. Our studies provide insights into developing a two‐phase imbibition model with measurable material properties.
Plain Language Summary
The flow of a fluid into a porous matrix by capillary force is encountered in many everyday processes, such as water‐flow to reach the tips of trees and water‐flow through soils. These processes are examples of spontaneous imbibition. Spontaneous imbibition is also crucial to many industrial applications, ranging from oil recovery and geological sequestration of carbon dioxide to inkjet printing, diapers, and paper sensors. Mostly, the imbibition rate, broadening of the wetting front, and entrapment of the nonwetting fluid are of great interest. In this work, we conduct extensive pore‐scale modeling of spontaneous flow in porous media. We illustrate how pore‐scale heterogeneity influences imbibition dynamics and entrapment of the nonwetting fluid. To bridge the gap between pore‐scale flow dynamics and the Darcy‐scale theory of spontaneous imbibition, we develop a nonequilibrium model for wetting permeability that can provide better modeling of spontaneous imbibition at the Darcy scale. Our studies have immediate implications for the applications of oil production from fractured reservoirs, capillary trapping of carbon dioxide, and remediation of nonaqueous liquids in soils.
Key Points
We conduct image‐based pore‐network modeling of spontaneous imbibition in sintered glass beads and Estaillades carbonate
We illustrate the influence of pore‐scale heterogeneity on wetting dynamics and nonwetting entrapment
We develop a new relative permeability model that incorporates wetting dynamics</abstract><cop>Washington</cop><pub>John Wiley & Sons, Inc</pub><doi>10.1029/2021GL097269</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-8825-7331</orcidid><orcidid>https://orcid.org/0000-0003-2793-3161</orcidid><orcidid>https://orcid.org/0000-0003-2568-6902</orcidid><orcidid>https://orcid.org/0000-0001-9687-2206</orcidid><orcidid>https://orcid.org/0000-0001-5099-2114</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0094-8276 |
ispartof | Geophysical research letters, 2022-02, Vol.49 (4), p.n/a |
issn | 0094-8276 1944-8007 |
language | eng |
recordid | cdi_proquest_journals_2632164792 |
source | Wiley Online Library Journals Frontfile Complete; Wiley Online Library Free Content; Wiley-Blackwell AGU Digital Library; EZB-FREE-00999 freely available EZB journals |
subjects | Beads Capillary pressure Carbon dioxide Carbon sequestration Carbonates Dynamics Entrapment Flow Fluid flow Fractured reservoirs Fronts Glass beads Heterogeneity Imbibition Industrial applications Inkjet printing Liquids Material properties Membrane permeability Modelling nonequilibrium model Numerical prediction Oil production Oil recovery Permeability pore‐scale modeling Porous media relative permeability Sintering (powder metallurgy) Soil Soil permeability Soil remediation Soil water Soils spontaneous imbibition Water flow Wetting wetting dynamics Wetting front |
title | Wetting Dynamics of Spontaneous Imbibition in Porous Media: From Pore Scale to Darcy Scale |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-17T10%3A04%3A40IST&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=Wetting%20Dynamics%20of%20Spontaneous%20Imbibition%20in%20Porous%20Media:%20From%20Pore%20Scale%20to%20Darcy%20Scale&rft.jtitle=Geophysical%20research%20letters&rft.au=Qin,%20Chao%E2%80%90Zhong&rft.date=2022-02-28&rft.volume=49&rft.issue=4&rft.epage=n/a&rft.issn=0094-8276&rft.eissn=1944-8007&rft_id=info:doi/10.1029/2021GL097269&rft_dat=%3Cproquest_cross%3E2632164792%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=2632164792&rft_id=info:pmid/&rfr_iscdi=true |