{"id":"https://openalex.org/W4382394728","doi":"https://doi.org/10.12911/22998993/165958","title":"A Comparative Analysis of Analytical Hierarchy Process and Fuzzy Logic Modeling in Flood Susceptibility Mapping in the Assaka Watershed, Morocco","display_name":"A Comparative Analysis of Analytical Hierarchy Process and Fuzzy Logic Modeling in Flood Susceptibility Mapping in the Assaka Watershed, Morocco","publication_year":2023,"publication_date":"2023-06-28","ids":{"openalex":"https://openalex.org/W4382394728","doi":"https://doi.org/10.12911/22998993/165958"},"language":"en","primary_location":{"id":"doi:10.12911/22998993/165958","doi":"https://doi.org/10.12911/22998993/165958","is_oa":true,"landing_page_url":"https://doi.org/10.12911/22998993/165958","pdf_url":"http://www.jeeng.net/pdf-165958-91858?filename=A Comparative Analysis of.pdf","source":{"id":"https://openalex.org/S2764543046","display_name":"Journal of Ecological Engineering","issn_l":"2081-139X","issn":["2081-139X","2299-8993","2392-0629"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","poland-20","poland-70"],"host_organization":"https://openalex.org/P4310317489","host_organization_name":"Polish Society of Ecological Engineering","host_organization_lineage":["https://openalex.org/P4310317489"],"host_organization_lineage_names":["Polish Society of Ecological Engineering"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ecological Engineering","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4382394728"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://www.jeeng.net/pdf-165958-91858?filename=A Comparative Analysis of.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038845385","display_name":"Achraf Khaddari","orcid":"https://orcid.org/0000-0002-3585-9806","observed_orcids":["https://orcid.org/0000-0002-3585-9806"]},"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":true,"raw_author_name":"Achraf Khaddari","raw_affiliation_strings":["Laboratory of Geosciences, Department of Geology, Faculty of Sciences, Ibn Tofail University, 133, Kenitra, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-3585-9806","affiliations":[{"raw_affiliation_string":"Laboratory of Geosciences, Department of Geology, Faculty of Sciences, Ibn Tofail University, 133, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033958507","display_name":"Abdessamad Jari","orcid":"https://orcid.org/0000-0001-9091-1817","observed_orcids":["https://orcid.org/0000-0001-9091-1817"]},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdessamad Jari","raw_affiliation_strings":["Laboratory of Geomatic, Georesources and Environment, Faculty of Sciences and Techniques, Sultan Moulay Slimane University, 23000 Beni Mellal, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-9091-1817","affiliations":[{"raw_affiliation_string":"Laboratory of Geomatic, Georesources and Environment, Faculty of Sciences and Techniques, Sultan Moulay Slimane University, 23000 Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054832215","display_name":"Sa\u00efd Chakiri","orcid":"https://orcid.org/0000-0001-7781-1192","observed_orcids":["https://orcid.org/0000-0001-7781-1192"]},"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":"Sa\u00efd Chakiri","raw_affiliation_strings":["Laboratory of Geosciences, Department of Geology, Faculty of Sciences, Ibn Tofail University, 133, Kenitra, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-7781-1192","affiliations":[{"raw_affiliation_string":"Laboratory of Geosciences, Department of Geology, Faculty of Sciences, Ibn Tofail University, 133, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032976335","display_name":"Hassan El Hadi","orcid":"https://orcid.org/0000-0003-1041-3821","observed_orcids":["https://orcid.org/0000-0003-1041-3821"]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hassan El Hadi","raw_affiliation_strings":["Geodynamics Laboratory of Old Chains, Department of Geology, Faculty of Sciences Ben M'Sik, Hassan II University, 7955 Casablanca, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-1041-3821","affiliations":[{"raw_affiliation_string":"Geodynamics Laboratory of Old Chains, Department of Geology, Faculty of Sciences Ben M'Sik, Hassan II University, 7955 Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080118606","display_name":"Allal Labriki","orcid":"https://orcid.org/0009-0002-3328-740X","observed_orcids":["https://orcid.org/0009-0002-3328-740X"]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Allal Labriki","raw_affiliation_strings":["Geodynamics Laboratory of Old Chains, Department of Geology, Faculty of Sciences Ben M'Sik, Hassan II University, 7955 Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geodynamics Laboratory of Old Chains, Department of Geology, Faculty of Sciences Ben M'Sik, Hassan II University, 7955 Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069247681","display_name":"Soufiane Hajaj","orcid":"https://orcid.org/0000-0003-0405-4025","observed_orcids":["https://orcid.org/0000-0003-0405-4025"]},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Soufiane