{"id":"https://openalex.org/W4396828069","doi":"https://doi.org/10.1016/j.qsa.2024.100191","title":"Landslide susceptibility modeling in the Kulfo river catchment, rift valley, Ethiopia: An integrated geospatial and statistical analysis","display_name":"Landslide susceptibility modeling in the Kulfo river catchment, rift valley, Ethiopia: An integrated geospatial and statistical analysis","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396828069","doi":"https://doi.org/10.1016/j.qsa.2024.100191"},"language":"en","primary_location":{"id":"doi:10.1016/j.qsa.2024.100191","doi":"https://doi.org/10.1016/j.qsa.2024.100191","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.qsa.2024.100191","pdf_url":null,"source":{"id":"https://openalex.org/S4210225047","display_name":"Quaternary Science Advances","issn_l":"2666-0334","issn":["2666-0334"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quaternary Science Advances","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/10.1016/j.qsa.2024.100191","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5097632871","display_name":"Tsedal Mulugeta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Tsedal Mulugeta","raw_affiliation_strings":["Department of Geology, College of Natural and Computational Sciences, Arba Minch University, Arba Minch, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology, College of Natural and Computational Sciences, Arba Minch University, Arba Minch, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090283214","display_name":"Leulalem Shano","orcid":"https://orcid.org/0000-0001-7686-2799","observed_orcids":["https://orcid.org/0000-0001-7686-2799"]},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Leulalem Shano","raw_affiliation_strings":["Department of Geology, College of Natural and Computational Sciences, Arba Minch University, Arba Minch, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology, College of Natural and Computational Sciences, Arba Minch University, Arba Minch, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001273263","display_name":"Muralitharan Jothimani","orcid":"https://orcid.org/0000-0002-3766-0665","observed_orcids":["https://orcid.org/0000-0002-3766-0665"]},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Muralitharan Jothimani","raw_affiliation_strings":["Department of Geology, College of Natural and Computational Sciences, Arba Minch University, Arba Minch, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0002-3766-0665","affiliations":[{"raw_affiliation_string":"Department of Geology, College of Natural and Computational Sciences, Arba Minch University, Arba Minch, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001273263"],"corresponding_institution_ids":["https://openalex.org/I42869670"],"apc_list":{"value":1880,"currency":"USD","value_usd":1880},"apc_paid":{"value":1880,"currency":"USD","value_usd":1880},"fwci":4.8968,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94531701,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":null,"first_page":"100191","last_page":"100191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":1.0,"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/T10889","display_name":"Soil erosion and sediment transport","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T12729","display_name":"Tree Root and Stability Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"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/landslide-susceptibility","display_name":"landslide susceptibility","score":0.968999981880188},{"id":"https://openalex.org/keywords/frequency-ratio-model","display_name":"frequency ratio model","score":0.8429999947547913},{"id":"https://openalex.org/keywords/landslide-inventory","display_name":"landslide inventory","score":0.7549999952316284},{"id":"https://openalex.org/keywords/landslide-influencing-factors","display_name":"landslide causative factors","score":0.515999972820282},{"id":"https://openalex.org/keywords/slope","display_name":"slope","score":0.32499998807907104},{"id":"https://openalex.org/keywords/lithology","display_name":"lithology","score":0.8240000009536743},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"NDVI","score":0.8309999704360962},{"id":"https://openalex.org/keywords/land-use-land-cover","display_name":"land use/land cover","score":0.847000002861023},{"id":"https://openalex.org/keywords/landslide-hazard-mapping","display_name":"landslide hazard mapping","score":0.6589999794960022},{"id":"https://openalex.org/keywords/landslide-mitigation","display_name":"landslide mitigation","score":0.6380000114440918},{"id":"https://openalex.org/keywords/ethiopian-rift","display_name":"Ethiopian Rift Valley","score":0.8309999704360962}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7974938154220581},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.6531575918197632},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5634387135505676},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5238989591598511},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.4741322994232178},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.433460533618927},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.43301820755004883},{"id":"https://openalex.org/C39410599","wikidata":"https://www.wikidata.org/wiki/Q3433179","display_name":"Natural hazard","level":2,"score":0.41330695152282715},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.40692710876464844},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.4036726951599121},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3772776126861572},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.34719422459602356},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.3000717759132385},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.293928325176239},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.10206469893455505},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.qsa.2024.100191","doi":"https://doi.org/10.1016/j.qsa.2024.100191","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.qsa.2024.100191","pdf_url":null,"source":{"id":"https://openalex.org/S4210225047","display_name":"Quaternary