{"id":"https://openalex.org/W7203620649","doi":"https://doi.org/10.3390/geohazards7030099","title":"Regional Sensitivity Analysis of Slope Stability in Weathered Marly Soils: Parameter Ranking and Threshold Robustness at Moulay Yacoub, Morocco","display_name":"Regional Sensitivity Analysis of Slope Stability in Weathered Marly Soils: Parameter Ranking and Threshold Robustness at Moulay Yacoub, Morocco","publication_year":2026,"publication_date":"2026-08-16","ids":{"openalex":"https://openalex.org/W7203620649","doi":"https://doi.org/10.3390/geohazards7030099"},"language":"en","primary_location":{"id":"doi:10.3390/geohazards7030099","doi":"https://doi.org/10.3390/geohazards7030099","is_oa":true,"landing_page_url":"https://doi.org/10.3390/geohazards7030099","pdf_url":null,"source":{"id":"https://openalex.org/S4210232005","display_name":"GeoHazards","issn_l":"2624-795X","issn":["2624-795X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GeoHazards","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/geohazards7030099","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139583280","display_name":"Asmae El karma","orcid":"https://orcid.org/0009-0005-6613-660X","observed_orcids":["https://orcid.org/0009-0005-6613-660X"]},"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":true,"raw_author_name":"Asmae El Karma","raw_affiliation_strings":["Laboratory of Complex Cyber Physical Systems, National Higher School of Arts and Crafts of Casablanca, Hassan II University of Casablanca, 150 Boulevard du Nil, Casablanca 20670, Morocco"],"raw_orcid":"https://orcid.org/0009-0005-6613-660X","affiliations":[{"raw_affiliation_string":"Laboratory of Complex Cyber Physical Systems, National Higher School of Arts and Crafts of Casablanca, Hassan II University of Casablanca, 150 Boulevard du Nil, Casablanca 20670, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012096081","display_name":"Benaissa Kissi","orcid":"https://orcid.org/0000-0002-6103-1164","observed_orcids":["https://orcid.org/0000-0002-6103-1164"]},"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":"Benaissa Kissi","raw_affiliation_strings":["Laboratory of Complex Cyber Physical Systems, National Higher School of Arts and Crafts of Casablanca, Hassan II University of Casablanca, 150 Boulevard du Nil, Casablanca 20670, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Complex Cyber Physical Systems, National Higher School of Arts and Crafts of Casablanca, Hassan II University of Casablanca, 150 Boulevard du Nil, Casablanca 20670, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044347019","display_name":"Hamza Khatib","orcid":"https://orcid.org/0000-0002-1486-2264","observed_orcids":["https://orcid.org/0000-0002-1486-2264"]},"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":"Hamza Khatib","raw_affiliation_strings":["Laboratory of Complex Cyber Physical Systems, National Higher School of Arts and Crafts of Casablanca, Hassan II University of Casablanca, 150 Boulevard du Nil, Casablanca 20670, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Complex Cyber Physical Systems, National Higher School of Arts and Crafts of Casablanca, Hassan II University of Casablanca, 150 Boulevard du Nil, Casablanca 20670, Morocco","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5139583280"],"corresponding_institution_ids":["https://openalex.org/I99297268"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1207},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1207},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"3","first_page":"99","last_page":"99"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.002400000113993883,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/slope-stability","display_name":"slope stability","score":0.9679999947547913},{"id":"https://openalex.org/keywords/cohesion","display_name":"cohesion","score":0.36800000071525574},{"id":"https://openalex.org/keywords/parameter-ranking","display_name":"parameter ranking","score":0.5640000104904175},{"id":"https://openalex.org/keywords/safety-factor","display_name":"safety