{"id":"https://openalex.org/W4402261718","doi":"https://doi.org/10.1109/igarss53475.2024.10641995","title":"Decreased Latency in Landsat Derived Evapotranspiration Products Using Machine Learning on Google Earth Engine","display_name":"Decreased Latency in Landsat Derived Evapotranspiration Products Using Machine Learning on Google Earth Engine","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261718","doi":"https://doi.org/10.1109/igarss53475.2024.10641995"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641995","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101586875","display_name":"Yun Yang","orcid":"https://orcid.org/0000-0002-1612-0205"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Yang","raw_affiliation_strings":["Mississippi State University,Starkville,MS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University,Starkville,MS","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082926470","display_name":"Martha C. Anderson","orcid":"https://orcid.org/0000-0003-0748-5525"},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martha Anderson","raw_affiliation_strings":["USDA-ARS,Hydrology and Remote Sensing Lab,Beltsville,MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS,Hydrology and Remote Sensing Lab,Beltsville,MD","institution_ids":["https://openalex.org/I1312222531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090210162","display_name":"Kyle Knipper","orcid":"https://orcid.org/0000-0003-0889-8129"},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Knipper","raw_affiliation_strings":["USDA-ARS,Sustainable Agricultural Water System Unit,Davis,CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS,Sustainable Agricultural Water System Unit,Davis,CA","institution_ids":["https://openalex.org/I1312222531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362401","display_name":"Feng Gao","orcid":"https://orcid.org/0000-0002-1865-2846"},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Gao","raw_affiliation_strings":["USDA-ARS,Hydrology and Remote Sensing Lab,Beltsville,MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS,Hydrology and Remote Sensing Lab,Beltsville,MD","institution_ids":["https://openalex.org/I1312222531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072480434","display_name":"Christopher Hain","orcid":"https://orcid.org/0000-0002-0093-6816"},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Hain","raw_affiliation_strings":["NASA Marshall Flight Center,Nashville,AL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Marshall Flight Center,Nashville,AL","institution_ids":["https://openalex.org/I1294504835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030790097","display_name":"Weina Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weina Duan","raw_affiliation_strings":["Mississippi State University,Starkville,MS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University,Starkville,MS","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051237123","display_name":"Forrest Melton","orcid":"https://orcid.org/0000-0001-8728-0778"},"institutions":[{"id":"https://openalex.org/I135369504","display_name":"California State University, Monterey Bay","ror":"https://ror.org/00mjdtw98","country_code":"US","type":"education","lineage":["https://openalex.org/I135369504"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Forrest Melton","raw_affiliation_strings":["California State University,Monterey,CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California State University,Monterey,CA","institution_ids":["https://openalex.org/I135369504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112382486","display_name":"Charles Morton","orcid":null},"institutions":[{"id":"https://openalex.org/I60138030","display_name":"Desert Research Institute","ror":"https://ror.org/02vg22c33","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I60138030"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Morton","raw_affiliation_strings":["Desert Research Institute,Reno,NV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Desert Research Institute,Reno,NV","institution_ids":["https://openalex.org/I60138030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068963283","display_name":"John Volk","orcid":"https://orcid.org/0000-0001-9994-1545"},"institutions":[{"id":"https://openalex.org/I60138030","display_name":"Desert Research Institute","ror":"https://ror.org/02vg22c33","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I60138030"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Volk","raw_affiliation_strings":["Desert Research Institute,Reno,NV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Desert Research Institute,Reno,NV","institution_ids":["https://openalex.org/I60138030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023410644","display_name":"Zhuosen Wang","orcid":"https://orcid.org/0000-0002-6766-275X"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuosen Wang","raw_affiliation_strings":["University of Maryland,College Park,MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland,College Park,MD","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3054","last_page":"3057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.6083313822746277},{"id":"https://openalex.org/keywords/earth","display_name":"Earth (classical