{"id":"https://openalex.org/W3011630091","doi":"https://doi.org/10.3390/s20061740","title":"Predicting Crop Evapotranspiration by Integrating Ground and Remote Sensors with Air Temperature Forecasts","display_name":"Predicting Crop Evapotranspiration by Integrating Ground and Remote Sensors with Air Temperature Forecasts","publication_year":2020,"publication_date":"2020-03-20","ids":{"openalex":"https://openalex.org/W3011630091","doi":"https://doi.org/10.3390/s20061740","mag":"3011630091","pmid":"https://pubmed.ncbi.nlm.nih.gov/32245028"},"language":"en","primary_location":{"id":"doi:10.3390/s20061740","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20061740","pdf_url":"https://www.mdpi.com/1424-8220/20/6/1740/pdf?version=1584885111","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/6/1740/pdf?version=1584885111","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037476996","display_name":"Anna Pelosi","orcid":"https://orcid.org/0000-0002-2306-5793"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Anna Pelosi","raw_affiliation_strings":["Department of Civil Engineering, University of Salerno, 84084 Fisciano, Italy","Interdepartmental Research Centre on the \"Earth Critical Zone\" (CRISP) of the University of Naples Federico II, 80055 Portici, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Salerno, 84084 Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Interdepartmental Research Centre on the \"Earth Critical Zone\" (CRISP) of the University of Naples Federico II, 80055 Portici, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061772292","display_name":"Paolo Villani","orcid":"https://orcid.org/0000-0002-0951-0336"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Villani","raw_affiliation_strings":["Department of Civil Engineering, University of Salerno, 84084 Fisciano, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Salerno, 84084 Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055632579","display_name":"Salvatore Falanga Bolognesi","orcid":"https://orcid.org/0000-0003-0134-2574"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salvatore Falanga Bolognesi","raw_affiliation_strings":["Ariespace s.r.l., 80143 Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Ariespace s.r.l., 80143 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058992773","display_name":"Giovanni Battista Chirico","orcid":"https://orcid.org/0000-0002-9536-4741"},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Battista Chirico","raw_affiliation_strings":["Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy","institution_ids":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079594926","display_name":"Guido D\u2019Urso","orcid":"https://orcid.org/0000-0002-0251-4668"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]},{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido D\u2019Urso","raw_affiliation_strings":["Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy","Interdepartmental Research Centre on the \"Earth Critical Zone\" (CRISP) of the University of Naples Federico II, 80055 Portici, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy","institution_ids":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]},{"raw_affiliation_string":"Interdepartmental Research Centre on the \"Earth Critical Zone\" (CRISP) of the University of Naples Federico II, 80055 Portici, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037476996"],"corresponding_institution_ids":["https://openalex.org/I131729948","https://openalex.org/I71267560"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.5387,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83275145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":"6","first_page":"1740","last_page":"1740"},"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":0.9995999932289124,"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":0.9995999932289124,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9854000210762024,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.8137105703353882},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6227340698242188},{"id":"https://openalex.org/keywords/air-temperature","display_name":"Air temperature","score":0.5045288801193237},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47517791390419006},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.41924387216567993},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.36834627389907837},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15018987655639648},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.07277390360832214},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.05938464403152466}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.8137105703353882},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6227340698242188},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.5045288801193237},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47517791390419006},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.41924387216567993},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.36834627389907837},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15018987655639648},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.07277390360832214},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05938464403152466},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s20061740","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20061740","pdf_url":"https://www.mdpi.com/1424-8220/20/6/1740/pdf?version=1584885111","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:32245028","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32245028","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:f0ac841f8ff74199a87acef2d6f8eafc","is_oa":true,"landing_page_url":"https://doaj.org/article/f0ac841f8ff74199a87acef2d6f8eafc","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":"Sensors, Vol 