Distributed Acoustic Sensing as a Distributed Hydraulic Sensor in Fractured Bedrock
Distributed acoustic sensing (DAS) was originally intended to measure oscillatory strain at frequencies of 1 Hz or more on a fiber optic cable. Recently, measurements at much lower frequencies have opened the possibility of using DAS as a dynamic strain sensor in boreholes. A fiber optic cable mecha...
Gespeichert in:
Veröffentlicht in: | Water resources research 2020-09, Vol.56 (9), 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 | 9 |
container_start_page | |
container_title | Water resources research |
container_volume | 56 |
creator | Becker, M. W. Coleman, T. I. Ciervo, C. C. |
description | Distributed acoustic sensing (DAS) was originally intended to measure oscillatory strain at frequencies of 1 Hz or more on a fiber optic cable. Recently, measurements at much lower frequencies have opened the possibility of using DAS as a dynamic strain sensor in boreholes. A fiber optic cable mechanically coupled to a geologic formation will strain in response to hydraulic stresses in pores and fractures. A DAS interrogator can measure dynamic strain in the borehole, which can be related to fluid pressure through the mechanical compliance properties of the formation. Because DAS makes distributed measurements, it is capable of both locating hydraulically active features and quantifying the fluid pressure in the formation. We present field experiments in which a fiber optic cable was mechanically coupled to two crystalline rock boreholes. The formation was stressed hydraulically at another well using alternating injection and pumping. The DAS instrument measured oscillating strain at the location of a fracture zone known to be hydraulically active. Rock displacements of less than 1 nm were measured. Laboratory experiments confirm that displacement is measured correctly. These results suggest that fiber optic cable embedded in geologic formations may be used to map hydraulic connections in three‐dimensional fracture networks. A great advantage of this approach is that strain, an indirect measure of hydraulic stress, can be measured without beforehand knowledge of flowing fractures that intersect boreholes. The technology has obvious applications in water resources, geothermal energy, CO2 sequestration, and remediation of groundwater in fractured bedrock.
Plain Language Summary
A technology developed for measuring vibrations on fiber optic cable, distributed acoustic sensing, is used to measure strain in bedrock in response to pumping and injection. This technology is extremely sensitive to dynamic strain, measuring displacements approaching the size of a water molecule. Field tests showed that fluid‐induced strain in rock exhibits complex geometry. The technology can be used to better understand flow in bedrock, optimize geothermal energy extraction, and identify leakage from subsurface injection systems.
Key Points
Distributed acoustic sensing (DAS) can accurately measure dynamic bedrock strain at low frequency
The distributed strain measurement identified fluid stimulation of hydraulically connected bedrock fractures
Measurement of hydromechanical respons |
doi_str_mv | 10.1029/2020WR028140 |
format | Article |
fullrecord | <record><control><sourceid>proquest_osti_</sourceid><recordid>TN_cdi_osti_scitechconnect_1799240</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2448838708</sourcerecordid><originalsourceid>FETCH-LOGICAL-a3954-ac3eb8d3d0a34d5e039a348ab85388db4aefcef1ec926e3af28d3b7c880789cc3</originalsourceid><addsrcrecordid>eNp90E1LAzEQBuAgCtbqzR-w6NXVycc2ybFWa4WC0Co9hmw2q6l1U5NdpP_eyPbQk6cZmIfh5UXoEsMtBiLvCBBYLYAIzOAIDbBkLOeS02M0AGA0x1TyU3QW4xoAs2LEB2j54GIbXNm1tsrGxnexdSZb2ia65j3TMdPZoZjtqqC7zZ74kLkmmwZt2i6k672tgjef5-ik1ptoL_ZziN6mj6-TWT5_eXqejOe5prJguTbUlqKiFWjKqsIClWkRuhQFFaIqmba1sTW2RpKRpbomCZfcCAFcSGPoEF31f30KraJxrTUfxjeNNa3CXErCIKHrHm2D_-5sbNXad6FJuRRhTAgqOIikbnplgo8x2Fptg_vSYacwqL9u1WG3idOe_7iN3f1r1WoxWRAmKKO_80N6zA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2448838708</pqid></control><display><type>article</type><title>Distributed Acoustic Sensing as a Distributed Hydraulic Sensor in Fractured Bedrock</title><source>Wiley-Blackwell AGU Digital Library</source><source>Wiley Online Library Journals Frontfile Complete</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Becker, M. W. ; Coleman, T. I. ; Ciervo, C. C.