Hajaj","raw_affiliation_strings":["Laboratory of Geomatic, Georesources and Environment, Faculty of Sciences and Techniques, Sultan Moulay Slimane University, 23000 Beni Mellal, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-0405-4025","affiliations":[{"raw_affiliation_string":"Laboratory of Geomatic, Georesources and Environment, Faculty of Sciences and Techniques, Sultan Moulay Slimane University, 23000 Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005383613","display_name":"Abderrazak El Harti","orcid":"https://orcid.org/0000-0003-3976-4588","observed_orcids":["https://orcid.org/0000-0003-3976-4588"]},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abderrazak El Harti","raw_affiliation_strings":["Laboratory of Geomatic, Georesources and Environment, Faculty of Sciences and Techniques, Sultan Moulay Slimane University, 23000 Beni Mellal, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-3976-4588","affiliations":[{"raw_affiliation_string":"Laboratory of Geomatic, Georesources and Environment, Faculty of Sciences and Techniques, Sultan Moulay Slimane University, 23000 Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092350231","display_name":"Lahcen Goumghar","orcid":"https://orcid.org/0000-0003-3069-3808","observed_orcids":["https://orcid.org/0000-0003-3069-3808"]},"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":"Lahcen Goumghar","raw_affiliation_strings":["Natural Resources and Sustainable Development Laboratory, Faculty of Sciences, Ibn Tofail University, Kenitra 133, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-3069-3808","affiliations":[{"raw_affiliation_string":"Natural Resources and Sustainable Development Laboratory, Faculty of Sciences, Ibn Tofail University, Kenitra 133, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053209526","display_name":"Mohamed Abioui","orcid":"https://orcid.org/0000-0002-6331-1442","observed_orcids":["https://orcid.org/0000-0002-6331-1442"]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["MA","PT"],"is_corresponding":false,"raw_author_name":"Mohamed Abioui","raw_affiliation_strings":["Geosciences, Environment and Geomatics Laboratory, Department of Earth Sciences, Faculty of Sciences, Ibnou Zohr University, Agadir 80000, Morocco","MARE-Marine and Environmental Sciences Centre, Sedimentary Geology Group, Department of Earth Sciences, Faculty of Sciences and Technology, University of Coimbra, Coimbra 3030-790, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6331-1442","affiliations":[{"raw_affiliation_string":"Geosciences, Environment and Geomatics Laboratory, Department of Earth Sciences, Faculty of Sciences, Ibnou Zohr University, Agadir 80000, Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"MARE-Marine and Environmental Sciences Centre, Sedimentary Geology Group, Department of Earth Sciences, Faculty of Sciences and Technology, University of Coimbra, Coimbra 3030-790, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038845385"],"corresponding_institution_ids":["https://openalex.org/I3121676899"],"apc_list":{"value":1400,"currency":"PLN","value_usd":330},"apc_paid":{"value":1400,"currency":"PLN","value_usd":330},"fwci":1.8805,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.84736168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"24","issue":"8","first_page":"62","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9922000169754028,"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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9922000169754028,"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/T10535","display_name":"Landslides and related hazards","score":0.004100000020116568,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T12543","display_name":"Groundwater and Watershed Analysis","score":0.0012000000569969416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flood-susceptibility-mapping","display_name":"flood susceptibility mapping","score":0.9990000128746033},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"analytic hierarchy process","score":0.9049999713897705},{"id":"https://openalex.org/keywords/fuzzy-modeling","display_name":"fuzzy modeling","score":0.8309999704360962},{"id":"https://openalex.org/keywords/flow-accumulation","display_name":"flow accumulation","score":0.6039999723434448},{"id":"https://openalex.org/keywords/land-use-and-land-cover","display_name":"land use and land cover","score":0.8899999856948853},{"id":"https://openalex.org/keywords/lithology","display_name":"lithology","score":0.9279999732971191},{"id":"https://openalex.org/keywords/rainfall","display_name":"rainfall","score":0.7210000157356262},{"id":"https://openalex.org/keywords/fuzzy-operators","display_name":"fuzzy operators","score":0.6539999842643738},{"id":"https://openalex.org/keywords/flood-risk-assessment","display_name":"flood risk assessment","score":0.4309999942779541},{"id":"https://openalex.org/keywords/watershed-management","display_name":"watershed