{"id":"https://openalex.org/W3025676872","doi":"https://doi.org/10.3390/e22050547","title":"Reference Evapotranspiration Modeling Using New Heuristic Methods","display_name":"Reference Evapotranspiration Modeling Using New Heuristic Methods","publication_year":2020,"publication_date":"2020-05-13","ids":{"openalex":"https://openalex.org/W3025676872","doi":"https://doi.org/10.3390/e22050547","mag":"3025676872","pmid":"https://pubmed.ncbi.nlm.nih.gov/33286320"},"language":"en","primary_location":{"id":"doi:10.3390/e22050547","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22050547","pdf_url":"https://www.mdpi.com/1099-4300/22/5/547/pdf?version=1590655651","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","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/1099-4300/22/5/547/pdf?version=1590655651","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108123139","display_name":"Rana Muhammad Adnan","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210099662","display_name":"State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering","ror":"https://ror.org/012wsxz85","country_code":"CN","type":"facility","lineage":["https://openalex.org/I163340411","https://openalex.org/I4210099662","https://openalex.org/I4210111986","https://openalex.org/I4210120069","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rana Muhammad Adnan","raw_affiliation_strings":["College of Hydrology and Water Resources, State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, China"],"raw_orcid":"https://orcid.org/0000-0002-2650-8123","affiliations":[{"raw_affiliation_string":"College of Hydrology and Water Resources, State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, China","institution_ids":["https://openalex.org/I4210099662","https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081035598","display_name":"Zhihuan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhihuan Chen","raw_affiliation_strings":["School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610021","display_name":"Xiaohui Yuan","orcid":"https://orcid.org/0000-0002-0939-2704"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohui Yuan","raw_affiliation_strings":["Hubei Provincial Key Laboratory for Operation and Control of Cascaded Hydropower Station, China Three Gorges University, Yichang 443002, China","School of Hydropower and Information Engineering, Huazhong University of Science &amp; Technology, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Provincial Key Laboratory for Operation and Control of Cascaded Hydropower Station, China Three Gorges University, Yichang 443002, China","institution_ids":["https://openalex.org/I161350542"]},{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science &amp; Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075190563","display_name":"\u00d6zg\u00fcr Ki\u015fi","orcid":"https://orcid.org/0000-0001-7847-5872"},"institutions":[{"id":"https://openalex.org/I183003952","display_name":"Ilia State University","ror":"https://ror.org/051qn8h41","country_code":"GE","type":"education","lineage":["https://openalex.org/I183003952"]}],"countries":["GE"],"is_corresponding":false,"raw_author_name":"Ozgur Kisi","raw_affiliation_strings":["Department of Civil Engineering, School of Technology, Ilia State University, 0162 Tbilisi, Georgia"],"raw_orcid":"https://orcid.org/0000-0001-7847-5872","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, School of Technology, Ilia State University, 0162 Tbilisi, Georgia","institution_ids":["https://openalex.org/I183003952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008179908","display_name":"Ahmed El\u2010Shafie","orcid":"https://orcid.org/0000-0001-5018-8505"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmed El-Shafie","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, University Malaya, Kuala Lumpur 50603, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5018-8505","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, University Malaya, Kuala Lumpur 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004596965","display_name":"Alban Kuriqi","orcid":"https://orcid.org/0000-0001-7464-8377"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alban Kuriqi","raw_affiliation_strings":["CERIS\u2014Civil Engineering Research and Innovation for Sustainability, Instituto Superior T\u00e9cnico\u2014Universidade de Lisboa, 1049-001 Lisboa, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7464-8377","affiliations":[{"raw_affiliation_string":"CERIS\u2014Civil Engineering Research and Innovation for Sustainability, Instituto Superior T\u00e9cnico\u2014Universidade de Lisboa, 1049-001 Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":null,"display_name":"Misbah Ikram","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210099662","display_name":"State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering","ror":"https://ror.org/012wsxz85","country_code":"CN","type":"facility","lineage":["https://openalex.org/I163340411","https://openalex.org/I4210099662","https://openalex.org/I4210111986","https://openalex.org/I4210120069","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I61623833","display_name":"University of Agriculture Faisalabad","ror":"https://ror.org/054d77k59","country_code":"PK","type":"education","lineage":["https://openalex.org/I61623833"]}],"countries":["CN","PK"],"is_corresponding":false,"raw_author_name":"Misbah Ikram","raw_affiliation_strings":["College of Hydrology and Water Resources, State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, China","Department of Irrigation and Drainage, University of Agriculture, Faisalabad 38000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Hydrology and Water Resources, State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, China","institution_ids":["https://openalex.org/I4210099662","https://openalex.org/I163340411"]},{"raw_affiliation_string":"Department of Irrigation and Drainage, University of Agriculture, Faisalabad 