{"id":"https://openalex.org/W4382808615","doi":"https://doi.org/10.5004/dwt.2023.29478","title":"Estimation of evapotranspiration based on METRIC and SEBAL model using remote sensing, near Al-Jouf, Saudi Arabia","display_name":"Estimation of evapotranspiration based on METRIC and SEBAL model using remote sensing, near Al-Jouf, Saudi Arabia","publication_year":2023,"publication_date":"2023-04-01","ids":{"openalex":"https://openalex.org/W4382808615","doi":"https://doi.org/10.5004/dwt.2023.29478"},"language":"en","primary_location":{"id":"doi:10.5004/dwt.2023.29478","doi":"https://doi.org/10.5004/dwt.2023.29478","is_oa":true,"landing_page_url":"https://doi.org/10.5004/dwt.2023.29478","pdf_url":"https://doi.org/10.5004/dwt.2023.29478","source":{"id":"https://openalex.org/S124203677","display_name":"Desalination and Water Treatment","issn_l":"1944-3986","issn":["1944-3986","1944-3994"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Desalination and Water Treatment","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5004/dwt.2023.29478","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055936599","display_name":"Esubalew Adem Yibrie","orcid":"https://orcid.org/0000-0001-7728-6922","observed_orcids":["https://orcid.org/0000-0001-7728-6922"]},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Esubalew Adem","raw_affiliation_strings":["Department of Geology, Faculty of Science, Arba Minch University, Arba Minch, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology, Faculty of Science, Arba Minch University, Arba Minch, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058698818","display_name":"Silvena Boteva","orcid":"https://orcid.org/0000-0002-3928-7489","observed_orcids":["https://orcid.org/0000-0002-3928-7489"]},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Silvena Boteva","raw_affiliation_strings":["Department of Ecology and Nature Conservation, Faculty of Biology, Sofia University \"St. Kl. Ohridski\", 8 Dragan Tsankov Blvd, 1164 Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Nature Conservation, Faculty of Biology, Sofia University \"St. Kl. Ohridski\", 8 Dragan Tsankov Blvd, 1164 Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115603648","display_name":"Lifu Zhang","orcid":"https://orcid.org/0000-0002-3533-9966","observed_orcids":["https://orcid.org/0000-0002-3533-9966"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifu Zhang","raw_affiliation_strings":["The State Key Laboratory of Remote Sensing, Aerospace Information Research Institute Chinese Academy of Science (CAS), Beijing 100101, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Remote Sensing, Aerospace Information Research Institute Chinese Academy of Science (CAS), Beijing 100101, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199","https://openalex.org/I4210166112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066220518","display_name":"Mohamed Elhag","orcid":"https://orcid.org/0000-0001-9048-0084","observed_orcids":["https://orcid.org/0000-0001-9048-0084"]},"institutions":[{"id":"https://openalex.org/I1283664872","display_name":"Mediterranean Agronomic Institute of Chania","ror":"https://ror.org/01pbz7c04","country_code":"GR","type":"education","lineage":["https://openalex.org/I1283664872"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I39706905","display_name":"German University of Technology","ror":"https://ror.org/055hq4920","country_code":"OM","type":"education","lineage":["https://openalex.org/I39706905"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN","GR","OM"],"is_corresponding":true,"raw_author_name":"Mohamed Elhag","raw_affiliation_strings":["Department of Applied Geosciences, Faculty of Science, the German University of Technology in Oman, Muscat 1816, Oman","Department of Geoinformation in Environmental Management, CI-HEAM/Mediterranean Agronomic Institute of Chania, Chania 73100, Greece","The State Key Laboratory of Remote Sensing, Aerospace Information Research Institute Chinese Academy of Science (CAS), Beijing 100101, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Geosciences, Faculty of Science, the German University of Technology in Oman, Muscat 1816, Oman","institution_ids":["https://openalex.org/I39706905"]},{"raw_affiliation_string":"Department of Geoinformation in Environmental Management, CI-HEAM/Mediterranean Agronomic Institute of Chania, Chania 73100, Greece","institution_ids":["https://openalex.org/I1283664872"]},{"raw_affiliation_string":"The State Key Laboratory of Remote Sensing, Aerospace Information Research Institute Chinese