</creator><creatorcontrib>Becker, M. W. ; Coleman, T. I. ; Ciervo, C. C. ; California State Univ. (CalState), Long Beach, CA (United States)</creatorcontrib><description>Distributed acoustic sensing (DAS) was originally intended to measure oscillatory strain at frequencies of 1 Hz or more on a fiber optic cable. Recently, measurements at much lower frequencies have opened the possibility of using DAS as a dynamic strain sensor in boreholes. A fiber optic cable mechanically coupled to a geologic formation will strain in response to hydraulic stresses in pores and fractures. A DAS interrogator can measure dynamic strain in the borehole, which can be related to fluid pressure through the mechanical compliance properties of the formation. Because DAS makes distributed measurements, it is capable of both locating hydraulically active features and quantifying the fluid pressure in the formation. We present field experiments in which a fiber optic cable was mechanically coupled to two crystalline rock boreholes. The formation was stressed hydraulically at another well using alternating injection and pumping. The DAS instrument measured oscillating strain at the location of a fracture zone known to be hydraulically active. Rock displacements of less than 1 nm were measured. Laboratory experiments confirm that displacement is measured correctly. These results suggest that fiber optic cable embedded in geologic formations may be used to map hydraulic connections in three‐dimensional fracture networks. A great advantage of this approach is that strain, an indirect measure of hydraulic stress, can be measured without beforehand knowledge of flowing fractures that intersect boreholes. The technology has obvious applications in water resources, geothermal energy, CO2 sequestration, and remediation of groundwater in fractured bedrock.
Plain Language Summary
A technology developed for measuring vibrations on fiber optic cable, distributed acoustic sensing, is used to measure strain in bedrock in response to pumping and injection. This technology is extremely sensitive to dynamic strain, measuring displacements approaching the size of a water molecule. Field tests showed that fluid‐induced strain in rock exhibits complex geometry. The technology can be used to better understand flow in bedrock, optimize geothermal energy extraction, and identify leakage from subsurface injection systems.
Key Points
Distributed acoustic sensing (DAS) can accurately measure dynamic bedrock strain at low frequency
The distributed strain measurement identified fluid stimulation of hydraulically connected bedrock fractures
Measurement of hydromechanical response in wells provides a robust tool for establishing bedrock plumbing in groundwater and geothermal systems</description><identifier>ISSN: 0043-1397</identifier><identifier>EISSN: 1944-7973</identifier><identifier>DOI: 10.1029/2020WR028140</identifier><language>eng</language><publisher>Washington: John Wiley & Sons, Inc</publisher><subject>Acoustic imagery ; Acoustics ; Bedrock ; Boreholes ; Carbon dioxide ; Carbon dioxide fixation ; Carbon sequestration ; Crystalline rocks ; Displacement ; distributed acoustic sensing ; ENVIRONMENTAL SCIENCES ; Environmental Sciences & Ecology ; Fiber optics ; Field tests ; Fluid pressure ; Fracture zones ; fractured bedrock ; Fractures ; Geologic formations ; Geological mapping ; Geothermal energy ; Geothermal energy extraction ; Geothermal power ; Groundwater ; Groundwater treatment ; Hydraulics ; hydrogeology ; Injection ; Injection systems ; Laboratory experiments ; Locating ; Marine & Freshwater Biology ; Measuring instruments ; Optical fibers ; Pumping ; Sensors ; Strain ; Technology ; Vibrations ; Water chemistry ; Water Resources ; well hydraulics</subject><ispartof>Water resources research, 2020-09, Vol.56 (9), p.n/a</ispartof><rights>2020. American Geophysical Union. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a3954-ac3eb8d3d0a34d5e039a348ab85388db4aefcef1ec926e3af28d3b7c880789cc3</citedby><cites>FETCH-LOGICAL-a3954-ac3eb8d3d0a34d5e039a348ab85388db4aefcef1ec926e3af28d3b7c880789cc3</cites><orcidid>0000-0002-2082-2314 ; 0000-0001-8242-0591 ; 0000000182420591 ; 0000000220822314</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%2F2020WR028140$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2020WR028140$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,776,780,881,1411,11493,27901,27902,45550,45551,46443,46867</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/1799240$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Becker, M. W.</creatorcontrib><creatorcontrib>Coleman, T. I.</creatorcontrib><creatorcontrib>Ciervo, C. C.