{"id":"https://openalex.org/W7167247942","doi":"https://doi.org/10.1109/iwcmc69287.2026.11579814","title":"Machine Learning-Driven Multi-Sectoral Water Security Forecasting in Arid Regions: A Comprehensive Panel Study of the GCC Countries (2001\u20132022)","display_name":"Machine Learning-Driven Multi-Sectoral Water Security Forecasting in Arid Regions: A Comprehensive Panel Study of the GCC Countries (2001\u20132022)","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7167247942","doi":"https://doi.org/10.1109/iwcmc69287.2026.11579814"},"language":null,"primary_location":{"id":"doi:10.1109/iwcmc69287.2026.11579814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc69287.2026.11579814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5077011503","display_name":"Fursan Thabit","orcid":"https://orcid.org/0000-0001-8021-1294"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Fursan Thabit","raw_affiliation_strings":["University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030059926","display_name":"Ala Gouissem","orcid":"https://orcid.org/0000-0002-5245-7681"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ala Gouissem","raw_affiliation_strings":["University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078551093","display_name":"R. Rangarajan","orcid":"https://orcid.org/0000-0002-3209-9485"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ravi Rangarajan","raw_affiliation_strings":["University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139961385","display_name":"Amin Esmaeili","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Amin Esmaeili","raw_affiliation_strings":["University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008218083","display_name":"Rachid Benlamri","orcid":"https://orcid.org/0000-0001-5146-2326"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Rachid Benlamri","raw_affiliation_strings":["University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Doha for Science and Technology,Center of Excellence for Sustainability and Food Security,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1738","last_page":"1745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11755","display_name":"Transboundary Water Resource Management","score":0.24699999392032623,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11755","display_name":"Transboundary Water Resource Management","score":0.24699999392032623,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.1120000034570694,"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/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.07029999792575836,"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/arid","display_name":"Arid","score":0.5623000264167786},{"id":"https://openalex.org/keywords/panel-data","display_name":"Panel data","score":0.3504999876022339},{"id":"https://openalex.org/keywords/water-security","display_name":"Water security","score":0.33320000767707825},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.3278000056743622},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.3181000053882599},{"id":"https://openalex.org/keywords/water-supply","display_name":"Water supply","score":0.3140999972820282}],"concepts":[{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5623000264167786},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.423799991607666},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.4032000005245209},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.3504999876022339},{"id":"https://openalex.org/C2778570914","wikidata":"https://www.wikidata.org/wiki/Q7973735","display_name":"Water security","level":3,"score":0.33320000767707825},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.32839998602867126},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.3181000053882599},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.31459999084472656},{"id":"https://openalex.org/C97053079","wikidata":"https://www.wikidata.org/wiki/Q1061108","display_name":"Water supply","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3125999867916107},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.30239999294281006},{"id":"https://openalex.org/C163068380","wikidata":"https://www.wikidata.org/wiki/Q3409313","display_name":"Economic forecasting","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C2991925429","wikidata":"https://www.wikidata.org/wiki/Q474883","display_name":"Water sector","level":3,"score":0.27410000562667847},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.26669999957084656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc69287.2026.11579814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc69287.2026.11579814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.5452955961227417}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2049800571","https://openalex.org/W2171934692","https://openalex.org/W2563241788","https://openalex.org/W2763600768","https://openalex.org/W2905091597","https://openalex.org/W2936023010","https://openalex.org/W2969242191","https://openalex.org/W2970835038","https://openalex.org/W3049197556","https://openalex.org/W3088141901","https://openalex.org/W3089869686","https://openalex.org/W4311341922","https://openalex.org/W4320403987","https://openalex.org/W4324195418","https://openalex.org/W4382069937","https://openalex.org/W4385704330","https://openalex.org/W4387190623","https://openalex.org/W4387644010","https://openalex.org/W4394824754","https://openalex.org/W4400126856","https://openalex.org/W4412830437","https://openalex.org/W4412923141"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-04T00:00:00"}