{"id":"https://openalex.org/W2114621791","doi":"https://doi.org/10.3390/rs70505951","title":"Impact of Sowing Date on Yield and Water Use Efficiency of Wheat Analyzed through Spatial Modeling and FORMOSAT-2 Images","display_name":"Impact of Sowing Date on Yield and Water Use Efficiency of Wheat Analyzed through Spatial Modeling and FORMOSAT-2 Images","publication_year":2015,"publication_date":"2015-05-13","ids":{"openalex":"https://openalex.org/W2114621791","doi":"https://doi.org/10.3390/rs70505951","mag":"2114621791"},"language":"en","primary_location":{"id":"doi:10.3390/rs70505951","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70505951","pdf_url":"https://www.mdpi.com/2072-4292/7/5/5951/pdf?version=1431526080","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/2072-4292/7/5/5951/pdf?version=1431526080","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110050913","display_name":"B. Duchemin","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Duchemin","raw_affiliation_strings":["CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France"],"affiliations":[{"raw_affiliation_string":"CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002429651","display_name":"R\u00e9my Fieuzal","orcid":"https://orcid.org/0000-0001-7524-7807"},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"R\u00e9my Fieuzal","raw_affiliation_strings":["CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France"],"affiliations":[{"raw_affiliation_string":"CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104221765","display_name":"Miguel Rivera","orcid":null},"institutions":[{"id":"https://openalex.org/I36020712","display_name":"Sonora Institute of Technology","ror":"https://ror.org/01v10fv91","country_code":"MX","type":"education","lineage":["https://openalex.org/I36020712"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Miguel Rivera","raw_affiliation_strings":["ITSON, Departamento de Cienciasdel Agua y del Medio Ambiente, 5 de Febrero 818 Sur,  Cd. Obreg\u00f3n, Sonora 85000, Mexico"],"affiliations":[{"raw_affiliation_string":"ITSON, Departamento de Cienciasdel Agua y del Medio Ambiente, 5 de Febrero 818 Sur,  Cd. Obreg\u00f3n, Sonora 85000, Mexico","institution_ids":["https://openalex.org/I36020712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012242287","display_name":"Jamal Ezzahar","orcid":"https://orcid.org/0000-0001-8790-6507"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jamal Ezzahar","raw_affiliation_strings":["Facult\u00e9 des Sciences Semlalia, Boulevard Prince My Abdellah, B.P. 2390, 40000 Marrakech, Maroc"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 des Sciences Semlalia, Boulevard Prince My Abdellah, B.P. 2390, 40000 Marrakech, Maroc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019685499","display_name":"Lionel Jarlan","orcid":"https://orcid.org/0000-0002-6542-5793"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lionel Jarlan","raw_affiliation_strings":["CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France"],"affiliations":[{"raw_affiliation_string":"CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012252679","display_name":"Julio C. Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-9143-9198"},"institutions":[{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Julio Rodriguez","raw_affiliation_strings":["UNISON, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo, Sonora 83000, Mexico"],"affiliations":[{"raw_affiliation_string":"UNISON, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo, Sonora 83000, Mexico","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058507841","display_name":"Olivier Hagolle","orcid":"https://orcid.org/0000-0003-2358-0493"},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Hagolle","raw_affiliation_strings":["CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France"],"affiliations":[{"raw_affiliation_string":"CESBIO\u2014UMR CNRS-CNES-IRD-UPS, 18 Av. EdouardBelin, BPI 280, Toulouse Cedex 9, France","institution_ids":["https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042630716","display_name":"Christopher Watts","orcid":"https://orcid.org/0000-0002-0861-9815"},"institutions":[{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Christopher Watts","raw_affiliation_strings":["UNISON, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo, Sonora 83000, Mexico"],"affiliations":[{"raw_affiliation_string":"UNISON, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo, Sonora 83000, Mexico","institution_ids":["https://openalex.org/I4061448"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002429651"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I4210100083","https://openalex.org/I4210166444"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.5842,"has_fulltext":true,"cited_by_count":67,"citation_normalized_percentile":{"value":0.92493842,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":"5","first_page":"5951","last_page":"5979"},"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":0.9997000098228455,"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":0.9997000098228455,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9995999932289124,"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil 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/evapotranspiration","display_name":"Evapotranspiration","score":0.8239336609840393},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7664943933486938},{"id":"https://openalex.org/keywords/water-use-efficiency","display_name":"Water-use