</creatorcontrib><creatorcontrib>California State Univ. (CalState), Long Beach, CA (United States)</creatorcontrib><title>Distributed Acoustic Sensing as a Distributed Hydraulic Sensor in Fractured Bedrock</title><title>Water resources research</title><description>Distributed acoustic sensing (DAS) was originally intended to measure oscillatory strain at frequencies of 1 Hz or more on a fiber optic cable. Recently, measurements at much lower frequencies have opened the possibility of using DAS as a dynamic strain sensor in boreholes. A fiber optic cable mechanically coupled to a geologic formation will strain in response to hydraulic stresses in pores and fractures. A DAS interrogator can measure dynamic strain in the borehole, which can be related to fluid pressure through the mechanical compliance properties of the formation. Because DAS makes distributed measurements, it is capable of both locating hydraulically active features and quantifying the fluid pressure in the formation. We present field experiments in which a fiber optic cable was mechanically coupled to two crystalline rock boreholes. The formation was stressed hydraulically at another well using alternating injection and pumping. The DAS instrument measured oscillating strain at the location of a fracture zone known to be hydraulically active. Rock displacements of less than 1 nm were measured. Laboratory experiments confirm that displacement is measured correctly. These results suggest that fiber optic cable embedded in geologic formations may be used to map hydraulic connections in three‐dimensional fracture networks. A great advantage of this approach is that strain, an indirect measure of hydraulic stress, can be measured without beforehand knowledge of flowing fractures that intersect boreholes. The technology has obvious applications in water resources, geothermal energy, CO2 sequestration, and remediation of groundwater in fractured bedrock.
Plain Language Summary
A technology developed for measuring vibrations on fiber optic cable, distributed acoustic sensing, is used to measure strain in bedrock in response to pumping and injection. This technology is extremely sensitive to dynamic strain, measuring displacements approaching the size of a water molecule. Field tests showed that fluid‐induced strain in rock exhibits complex geometry. The technology can be used to better understand flow in bedrock, optimize geothermal energy extraction, and identify leakage from subsurface injection systems.
Key Points
Distributed acoustic sensing (DAS) can accurately measure dynamic bedrock strain at low frequency
The distributed strain measurement identified fluid stimulation of hydraulically connected bedrock fractures
Measurement of hydromechanical response in wells provides a robust tool for establishing bedrock plumbing in groundwater and geothermal systems</description><subject>Acoustic imagery</subject><subject>Acoustics</subject><subject>Bedrock</subject><subject>Boreholes</subject><subject>Carbon dioxide</subject><subject>Carbon dioxide fixation</subject><subject>Carbon sequestration</subject><subject>Crystalline rocks</subject><subject>Displacement</subject><subject>distributed acoustic sensing</subject><subject>ENVIRONMENTAL SCIENCES</subject><subject>Environmental Sciences & Ecology</subject><subject>Fiber optics</subject><subject>Field tests</subject><subject>Fluid pressure</subject><subject>Fracture zones</subject><subject>fractured bedrock</subject><subject>Fractures</subject><subject>Geologic formations</subject><subject>Geological mapping</subject><subject>Geothermal energy</subject><subject>Geothermal energy extraction</subject><subject>Geothermal power</subject><subject>Groundwater</subject><subject>Groundwater treatment</subject><subject>Hydraulics</subject><subject>hydrogeology</subject><subject>Injection</subject><subject>Injection systems</subject><subject>Laboratory experiments</subject><subject>Locating</subject><subject>Marine & Freshwater Biology</subject><subject>Measuring instruments</subject><subject>Optical fibers</subject><subject>Pumping</subject><subject>Sensors</subject><subject>Strain</subject><subject>Technology</subject><subject>Vibrations</subject><subject>Water chemistry</subject><subject>Water Resources</subject><subject>well hydraulics</subject><issn>0043-1397</issn><issn>1944-7973</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp90E1LAzEQBuAgCtbqzR-w6NXVycc2ybFWa4WC0Co9hmw2q6l1U5NdpP_eyPbQk6cZmIfh5UXoEsMtBiLvCBBYLYAIzOAIDbBkLOeS02M0AGA0x1TyU3QW4xoAs2LEB2j54GIbXNm1tsrGxnexdSZb2ia65j3TMdPZoZjtqqC7zZ74kLkmmwZt2i6k672tgjef5-ik1ptoL_ZziN6mj6-TWT5_eXqejOe5prJguTbUlqKiFWjKqsIClWkRuhQFFaIqmba1sTW2RpKRpbomCZfcCAFcSGPoEF31f30KraJxrTUfxjeNNa3CXErCIKHrHm2D_-5sbNXad6FJuRRhTAgqOIikbnplgo8x2Fptg_vSYacwqL9u1WG3idOe_7iN3f1r1WoxWRAmKKO_80N6zA</recordid><startdate>202009</startdate><enddate>202009</enddate><creator>Becker, M. W.</creator><creator>Coleman, T. I.