{"id":"https://openalex.org/W3119085573","doi":"https://doi.org/10.2166/ws.2020.328","title":"Calibration of seasonal transfer equation (Z\u2013R) by data of Doppler weather radar, rainfall gauging station and genetic algorithm method in the Abolabbas watershed (in southwest of Iran)","display_name":"Calibration of seasonal transfer equation (Z\u2013R) by data of Doppler weather radar, rainfall gauging station and genetic algorithm method in the Abolabbas watershed (in southwest of Iran)","publication_year":2020,"publication_date":"2020-11-19","ids":{"openalex":"https://openalex.org/W3119085573","doi":"https://doi.org/10.2166/ws.2020.328","mag":"3119085573"},"language":"en","primary_location":{"id":"doi:10.2166/ws.2020.328","doi":"https://doi.org/10.2166/ws.2020.328","is_oa":true,"landing_page_url":"https://doi.org/10.2166/ws.2020.328","pdf_url":null,"source":{"id":"https://openalex.org/S124453322","display_name":"Water Science & Technology Water Supply","issn_l":"1606-9749","issn":["1606-9749","1607-0798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320298","host_organization_name":"IWA Publishing","host_organization_lineage":["https://openalex.org/P4310320298"],"host_organization_lineage_names":["IWA Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Supply","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W3119085573"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.2166/ws.2020.328","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015735832","display_name":"Arash Adib","orcid":"https://orcid.org/0000-0002-1575-0387","observed_orcids":["https://orcid.org/0000-0002-1575-0387","https://orcid.org/0000-0002-5432-4612"]},"institutions":[{"id":"https://openalex.org/I196051555","display_name":"Shahid Chamran University of Ahvaz","ror":"https://ror.org/01k3mbs15","country_code":"IR","type":"education","lineage":["https://openalex.org/I196051555"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Arash Adib","raw_affiliation_strings":["Civil Engineering and Architecture Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering and Architecture Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran","institution_ids":["https://openalex.org/I196051555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028667562","display_name":"Masoud Soori Damirchi Sofla","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196051555","display_name":"Shahid Chamran University of Ahvaz","ror":"https://ror.org/01k3mbs15","country_code":"IR","type":"education","lineage":["https://openalex.org/I196051555"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Masoud Soori Damirchi Sofla","raw_affiliation_strings":["Civil Engineering and Architecture Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering and Architecture Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran","institution_ids":["https://openalex.org/I196051555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007009725","display_name":"Seyed Yahya Mirzaee Aranki","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196051555","display_name":"Shahid Chamran University of Ahvaz","ror":"https://ror.org/01k3mbs15","country_code":"IR","type":"education","lineage":["https://openalex.org/I196051555"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Yahya Mirzaei","raw_affiliation_strings":["Geology Department, Earth Science Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geology Department, Earth Science Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran","institution_ids":["https://openalex.org/I196051555"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohammad Mahmoudian Shoushtari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196051555","display_name":"Shahid Chamran University of Ahvaz","ror":"https://ror.org/01k3mbs15","country_code":"IR","type":"education","lineage":["https://openalex.org/I196051555"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Mahmoudian Shoushtari","raw_affiliation_strings":["Civil Engineering and Architecture Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering and Architecture Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran","institution_ids":["https://openalex.org/I196051555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063505849","display_name":"Ali Liaghat","orcid":"https://orcid.org/0000-0002-8366-5571","observed_orcids":["https://orcid.org/0000-0002-8366-5571"]},"institutions":[{"id":"https://openalex.org/I91138267","display_name":"Islamic Azad University of Shiraz","ror":"https://ror.org/03xbchh53","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I91138267"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Liaghat","raw_affiliation_strings":["Civil Engineering Department, Engineering Faculty, Shiraz Branch, Islamic Azad University, Shiraz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Engineering Faculty, Shiraz Branch, Islamic Azad University, Shiraz, Iran","institution_ids":["https://openalex.org/I91138267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015735832"],"corresponding_institution_ids":["https://openalex.org/I196051555"],"apc_list":null,"apc_paid":null,"fwci":0.0772,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.32601005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"21","issue":"2","first_page":"567","last_page":"580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.005400000140070915,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":9.999999747378752e-05,"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/z-r-relationship","display_name":"Z-R relationship","score":0.8809999823570251},{"id":"https://openalex.org/keywords/radar-reflectivity","display_name":"radar reflectivity","score":0.7009999752044678},{"id":"https://openalex.org/keywords/doppler-weather-radar","display_name":"Doppler weather radar","score":0.9210000038146973},{"id":"https://openalex.org/keywords/rainfall-estimation","display_name":"rainfall estimation","score":0.6449999809265137},{"id":"https://openalex.org/keywords/genetic-algorithm-calibration","display_name":"genetic algorithm calibration","score":0.7070000171661377},{"id":"https://openalex.org/keywords/hec-hms","display_name":"HEC-HMS","score":0.8339999914169312},{"id":"https://openalex.org/keywords/flood-hydrograph","display_name":"flood