management","score":0.5199999809265137}],"concepts":[{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.6863361597061157},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6549872159957886},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6442921757698059},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5081171989440918},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4858664870262146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43407049775123596},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37897989153862},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.34685689210891724},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3241347074508667},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30200254917144775},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22948747873306274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17518389225006104},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.10722792148590088},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07841548323631287},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0667826235294342},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.06506803631782532},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.12911/22998993/165958","doi":"https://doi.org/10.12911/22998993/165958","is_oa":true,"landing_page_url":"https://doi.org/10.12911/22998993/165958","pdf_url":"http://www.jeeng.net/pdf-165958-91858?filename=A Comparative Analysis of.pdf","source":{"id":"https://openalex.org/S2764543046","display_name":"Journal of Ecological Engineering","issn_l":"2081-139X","issn":["2081-139X","2299-8993","2392-0629"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","poland-20","poland-70"],"host_organization":"https://openalex.org/P4310317489","host_organization_name":"Polish Society of Ecological Engineering","host_organization_lineage":["https://openalex.org/P4310317489"],"host_organization_lineage_names":["Polish Society of Ecological Engineering"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ecological Engineering","raw_type":"journal-article"},{"id":"pmh:oai:estudogeral.uc.pt:10316/114600","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10316/114600","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.12911/22998993/165958","doi":"https://doi.org/10.12911/22998993/165958","is_oa":true,"landing_page_url":"https://doi.org/10.12911/22998993/165958","pdf_url":"http://www.jeeng.net/pdf-165958-91858?filename=A Comparative Analysis of.pdf","source":{"id":"https://openalex.org/S2764543046","display_name":"Journal of Ecological Engineering","issn_l":"2081-139X","issn":["2081-139X","2299-8993","2392-0629"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","poland-20","poland-70"],"host_organization":"https://openalex.org/P4310317489","host_organization_name":"Polish Society of Ecological Engineering","host_organization_lineage":["https://openalex.org/P4310317489"],"host_organization_lineage_names":["Polish Society of Ecological Engineering"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ecological Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8571000099182129,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2824696408","display_name":"Rede de Infraestruturas em Investiga\u00e7\u00e3o Aqu\u00e1tica","funder_award_id":"LA/P/0069/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3748091735","display_name":null,"funder_award_id":"UIDP/04292","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3860653406","display_name":"Centro de Ci\u00eancias do Mar e do Ambiente","funder_award_id":"UIDB/04292/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8791540707","display_name":"Centro de Ci\u00eancias do Mar e do Ambiente","funder_award_id":"UIDP/04292/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382394728.pdf","grobid_xml":"https://content.openalex.org/works/W4382394728.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W1186112364","https://openalex.org/W1483082204","https://openalex.org/W1567143882","https://openalex.org/W1573850709","https://openalex.org/W1792626056","https://openalex.org/W1979081224","https://openalex.org/W2003938839","https://openalex.org/W2005651838","https://openalex.org/W2019510146","https://openalex.org/W2020407132","https://openalex.org/W2027277290","https://openalex.org/W2030477596","https://openalex.org/W2113291780","https://openalex.org/W2144051257","https://openalex.org/W2152901131","https://openalex.org/W2155467150","https://openalex.org/W2179526527","https://openalex.org/W2290380888","https://openalex.org/W2293105119","https://openalex.org/W2294233453","https://openalex.org/W2316433864","https://openalex.org/W2328176404","https://openalex.org/W2471873239","https://openalex.org/W2528028090","https://openalex.org/W2531349172","https://openalex.org/W2549184242","https://openalex.org/W2585206336","https://openalex.org/W2596245284","https://openalex.org/W2602747838","https://openalex.org/W2604912589","https://openalex.org/W2741186882","https://openalex.org/W2790144161","https://openalex.org/W2790329772","https://openalex.org/W2793429606","https://openalex.org/W2906318472","https://openalex.org/W2907706804","https://openalex.org/W2911744948","https://openalex.org/W2923153689