{"id":"https://openalex.org/W3110774195","doi":"https://doi.org/10.1109/wincom50532.2020.9272514","title":"Estimation of the monthly Runoff from precipitation and flow measurement networks using Artificial Neural Network","display_name":"Estimation of the monthly Runoff from precipitation and flow measurement networks using Artificial Neural Network","publication_year":2020,"publication_date":"2020-10-28","ids":{"openalex":"https://openalex.org/W3110774195","doi":"https://doi.org/10.1109/wincom50532.2020.9272514","mag":"3110774195"},"language":"en","primary_location":{"id":"doi:10.1109/wincom50532.2020.9272514","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom50532.2020.9272514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 8th International Conference on Wireless Networks and Mobile Communications (WINCOM)","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/A5042653091","display_name":"Said Rachidi","orcid":"https://orcid.org/0000-0002-6992-4741"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]},{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Said Rachidi","raw_affiliation_strings":["LASTIMI Ecole Mohammadia d'Ing\u00e9nieurs, Mohammed V University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"LASTIMI Ecole Mohammadia d'Ing\u00e9nieurs, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I127336678","https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004202420","display_name":"Jamila El Alami","orcid":"https://orcid.org/0000-0003-4658-4550"},"institutions":[{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]},{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Jamila El Alami","raw_affiliation_strings":["LASTIMI Ecole Mohammadia d'Ing\u00e9nieurs, Mohammed V University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"LASTIMI Ecole Mohammadia d'Ing\u00e9nieurs, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I127336678","https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051888279","display_name":"El Houssine El Mazoudi","orcid":"https://orcid.org/0000-0002-1143-7705"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Houssine El Mazoudi","raw_affiliation_strings":["CISIEV FST, FSJES Cadi Ayyad University, Marrakech, Morocco"],"affiliations":[{"raw_affiliation_string":"CISIEV FST, FSJES Cadi Ayyad University, Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042653091"],"corresponding_institution_ids":["https://openalex.org/I126477371","https://openalex.org/I127336678"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12318817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9994999766349792,"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":0.9994999766349792,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9958000183105469,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.9954000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.8680449724197388},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.7001174688339233},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6643242835998535},{"id":"https://openalex.org/keywords/water-year","display_name":"Water year","score":0.6428875923156738},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6182124614715576},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.5919351577758789},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5764537453651428},{"id":"https://openalex.org/keywords/streamflow","display_name":"Streamflow","score":0.5674881935119629},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.5208185911178589},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.483561247587204},{"id":"https://openalex.org/keywords/hydrological-modelling","display_name":"Hydrological modelling","score":0.47228628396987915},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.45374828577041626},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.36804717779159546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22860708832740784},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.1877100169658661},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12905213236808777},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1282428503036499},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12129700183868408},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12048095464706421},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1102229654788971},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.05752331018447876}],"concepts":[{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.8680449724197388},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.7001174688339233},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6643242835998535},{"id":"https://openalex.org/C99484651","wikidata":"https://www.wikidata.org/wiki/Q320055","display_name":"Water year","level":3,"score":0.6428875923156738},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6182124614715576},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.5919351577758789},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5764537453651428},{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.5674881935119629},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.5208185911178589},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.483561247587204},{"id":"https://openalex.org/C126197015","wikidata":"https://www.wikidata.org/wiki/Q1586683","display_name":"Hydrological modelling","level":2,"score":0.47228628396987915},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.45374828577041626},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.36804717779159546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22860708832740784},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.1877100169658661},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12905213236808777},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1282428503036499},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12129700183868408},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12048095464706421},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1102229654788971},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05752331018447876},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wincom50532.2020.9272514","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom50532.2020.9272514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 8th International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1499993884","https://openalex.org/W1532248428","https://openalex.org/W1984446778","https://openalex.org/W1991644967","https://openalex.org/W1998893231","https://openalex.org/W1999952027","https://openalex.org/W2001785840","https://openalex.org/W2026271941","https://openalex.org/W2028074745","https://openalex.org/W2031355292","https://openalex.org/W2033904036","https://openalex.org/W2035811055","https://openalex.org/W2057018326","https://openalex.org/W2080704285","https://openalex.org/W2101443105","https://openalex.org/W2103496339","https://openalex.org/W2108307518","https://openalex.org/W2132104490","https://openalex.org/W2137983211","https://openalex.org/W2148808859","https://openalex.org/W2168956778","https://openalex.org/W2186134721","https://openalex.org/W2224334271","https://openalex.org/W2599293472","https://openalex.org/W2791715277","https://openalex.org/W3034219947","https://openalex.org/W6629758360","https://openalex.org/W6650497090","https://openalex.org/W6689388267","https://openalex.org/W6779270760"],"related_works":["https://openalex.org/W2917605965","https://openalex.org/W2049598555","https://openalex.org/W1969130954","https://openalex.org/W2439644404","https://openalex.org/W2916037582","https://openalex.org/W1984341414","https://openalex.org/W1976067577","https://openalex.org/W2916615826","https://openalex.org/W2057831278","https://openalex.org/W2068368507"],"abstract_inverted_index":{"The":[0],"Ourika":[1,89],"river":[2],"originated":[3],"in":[4,21,47,64,88,104],"the":[5,9,24,38,51,61,100,105,110],"High":[6],"Atlas":[7],"generate":[8],"average":[10],"water":[11,25,45],"resources":[12],"of":[13,40,66,84,102],"157":[14],"Mm3/year,":[15],"Since":[16],"there":[17],"is":[18,57],"no":[19],"dam":[20],"this":[22,48],"river,":[23],"supplies":[26],"are":[27],"regulated":[28],"by":[29],"traditional":[30],"channels":[31],"to":[32,59,96],"irrigate":[33],"19":[34],"855":[35],"ha,":[36],"hence":[37],"importance":[39],"developing":[41],"runoff-rainfall":[42],"model":[43,103],"for":[44],"estimation":[46],"context.":[49],"In":[50],"presented":[52],"study":[53,69],"Artificial":[54],"Neural":[55],"Network":[56],"applied":[58],"forecast":[60],"monthly":[62,76],"runoff":[63,71],"outlet":[65],"basin.":[67],"This":[68],"uses":[70],"from":[72,94],"two":[73],"stations":[74,86],"and":[75,108],"precipitation":[77],"data":[78],"recorded":[79],"at":[80],"measurement":[81],"network":[82],"composed":[83],"5":[85],"located":[87],"basin":[90],"during":[91],"15":[92],"years":[93],"2000":[95],"2015.":[97],"For":[98],"evaluate":[99],"performance":[101],"phases":[106],"training":[107],"validation":[109],"appropriate":[111],"statistical":[112],"methods":[113],"were":[114],"used.":[115]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}