factor","score":0.8970000147819519},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.5490000247955322},{"id":"https://openalex.org/keywords/slope-height","display_name":"slope height","score":0.3840000033378601},{"id":"https://openalex.org/keywords/angle-of-internal-friction","display_name":"internal friction angle","score":0.8130000233650208},{"id":"https://openalex.org/keywords/slope-gradient","display_name":"slope gradient","score":0.7799999713897705},{"id":"https://openalex.org/keywords/unit-weight","display_name":"unit weight","score":0.7310000061988831},{"id":"https://openalex.org/keywords/bishop-s-simplified-method","display_name":"Bishop's simplified method","score":0.6759999990463257}],"concepts":[{"id":"https://openalex.org/C110069353","wikidata":"https://www.wikidata.org/wiki/Q961278","display_name":"Slope stability","level":2,"score":0.722100019454956},{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.6592000126838684},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4880000054836273},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.46880000829696655},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4602000117301941},{"id":"https://openalex.org/C92927620","wikidata":"https://www.wikidata.org/wiki/Q184053","display_name":"Marl","level":3,"score":0.4494999945163727},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.43790000677108765},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.42410001158714294},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.41100001335144043},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.3919000029563904},{"id":"https://openalex.org/C2992277244","wikidata":"https://www.wikidata.org/wiki/Q82580","display_name":"Friction angle","level":2,"score":0.3912000060081482},{"id":"https://openalex.org/C20820323","wikidata":"https://www.wikidata.org/wiki/Q6496514","display_name":"Latin hypercube sampling","level":3,"score":0.36250001192092896},{"id":"https://openalex.org/C16757182","wikidata":"https://www.wikidata.org/wiki/Q33456","display_name":"Power function","level":2,"score":0.3287000060081482},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.32850000262260437},{"id":"https://openalex.org/C107924113","wikidata":"https://www.wikidata.org/wiki/Q961278","display_name":"Slope stability analysis","level":3,"score":0.3073999881744385},{"id":"https://openalex.org/C2992072643","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Slope failure","level":3,"score":0.29649999737739563},{"id":"https://openalex.org/C167660697","wikidata":"https://www.wikidata.org/wiki/Q961278","display_name":"Slope stability probability classification","level":4,"score":0.29010000824928284},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C41151612","wikidata":"https://www.wikidata.org/wiki/Q5280388","display_name":"Direct shear test","level":3,"score":0.2718999981880188},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.2644999921321869},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.25949999690055847}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/geohazards7030099","doi":"https://doi.org/10.3390/geohazards7030099","is_oa":true,"landing_page_url":"https://doi.org/10.3390/geohazards7030099","pdf_url":null,"source":{"id":"https://openalex.org/S4210232005","display_name":"GeoHazards","issn_l":"2624-795X","issn":["2624-795X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GeoHazards","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ef8225f8ef1344d09e9640f26b95143a","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/ef8225f8ef1344d09e9640f26b95143a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GeoHazards, Vol 7, Iss 3, p 99 