{"id":"https://openalex.org/W4388620579","doi":"https://doi.org/10.1145/3607720.3607777","title":"A review of Machine learning models and parameters for groundwater issues","display_name":"A review of Machine learning models and parameters for groundwater issues","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4388620579","doi":"https://doi.org/10.1145/3607720.3607777"},"language":"en","primary_location":{"id":"doi:10.1145/3607720.3607777","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607720.3607777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Networking, Intelligent Systems &amp; Security","raw_type":"proceedings-article"},"type":"review","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/A5086876523","display_name":"Rachid El Ansari","orcid":"https://orcid.org/0009-0008-0341-677X"},"institutions":[{"id":"https://openalex.org/I4210093720","display_name":"National School of Architecture","ror":"https://ror.org/00n7n3773","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210093720"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Rachid El Ansari","raw_affiliation_strings":["Laboratory : Engineering Sciences, National School of Applied Sciences, Kenitra,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0009-0008-0341-677X","affiliations":[{"raw_affiliation_string":"Laboratory : Engineering Sciences, National School of Applied Sciences, Kenitra,Morocco, Morocco","institution_ids":["https://openalex.org/I4210093720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058836861","display_name":"Mohamed El Bouhadioui","orcid":"https://orcid.org/0000-0002-2112-8500"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed El Bouhadioui","raw_affiliation_strings":["National school of Mines, Rabat, Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-2112-8500","affiliations":[{"raw_affiliation_string":"National school of Mines, Rabat, Morocco, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008753391","display_name":"Othman Aboutafail","orcid":"https://orcid.org/0000-0003-3634-6129"},"institutions":[{"id":"https://openalex.org/I4210093720","display_name":"National School of Architecture","ror":"https://ror.org/00n7n3773","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210093720"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Moulay othman Aboutafail","raw_affiliation_strings":["Laboratory : Engineering Sciences, National School of Applied Sciences,Kenitra,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-3634-6129","affiliations":[{"raw_affiliation_string":"Laboratory : Engineering Sciences, National School of Applied Sciences,Kenitra,Morocco, Morocco","institution_ids":["https://openalex.org/I4210093720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031673915","display_name":"Nezha Mejjad","orcid":"https://orcid.org/0000-0002-6750-6781"},"institutions":[{"id":"https://openalex.org/I4210094396","display_name":"National Centre for Nuclear Energy, Science and Technology","ror":"https://ror.org/00qyat195","country_code":"MA","type":"facility","lineage":["https://openalex.org/I4210094396"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Nezha Mejjad","raw_affiliation_strings":["National Centre for Nuclear Energy,Science and Technology, RABAT,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-6750-6781","affiliations":[{"raw_affiliation_string":"National Centre for Nuclear Energy,Science and Technology, RABAT,Morocco, Morocco","institution_ids":["https://openalex.org/I4210094396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061347766","display_name":"Hicham Jamil","orcid":"https://orcid.org/0000-0002-3543-279X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hicham Jamil","raw_affiliation_strings":["Natural Resources Geosciences Laboratory, Faculty of Sciences, Kenitra,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-3543-279X","affiliations":[{"raw_affiliation_string":"Natural Resources Geosciences Laboratory, Faculty of Sciences, Kenitra,Morocco, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092327402","display_name":"Elhassan Jamal","orcid":"https://orcid.org/0000-0003-0141-1226"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elhassan Jamal","raw_affiliation_strings":["Geosciences Laboratory, Faculty of Sciences,Kenitra,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-0141-1226","affiliations":[{"raw_affiliation_string":"Geosciences Laboratory, Faculty of Sciences,Kenitra,Morocco, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092327403","display_name":"Youssef Rissouni","orcid":"https://orcid.org/0000-0003-4638-4997"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Youssef Rissouni","raw_affiliation_strings":["Geosciences Laboratory, Faculty of Sciences,Kenitra,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-4638-4997","affiliations":[{"raw_affiliation_string":"Geosciences Laboratory, Faculty of Sciences,Kenitra,Morocco, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037698221","display_name":"Mohammed Zouiten","orcid":"https://orcid.org/0000-0002-3146-5105"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Zouiten","raw_affiliation_strings":["Geography Department, Faculty Polydisciplinary,Taza,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-3146-5105","affiliations":[{"raw_affiliation_string":"Geography Department, Faculty Polydisciplinary,Taza,Morocco, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055234556","display_name":"Hicham Boutracheh","orcid":"https://orcid.org/0009-0003-6046-1239"},"institutions":[{"id":"https://openalex.org/I4210093720","display_name":"National School of Architecture","ror":"https://ror.org/00n7n3773","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210093720"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hicham Boutracheh","raw_affiliation_strings":["Laboratory: Engineering Sciences, National School of Applied Sciences , Kenitra,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0009-0003-6046-1239","affiliations":[{"raw_affiliation_string":"Laboratory: