{"id":"https://openalex.org/W4388282171","doi":"https://doi.org/10.1109/icbase59196.2023.10303135","title":"An improved SCE-UA algorithm and its application in parameter calibration of the Xin'anjiang model","display_name":"An improved SCE-UA algorithm and its application in parameter calibration of the Xin'anjiang model","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4388282171","doi":"https://doi.org/10.1109/icbase59196.2023.10303135"},"language":"en","primary_location":{"id":"doi:10.1109/icbase59196.2023.10303135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase59196.2023.10303135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Big Data &amp; Artificial Intelligence &amp; Software Engineering (ICBASE)","raw_type":"proceedings-article"},"type":"article","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/A5016435310","display_name":"Guangyuan Kan","orcid":"https://orcid.org/0000-0002-0467-4366"},"institutions":[{"id":"https://openalex.org/I4210092032","display_name":"China Institute of Water Resources and Hydropower Research","ror":"https://ror.org/00m4czf33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210092032"]},{"id":"https://openalex.org/I4210155611","display_name":"Ministry of Water Resources of the People's Republic of China","ror":"https://ror.org/04e698d63","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210155611"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangyuan Kan","raw_affiliation_strings":["Key Laboratory of Water Safety for Beijing-Tianjin-Hebei Region of Ministry of Water Resources,China Institute of Water Resources and Hydropower Research Research Center on Flood &#x0026; Drought Disaster Reduction of the Ministry of Water Resources,State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Water Safety for Beijing-Tianjin-Hebei Region of Ministry of Water Resources,China Institute of Water Resources and Hydropower Research Research Center on Flood &#x0026; Drought Disaster Reduction of the Ministry of Water Resources,State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin,Beijing,China","institution_ids":["https://openalex.org/I4210092032","https://openalex.org/I4210155611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102209920","display_name":"Yu Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155611","display_name":"Ministry of Water Resources of the People's Republic of China","ror":"https://ror.org/04e698d63","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210155611"]},{"id":"https://openalex.org/I4210092032","display_name":"China Institute of Water Resources and Hydropower Research","ror":"https://ror.org/00m4czf33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210092032"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Hou","raw_affiliation_strings":["Key Laboratory of Water Safety for Beijing-Tianjin-Hebei Region of Ministry of Water Resources,China Institute of Water Resources and Hydropower Research Research Center on Flood &#x0026; Drought Disaster Reduction of the Ministry of Water Resources,State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Water Safety for Beijing-Tianjin-Hebei Region of Ministry of Water Resources,China Institute of Water Resources and Hydropower Research Research Center on Flood &#x0026; Drought Disaster Reduction of the Ministry of Water Resources,State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin,Beijing,China","institution_ids":["https://openalex.org/I4210092032","https://openalex.org/I4210155611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042211446","display_name":"Xichen Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155611","display_name":"Ministry of Water Resources of the People's Republic of China","ror":"https://ror.org/04e698d63","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210155611"]},{"id":"https://openalex.org/I4210092032","display_name":"China Institute of Water Resources and Hydropower Research","ror":"https://ror.org/00m4czf33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210092032"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xichen Liu","raw_affiliation_strings":["Key Laboratory of Water Safety for Beijing-Tianjin-Hebei Region of Ministry of Water Resources,China Institute of Water Resources and Hydropower Research Research Center on Flood &#x0026; Drought Disaster Reduction of the Ministry of Water Resources,State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Water Safety for Beijing-Tianjin-Hebei Region of Ministry of Water Resources,China Institute of Water Resources and Hydropower Research Research Center on Flood &#x0026; Drought Disaster Reduction of the Ministry of Water Resources,State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin,Beijing,China","institution_ids":["https://openalex.org/I4210092032","https://openalex.org/I4210155611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002405118","display_name":"Ke Liang","orcid":"https://orcid.org/0000-0002-2042-8843"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ke Liang","raw_affiliation_strings":["Beijing IWHR Corporation,Beijing,China","Beijing IWHR Corporation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing IWHR Corporation,Beijing,China","institution_ids":[]},{"raw_affiliation_string":"Beijing IWHR