efficiency","score":0.7138897776603699},{"id":"https://openalex.org/keywords/sowing","display_name":"Sowing","score":0.6069387793540955},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.6020880937576294},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.5864731073379517},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5586674809455872},{"id":"https://openalex.org/keywords/growing-season","display_name":"Growing season","score":0.5563828349113464},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.5515642762184143},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.5177275538444519},{"id":"https://openalex.org/keywords/crop-coefficient","display_name":"Crop coefficient","score":0.5166726112365723},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.5084601640701294},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.4103618562221527},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.15009146928787231},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06489342451095581},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0589388906955719}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.8239336609840393},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7664943933486938},{"id":"https://openalex.org/C2776325102","wikidata":"https://www.wikidata.org/wiki/Q2551340","display_name":"Water-use efficiency","level":3,"score":0.7138897776603699},{"id":"https://openalex.org/C168741863","wikidata":"https://www.wikidata.org/wiki/Q777671","display_name":"Sowing","level":2,"score":0.6069387793540955},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.6020880937576294},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.5864731073379517},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5586674809455872},{"id":"https://openalex.org/C137660486","wikidata":"https://www.wikidata.org/wiki/Q732240","display_name":"Growing season","level":2,"score":0.5563828349113464},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.5515642762184143},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.5177275538444519},{"id":"https://openalex.org/C72551326","wikidata":"https://www.wikidata.org/wiki/Q5187947","display_name":"Crop coefficient","level":3,"score":0.5166726112365723},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5084601640701294},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.4103618562221527},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.15009146928787231},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06489342451095581},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0589388906955719},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","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/rs70505951","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70505951","pdf_url":"https://www.mdpi.com/2072-4292/7/5/5951/pdf?version=1431526080","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:HAL:hal-04774330v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04774330","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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, 2015, 7 (5), pp.5951-5979. ⟨10.3390/rs70505951⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:eec8bf50d00946d7b45434321186a89e","is_oa":true,"landing_page_url":"https://doaj.org/article/eec8bf50d00946d7b45434321186a89e","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 7, Iss 5, Pp 5951-5979 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/5/5951/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs70505951","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 7; Issue 5; Pages: 5951-5979","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs70505951","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70505951","pdf_url":"https://www.mdpi.com/2072-4292/7/5/5951/pdf?version=1431526080","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":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313932","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"},{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320324517","display_name":"National Space Organization","ror":"https://ror.org/03dcxwy38"},{"id":"https://openalex.org/F4320326407","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34"},{"id":"https://openalex.org/F4320330837","display_name":"Instituto Tecnol\u00f3gico de Sonora","ror":"https://ror.org/01v10fv91"},{"id":"https://openalex.org/F4320334928","display_name":"Institut national des sciences de l'Univers","ror":"https://ror.org/04kdfz702"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2114621791.pdf","grobid_xml":"https://content.openalex.org/works/W2114621791.grobid-xml"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W391898734","https://openalex.org/W1487923163","https://openalex.org/W1488773259","https://openalex.org/W1592314970","https://openalex.org/W1607241334","https://openalex.org/W1829081441","https://openalex.org/W1970057318","https://openalex.org/W1971212381","https://openalex.org/W1971846506","https://openalex.org/W1977290837","https://openalex.org/W1978512790","https://openalex.org/W1979347968","https://openalex.org/W1981340432","https://openalex.org/W1981757335","https://openalex.org/W1983002255","https://openalex.org/W1998256169","https://openalex.org/W2002663007","https://openalex.org/W2002888483","https://openalex.org/W2003299437","https://openalex.org/W2006401135","https://openalex.org/W2009080236","https://openalex.org/W2010687487","https://openalex.org/W2011310800","https://openalex.org/W2012159607","https://openalex.org/W2012545255","https://openalex.org/W2013173853","https://openalex.org/W2016034639","https://openalex