{"id":"https://openalex.org/W2900604860","doi":"https://doi.org/10.3390/rs10121867","title":"CubeSats Enable High Spatiotemporal Retrievals of Crop-Water Use for Precision Agriculture","display_name":"CubeSats Enable High Spatiotemporal Retrievals of Crop-Water Use for Precision Agriculture","publication_year":2018,"publication_date":"2018-11-22","ids":{"openalex":"https://openalex.org/W2900604860","doi":"https://doi.org/10.3390/rs10121867","mag":"2900604860"},"language":"en","primary_location":{"id":"doi:10.3390/rs10121867","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10121867","pdf_url":"https://www.mdpi.com/2072-4292/10/12/1867/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/10/12/1867/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073514479","display_name":"B. Aragon","orcid":"https://orcid.org/0000-0002-6768-2494"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Bruno Aragon","raw_affiliation_strings":["Water Desalination and Reuse Center, King Abdullah University of Science of Technology, Thuwal 23955, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Water Desalination and Reuse Center, King Abdullah University of Science of Technology, Thuwal 23955, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012845214","display_name":"Rasmus Houborg","orcid":"https://orcid.org/0000-0002-3604-0747"},"institutions":[{"id":"https://openalex.org/I177156846","display_name":"South Dakota State University","ror":"https://ror.org/015jmes13","country_code":"US","type":"education","lineage":["https://openalex.org/I177156846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rasmus Houborg","raw_affiliation_strings":["Department of Geography, South Dakota State University, Brookings, SD 57007, USA","Geospatial Sciences Center of Excellence, South Dakota State University, Brookings, SD 57007, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geography, South Dakota State University, Brookings, SD 57007, USA","institution_ids":["https://openalex.org/I177156846"]},{"raw_affiliation_string":"Geospatial Sciences Center of Excellence, South Dakota State University, Brookings, SD 57007, USA","institution_ids":["https://openalex.org/I177156846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040098785","display_name":"Kevin Tu","orcid":"https://orcid.org/0000-0002-2458-7083"},"institutions":[{"id":"https://openalex.org/I4210097074","display_name":"Theiss Research","ror":"https://ror.org/00scjnx30","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210097074"]},{"id":"https://openalex.org/I4210121787","display_name":"Corteva (United States)","ror":"https://ror.org/02pm1jf23","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Tu","raw_affiliation_strings":["Corteva Agriscience, Agriculture Division of DowDuPont 8325 NW 62nd Ave, P.O. Box 7062, Johnston, IA 50131, USA","Theiss Research, 7411 Eads Ave., La Jolla, CA 92037, USA"],"affiliations":[{"raw_affiliation_string":"Corteva Agriscience, Agriculture Division of DowDuPont 8325 NW 62nd Ave, P.O. Box 7062, Johnston, IA 50131, USA","institution_ids":["https://openalex.org/I4210121787"]},{"raw_affiliation_string":"Theiss Research, 7411 Eads Ave., La Jolla, CA 92037, USA","institution_ids":["https://openalex.org/I4210097074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070335316","display_name":"Joshua B. Fisher","orcid":"https://orcid.org/0000-0003-4734-9085"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Fisher","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr., Pasadena, CA 91109, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr., Pasadena, CA 91109, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075555774","display_name":"Matthew F. McCabe","orcid":"https://orcid.org/0000-0002-1279-5272"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Matthew McCabe","raw_affiliation_strings":["Water Desalination and Reuse Center, King Abdullah University of Science of Technology, Thuwal 23955, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Water Desalination and Reuse Center, King Abdullah University of Science of Technology, Thuwal 23955, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073514479"],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":8.5597,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.98114033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"10","issue":"12","first_page":"1867","last_page":"1867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9269999861717224,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11268","display_name":"Light effects on