{"id":"https://openalex.org/W2201197037","doi":"https://doi.org/10.1061/(asce)ir.1943-4774.0000949","title":"Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm","display_name":"Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm","publication_year":2015,"publication_date":"2015-09-18","ids":{"openalex":"https://openalex.org/W2201197037","doi":"https://doi.org/10.1061/(asce)ir.1943-4774.0000949","mag":"2201197037"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)ir.1943-4774.0000949","doi":"https://doi.org/10.1061/(asce)ir.1943-4774.0000949","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)ir.1943-4774.0000949","pdf_url":null,"source":{"id":"https://openalex.org/S196009193","display_name":"Journal of Irrigation and Drainage Engineering","issn_l":"0733-9437","issn":["0733-9437","1943-4774"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Irrigation and Drainage Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tees.ac.uk/en/publications/2ef0e53b-e968-49b3-8ca9-5e0a4d935b03","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111972280","display_name":"Shahaboddin Shamshirband","orcid":"https://orcid.org/0000-0002-6605-498X","observed_orcids":["https://orcid.org/0000-0002-6605-498X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shahaboddin Shamshirband","raw_affiliation_strings":["Dept. of Computer System and Technology, Faculty of Computer Science and Information Technology, 50603 Kuala Lumpur, Malaysia (corresponding author)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer System and Technology, Faculty of Computer Science and Information Technology, 50603 Kuala Lumpur, Malaysia (corresponding author)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001383936","display_name":"Mohsen Amirmojahedi","orcid":"https://orcid.org/0000-0001-9661-4821","observed_orcids":["https://orcid.org/0000-0001-9661-4821"]},"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":"Mohsen Amirmojahedi","raw_affiliation_strings":["Dept. of Civil Engineering, Faculty of Engineering, Univ. of Malaya, 50603 Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Civil Engineering, Faculty of Engineering, Univ. of Malaya, 50603 Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055674944","display_name":"Milan Goci\u0107","orcid":"https://orcid.org/0000-0001-8398-6570","observed_orcids":["https://orcid.org/0000-0001-8398-6570"]},"institutions":[{"id":"https://openalex.org/I152518017","display_name":"University of Nis","ror":"https://ror.org/00965bg92","country_code":"RS","type":"education","lineage":["https://openalex.org/I152518017"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milan Goci\u0107","raw_affiliation_strings":["Faculty of Civil Engineering and Architecture, Univ. of Ni\u0161, Aleksandra Medvedeva 14, 18000 Ni\u0161, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering and Architecture, Univ. of Ni\u0161, Aleksandra Medvedeva 14, 18000 Ni\u0161, Serbia","institution_ids":["https://openalex.org/I152518017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054453620","display_name":"Shatirah Akib","orcid":"https://orcid.org/0000-0002-6538-0716","observed_orcids":["https://orcid.org/0000-0002-6538-0716"]},"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":"Shatirah Akib","raw_affiliation_strings":["Dept. of Civil Engineering, Faculty of Engineering, Univ. of Malaya, 50603 Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Civil Engineering, Faculty of Engineering, Univ. of Malaya, 50603 Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076204864","display_name":"Dalibor Petkovi\u0107","orcid":"https://orcid.org/0000-0003-1680-1163","observed_orcids":["https://orcid.org/0000-0003-1680-1163"]},"institutions":[{"id":"https://openalex.org/I152518017","display_name":"University of Nis","ror":"https://ror.org/00965bg92","country_code":"RS","type":"education","lineage":["https://openalex.org/I152518017"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dalibor Petkovi\u0107","raw_affiliation_strings":["Faculty of Mechanical Engineering, Dept. for Mechatronics and Control, Univ. of Ni\u0161, Aleksandra Medvedeva 14, 18000 Ni\u0161, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, Dept. for Mechatronics and Control, Univ. of Ni\u0161, Aleksandra Medvedeva 14, 18000 Ni\u0161, Serbia","institution_ids":["https://openalex.org/I152518017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063265064","display_name":"Jamshid Piri","orcid":"https://orcid.org/0000-0002-3732-6288","observed_orcids":["https://orcid.org/0000-0002-3732-6288"]},"institutions":[{"id":"https://openalex.org/I112450260","display_name":"Zabol University","ror":"https://ror.org/03d9mz263","country_code":"IR","type":"education","lineage":["https://openalex.org/I112450260"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Jamshid Piri","raw_affiliation_strings":["Dept. of Soil and Water, Faculty of Irrigation and Drainage, Univ. of Zabol, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Soil and Water, Faculty of Irrigation and Drainage, Univ. of Zabol, Iran","institution_ids":["https://openalex.org/I112450260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009909319","display_name":"Slavi\u0161a