20, Iss 6, p 1740 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/6/1740/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20061740","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":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7146411","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7146411","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20061740","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20061740","pdf_url":"https://www.mdpi.com/1424-8220/20/6/1740/pdf?version=1584885111","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011630091.pdf","grobid_xml":"https://content.openalex.org/works/W3011630091.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1527032396","https://openalex.org/W1542005766","https://openalex.org/W1584638838","https://openalex.org/W1789155650","https://openalex.org/W1974182808","https://openalex.org/W1988348992","https://openalex.org/W1992656882","https://openalex.org/W1994423855","https://openalex.org/W2067928470","https://openalex.org/W2076524175","https://openalex.org/W2084356460","https://openalex.org/W2084690714","https://openalex.org/W2129521039","https://openalex.org/W2130544854","https://openalex.org/W2134515105","https://openalex.org/W2147975952","https://openalex.org/W2163663580","https://openalex.org/W2184537221","https://openalex.org/W2509053681","https://openalex.org/W2522676057","https://openalex.org/W2613781739","https://openalex.org/W2763740452","https://openalex.org/W2784532813","https://openalex.org/W2791719600","https://openalex.org/W2803519132","https://openalex.org/W2810559460","https://openalex.org/W2963080098","https://openalex.org/W2970830005","https://openalex.org/W2990109350","https://openalex.org/W6647442681"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2102874016","https://openalex.org/W2352756686","https://openalex.org/W2354103845","https://openalex.org/W3689139","https://openalex.org/W2080467217","https://openalex.org/W2030038391","https://openalex.org/W2329093186","https://openalex.org/W2386801860"],"abstract_inverted_index":{"Water":[0],"use":[1],"efficiency":[2],"in":[3,57,139,149],"agriculture":[4],"can":[5],"be":[6,206],"improved":[7],"by":[8,94,141],"implementing":[9],"advisory":[10,38],"systems":[11,39],"that":[12],"support":[13],"on-farm":[14],"irrigation":[15],"scheduling,":[16],"with":[17,98,110,121,157,215],"reliable":[18],"forecasts":[19,54,109],"of":[20,36,46,113,126,135,145,161,172,179,185,219],"the":[21,31,44,127,136,143,150,176,182,188],"actual":[22],"crop":[23,27,49,73],"water":[24],"requirements,":[25],"where":[26],"evapotranspiration":[28],"(ET<sub>c</sub>)":[29],"is":[30,40],"main":[32],"component.":[33],"The":[34,124,200],"development":[35],"such":[37],"highly":[41],"dependent":[42],"upon":[43],"availability":[45],"timely":[47],"updated":[48],"canopy":[50],"parameters":[51,74],"and":[52,84,101,120,164,191,196,209],"weather":[53,82,221],"several":[55,114],"days":[56],"advance,":[58],"at":[59,116,132,175],"low":[60],"operational":[61],"costs.":[62],"This":[63],"study":[64],"presents":[65],"a":[66,158,165,216],"methodology":[67,129],"for":[68],"forecasting":[69],"ET<sub>c</sub>,":[70],"based":[71],"on":[72],"retrieved":[75],"from":[76,80],"multispectral":[77,89],"images,":[78],"data":[79,144],"ground":[81],"sensors,":[83],"air":[85,107],"temperature":[86,108],"forecasts.":[87],"Crop":[88],"images":[90],"are":[91],"freely":[92],"provided":[93,214],"recent":[95],"satellite":[96],"missions,":[97],"high":[99,122],"spatial":[100],"temporal":[102],"resolutions.":[103],"Meteorological":[104],"services":[105],"broadcast":[106],"lead":[111],"times":[112],"days,":[115],"no":[117],"subscription":[118],"costs,":[119],"accuracy.":[123],"performance":[125],"proposed":[128],"was":[130],"applied":[131],"18":[133],"sites":[134],"Campania":[137],"region":[138],"Italy,":[140],"exploiting":[142],"intensive":[146],"field":[147],"campaigns":[148],"years":[151],"2014-2015.":[152],"ET<sub>c</sub>":[153],"measurements":[154],"were":[155,203],"forecast":[156,201],"median":[159,166,189],"bias":[160,190],"0.2":[162],"mm,":[163,198],"root":[167],"mean":[168],"square":[169],"error":[170],"(RMSE)":[171],"0.75":[173],"mm":[174,195],"first":[177],"day":[178,184],"forecast.":[180],"At":[181],"5<sup>th</sup>":[183],"accumulated":[186],"forecast,":[187],"RMSE":[192],"become":[193],"1":[194],"2.75":[197],"respectively.":[199],"performances":[202],"proved":[204],"to":[205],"as":[207,210,212],"accurate":[208],"precise":[211],"those":[213],"complete":[217],"set":[218],"forecasted":[220],"variables.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