</creator><creator>Ciervo, C. C.</creator><general>John Wiley & Sons, Inc</general><general>American Geophysical Union (AGU)</general><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><scope>OIOZB</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0002-2082-2314</orcidid><orcidid>https://orcid.org/0000-0001-8242-0591</orcidid><orcidid>https://orcid.org/0000000182420591</orcidid><orcidid>https://orcid.org/0000000220822314</orcidid></search><sort><creationdate>202009</creationdate><title>Distributed Acoustic Sensing as a Distributed Hydraulic Sensor in Fractured Bedrock</title><author>Becker, M. W. ; Coleman, T. I. ; Ciervo, C. C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a3954-ac3eb8d3d0a34d5e039a348ab85388db4aefcef1ec926e3af28d3b7c880789cc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Acoustic imagery</topic><topic>Acoustics</topic><topic>Bedrock</topic><topic>Boreholes</topic><topic>Carbon dioxide</topic><topic>Carbon dioxide fixation</topic><topic>Carbon sequestration</topic><topic>Crystalline rocks</topic><topic>Displacement</topic><topic>distributed acoustic sensing</topic><topic>ENVIRONMENTAL SCIENCES</topic><topic>Environmental Sciences & Ecology</topic><topic>Fiber optics</topic><topic>Field tests</topic><topic>Fluid pressure</topic><topic>Fracture zones</topic><topic>fractured bedrock</topic><topic>Fractures</topic><topic>Geologic formations</topic><topic>Geological mapping</topic><topic>Geothermal energy</topic><topic>Geothermal energy extraction</topic><topic>Geothermal power</topic><topic>Groundwater</topic><topic>Groundwater treatment</topic><topic>Hydraulics</topic><topic>hydrogeology</topic><topic>Injection</topic><topic>Injection systems</topic><topic>Laboratory experiments</topic><topic>Locating</topic><topic>Marine & Freshwater Biology</topic><topic>Measuring instruments</topic><topic>Optical fibers</topic><topic>Pumping</topic><topic>Sensors</topic><topic>Strain</topic><topic>Technology</topic><topic>Vibrations</topic><topic>Water chemistry</topic><topic>Water Resources</topic><topic>well hydraulics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Becker, M. W.</creatorcontrib><creatorcontrib>Coleman, T. I.</creatorcontrib><creatorcontrib>Ciervo, C. C.</creatorcontrib><creatorcontrib>California State Univ. (CalState), Long Beach, CA (United States)</creatorcontrib><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><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><jtitle>Water resources research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Becker, M. W.</au><au>Coleman, T. I.</au><au>Ciervo, C. C.</au><aucorp>California State Univ. (CalState), Long Beach, CA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Distributed Acoustic Sensing as a Distributed Hydraulic Sensor in Fractured Bedrock</atitle><jtitle>Water resources research</jtitle><date>2020-09</date><risdate>2020</risdate><volume>56</volume><issue>9</issue><epage>n/a</epage><issn>0043-1397</issn><eissn>1944-7973</eissn><abstract>Distributed acoustic sensing (DAS) was originally intended to measure oscillatory strain at frequencies of 1 Hz or more on a fiber optic cable. Recently, measurements at much lower frequencies have opened the possibility of using DAS as a dynamic strain sensor in boreholes. A fiber optic cable mechanically coupled to a geologic formation will strain in response to hydraulic stresses in pores and fractures. A DAS interrogator can measure dynamic strain in the borehole, which can be related to fluid pressure through the mechanical compliance properties of the formation. Because DAS makes distributed measurements, it is capable of both locating hydraulically active features and quantifying the fluid pressure in the formation. We present field experiments in which a fiber optic cable was mechanically coupled to two crystalline rock boreholes. The formation was stressed hydraulically at another well using alternating injection and pumping. The DAS instrument measured oscillating strain at the location of a fracture zone known to be hydraulically active. Rock displacements of less than 1 nm were measured. Laboratory experiments confirm that displacement is measured correctly. These results suggest that fiber optic cable embedded in geologic formations may be used to map hydraulic connections in three‐dimensional fracture networks. A great advantage of this approach is that strain, an indirect measure of hydraulic stress, can be measured without beforehand knowledge of flowing fractures that intersect boreholes. The technology has obvious applications in water resources, geothermal energy, CO2 sequestration, and remediation of groundwater in fractured bedrock.