Trajkovi\u0107","orcid":"https://orcid.org/0000-0001-8294-1047","observed_orcids":["https://orcid.org/0000-0001-8294-1047"]},"institutions":[{"id":"https://openalex.org/I152518017","display_name":"University of Nis","ror":"https://ror.org/00965bg92","country_code":"RS","type":"education","lineage":["https://openalex.org/I152518017"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Slavisa Trajkovic","raw_affiliation_strings":["Faculty of Civil Engineering and Architecture, Univ. of Ni\u0161, Aleksandra Medvedeva 14, 18000 Ni\u0161, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering and Architecture, Univ. of Ni\u0161, Aleksandra Medvedeva 14, 18000 Ni\u0161, Serbia","institution_ids":["https://openalex.org/I152518017"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111972280"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.345,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.85442767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"142","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9531000256538391,"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"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11186","display_name":"Hydrology and Drought Analysis","score":0.042399998754262924,"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":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reference-evapotranspiration","display_name":"reference evapotranspiration","score":0.9980000257492065},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6449999809265137},{"id":"https://openalex.org/keywords/cuckoo-search-algorithm","display_name":"cuckoo search algorithm","score":0.9309999942779541},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.9900000095367432},{"id":"https://openalex.org/keywords/hargreaves-equation","display_name":"Hargreaves equation","score":0.847000002861023},{"id":"https://openalex.org/keywords/priestley-taylor-model","display_name":"Priestley-Taylor method","score":0.9850000143051147},{"id":"https://openalex.org/keywords/soft-computing","display_name":"soft computing","score":0.5149999856948853},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.6309999823570251},{"id":"https://openalex.org/keywords/serbia","display_name":"Serbia","score":0.36899998784065247}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.847675085067749},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.822826623916626},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.676490068435669},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5931904911994934},{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.5507541298866272},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5360517501831055},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.4610890746116638},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.45976346731185913},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.44487494230270386},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.43457168340682983},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41142261028289795},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2654276490211487},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.23496368527412415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23183581233024597},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.15956813097000122},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.14077195525169373},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1061/(asce)ir.1943-4774.0000949","doi":"https://doi.org/10.1061/(asce)ir.1943-4774.0000949","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)ir.1943-4774.0000949","pdf_url":null,"source":{"id":"https://openalex.org/S196009193","display_name":"Journal of Irrigation and Drainage Engineering","issn_l":"0733-9437","issn":["0733-9437","1943-4774"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Irrigation and Drainage Engineering","raw_type":"journal-article"},{"id":"pmh:oai:https://research.tees.ac.uk/ws/oai:openaire/2ef0e53b-e968-49b3-8ca9-5e0a4d935b03","doi":null,"is_oa":true,"landing_page_url":"https://research.tees.ac.uk/en/publications/2ef0e53b-e968-49b3-8ca9-5e0a4d935b03","pdf_url":null,"source":{"id":"https://openalex.org/S4306402475","display_name":"Teesside University Research Portal (Teesside University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I874055015","host_organization_name":"Teesside University","host_organization_lineage":["https://openalex.org/I874055015"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Shamshirband, S, Amirmojahedi, M, Goci\u0107, M, Akib, S, Petkovi\u0107, D, Piri, J & Trajkovic, S 2015, 'Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm', Journal of Irrigation and Drainage Engineering - ASCE, pp. -. https://doi.org/10.1061/(ASCE)IR.1943-4774.0000949","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:irep.ntu.ac.uk:37398","doi":null,"is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/37398/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:tees.openrepository.com:10149/621103","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10149/621103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:https://research.tees.ac.uk/ws/oai:openaire/2ef0e53b-e968-49b3-8ca9-5e0a4d935b03","doi":null,"is_oa":true,"landing_page_url":"https://research.tees.ac.uk/en/publications/2ef0e53b-e968-49b3-8ca9-5e0a4d935b03","pdf_url":null,"source":{"id":"https://openalex.org/S4306402475","display_name":"Teesside