Engineering Sciences, National School of Applied Sciences , Kenitra,Morocco, Morocco","institution_ids":["https://openalex.org/I4210093720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006231316","display_name":"Aniss Moumen","orcid":"https://orcid.org/0000-0001-5330-0136"},"institutions":[{"id":"https://openalex.org/I4210093720","display_name":"National School of Architecture","ror":"https://ror.org/00n7n3773","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210093720"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Aniss Moumen","raw_affiliation_strings":["Laboratory: Engineering Sciences, National School of Applied Sciences , Kenitra,Morocco, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-5330-0136","affiliations":[{"raw_affiliation_string":"Laboratory: Engineering Sciences, National School of Applied Sciences , Kenitra,Morocco, Morocco","institution_ids":["https://openalex.org/I4210093720"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.909,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.71391648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9965000152587891,"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":0.9965000152587891,"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/T10894","display_name":"Groundwater flow and contamination studies","score":0.9951000213623047,"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/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/groundwater","display_name":"Groundwater","score":0.8069512844085693},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.7198517918586731},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5562204122543335},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.5519513487815857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5139698386192322},{"id":"https://openalex.org/keywords/groundwater-resources","display_name":"Groundwater resources","score":0.5095605850219727},{"id":"https://openalex.org/keywords/abundance","display_name":"Abundance (ecology)","score":0.46954378485679626},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.41407421231269836},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.3579707443714142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2383013665676117},{"id":"https://openalex.org/keywords/aquifer","display_name":"Aquifer","score":0.15521907806396484},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10886633396148682},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09097960591316223}],"concepts":[{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.8069512844085693},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.7198517918586731},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5562204122543335},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.5519513487815857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5139698386192322},{"id":"https://openalex.org/C2993807900","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Groundwater resources","level":4,"score":0.5095605850219727},{"id":"https://openalex.org/C77077793","wikidata":"https://www.wikidata.org/wiki/Q336019","display_name":"Abundance (ecology)","level":2,"score":0.46954378485679626},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.41407421231269836},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.3579707443714142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2383013665676117},{"id":"https://openalex.org/C75622301","wikidata":"https://www.wikidata.org/wiki/Q208791","display_name":"Aquifer","level":3,"score":0.15521907806396484},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10886633396148682},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09097960591316223},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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:10.1145/3607720.3607777","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607720.3607777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Networking, Intelligent Systems &amp; Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2055228777","https://openalex.org/W2155347783","https://openalex.org/W2607052725","https://openalex.org/W2772274890","https://openalex.org/W3010045436","https://openalex.org/W3024514109","https://openalex.org/W3033314609","https://openalex.org/W3033569197","https://openalex.org/W3033746336","https://openalex.org/W3034134028","https://openalex.org/W3047165991","https://openalex.org/W3100223475","https://openalex.org/W3119266579","https://openalex.org/W3125053481","https://openalex.org/W3127014775","https://openalex.org/W3127373184","https://openalex.org/W3135116774","https://openalex.org/W3199481757","https://openalex.org/W3199607649","https://openalex.org/W3207058079","https://openalex.org/W4206071360","https://openalex.org/W4214549441","https://openalex.org/W4220926817","https://openalex.org/W4286252803","https://openalex.org/W4308340684"],"related_works":["https://openalex.org/W2388688523","https://openalex.org/W2390925818","https://openalex.org/W2390126790","https://openalex.org/W2381784069","https://openalex.org/W2387473253","https://openalex.org/W2068560674","https://openalex.org/W2348080494","https://openalex.org/W3082792302","https://openalex.org/W2392782805","https://openalex.org/W2363513761"],"abstract_inverted_index":{"Groundwater":[0],"is":[1,24],"an":[2],"essential":[3],"source":[4],"of":[5,13,21,25,49],"freshwater":[6],"to":[7,28],"meet":[8],"the":[9,19,45],"growing":[10],"water":[11],"needs":[12],"agricultural,":[14],"industrial,":[15],"and":[16,32,36,47],"domestic":[17],"activities.":[18],"management":[20],"these":[22],"resources":[23],"crucial":[26],"importance":[27],"ensure":[29],"their":[30],"sustainability":[31],"abundance":[33],"over":[34],"time":[35],"space.":[37],"this":[38],"major":[39],"challenge":[40],"requires":[41],"extensive":[42],"research":[43],"for":[44],"prediction":[46],"simulation":[48],"groundwater":[50],"level":[51],"variations":[52]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