Academy of Science (CAS), Beijing 100101, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199","https://openalex.org/I4210166112"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5066220518"],"corresponding_institution_ids":["https://openalex.org/I1283664872","https://openalex.org/I19820366","https://openalex.org/I39706905","https://openalex.org/I4210137199","https://openalex.org/I4210166112"],"apc_list":{"value":1000,"currency":"USD","value_usd":1000},"apc_paid":{"value":1000,"currency":"USD","value_usd":1000},"fwci":1.0186,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.70634329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"290","issue":null,"first_page":"94","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11186","display_name":"Hydrology and Drought Analysis","score":0.5981000065803528,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.5981000065803528,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.19740000367164612,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.11829999834299088,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/evapotranspiration-estimation","display_name":"evapotranspiration estimation","score":0.9369999766349792},{"id":"https://openalex.org/keywords/metric-model","display_name":"METRIC model","score":0.8949999809265137},{"id":"https://openalex.org/keywords/sebal","display_name":"SEBAL","score":0.9909999966621399},{"id":"https://openalex.org/keywords/surface-energy-balance-algorithm","display_name":"surface energy balance algorithm","score":0.6629999876022339},{"id":"https://openalex.org/keywords/land-surface-temperature","display_name":"land surface temperature","score":0.9160000085830688},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"vegetation indices","score":0.8140000104904175},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"leaf area index","score":0.847000002861023},{"id":"https://openalex.org/keywords/emissivity","display_name":"emissivity","score":0.9490000009536743},{"id":"https://openalex.org/keywords/arid-and-semi-arid-environments","display_name":"arid and semi-arid environments","score":0.8989999890327454},{"id":"https://openalex.org/keywords/al-jouf","display_name":"Al-Jouf","score":0.8859999775886536},{"id":"https://openalex.org/keywords/water-resources-planning","display_name":"water resources planning","score":0.777999997138977}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.8264151215553284},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6496845483779907},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6293023824691772},{"id":"https://openalex.org/C2775938548","wikidata":"https://www.wikidata.org/wiki/Q1565182","display_name":"Thematic Mapper","level":3,"score":0.562896728515625},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4942498505115509},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.43059927225112915},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41261014342308044},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25885313749313354},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.08710503578186035},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.06249341368675232},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06068524718284607},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.059596508741378784},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5004/dwt.2023.29478","doi":"https://doi.org/10.5004/dwt.2023.29478","is_oa":true,"landing_page_url":"https://doi.org/10.5004/dwt.2023.29478","pdf_url":"https://doi.org/10.5004/dwt.2023.29478","source":{"id":"https://openalex.org/S124203677","display_name":"Desalination and Water Treatment","issn_l":"1944-3986","issn":["1944-3986","1944-3994"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Desalination and Water Treatment","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5004/dwt.2023.29478","doi":"https://doi.org/10.5004/dwt.2023.29478","is_oa":true,"landing_page_url":"https://doi.org/10.5004/dwt.2023.29478","pdf_url":"https://doi.org/10.5004/dwt.2023.29478","source":{"id":"https://openalex.org/S124203677","display_name":"Desalination and Water Treatment","issn_l":"1944-3986","issn":["1944-3986","1944-3994"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Desalination and Water Treatment","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.685699999332428,"display_name":"Climate action"},{"id":"https://metadata.un.org/sdg/6","score":0.6618000268936157,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382808615.pdf","grobid_xml":"https://content.openalex.org/works/W4382808615.