plants","score":0.9154999852180481,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.6274912357330322},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6239666938781738},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5503867268562317},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4472631812095642},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.3727731704711914},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11692842841148376}],"concepts":[{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.6274912357330322},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6239666938781738},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5503867268562317},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4472631812095642},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3727731704711914},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11692842841148376},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs10121867","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10121867","pdf_url":"https://www.mdpi.com/2072-4292/10/12/1867/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:56a9b33204114e66934f097a75bd5d7e","is_oa":true,"landing_page_url":"https://doaj.org/article/56a9b33204114e66934f097a75bd5d7e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 12, p 1867 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/12/1867/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10121867","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 10; Issue 12; Pages: 1867","raw_type":"Text"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/630180","is_oa":true,"landing_page_url":"http://hdl.handle.net/10754/630180","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.3390/rs10121867","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10121867","pdf_url":"https://www.mdpi.com/2072-4292/10/12/1867/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900604860.pdf","grobid_xml":"https://content.openalex.org/works/W2900604860.grobid-xml"},"referenced_works_count":100,"referenced_works":["https://openalex.org/W185983716","https://openalex.org/W1591032703","https://openalex.org/W1811186882","https://openalex.org/W1838347895","https://openalex.org/W1840745312","https://openalex.org/W1939351039","https://openalex.org/W1968508976","https://openalex.org/W1969974566","https://openalex.org/W1974804519","https://openalex.org/W1980444344","https://openalex.org/W1981663377","https://openalex.org/W1982546148","https://openalex.org/W1985304904","https://openalex.org/W1985571081","https://openalex.org/W1988512587","https://openalex.org/W1996512653","https://openalex.org/W1998153057","https://openalex.org/W2007738831","https://openalex.org/W2011325105","https://openalex.org/W2013579785","https://openalex.org/W2014767505","https://openalex.org/W2016044589","https://openalex.org/W2026604111","https://openalex.org/W2027173730","https://openalex.org/W2042695643","https://openalex.org/W2051798177","https://openalex.org/W2052411293","https://openalex.org/W2054363083","https://openalex.org/W2056124940","https://openalex.org/W2056435747","https://openalex.org/W2059622506","https://openalex.org/W2061003790","https://openalex.org/W2064616890","https://openalex.org/W2065454207","https://openalex.org/W2074101659","https://openalex.org/W2080504767","https://openalex.org/W2084770064","https://openalex.org/W2088267127","https://openalex.org/W2091601871","https://openalex.org/W2091727919","https://openalex.org/W2095052216","https://openalex.org/W2108085482","https://openalex.org/W2118488496","https://openalex.org/W2118930997","https://openalex.org/W2122266551","https://openalex.org/W2126349297","https://openalex.org/W2128020675","https://openalex.org/W2129016866","https://openalex.org/W2129859781","https://openalex.org/W2132725824","https://openalex.org/W2133125644","https://openalex.org/W2133534892","https://openalex.org/W2136408258","https://openalex.org/W2141894506","https://openalex.org/W2143003459","https://openalex.org/W2145170417","https://openalex.org/W2145304651","https://openalex.org/W2158288755","https://openalex.org/W2163606831","https://openalex.org/W2164254717","https://openalex.org/W2166822600","https://openalex.org/W2167453193","https://openalex.org/W2168612962","https://openalex.org/W2170605977","https://openalex.org/W2172396214","https://openalex.org/W2172704398","https://openalex.org/W2175646991","https://openalex.org/W2263936976","https://openalex.org/W2421255215","https://openalex.org/W2516818410","https://openalex.org/W2523311857","https://openalex.org/W2567491594","https://openalex.org/W2592541999","https://openalex.org/W2595433512","https://openalex.org/W2603009652","https://openalex.org/W2610686360","https://openalex.org/W2623853268","https://openalex.org/W2729415056","https://openalex.org/W2765366036","https://openalex.org/W2771841295","https://openalex.org/W2773009449","https://openalex.org/W2774875642","https://openalex.org/W2774876962","https://openalex.org/W2793603191","https://openalex.org/W2799869868","https://openalex.org/W2805837072","https://openalex.org/W2876626763","https://openalex.org/W2897297707","https://openalex.org/W3125113274","https://openalex.org/W4232240527","https://openalex.org/W4238340868","https://openalex.org/W4252757104","https://openalex.org/W4253296050","https://openalex.org/W4253510918","https://openalex.org/W6638522186","https://openalex.org/W6670343958","https://openalex.org/W6676508885","https://openalex.org/W6694645013","https://openalex.org/W6746846427","https://openalex.org/W6834837053"],"related_works":["https://openalex.org/W3201212491","https://openalex.org/W4380767732","https://openalex.org/W2382920002","https://openalex.org/W4247744717","https://openalex.org/W3161605631","https://openalex.org/W1551473783","https://openalex.org/W2912977869","https://openalex.org/W2170509036","https://openalex.org/W3195856620","https://openalex.org/W2622264455"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,63],"based":[2],"estimation":[3,126],"of":[4,11,19,61,72,74,121,127,131,143,218,230,263,272,292,301],"evapotranspiration":[5],"(ET)":[6],"provides":[7],"a":[8,26,50,95,154,161,209,269,289],"direct":[9],"accounting":[10],"the":[12,17,59,69,119,125,132,144,214,219,227,231,252,264,293,299],"crop":[13],"water":[14,193],"use.":[15],"However,":[16],"use":[18,194],"satellite":[20,77],"data":[21,42,92],"has":[22,55],"generally":[23],"required":[24],"that":[25,86],"compromise":[27],"between":[28],"spatial":[29,40,46,216],"and":[30,111,250,267,308],"temporal":[31],"resolution":[32,41,47,90,146,217,255],"is":[33],"made,":[34],"i.e.,":[35],"one":[36],"could":[37],"obtain":[38],"low":[39],"regularly,":[43],"or":[44],"high":[45,215],"occasionally.":[48],"As":[49],"consequence,":[51],"this":[52,115],"spatiotemporal":[53],"trade-off":[54],"tended":[56],"to":[57,105,123,235,260,278],"limit":[58],"impact":[60],"remote":[62],"for":[64,97,274,305],"precision":[65,244,306],"agricultural":[66,245],"applications.":[67],"With":[68],"recent":[70],"emergence":[71],"constellations":[73],"small":[75],"CubeSat-based":[76],"systems,":[78,150],"these":[79,149],"constraints":[80],"are":[81,93],"rapidly":[82],"being":[83],"removed,":[84],"such":[85],"daily":[87],"3":[88,253],"m":[89,254],"optical":[91],"now":[94],"reality":[96],"earth":[98,108],"observation.":[99],"Such":[100],"advances":[101],"provide":[102,268],"an":[103,179,188,203,237],"opportunity":[104],"develop":[106],"new":[107,243],"system":[109],"monitoring":[110],"assessment":[112],"tools.":[113],"In":[114],"manuscript":[116],"we":[117,151],"evaluate":[118,175],"capacity":[120],"CubeSats":[122],"advance":[124],"ET":[128,256],"via":[129],"application":[130],"Priestley-Taylor":[133],"Jet":[134],"Propulsion":[135],"Laboratory":[136],"(PT-JPL)":[137],"retrieval":[138],"model.":[139],"To":[140,212],"take":[141],"advantage":[142],"high-spatiotemporal":[145],"afforded":[147],"by":[148],"have":[152],"integrated":[153,225],"CubeSat":[155,220],"derived":[156],"leaf":[157],"area":[158,229],"index":[159],"as":[160,166,168,288],"forcing":[162],"variable":[163],"into":[164,247],"PT-JPL,":[165],"well":[167],"modified":[169],"key":[170],"biophysical":[171],"model":[172,176],"parameters.":[173],"We":[174],"performance":[177],"over":[178,226],"irrigated":[180,275],"farmland":[181],"in":[182],"Saudi":[183],"Arabia":[184],"using":[185],"observations":[186],"from":[187,202,241],"eddy":[189,232],"covariance":[190,233],"tower.":[191],"Crop":[192],"retrievals":[195,223,257],"were":[196,224,258],"also":[197],"compared":[198],"against":[199],"measured":[200],"irrigation":[201],"in-line":[204],"flow":[205],"meter":[206],"installed":[207],"within":[208],"center-pivot":[210],"system.":[211],"leverage":[213],"imagery,":[221],"PT-JPL":[222],"source":[228],"footprint,":[234],"allow":[236],"equivalent":[238],"intercomparison.":[239],"Apart":[240],"offering":[242],"insights":[246],"farm":[248],"operations":[249],"management,":[251],"shown":[259],"explain":[261],"86%":[262],"observed":[265,284],"variability":[266],"relative":[270],"RMSE":[271],"32.9%":[273],"maize,":[276],"comparable":[277],"previously":[279],"reported":[280],"satellite-based":[281],"retrievals.":[282],"An":[283],"underestimation":[285],"was":[286],"diagnosed":[287],"possible":[290],"misrepresentation":[291],"local":[294],"surface":[295],"moisture":[296],"status,":[297],"highlighting":[298],"challenge":[300],"high-resolution":[302],"modeling":[303],"applications":[304],"agriculture":[307],"informing":[309],"future":[310],"research":[311],"directions.":[312]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":8}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2018-11-29T00:00:00"}