.org/W2017197566","https://openalex.org/W2018925810","https://openalex.org/W2021672410","https://openalex.org/W2021985782","https://openalex.org/W2022667507","https://openalex.org/W2024336598","https://openalex.org/W2026307199","https://openalex.org/W2026334613","https://openalex.org/W2028172807","https://openalex.org/W2033368458","https://openalex.org/W2036706101","https://openalex.org/W2036908963","https://openalex.org/W2037620393","https://openalex.org/W2043950171","https://openalex.org/W2044868519","https://openalex.org/W2046794721","https://openalex.org/W2051353614","https://openalex.org/W2055662569","https://openalex.org/W2060426562","https://openalex.org/W2060636533","https://openalex.org/W2064618595","https://openalex.org/W2070674351","https://openalex.org/W2078262405","https://openalex.org/W2078557491","https://openalex.org/W2080344679","https://openalex.org/W2086312382","https://openalex.org/W2094420085","https://openalex.org/W2096831088","https://openalex.org/W2098428772","https://openalex.org/W2100696276","https://openalex.org/W2105748500","https://openalex.org/W2106946668","https://openalex.org/W2112699571","https://openalex.org/W2122521952","https://openalex.org/W2124517315","https://openalex.org/W2128019565","https://openalex.org/W2131704833","https://openalex.org/W2139327030","https://openalex.org/W2143512114","https://openalex.org/W2153598078","https://openalex.org/W2159058861","https://openalex.org/W2162559349","https://openalex.org/W2164960325","https://openalex.org/W2165517042","https://openalex.org/W2167128818","https://openalex.org/W2167248655","https://openalex.org/W2168789024","https://openalex.org/W2171395380","https://openalex.org/W2179031038","https://openalex.org/W3122221524","https://openalex.org/W3203057897","https://openalex.org/W4310759864","https://openalex.org/W6613615502","https://openalex.org/W6657141373","https://openalex.org/W6847159774"],"related_works":["https://openalex.org/W4247922672","https://openalex.org/W4281393431","https://openalex.org/W2741578294","https://openalex.org/W2547596733","https://openalex.org/W4235003161","https://openalex.org/W4206471093","https://openalex.org/W2029825745","https://openalex.org/W4385226178","https://openalex.org/W2146815773","https://openalex.org/W2380792793"],"abstract_inverted_index":{"Regional":[0],"analysis":[1],"of":[2,15,28,35,50,59,81,128,151,156,196,254,262],"water":[3,223,266,292],"use":[4],"efficiency":[5],"(WUE)":[6],"is":[7,281],"a":[8,56,63,96,144,177],"relevant":[9],"method":[10,102],"for":[11,227],"diagnosing":[12],"the":[13,26,43,48,69,125,149,154,165,194,201,228,231,242,252,255],"performance":[14],"irrigation":[16],"systems":[17,280],"in":[18,47,180,221],"water-limited":[19],"environments.":[20],"In":[21,143,199],"this":[22],"study,":[23],"we":[24,147,175],"investigated":[25],"potential":[27],"FORMOSAT-2":[29,52,256],"images":[30,61,91,257],"to":[31,76,94,115,122,161,186,193,208,239,258,284],"provide":[32,259],"spatial":[33,260],"estimates":[34,261],"WUE":[36,152,234,245],"over":[37,105],"irrigated":[38,111],"wheat":[39,70,117,181],"crops":[40],"cultivated":[41],"within":[42],"semi-arid":[44],"Yaqui":[45],"Valley,":[46],"northwest":[49],"Mexico.":[51],"provided":[53,271],"us":[54,121],"with":[55,211,215],"unique":[57],"dataset":[58],"36":[60],"at":[62],"high":[64,274],"resolution":[65,278],"(8":[66],"m)":[67],"encompassing":[68],"growing":[71],"season":[72],"from":[73,88,184,206],"November":[74],"2007":[75],"May":[77],"2008.":[78],"Time":[79],"series":[80],"green":[82],"leaf":[83],"area":[84,112,167],"index":[85],"were":[86],"derived":[87],"these":[89],"satellite":[90],"and":[92,132,140,171,265,276],"used":[93],"calibrate":[95],"simple":[97],"crop/water":[98],"balance":[99],"model.":[100],"The":[101,268],"was":[103,190,225],"applied":[104],"an":[106],"8":[107,109],"\u00d7":[108],"km2":[110],"on":[113],"up":[114],"530":[116],"fields.":[118],"It":[119],"allowed":[120],"accurately":[123],"reproduce":[124],"time":[126,277],"courses":[127],"Leaf":[129],"Area":[130],"Index":[131],"dry":[133,158],"aboveground":[134,159],"biomass,":[135],"as":[136,138,153],"well":[137],"evapotranspiration":[139,203],"soil":[141],"moisture.":[142],"second":[145],"step,":[146],"analyzed":[148],"variations":[150],"ratio":[155],"accumulated":[157],"biomass":[160,182],"seasonal":[162,202],"evapotranspiration.":[163],"Despite":[164],"study":[166],"being":[168],"rather":[169],"small":[170],"homogeneous":[172],"(soil,":[173],"climate),":[174],"observed":[176],"large":[178],"range":[179],"production,":[183],"5":[185],"15":[187],"t\u00b7ha\u22121,":[188],"which":[189],"primarily":[191],"related":[192],"timing":[195],"plant":[197],"emergence.":[198],"contrast,":[200],"only":[204],"varied":[205],"350":[207],"450":[209],"mm,":[210],"no":[212],"evident":[213],"link":[214],"sowing":[216],"practices.":[217],"A":[218],"significant":[219],"gain":[220],"crop":[222,263,291],"productivity":[224],"found":[226],"fields":[229],"sown":[230,241],"earliest":[232],"(maximal":[233],"around":[235,246],"3.5":[236],"kg\u00b7m\u22123)":[237],"compared":[238],"those":[240],"latest":[243],"(minimal":[244],"1.5":[247],"kg\u00b7m\u22123).":[248],"These":[249],"results":[250],"demonstrated":[251],"value":[253],"production":[264],"consumption.":[267],"detailed":[269],"information":[270],"by":[272],"such":[273],"space":[275],"imaging":[279],"highly":[282],"valuable":[283],"identify":[285],"agricultural":[286],"practices":[287],"that":[288],"could":[289],"enlarge":[290],"productivity.":[293]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}