{"id":"https://openalex.org/W2943069943","doi":"https://doi.org/10.1145/3310986.3310987","title":"Evaluation of the reference evapotranspiration for a greenhouse crop using an Adaptive-Network-Based Fuzzy Inference System (ANFIS)","display_name":"Evaluation of the reference evapotranspiration for a greenhouse crop using an Adaptive-Network-Based Fuzzy Inference System (ANFIS)","publication_year":2019,"publication_date":"2019-01-25","ids":{"openalex":"https://openalex.org/W2943069943","doi":"https://doi.org/10.1145/3310986.3310987","mag":"2943069943"},"language":"en","primary_location":{"id":"doi:10.1145/3310986.3310987","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3310986.3310987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Machine Learning and Soft Computing","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/A5108137684","display_name":"Jean-Fran\u00e7ois Balmat","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/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210095810","display_name":"Laboratoire Analyse et Mod\u00e9lisation pour la Biologie et l'Environnement","ror":"https://ror.org/00wwxk695","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210095810","https://openalex.org/I4210128300","https://openalex.org/I4210142324","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Fran\u00e7ois Balmat","raw_affiliation_strings":["CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","Contr\u00f4le et Diagnostic pour l\u2019Environnement","Laboratoire d'Informatique et Syst\u00e8mes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"Contr\u00f4le et Diagnostic pour l\u2019Environnement","institution_ids":["https://openalex.org/I4210095810"]},{"raw_affiliation_string":"Laboratoire d'Informatique et Syst\u00e8mes","institution_ids":["https://openalex.org/I4210114274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108137484","display_name":"Fr\u00e9d\u00e9ric Lafont","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/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210095810","display_name":"Laboratoire Analyse et Mod\u00e9lisation pour la Biologie et l'Environnement","ror":"https://ror.org/00wwxk695","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210095810","https://openalex.org/I4210128300","https://openalex.org/I4210142324","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Lafont","raw_affiliation_strings":["CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","Contr\u00f4le et Diagnostic pour l\u2019Environnement","Laboratoire d'Informatique et Syst\u00e8mes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"Contr\u00f4le et Diagnostic pour l\u2019Environnement","institution_ids":["https://openalex.org/I4210095810"]},{"raw_affiliation_string":"Laboratoire d'Informatique et Syst\u00e8mes","institution_ids":["https://openalex.org/I4210114274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110148819","display_name":"Abdouramane Moussa Ali","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/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210095810","display_name":"Laboratoire Analyse et Mod\u00e9lisation pour la Biologie et l'Environnement","ror":"https://ror.org/00wwxk695","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210095810","https://openalex.org/I4210128300","https://openalex.org/I4210142324","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdouramane Moussa Ali","raw_affiliation_strings":["CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","Contr\u00f4le et Diagnostic pour l\u2019Environnement","Laboratoire d'Informatique et Syst\u00e8mes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"Contr\u00f4le et Diagnostic pour l\u2019Environnement","institution_ids":["https://openalex.org/I4210095810"]},{"raw_affiliation_string":"Laboratoire d'Informatique et Syst\u00e8mes","institution_ids":["https://openalex.org/I4210114274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003687674","display_name":"Nathalie Pessel","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/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210095810","display_name":"Laboratoire Analyse et Mod\u00e9lisation pour la Biologie et l'Environnement","ror":"https://ror.org/00wwxk695","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210095810","https://openalex.org/I4210128300","https://openalex.org/I4210142324","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nathalie Pessel","raw_affiliation_strings":["CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","Contr\u00f4le et Diagnostic pour l\u2019Environnement","Laboratoire d'Informatique et Syst\u00e8mes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, LIS UMR, Aix Marseille Universit\u00e9, Universit\u00e9 de Toulon, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"Contr\u00f4le et Diagnostic pour l\u2019Environnement","institution_ids":["https://openalex.org/I4210095810"]},{"raw_affiliation_string":"Laboratoire d'Informatique et Syst\u00e8mes","institution_ids":["https://openalex.org/I4210114274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101621444","display_name":"Julio C. Ramos Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-7329-5263"},"institutions":[{"id":"https://openalex.org/I4210095198","display_name":"Universidad Polit\u00e9cnica de Pachuca","ror":"https://ror.org/00r63rv29","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210095198"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Julio C\u00e9sar Ramos Fern\u00e1ndez","raw_affiliation_strings":["Laboratorio Nacional en Veh\u00edculos Aut\u00f3nomos y Exoesqueletos, Universidad polit\u00e9cnina de Pachuca, Mexico","Universidad polit\u00e9cnica de pachuca"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio Nacional en Veh\u00edculos Aut\u00f3nomos y Exoesqueletos, Universidad polit\u00e9cnina de Pachuca, Mexico","institution_ids":["https://openalex.org/I4210095198"]},{"raw_affiliation_string":"Universidad polit\u00e9cnica de pachuca","institution_ids":["https://openalex.org/I4210095198"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8689,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91178324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"203","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9998000264167786,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9911999702453613,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.9491180181503296},{"id":"https://openalex.org/keywords/greenhouse","display_name":"Greenhouse","score":0.7715108394622803},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.7378053069114685},{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.6679273843765259},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5130661725997925},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48759666085243225},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.47761720418930054},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.4493083953857422},{"id":"https://openalex.org/keywords/inference-system","display_name":"Inference system","score":0.4394461512565613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3792310953140259},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36192619800567627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31493914127349854},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.28141623735427856},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1593513786792755},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.14230972528457642},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.11669233441352844}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.9491180181503296},{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.7715108394622803},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.7378053069114685},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.6679273843765259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5130661725997925},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48759666085243225},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.47761720418930054},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.4493083953857422},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.4394461512565613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3792310953140259},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36192619800567627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31493914127349854},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.28141623735427856},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1593513786792755},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.14230972528457642},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.11669233441352844},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3310986.3310987","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3310986.3310987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Machine Learning and Soft Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1487923163","https://openalex.org/W1969065879","https://openalex.org/W2019207321","https://openalex.org/W2047326768","https://openalex.org/W2065972277","https://openalex.org/W2150483639","https://openalex.org/W2556248332","https://openalex.org/W2755773393","https://openalex.org/W2801985686","https://openalex.org/W2908943595","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4319296131","https://openalex.org/W2181415496","https://openalex.org/W2389800468","https://openalex.org/W3144388600","https://openalex.org/W2741640651","https://openalex.org/W2392430664","https://openalex.org/W2350818295","https://openalex.org/W1848737848","https://openalex.org/W4322732584","https://openalex.org/W2120941411"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,6,35],"evaluation":[4],"of":[5],"reference":[7],"crop":[8],"evapotranspiration":[9],"(ETo)":[10],"in":[11],"a":[12,26,44],"greenhouse":[13,45],"is":[14],"studied.":[15],"Based":[16],"upon":[17],"an":[18],"Adaptive-Network-Based":[19],"Fuzzy":[20],"Inference":[21],"System":[22],"(ANFIS),":[23],"we":[24],"proposed":[25],"methodology":[27],"to":[28],"estimate":[29],"ETo":[30],"using":[31],"less":[32],"information":[33],"than":[34],"classical":[36],"methods.":[37],"The":[38],"results":[39],"obtained":[40],"are":[41],"presented":[42],"for":[43],"with":[46],"real":[47],"data.":[48]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