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/geohazards7030099","doi":"https://doi.org/10.3390/geohazards7030099","is_oa":true,"landing_page_url":"https://doi.org/10.3390/geohazards7030099","pdf_url":null,"source":{"id":"https://openalex.org/S4210232005","display_name":"GeoHazards","issn_l":"2624-795X","issn":["2624-795X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GeoHazards","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1977019457","https://openalex.org/W1981945314","https://openalex.org/W2004579896","https://openalex.org/W2022349706","https://openalex.org/W2041495753","https://openalex.org/W2053873802","https://openalex.org/W2058292027","https://openalex.org/W2081264948","https://openalex.org/W2082790669","https://openalex.org/W2101589741","https://openalex.org/W2145185680","https://openalex.org/W2152120135","https://openalex.org/W2287992427","https://openalex.org/W2312062840","https://openalex.org/W2568283272","https://openalex.org/W2792546905","https://openalex.org/W2930595742","https://openalex.org/W3025861552","https://openalex.org/W3211544365","https://openalex.org/W4281738286","https://openalex.org/W4283155499","https://openalex.org/W4311626482","https://openalex.org/W4388725752","https://openalex.org/W4400817891","https://openalex.org/W4407712084","https://openalex.org/W4409409378","https://openalex.org/W4410536594","https://openalex.org/W4415296898","https://openalex.org/W4416412875","https://openalex.org/W7081946680","https://openalex.org/W7127272762","https://openalex.org/W7155806719","https://openalex.org/W7163868672"],"related_works":["https://openalex.org/W2327459925","https://openalex.org/W826503182","https://openalex.org/W239617358","https://openalex.org/W1000533130","https://openalex.org/W7159777857","https://openalex.org/W1990699550","https://openalex.org/W2350303092","https://openalex.org/W2116120504","https://openalex.org/W155583421","https://openalex.org/W2354235262"],"abstract_inverted_index":{"Weathered":[0],"marl":[1,189],"hillslopes":[2],"fail":[3],"repeatedly":[4],"across":[5],"peri-urban":[6],"Morocco,":[7],"yet":[8],"engineers":[9],"investigating":[10],"them":[11],"rarely":[12],"know":[13],"which":[14],"soil":[15],"or":[16],"geometric":[17],"property":[18],"most":[19],"deserves":[20],"their":[21],"limited":[22],"testing":[23],"budget.":[24],"This":[25],"study":[26],"answers":[27],"that":[28,158,166],"question":[29],"for":[30],"the":[31,38,44,47,84,108,113,151,159,167],"landslide-prone":[32],"slopes":[33],"of":[34,46,49,86,123,131,161,170],"Moulay":[35],"Yacoub,":[36],"in":[37,94,187],"northern":[39],"pre-Rifian":[40],"domain,":[41],"by":[42,90,115],"ranking":[43],"sensitivity":[45,98,106,125],"factor":[48],"safety":[50],"(FoS)":[51],"to":[52],"cohesion":[53,162,193],"(c),":[54],"friction":[55,135],"angle":[56,66,136,141,172],"(\u03c6),":[57],"unit":[58,145],"weight":[59,146],"(\u03b3),":[60],"slope":[61,65,132,140,171],"height":[62,133],"(H)":[63],"and":[64,96,134,144,165],"(\u03b2)":[67],"under":[68],"dry,":[69],"deep-water-table":[70],"conditions.":[71],"Latin":[72],"hypercube":[73],"sampling":[74],"generated":[75],"400":[76],"configurations":[77],"over":[78],"ranges":[79],"drawn":[80],"from":[81],"site":[82],"data;":[83],"FoS":[85,127],"each":[87],"was":[88],"computed":[89],"Bishop\u2019s":[91],"simplified":[92],"method":[93],"Talren,":[95],"regional":[97],"analysis\u2014the":[99],"two-sample":[100],"Kolmogorov\u2013Smirnov":[101],"statistic":[102],"with":[103],"a":[104,116,177,182],"relative":[105],"index\u2014ranked":[107],"five":[109],"inputs.":[110],"Cohesion":[111],"governs":[112],"response":[114],"wide":[117],"margin":[118],"(D":[119,137],"=":[120,128],"0.470;":[121],"38.2%":[122],"total":[124],"at":[126,153,173],"1.2),":[129],"ahead":[130],"\u2248":[138],"0.26);":[139],"is":[142,147,163,176],"marginal,":[143],"not":[148,181],"discriminating.":[149],"Repeating":[150],"analysis":[152],"four":[154],"thresholds":[155,175],"(1.1\u20131.4)":[156],"shows":[157],"primacy":[160],"threshold-independent,":[164],"apparent":[168],"significance":[169],"stricter":[174],"statistical":[178],"power":[179],"effect,":[180],"mechanical":[183],"one.":[184],"Site":[185],"investigation":[186],"comparable":[188],"settings":[190],"should":[191],"prioritise":[192],"characterisation.":[194]},"counts_by_year":[],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2026-08-18T00:00:00"}