38000, Pakistan","institution_ids":["https://openalex.org/I61623833"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5081035598","https://openalex.org/A5100610021"],"corresponding_institution_ids":["https://openalex.org/I161350542","https://openalex.org/I43922553","https://openalex.org/I47720641"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":3.3872,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.93169899,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"547","last_page":"547"},"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":0.9979000091552734,"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":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.6622625589370728},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6188784837722778},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5189704298973083},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4242191016674042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4096483290195465},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3747185468673706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35855725407600403},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3508949875831604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2345324456691742},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08318537473678589}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.6622625589370728},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6188784837722778},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5189704298973083},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4242191016674042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4096483290195465},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3747185468673706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35855725407600403},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3508949875831604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2345324456691742},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08318537473678589},{"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/e22050547","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22050547","pdf_url":"https://www.mdpi.com/1099-4300/22/5/547/pdf?version=1590655651","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmid:33286320","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33286320","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":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:5c70ad392029422a92cfd7852c0d8f3e","is_oa":true,"landing_page_url":"https://doaj.org/article/5c70ad392029422a92cfd7852c0d8f3e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 22, Iss 5, p 547 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/22/5/547/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e22050547","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":"Entropy","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7517042","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7517042","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e22050547","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22050547","pdf_url":"https://www.mdpi.com/1099-4300/22/5/547/pdf?version=1590655651","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3025676872.pdf","grobid_xml":"https://content.openalex.org/works/W3025676872.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W588468042","https://openalex.org/W836867855","https://openalex.org/W1109078837","https://openalex.org/W1486803846","https://openalex.org/W1487923163","https://openalex.org/W1975827138","https://openalex.org/W1978128908","https://openalex.org/W1993752546","https://openalex.org/W1996580130","https://openalex.org/W1997175741","https://openalex.org/W2007495462","https://openalex.org/W2032734256","https://openalex.org/W2038578397","https://openalex.org/W2041243118","https://openalex.org/W2043360138","https://openalex.org/W2061309384","https://openalex.org/W2072955302","https://openalex.org/W2080589721","https://openalex.org/W2082192822","https://openalex.org/W2086118649","https://openalex.org/W2086553662","https://openalex.org/W2120879667","https://openalex.org/W2139158055","https://openalex.org/W2162635690","https://openalex.org/W2205990099","https://openalex.org/W2323316069","https://openalex.org/W2550809872","https://openalex.org/W2565536624","https://openalex.org/W2574416852","https://openalex.org/W2605499195","https://openalex.org/W2741605009","https://openalex.org/W2755773393","https://openalex.org/W2759129236","https://openalex.org/W2765286064","https://openalex.org/W2768005043","https://openalex.org/W2790705499","https://openalex.org/W2791896807","https://openalex.org/W2791937529","https://openalex.org/W2795158198","https://openalex.org/W2802361912","https://openalex.org/W2804523998","https://openalex.org/W2808724894","https://openalex.org/W2810019569","https://openalex.org/W2885623073","https://openalex.org/W2887476216","https://openalex.org/W2888495088","https://openalex.org/W2910507857","https://openalex.org/W2920998881","https://openalex.org/W2942851257","https://openalex.org/W2957731227","https://openalex.org/W2964253828","https://openalex.org/W2978560988","https://openalex.org/W2979390061","https://openalex.org/W2991306453","https://openalex.org/W6628964806","https://openalex.org/W6660821717","https://openalex.org/W6745886754"],"related_works":["https://openalex.org/W2102874016","https://openalex.org/W2352756686","https://openalex.org/W2354103845","https://openalex.org/W3689139","https://openalex.org/W2080467217","https://openalex.org/W2030038391","https://openalex.org/W2329093186","https://openalex.org/W2043190763","https://openalex.org/W2240811799","https://openalex.org/W308010854"],"abstract_inverted_index":{"The":[0,37,74,135,154],"study":[1],"investigates":[2],"the":[3,22,40,46,72,78,97,99,109,130,158,169,184,187,191],"potential":[4],"of":[5,39,54,77,116,157,186,193],"two":[6],"new":[7,41],"machine":[8],"learning":[9],"methods,":[10],"least-square":[11],"support":[12],"vector":[13],"regression":[14],"with":[15,45],"a":[16,124],"gravitational":[17],"search":[18],"algorithm":[19],"(LSSVR-GSA)":[20],"and":[21,57,92,111,132,175],"dynamic":[23],"evolving":[24],"neural-fuzzy":[25],"inference":[26],"system":[27],"(DENFIS),":[28],"for":[29,150],"modeling":[30],"reference":[31],"evapotranspiration":[32],"(ETo)":[33],"using":[34,145],"limited":[35],"data.":[36],"results":[38,136],"methods":[42,189],"are":[43,67],"compared":[44],"M5":[47],"model":[48],"tree":[49],"(M5RT)":[50],"approach.":[51],"Previous":[52],"values":[53],"temperature":[55,100,174],"data":[56],"extraterrestrial":[58,102,147,176],"radiation":[59,148,177],"information":[60,149,167],"obtained":[61,144],"from":[62],"three":[63,83,152],"stations,":[64],"in":[65,114,121,168,190],"China,":[66],"used":[68],"as":[69],"inputs":[70,178],"to":[71,96,108],"models.":[73],"estimation":[75,192],"exactness":[76],"models":[79,105,113,159],"is":[80,160],"measured":[81],"by":[82,164],"statistics:":[84],"root":[85],"mean":[86,89],"square":[87],"error,":[88,91],"absolute":[90],"determination":[93],"coefficient.":[94],"According":[95],"results,":[98],"or":[101],"radiation-based":[103],"LSSVR-GSA":[104,131],"perform":[106],"superiorly":[107],"DENFIS":[110,133],"M5RT":[112],"terms":[115],"estimating":[117],"monthly":[118,194],"ETo.":[119,195],"However,":[120],"some":[122],"cases,":[123],"slight":[125],"difference":[126],"was":[127],"found":[128],"between":[129],"methods.":[134,153],"indicate":[137],"that":[138],"better":[139],"prediction":[140,155],"accuracy":[141,156,185],"may":[142],"be":[143],"only":[146],"all":[151],"not":[161,182],"generally":[162,180],"improved":[163],"including":[165],"periodicity":[166],"inputs.":[170],"Using":[171],"optimum":[172],"air":[173],"together":[179],"does":[181],"increase":[183],"applied":[188]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