Plain Language Summary
A technology developed for measuring vibrations on fiber optic cable, distributed acoustic sensing, is used to measure strain in bedrock in response to pumping and injection. This technology is extremely sensitive to dynamic strain, measuring displacements approaching the size of a water molecule. Field tests showed that fluid‐induced strain in rock exhibits complex geometry. The technology can be used to better understand flow in bedrock, optimize geothermal energy extraction, and identify leakage from subsurface injection systems.
Key Points
Distributed acoustic sensing (DAS) can accurately measure dynamic bedrock strain at low frequency
The distributed strain measurement identified fluid stimulation of hydraulically connected bedrock fractures
Measurement of hydromechanical response in wells provides a robust tool for establishing bedrock plumbing in groundwater and geothermal systems</abstract><cop>Washington</cop><pub>John Wiley & Sons, Inc</pub><doi>10.1029/2020WR028140</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-2082-2314</orcidid><orcidid>https://orcid.org/0000-0001-8242-0591</orcidid><orcidid>https://orcid.org/0000000182420591</orcidid><orcidid>https://orcid.org/0000000220822314</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0043-1397 |
ispartof | Water resources research, 2020-09, Vol.56 (9), p.n/a |
issn | 0043-1397 1944-7973 |
language | eng |
recordid | cdi_osti_scitechconnect_1799240 |
source | Wiley-Blackwell AGU Digital Library; Wiley Online Library Journals Frontfile Complete; EZB-FREE-00999 freely available EZB journals |
subjects | Acoustic imagery Acoustics Bedrock Boreholes Carbon dioxide Carbon dioxide fixation Carbon sequestration Crystalline rocks Displacement distributed acoustic sensing ENVIRONMENTAL SCIENCES Environmental Sciences & Ecology Fiber optics Field tests Fluid pressure Fracture zones fractured bedrock Fractures Geologic formations Geological mapping Geothermal energy Geothermal energy extraction Geothermal power Groundwater Groundwater treatment Hydraulics hydrogeology Injection Injection systems Laboratory experiments Locating Marine & Freshwater Biology Measuring instruments Optical fibers Pumping Sensors Strain Technology Vibrations Water chemistry Water Resources well hydraulics |
title | Distributed Acoustic Sensing as a Distributed Hydraulic Sensor in Fractured Bedrock |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-05T07%3A23%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_osti_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Distributed%20Acoustic%20Sensing%20as%20a%20Distributed%20Hydraulic%20Sensor%20in%20Fractured%20Bedrock&rft.jtitle=Water%20resources%20research&rft.au=Becker,%20M.%20W.&rft.aucorp=California%20State%20Univ.%20(CalState),%20Long%20Beach,%20CA%20(United%20States)&rft.date=2020-09&rft.volume=56&rft.issue=9&rft.epage=n/a&rft.issn=0043-1397&rft.eissn=1944-7973&rft_id=info:doi/10.1029/2020WR028140&rft_dat=%3Cproquest_osti_%3E2448838708%3C/proquest_osti_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2448838708&rft_id=info:pmid/&rfr_iscdi=true |