{"id":"https://openalex.org/W3045144178","doi":"https://doi.org/10.1007/s00521-020-05164-3","title":"Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data","display_name":"Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data","publication_year":2020,"publication_date":"2020-07-21","ids":{"openalex":"https://openalex.org/W3045144178","doi":"https://doi.org/10.1007/s00521-020-05164-3","mag":"3045144178"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-05164-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05164-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/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":["State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, College of Hydrology & Water Resources, Hohai University, 210098, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, College of Hydrology & Water Resources, Hohai University, 210098, Nanjing, China","institution_ids":["https://openalex.org/I4210099662","https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101743400","display_name":"Zhongmin Liang","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":"Zhongmin Liang","raw_affiliation_strings":["State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, College of Hydrology & Water Resources, Hohai University, 210098, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, College of Hydrology & Water Resources, Hohai University, 210098, Nanjing, China","institution_ids":["https://openalex.org/I4210099662","https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017236748","display_name":"Kulwinder Singh Parmar","orcid":"https://orcid.org/0000-0002-7589-7364"},"institutions":[{"id":"https://openalex.org/I94616015","display_name":"Punjab Technical University","ror":"https://ror.org/025kz2973","country_code":"IN","type":"education","lineage":["https://openalex.org/I94616015"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kulwinder Singh Parmar","raw_affiliation_strings":["Department of Mathematics, IKG Punjab Technical University, Jalandhar-Kapurthala, Punjab, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, IKG Punjab Technical University, Jalandhar-Kapurthala, Punjab, India","institution_ids":["https://openalex.org/I94616015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000679053","display_name":"Kirti Soni","orcid":"https://orcid.org/0000-0003-3296-7155"},"institutions":[{"id":"https://openalex.org/I88910343","display_name":"CSIR National Physical Laboratory of India","ror":"https://ror.org/0307k1x46","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210134808","https://openalex.org/I66760702","https://openalex.org/I88910343"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kirti Soni","raw_affiliation_strings":["CSIR-National Physical Laboratory, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"CSIR-National Physical Laboratory, New Delhi, India","institution_ids":["https://openalex.org/I88910343"]}]},{"author_position":"last","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/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]},{"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","VN"],"is_corresponding":true,"raw_author_name":"Ozgur Kisi","raw_affiliation_strings":["Civil engineering department, Ilia state university, Tbilisi, Georgia","Institute of Research and development, Duy Tan University, Da Nang, 550000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Civil engineering department, Ilia state university, Tbilisi, Georgia","institution_ids":["https://openalex.org/I183003952"]},{"raw_affiliation_string":"Institute of Research and development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075190563"],"corresponding_institution_ids":["https://openalex.org/I170238339","https://openalex.org/I183003952"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.6413,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.96840037,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":"7","first_page":"2853","last_page":"2871"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.998199999332428,"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":0.998199999332428,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9940000176429749,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9591000080108643,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/streamflow","display_name":"Streamflow","score":0.8476568460464478},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.7596637010574341},{"id":"https://openalex.org/keywords/mars-exploration-program","display_name":"Mars Exploration Program","score":0.713143527507782},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.5796650648117065},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4697597026824951},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.4665638506412506},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4661487340927124},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4589473009109497},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.4588097333908081},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.3467082679271698},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3459312915802002},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.32819604873657227},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.31299224495887756},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3109413981437683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25830715894699097},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2128700315952301},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.2041475474834442},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.14543390274047852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10514774918556213},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09348928928375244},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.07256004214286804}],"concepts":[{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.8476568460464478},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7596637010574341},{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.713143527507782},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.5796650648117065},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4697597026824951},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.4665638506412506},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4661487340927124},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4589473009109497},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4588097333908081},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.3467082679271698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3459312915802002},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.32819604873657227},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.31299224495887756},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3109413981437683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25830715894699097},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2128700315952301},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.2041475474834442},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.14543390274047852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10514774918556213},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09348928928375244},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.07256004214286804},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-020-05164-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05164-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:npl.csircentral.net:4819","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401089","display_name":"IR@NPL (CSIR-The National Physical Laboratory(NPL))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66760702","host_organization_name":"Council of Scientific and Industrial Research","host_organization_lineage":["https://openalex.org/I66760702"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W129979425","https://openalex.org/W1523165776","https://openalex.org/W1531979232","https://openalex.org/W1562230073","https://openalex.org/W1598265492","https://openalex.org/W1994496911","https://openalex.org/W2005090293","https://openalex.org/W2010094966","https://openalex.org/W2018857282","https://openalex.org/W2041466587","https://openalex.org/W2050774577","https://openalex.org/W2052825153","https://openalex.org/W2054359607","https://openalex.org/W2061377831","https://openalex.org/W2067317819","https://openalex.org/W2068533775","https://openalex.org/W2086321501","https://openalex.org/W2102201073","https://openalex.org/W2104364752","https://openalex.org/W2150913357","https://openalex.org/W2151870184","https://openalex.org/W2162635690","https://openalex.org/W2167199508","https://openalex.org/W2168956778","https://openalex.org/W2169886917","https://openalex.org/W2216444323","https://openalex.org/W2254095233","https://openalex.org/W2303887378","https://openalex.org/W2607126135","https://openalex.org/W2733430212","https://openalex.org/W2765286064","https://openalex.org/W2768568372","https://openalex.org/W2802361912","https://openalex.org/W2804523998","https://openalex.org/W2888495088","https://openalex.org/W2898939125","https://openalex.org/W2907283755","https://openalex.org/W2964253828","https://openalex.org/W2991306453","https://openalex.org/W3028847668","https://openalex.org/W3128828886","https://openalex.org/W4232561217"],"related_works":["https://openalex.org/W2003087713","https://openalex.org/W2055800560","https://openalex.org/W2185815019","https://openalex.org/W2186535538","https://openalex.org/W3006349334","https://openalex.org/W1994241600","https://openalex.org/W2768005043","https://openalex.org/W2765961949","https://openalex.org/W4244255161","https://openalex.org/W3119865579"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}