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W108735484","https://openalex.org/W1964245098","https://openalex.org/W1975116313","https://openalex.org/W1989373983","https://openalex.org/W1990275320","https://openalex.org/W1990301726","https://openalex.org/W2012331833","https://openalex.org/W2018318189","https://openalex.org/W2032736943","https://openalex.org/W2041570083","https://openalex.org/W2056124940","https://openalex.org/W2061003790","https://openalex.org/W2066674899","https://openalex.org/W2068350205","https://openalex.org/W2109638581","https://openalex.org/W2123615819","https://openalex.org/W2152516985","https://openalex.org/W2159335941","https://openalex.org/W2170523364","https://openalex.org/W2233818796","https://openalex.org/W2237689557","https://openalex.org/W2259519722","https://openalex.org/W2288388877","https://openalex.org/W2289096635","https://openalex.org/W2560267884","https://openalex.org/W2615892279","https://openalex.org/W2790689507","https://openalex.org/W2810187924","https://openalex.org/W2887134906","https://openalex.org/W2913851887","https://openalex.org/W2920127066","https://openalex.org/W2921467030","https://openalex.org/W2945354730","https://openalex.org/W2947181727","https://openalex.org/W2970781889","https://openalex.org/W2977461045","https://openalex.org/W3003441410","https://openalex.org/W3013810899","https://openalex.org/W3023159593","https://openalex.org/W3035798790","https://openalex.org/W3043392635","https://openalex.org/W3081241543","https://openalex.org/W3120352893","https://openalex.org/W3128155501","https://openalex.org/W3139032084","https://openalex.org/W3207266654","https://openalex.org/W3214192152","https://openalex.org/W4213235909","https://openalex.org/W4243240335","https://openalex.org/W4247747021","https://openalex.org/W4289793657","https://openalex.org/W4291745505","https://openalex.org/W6759874804","https://openalex.org/W7065772365"],"related_works":["https://openalex.org/W2991327304","https://openalex.org/W4404083494","https://openalex.org/W3033521403","https://openalex.org/W4220949834","https://openalex.org/W2999261269","https://openalex.org/W7029779831","https://openalex.org/W3194945614","https://openalex.org/W6907425825","https://openalex.org/W2772307823","https://openalex.org/W2801146551"],"abstract_inverted_index":{"The":[0,21,66,81,121,178,200],"current":[1],"study":[2],"focuses":[3],"on":[4,193,213],"estimating":[5],"evapotranspiration":[6,32,45,84],"in":[7,12,70,219],"arid":[8],"and":[9,30,43,54,62,72,97,107,134,142,167,209],"semi-arid":[10],"environments":[11],"the":[13,24,35,56,76,90,98,159,173,183,189,203,211],"Northern":[14],"part":[15],"of":[16,23,123,149,180,196,202],"Saudi":[17],"Arabia":[18],"near":[19],"Al-Jouf.":[20],"objective":[22],"research":[25],"is":[26,85,103,186,205],"to":[27,128,154,206],"study,":[28],"analyze":[29],"estimate":[31,207],"(ET)":[33],"using":[34],"surface":[36,64,101,109,174],"energy":[37,175],"balance":[38,176],"algorithm":[39],"for":[40,89,95,131,216],"land":[41,63,100,108],"(SEBAL)":[42],"mapping":[44],"at":[46],"high":[47,147],"resolution":[48],"with":[49,59,75,115],"internalized":[50],"calibration":[51],"(METRIC)":[52],"model":[53,185,191],"compare":[55],"two":[57],"models":[58,136],"vegetation":[60,162,198],"index":[61],"temperature.":[65],"image":[67],"was":[68],"processed":[69],"ArcGIS":[71],"MATLAB":[73],"software":[74],"toolbox":[77],"LandMOD":[78],"ET":[79,106,124,150,181,208],"mapper.":[80],"area":[82,144,165],"average":[83,99],"about":[86],"2.21":[87],"mm/d":[88,94],"METRIC":[91,135,190],"model,":[92],"2.6":[93],"SEBAL":[96,133,184],"temperature":[102,110],"324.3":[104],"K.":[105],"are":[111],"highly":[112,140],"inverse":[113],"correlated,":[114],"an":[116],"R":[117,194],"2":[118,195],"=":[119],"0.8.":[120],"value":[122,148],"ranges":[125],"from":[126,152,172,182],"0.05":[127],"8":[129,155],"mm":[130],"both":[132],"during":[137],"2019/07/07.":[138],"Both":[139],"elevated":[141],"agricultural":[143],"shows":[145],"a":[146],"ranging":[151],"5":[153],"mm/d.":[156],"In":[157],"addition,":[158],"normalized":[160],"differential":[161],"index,":[163,166],"leaf":[164],"emissivity":[168],"were":[169],"also":[170],"calculated":[171],"equation.":[177],"estimation":[179],"better":[187,217],"than":[188],"based":[192],"different":[197],"indices.":[199],"importance":[201],"work":[204],"explain":[210],"impact":[212],"environmental":[214],"effects":[215],"planning":[218],"water":[220],"resource":[221],"development.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-07-02T00:00:00"}