element)","score":0.5537306070327759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5390374660491943},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4960697591304779},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.44751524925231934},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.44614145159721375},{"id":"https://openalex.org/keywords/satellite-broadcasting","display_name":"Satellite broadcasting","score":0.4124811589717865},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.33377525210380554},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.26193445920944214},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1230154037475586},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1045026183128357},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08741551637649536},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.0725896954536438},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.051300227642059326}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.6083313822746277},{"id":"https://openalex.org/C26148502","wikidata":"https://www.wikidata.org/wiki/Q2488752","display_name":"Earth (classical element)","level":2,"score":0.5537306070327759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5390374660491943},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4960697591304779},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.44751524925231934},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.44614145159721375},{"id":"https://openalex.org/C2986254709","wikidata":"https://www.wikidata.org/wiki/Q209588","display_name":"Satellite broadcasting","level":3,"score":0.4124811589717865},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.33377525210380554},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.26193445920944214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1230154037475586},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1045026183128357},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08741551637649536},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0725896954536438},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.051300227642059326},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641995","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.44999998807907104,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2061346772","https://openalex.org/W2110832913","https://openalex.org/W2139709933","https://openalex.org/W2157675604","https://openalex.org/W2414674499","https://openalex.org/W2622260342","https://openalex.org/W2795269446","https://openalex.org/W2804583155","https://openalex.org/W2806003677","https://openalex.org/W2906535621","https://openalex.org/W2972933435","https://openalex.org/W3130839160","https://openalex.org/W3195453182","https://openalex.org/W3206073464","https://openalex.org/W3208469531","https://openalex.org/W4224300938","https://openalex.org/W4288420805","https://openalex.org/W4366818783"],"related_works":["https://openalex.org/W2102874016","https://openalex.org/W2352756686","https://openalex.org/W2354103845","https://openalex.org/W3689139","https://openalex.org/W2080467217","https://openalex.org/W1637585205","https://openalex.org/W3027684452","https://openalex.org/W3087128175","https://openalex.org/W3156371387","https://openalex.org/W2327420602"],"abstract_inverted_index":{"We":[0],"introduce":[1],"a":[2,117],"physics-informed":[3],"machine":[4],"learning":[5],"technique":[6],"to":[7,22,155],"predict":[8],"near":[9],"real-time":[10,17],"(NRT)":[11],"Land":[12,70,81],"Surface":[13],"Temperature":[14],"(LST)":[15],"using":[16],"Landsat":[18,29],"8":[19,30],"data,":[20,91],"aiming":[21],"overcome":[23],"the":[24,28,35,57,95,99,148],"latency":[25],"constraints":[26],"of":[27,48,101],"USGS":[31,105],"LST":[32,61,90,106,162],"product":[33,62],"in":[34,132],"OpenET":[36,109],"system":[37],"on":[38,119],"Google":[39],"Earth":[40],"Engine":[41],"(GEE).":[42],"This":[43],"approach":[44],"utilizes":[45],"stratified":[46],"sampling":[47],"clear":[49],"images":[50],"across":[51],"various":[52],"land":[53,76],"cover":[54,77],"types,":[55],"incorporating":[56],"physics-based":[58],"Level":[59],"2":[60],"from":[63,67,79],"USGS,":[64],"atmospheric":[65],"parameters":[66],"North":[68],"American":[69],"Data":[71],"Assimilation":[72],"System":[73],"(NLDAS)":[74],"and":[75,107,135,142],"classifications":[78],"National":[80],"Cover":[82],"Database":[83],"(NLCD)":[84],"for":[85,153,160],"model":[86,124],"training.":[87],"The":[88,126],"predicted":[89],"further":[92],"integrated":[93],"into":[94],"DisALEXI":[96],"model,":[97],"facilitates":[98],"calculation":[100],"ET.":[102],"Evaluations":[103],"against":[104],"original":[108],"ET":[110],"data":[111],"over":[112],"randomly":[113],"selected":[114],"regions,":[115],"with":[116],"focus":[118],"agricultural":[120],"areas,":[121],"demonstrate":[122],"good":[123],"performance.":[125],"developed":[127,149],"method":[128,150],"enhances":[129],"NRT":[130],"applications":[131],"agricultural,":[133],"forest,":[134],"water":[136,144],"resource":[137],"management":[138],"by":[139],"delivering":[140],"timely":[141,161],"precise":[143],"use":[145],"information.":[146],"Furthermore,":[147],"shows":[151],"potential":[152],"adaptation":[154],"other":[156],"thermal":[157],"observation":[158],"missions":[159],"estimation.":[163]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