hydrograph","score":0.824999988079071},{"id":"https://openalex.org/keywords/khuzestan","display_name":"Khuzestan","score":0.8029999732971191}],"concepts":[{"id":"https://openalex.org/C154936535","wikidata":"https://www.wikidata.org/wiki/Q320062","display_name":"Hydrograph","level":3,"score":0.6894540786743164},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6710418462753296},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6642770767211914},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.6295244097709656},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.5089457035064697},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.4983808994293213},{"id":"https://openalex.org/C92237259","wikidata":"https://www.wikidata.org/wiki/Q863343","display_name":"Weather radar","level":3,"score":0.48830270767211914},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.47933897376060486},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46525269746780396},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.46231991052627563},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.4557972550392151},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38227859139442444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36947059631347656},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.33884671330451965},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21585410833358765},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2137574553489685},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16603025794029236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10800430178642273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2166/ws.2020.328","doi":"https://doi.org/10.2166/ws.2020.328","is_oa":true,"landing_page_url":"https://doi.org/10.2166/ws.2020.328","pdf_url":null,"source":{"id":"https://openalex.org/S124453322","display_name":"Water Science & Technology Water Supply","issn_l":"1606-9749","issn":["1606-9749","1607-0798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320298","host_organization_name":"IWA Publishing","host_organization_lineage":["https://openalex.org/P4310320298"],"host_organization_lineage_names":["IWA Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Supply","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2166/ws.2020.328","doi":"https://doi.org/10.2166/ws.2020.328","is_oa":true,"landing_page_url":"https://doi.org/10.2166/ws.2020.328","pdf_url":null,"source":{"id":"https://openalex.org/S124453322","display_name":"Water Science & Technology Water Supply","issn_l":"1606-9749","issn":["1606-9749","1607-0798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320298","host_organization_name":"IWA Publishing","host_organization_lineage":["https://openalex.org/P4310320298"],"host_organization_lineage_names":["IWA Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Supply","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.7778000235557556}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1974182662","https://openalex.org/W1981134202","https://openalex.org/W1988272697","https://openalex.org/W2007643587","https://openalex.org/W2010053358","https://openalex.org/W2018759019","https://openalex.org/W2020725586","https://openalex.org/W2024425926","https://openalex.org/W2108073854","https://openalex.org/W2173031829","https://openalex.org/W2217177503","https://openalex.org/W2222638777","https://openalex.org/W2394626114","https://openalex.org/W2407943377","https://openalex.org/W2462351014","https://openalex.org/W2782393710","https://openalex.org/W2967012823","https://openalex.org/W3043958577","https://openalex.org/W4401659712"],"related_works":["https://openalex.org/W3015340066","https://openalex.org/W2358854966","https://openalex.org/W2083540062","https://openalex.org/W2325943766","https://openalex.org/W2384284208","https://openalex.org/W2319450303","https://openalex.org/W2326221713","https://openalex.org/W1988845595","https://openalex.org/W2953930126"],"abstract_inverted_index":{"Abstract":[0],"The":[1,105,167,201],"observed":[2],"radar":[3,31,147],"reflectivity":[4],"(Z)":[5],"converts":[6],"to":[7,48,85,186],"rainfall":[8,144,161,164,169,195,198],"intensity":[9],"(R)":[10],"by":[11,29,171,193],"a":[12,44],"transfer":[13,63,97,111,151,174,220],"function.":[14],"In":[15,127],"the":[16,35,50,66,75,95,100,117,124,128,131,149,172,187,212],"first":[17],"stage,":[18,130],"for":[19,99,218],"calibration":[20,118],"of":[21,34,52,69,107,109,140,189,197,203],"collected":[22,194],"data":[23,142,145,162,170,196],"(with":[24],"time":[25],"step":[26],"15":[27],"minutes)":[28],"weather":[30],"and":[32,40,87,120,148,159,211],"determination":[33],"best":[36],"relation":[37],"between":[38],"Z":[39,59,80,88,153,156],"R,":[41],"it":[42],"applied":[43],"genetic":[45],"algorithm":[46],"(GA)":[47],"minimize":[49],"amount":[51],"root":[53],"mean":[54,106,202,213],"square":[55],"error":[56],"(RMSE).":[57],"Although":[58],"=":[60,81,89,154,157],"166R2":[61],"(the":[62],"function":[64],"in":[65,103,116,123,180],"Khuzestan":[67],"province":[68],"Iran)":[70],"is":[71,113,184,205,216],"an":[72],"appropriate":[73],"equation,":[74],"GA":[76],"method":[77],"distinguished":[78],"that":[79],"110R1.8":[82],"(from":[83],"February":[84],"May)":[86],"126R2":[90],"(for":[91],"other":[92],"months)":[93],"are":[94],"optimum":[96,110,150,173,219],"functions":[98],"Abolabbas":[101],"watershed":[102],"Iran.":[104],"RMSE":[108,204],"equations":[112,175],"0.59":[114],"mm/hr":[115,122],"stage":[119],"0.85":[121],"verification":[125],"stage.":[126],"second":[129,210],"Hydrologic":[132],"Modeling":[133],"System":[134],"(HEC-HMS":[135],"model)":[136],"used":[137],"four":[138],"types":[139],"precipitation":[141],"(extracted":[143],"from":[146,163],"equations,":[152],"166R2,":[155],"200R1.6":[158],"extracted":[160],"gauging":[165,199],"stations).":[166],"calibrated":[168],"can":[176],"produce":[177],"flood":[178,191],"hydrographs":[179,192],"which":[181],"their":[182],"accuracy":[183,188],"similar":[185],"generated":[190],"stations.":[200],"0.65":[206],"cubic":[207],"metres":[208],"per":[209],"or":[214],"R2":[215],"0.89":[217],"equations.":[221]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2021-01-18T00:00:00"}