","https://openalex.org/W2943939976","https://openalex.org/W2973227822","https://openalex.org/W2981493751","https://openalex.org/W2996701347","https://openalex.org/W2997387142","https://openalex.org/W2998297225","https://openalex.org/W3005811618","https://openalex.org/W3032190511","https://openalex.org/W3043213779","https://openalex.org/W3049213504","https://openalex.org/W3049627838","https://openalex.org/W3089294670","https://openalex.org/W3089402016","https://openalex.org/W3094132948","https://openalex.org/W3097399093","https://openalex.org/W3097573100","https://openalex.org/W3157231415","https://openalex.org/W3165728248","https://openalex.org/W3172606366","https://openalex.org/W3198066336","https://openalex.org/W3209754854","https://openalex.org/W3217077968","https://openalex.org/W4206476436","https://openalex.org/W4207087717","https://openalex.org/W4230704126","https://openalex.org/W4239926717","https://openalex.org/W4286816533","https://openalex.org/W4288431699","https://openalex.org/W4293375469","https://openalex.org/W4297534011","https://openalex.org/W4303968569","https://openalex.org/W4318711276","https://openalex.org/W4318768881","https://openalex.org/W6677752386","https://openalex.org/W6758652401"],"related_works":["https://openalex.org/W3089402016","https://openalex.org/W4391144571","https://openalex.org/W3003715176","https://openalex.org/W2997387142","https://openalex.org/W4401670118","https://openalex.org/W2989690038","https://openalex.org/W4298139819","https://openalex.org/W4404371295","https://openalex.org/W3165728248","https://openalex.org/W6920541386"],"abstract_inverted_index":{"The":[0],"Assaka":[1,240],"watershed":[2],"is":[3,16,244],"one":[4],"of":[5,102,143,167,212,216,238,253,262,287],"the":[6,10,20,52,62,74,92,100,112,116,148,168,172,177,184,197,200,213,224,235,239,263,269,275],"largest":[7],"watersheds":[8],"in":[9,13,51,61,285],"Guelmim":[11],"region":[12],"southern":[14],"Morocco.It":[15],"frequently":[17],"exposed":[18],"to":[19,54,73,229,249,294],"many":[21,29],"flooding":[22],"events":[23],"that":[24,176],"can":[25,232],"be":[26],"responsible":[27],"for":[28,111],"costly":[30],"human":[31],"and":[32,46,81,89,162,190,220,260,274,290],"material":[33],"damages.This":[34],"work":[35],"illustrates":[36],"a":[37,56,210,247],"decision-making":[38],"methodology":[39],"based":[40],"on":[41],"Analytical":[42],"Hierarchy":[43],"Process":[44],"(AHP)":[45],"Fuzzy":[47],"Logic":[48],"Modelling":[49],"(FLM),":[50],"order":[53],"perform":[55],"useful":[57],"flood":[58,117,124,236,280],"susceptibility":[59,83,118,237],"mapping":[60,169,208],"study":[63,265],"area.Seven":[64],"decisive":[65],"factors":[66],"were":[67,85,120],"introduced,":[68],"namely,":[69],"flow":[70],"accumulation,":[71],"distance":[72],"hydrographic":[75],"network,":[76],"elevation,":[77],"slope,":[78],"LULC,":[79],"lithology,":[80],"rainfall.The":[82],"maps":[84],"obtained":[86],"after":[87,95],"normalization":[88],"weighting":[90],"using":[91,171,268],"AHP,":[93],"while":[94],"Fuzzification":[96],"as":[97,99,227],"well":[98],"application":[101],"fuzzy":[103,113,185,191,218,270],"operators":[104],"(OR,":[105],"SUM,":[106],"PRODUCT,":[107],"AND,":[108],"GAMMA":[109],"0.9)":[110],"logic":[114,219,271],"methods.Thereafter,":[115],"zones":[119],"distributed":[121],"into":[122],"five":[123],"intensity":[125],"classes":[126],"with":[127,156],"very":[128,134,250],"high,":[129,130],"medium,":[131],"low,":[132],"and,":[133],"low":[135],"susceptibility.Then":[136],"validated":[137],"by":[138,147,246],"field":[139],"observations,":[140],"an":[141],"inventory":[142],"flood-prone":[144],"sites":[145,161],"identified":[146],"Draa":[149],"Oued":[150],"Noun":[151],"Hydraulic":[152],"Watershed":[153],"Agency":[154],"(DONHBA)":[155],"71":[157],"carefully":[158],"selected":[159],"floodprone":[160],"GeoEye-1":[163],"satellite":[164],"images.The":[165],"assessment":[166],"results":[170,179],"ROC":[173],"curve":[174],"shows":[175,206],"best":[178],"are":[180],"derived":[181],"from":[182],"applying":[183],"SUM":[186,217],"(AUC":[187,193,203],"=":[188,194,204],"0.901)":[189],"OR":[192],"0.896)":[195],"operators.On":[196],"other":[198],"hand,":[199],"AHP":[201,221,276],"method":[202],"0.893)":[205],"considerable":[207],"results.Then,":[209],"comparison":[211],"two":[214,225],"methods":[215],"allowed":[222],"considering":[223],"techniques":[226],"complementary":[228],"each":[230],"other.They":[231],"accurately":[233],"model":[234],"watershed.Specifically,":[241],"this":[242],"area":[243,266],"characterized":[245],"high":[248,251],"risk":[252],"flooding,":[254],"which":[255],"was":[256],"estimated":[257],"at":[258],"67%":[259],"30%":[261],"total":[264],"coverage":[267],"(SUM":[272],"operator)":[273],"methods,":[277],"respectively.Highly":[278],"susceptible":[279],"areas":[281],"require":[282],"immediate":[283],"action":[284],"terms":[286],"planning,":[288],"development,":[289],"land":[291],"use":[292],"management":[293],"avoid":[295],"any":[296],"dramatic":[297],"disaster.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2023-06-29T00:00:00"}
