{"id":"https://openalex.org/W4410133746","doi":"https://doi.org/10.1007/978-3-031-88653-9_14","title":"Predicting Monthly Wheat Crop Coefficients in Morocco Using ANN Models with Limited Meteorological Data: A Study in the Draa-Tafilalet Region","display_name":"Predicting Monthly Wheat Crop Coefficients in Morocco Using ANN Models with Limited Meteorological Data: A Study in the Draa-Tafilalet Region","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410133746","doi":"https://doi.org/10.1007/978-3-031-88653-9_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-88653-9_14","doi":"https://doi.org/10.1007/978-3-031-88653-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-88653-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4410133677","display_name":"Innovations in Smart Cities Applications Volume 8"},"type":"conference-paper","is_traditional":true,"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/A5033183341","display_name":"Rachid Ed-Daoudi","orcid":"https://orcid.org/0000-0003-1718-1242","observed_orcids":["https://orcid.org/0000-0003-1718-1242"]},"institutions":[{"id":"https://openalex.org/I4210149368","display_name":"\u00c9cole des Sciences de I'information","ror":"https://ror.org/04wx25x02","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210149368"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Rachid Ed-Daoudi","raw_affiliation_strings":["LyRICA: Research Laboratory in Computer Science, Data Sciences and Artificial Intelligence, School of Information Sciences, B.P: 6204 Rabat-Instituts 10100, Rabat, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-1718-1242","affiliations":[{"raw_affiliation_string":"LyRICA: Research Laboratory in Computer Science, Data Sciences and Artificial Intelligence, School of Information Sciences, B.P: 6204 Rabat-Instituts 10100, Rabat, Morocco","institution_ids":["https://openalex.org/I4210149368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023296296","display_name":"Badia Ettaki","orcid":"https://orcid.org/0000-0002-4068-0819","observed_orcids":["https://orcid.org/0000-0002-4068-0819"]},"institutions":[{"id":"https://openalex.org/I4210149368","display_name":"\u00c9cole des Sciences de I'information","ror":"https://ror.org/04wx25x02","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210149368"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Badia Ettaki","raw_affiliation_strings":["LyRICA: Research Laboratory in Computer Science, Data Sciences and Artificial Intelligence, School of Information Sciences, B.P: 6204 Rabat-Instituts 10100, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LyRICA: Research Laboratory in Computer Science, Data Sciences and Artificial Intelligence, School of Information Sciences, B.P: 6204 Rabat-Instituts 10100, Rabat, Morocco","institution_ids":["https://openalex.org/I4210149368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109903317","display_name":"Jamal Zerouaoui","orcid":"https://orcid.org/0009-0005-3680-4240","observed_orcids":["https://orcid.org/0009-0005-3680-4240"]},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Jamal Zerouaoui","raw_affiliation_strings":["Laboratory of Engineering Sciences and Modeling, Faculty of Sciences, Ibn Tofail University, Campus Universitaire, BP 133, Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Sciences and Modeling, Faculty of Sciences, Ibn Tofail University, Campus Universitaire, BP 133, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033183341"],"corresponding_institution_ids":["https://openalex.org/I4210149368"],"apc_list":null,"apc_paid":null,"fwci":2.3307,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78005903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.6898999810218811,"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":0.6898999810218811,"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/T10616","display_name":"Smart Agriculture and AI","score":0.15389999747276306,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.057999998331069946,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crop-coefficient","display_name":"crop coefficient","score":0.8130000233650208},{"id":"https://openalex.org/keywords/wheat","display_name":"wheat","score":0.9789999723434448},{"id":"https://openalex.org/keywords/crop-evapotranspiration","display_name":"crop evapotranspiration","score":0.8899999856948853},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9210000038146973},{"id":"https://openalex.org/keywords/limited-meteorological-data","display_name":"limited meteorological data","score":0.9179999828338623},{"id":"https://openalex.org/keywords/water-use-efficiency","display_name":"water use efficiency","score":0.6150000095367432},{"id":"https://openalex.org/keywords/agricultural-water-management","display_name":"agricultural water management","score":0.7419999837875366},{"id":"https://openalex.org/keywords/solar-radiation","display_name":"solar radiation","score":0.628000020980835},{"id":"https://openalex.org/keywords/air-temperature","display_name":"air temperature","score":0.6309999823570251}],"concepts":[{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.5423884987831116},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4969799816608429},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.48941245675086975},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.36211472749710083},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.27206650376319885},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15822818875312805},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.151357501745224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-88653-9_14","doi":"https://doi.org/10.1007/978-3-031-88653-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-88653-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.958299994468689},{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.6618000268936157},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5351999998092651}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1989496358","https://openalex.org/W2794749555","https://openalex.org/W3004026468","https://openalex.org/W3023212902","https://openalex.org/W3046661331","https://openalex.org/W3092667526","https://openalex.org/W4240687750","https://openalex.org/W4367057991","https://openalex.org/W4392239042"],"related_works":["https://openalex.org/W3015852769","https://openalex.org/W4392760602","https://openalex.org/W2010236918","https://openalex.org/W7160939301","https://openalex.org/W7130650511","https://openalex.org/W7160903021","https://openalex.org/W7083578739","https://openalex.org/W1660382959","https://openalex.org/W4322001344","https://openalex.org/W4407682600"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-05-07T00:00:00"}