Corporation, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016435310"],"corresponding_institution_ids":["https://openalex.org/I4210092032","https://openalex.org/I4210155611"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13996991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9998000264167786,"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/T10930","display_name":"Flood Risk Assessment and Management","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/T10969","display_name":"Water resources management and optimization","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6994990110397339},{"id":"https://openalex.org/keywords/simplex-algorithm","display_name":"Simplex algorithm","score":0.6821520328521729},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5975046753883362},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.5655234456062317},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5548304319381714},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5033027529716492},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41899198293685913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3313673734664917},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1205889880657196},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.11868461966514587}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6994990110397339},{"id":"https://openalex.org/C144521790","wikidata":"https://www.wikidata.org/wiki/Q134164","display_name":"Simplex algorithm","level":3,"score":0.6821520328521729},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5975046753883362},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.5655234456062317},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5548304319381714},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5033027529716492},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41899198293685913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3313673734664917},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1205889880657196},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.11868461966514587},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbase59196.2023.10303135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase59196.2023.10303135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Big Data &amp; Artificial Intelligence &amp; Software Engineering (ICBASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322423","display_name":"Ministry of Water Resources","ror":"https://ror.org/04e698d63"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W49513413","https://openalex.org/W1999310382","https://openalex.org/W2133837084","https://openalex.org/W2152195021","https://openalex.org/W2165299997","https://openalex.org/W2171074980","https://openalex.org/W2349938743","https://openalex.org/W2354116015","https://openalex.org/W2995798866"],"related_works":["https://openalex.org/W2133667137","https://openalex.org/W141820298","https://openalex.org/W2049584446","https://openalex.org/W2380756614","https://openalex.org/W2079781215","https://openalex.org/W4378770497","https://openalex.org/W187881786","https://openalex.org/W4308245303","https://openalex.org/W2014033564","https://openalex.org/W2910573937"],"abstract_inverted_index":{"The":[0,32,161],"Shuffled":[1],"Complex":[2],"Evolution-developed":[3],"at":[4],"University":[5],"of":[6,17,43,64,79,92,128,135,163],"Arizona":[7],"(SCE-UA)":[8],"algorithm":[9,23,46,138],"has":[10,66],"been":[11,67],"widely":[12],"applied":[13],"in":[14,37,132],"the":[15,38,44,56,61,76,80,90,97,107,120,126,133,136,164,169,180],"field":[16],"hydrological":[18],"model":[19,147],"parameter":[20,148],"calibration.":[21],"This":[22,130,190],"exhibits":[24],"strong":[25],"global":[26],"optimization":[27,62,77,181],"capability":[28],"and":[29,34,52,84,110],"good":[30],"robustness.":[31],"reflection":[33],"contraction":[35],"steps":[36],"downhill":[39],"simplex":[40],"search":[41],"(DSS)":[42],"SCE-UA":[45,137],"adopt":[47],"a":[48,186],"fixed":[49,187],"scaling":[50,98,123,142,176,188],"factor,":[51,177],"we":[53],"find":[54],"that":[55,168],"potential":[57,194],"to":[58,74,89,117,184],"further":[59],"improve":[60],"efficiency":[63,78,182],"DSS":[65],"revealed":[68],"by":[69,153],"numerical":[70,82,165],"experiments.":[71],"In":[72],"order":[73],"enhance":[75],"algorithm,":[81,171],"experiments":[83,166],"analysis":[85],"were":[86,103,150],"conducted,":[87],"leading":[88],"identification":[91],"an":[93,111],"optimal":[94,108,112],"range":[95],"for":[96,195],"factor.":[99,189],"Multiple":[100],"sampling":[101],"points":[102],"uniformly":[104],"selected":[105],"within":[106],"range,":[109],"selection":[113],"method":[114],"was":[115],"used":[116],"dynamically":[118],"determine":[119],"most":[121],"suitable":[122],"factor":[124,143],"during":[125],"process":[127],"optimization.":[129],"resulted":[131],"development":[134],"considering":[139],"adaptive":[140,174],"dynamic":[141,175],"(SCE-UA-ADSF).":[144],"Studies":[145],"on":[146,152,159],"calibration":[149],"carried":[151],"using":[154,185],"artificial":[155],"rainfall-runoff":[156],"data":[157],"based":[158],"SCE-UA-ADSF.":[160],"results":[162],"demonstrate":[167],"improved":[170],"which":[172],"incorporates":[173],"significantly":[178],"improves":[179],"compared":[183],"improvement":[191],"holds":[192],"valuable":[193],"future":[196],"general":[197],"purpose":[198],"real-world":[199],"applications.":[200]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