University Research Portal (Teesside University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I874055015","host_organization_name":"Teesside University","host_organization_lineage":["https://openalex.org/I874055015"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Shamshirband, S, Amirmojahedi, M, Goci\u0107, M, Akib, S, Petkovi\u0107, D, Piri, J & Trajkovic, S 2015, 'Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm', Journal of Irrigation and Drainage Engineering - ASCE, pp. -. https://doi.org/10.1061/(ASCE)IR.1943-4774.0000949","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1490556679","https://openalex.org/W1524892475","https://openalex.org/W1964816733","https://openalex.org/W1967834048","https://openalex.org/W1970204203","https://openalex.org/W1972761989","https://openalex.org/W1974182808","https://openalex.org/W1976744965","https://openalex.org/W1978423299","https://openalex.org/W1984457886","https://openalex.org/W1988984080","https://openalex.org/W2000135657","https://openalex.org/W2000621522","https://openalex.org/W2002850227","https://openalex.org/W2010779124","https://openalex.org/W2011721019","https://openalex.org/W2019207321","https://openalex.org/W2032495377","https://openalex.org/W2046611948","https://openalex.org/W2047445539","https://openalex.org/W2050962148","https://openalex.org/W2055107850","https://openalex.org/W2070427882","https://openalex.org/W2073587500","https://openalex.org/W2075475943","https://openalex.org/W2085731133","https://openalex.org/W2089342818","https://openalex.org/W2089668000","https://openalex.org/W2103414828","https://openalex.org/W2112444826","https://openalex.org/W2122308227","https://openalex.org/W2126527218","https://openalex.org/W2134524598","https://openalex.org/W2143286038","https://openalex.org/W2172396214","https://openalex.org/W2315607849","https://openalex.org/W2322268344","https://openalex.org/W2323316069","https://openalex.org/W2963618366","https://openalex.org/W4233524479"],"related_works":["https://openalex.org/W3030428089","https://openalex.org/W4402189276","https://openalex.org/W2307013542","https://openalex.org/W2073587500","https://openalex.org/W2315607849","https://openalex.org/W2594797697","https://openalex.org/W4391982480","https://openalex.org/W7219222025","https://openalex.org/W1969763679","https://openalex.org/W2559206321"],"abstract_inverted_index":{"The":[0,31,114,138,169,180,192],"ability":[1],"to":[2,69],"optimize":[3],"an":[4],"artificial":[5],"neural":[6],"network":[7],"(ANN)":[8],"and":[9,38,47,97,136,154,156,195,206],"adaptive":[10],"neuro-fuzzy":[11],"inference":[12],"system":[13],"(ANFIS)":[14],"in":[15,28,59],"reference":[16,76],"evapotranspiration":[17],"(ET0)":[18],"estimation":[19,128],"using":[20],"the":[21,62,70,75,79,89,108,111,119,146,163,177,188,201],"cuckoo":[22],"search":[23],"algorithm":[24],"(CSA)":[25],"is":[26],"studied":[27],"this":[29],"paper.":[30],"monthly":[32],"series":[33],"of":[34,52,99,110,148,172],"climatic":[35],"data":[36],"(minimum":[37],"maximum":[39],"air":[40],"temperatures,":[41],"actual":[42],"vapor":[43],"pressure,":[44],"sunshine":[45],"hours,":[46],"wind":[48],"speed":[49],"at":[50],"height":[51],"2.0":[53],"m)":[54],"from":[55],"twelve":[56],"meteorological":[57],"stations":[58],"Serbia":[60],"during":[61],"period":[63],"1983\u20132010":[64],"were":[65,102,143],"used":[66,103,125],"as":[67,88,104],"inputs":[68],"soft":[71,140],"computing":[72,141],"models.":[73],"As":[74],"ET0":[77,127],"equation,":[78],"FAO-56":[80],"Penman-Monteith":[81],"equation":[82],"was":[83],"selected.":[84],"Statistical":[85],"indicators":[86],"such":[87],"root-mean-square":[90],"error":[91,95],"(RMSE),":[92],"mean":[93],"absolute":[94],"(MAE),":[96],"coefficient":[98],"determination":[100],"(R2)":[101],"comparing":[105],"criteria":[106],"for":[107,126],"evaluation":[109],"models\u2019":[112],"performances.":[113],"obtained":[115],"results":[116,147],"show":[117],"that":[118],"proposed":[120],"ANFIS+CSA":[121,196],"model":[122,184],"can":[123],"be":[124],"with":[129,145],"high":[130],"reliability":[131],"(RMSE=0.2650":[132],"mm":[133,167,174],"day\u22121,":[134],"MAE=0.1843":[135],"R2=0.9695).":[137],"selected":[139],"models":[142,151],"compared":[144],"two":[149,202],"empirical":[150,204],"(adjusted":[152],"Hargreaves":[153,183],"Priestley-Taylor)":[155],"their":[157,207],"calibrated":[158,181,189,208],"versions.":[159,209],"Priestley-Taylor":[160,190],"method":[161],"had":[162,197],"highest":[164],"RMSE":[165,171],"(0.5420":[166],"day\u22121).":[168],"lowest":[170],"0.1883":[173],"day\u22121":[175],"has":[176],"ANN":[178],"model.":[179,191],"adjusted":[182],"performs":[185],"better":[186,198],"than":[187,200],"ANN+CSA,":[193],"ANFIS,":[194],"characteristics":[199],"estimated":[203],"equations":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-06-24T00:00:00"}