Science Advances","issn_l":"2666-0334","issn":["2666-0334"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quaternary Science Advances","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2e65aa8a37ae4eda9b1672b6d126141f","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/2e65aa8a37ae4eda9b1672b6d126141f","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":"Quaternary Science Advances, Vol 14, Iss , Pp 100191- (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.qsa.2024.100191","doi":"https://doi.org/10.1016/j.qsa.2024.100191","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.qsa.2024.100191","pdf_url":null,"source":{"id":"https://openalex.org/S4210225047","display_name":"Quaternary Science Advances","issn_l":"2666-0334","issn":["2666-0334"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quaternary Science Advances","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4390000104904175,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1749922565","https://openalex.org/W1862224285","https://openalex.org/W1994214164","https://openalex.org/W2008504358","https://openalex.org/W2030346638","https://openalex.org/W2063881968","https://openalex.org/W2078971766","https://openalex.org/W2082657215","https://openalex.org/W2084703733","https://openalex.org/W2093630784","https://openalex.org/W2105714409","https://openalex.org/W2114688767","https://openalex.org/W2116864993","https://openalex.org/W2128056728","https://openalex.org/W2138603855","https://openalex.org/W2147373555","https://openalex.org/W2314123773","https://openalex.org/W2329793375","https://openalex.org/W2524483710","https://openalex.org/W2567326027","https://openalex.org/W2567854072","https://openalex.org/W2584860397","https://openalex.org/W2620826624","https://openalex.org/W2762568546","https://openalex.org/W2784259071","https://openalex.org/W2791347111","https://openalex.org/W2791665776","https://openalex.org/W2896462232","https://openalex.org/W2911769352","https://openalex.org/W2913429098","https://openalex.org/W2946983609","https://openalex.org/W2948200094","https://openalex.org/W2997420666","https://openalex.org/W3035223767","https://openalex.org/W3125695498","https://openalex.org/W3127947978","https://openalex.org/W3146726216","https://openalex.org/W3152403848","https://openalex.org/W3165858634","https://openalex.org/W3167769881","https://openalex.org/W4206643270","https://openalex.org/W4214528502","https://openalex.org/W4224073511","https://openalex.org/W4285586867","https://openalex.org/W4327967380","https://openalex.org/W4390474433","https://openalex.org/W4393388585"],"related_works":["https://openalex.org/W4405443013","https://openalex.org/W4388700333","https://openalex.org/W4414305929","https://openalex.org/W4405931754","https://openalex.org/W3108645677","https://openalex.org/W4410700003","https://openalex.org/W4408735538","https://openalex.org/W4405931911","https://openalex.org/W4393388585","https://openalex.org/W4401396922"],"abstract_inverted_index":{"Landslides":[0],"occur":[1],"when":[2],"debris,":[3],"rocks,":[4],"or":[5],"soil":[6],"particles":[7],"move":[8],"downward.":[9],"Examining":[10],"the":[11,23,28,36,42,48,54,90,149,182,189,192,199,202,208,213,221,237,250],"susceptibility":[12,197],"of":[13,25,44,58,80,92,148,170,181,191,195,224,232,239,252],"landslides":[14,26,45,93,153,253],"is":[15],"essential":[16],"for":[17,261],"safeguarding":[18],"human":[19],"well-being":[20],"and":[21,31,77,111,129,259],"assessing":[22],"consequences":[24],"on":[27,124,207,246],"natural":[29],"surroundings":[30],"ecosystems.":[32],"This":[33,82],"study":[34,83,131,211,241],"utilized":[35],"frequency":[37,158],"ratio":[38,159],"technique":[39],"to":[40,62,88,109,152,176,242,248,256],"evaluate":[41],"probability":[43,91],"happening":[46],"in":[47,53,254],"Kulfo":[49],"River":[50],"watershed,":[51],"situated":[52],"Rift":[55],"Valley":[56],"area":[57,132,151,200,219],"Ethiopia.":[59],"In":[60],"order":[61],"ensure":[63],"a":[64,85,141,157,228],"comprehensive":[65,142],"analysis,":[66],"many":[67],"data":[68],"sources":[69],"were":[70,121],"employed,":[71],"including":[72],"satellite":[73],"images,":[74],"geological":[75],"data,":[76],"historical":[78],"records":[79],"landslides.":[81],"developed":[84],"systematic":[86],"approach":[87],"assess":[89],"by":[94,187,198],"considering":[95],"ten":[96,118],"(10)":[97],"influential":[98,119],"factors:":[99],"land":[100,257],"use/land":[101],"cover,":[102],"slope,":[103],"aspect,":[104],"elevation,":[105],"curvature,":[106],"lithology,":[107],"proximity":[108],"lineament,":[110],"normalized":[112],"difference":[113],"vegetation":[114],"index":[115],"(NDVI).":[116],"The":[117,134,146,179],"elements":[120,137],"prioritised":[122],"based":[123],"literature":[125],"review,":[126],"expert":[127],"knowledge,":[128],"preliminary":[130],"analysis.":[133],"aforementioned":[135],"causal":[136],"are":[138],"integrated":[139],"with":[140],"landslide":[143,196],"inventory":[144],"map.":[145],"sensitivity":[147],"study's":[150],"was":[154,164,185],"mapped":[155],"using":[156],"(FR)":[160],"model.":[161],"Subsequently,":[162],"it":[163],"classified":[165],"as":[166],"representing":[167],"various":[168],"degrees":[169],"vulnerability,":[171],"spanning":[172],"from":[173],"extremely":[174],"minimal":[175],"quite":[177],"significant.":[178],"effectiveness":[180],"suggested":[183],"model":[184],"measured":[186],"evaluating":[188],"accuracy":[190],"generated":[193],"map":[194],"under":[201,220],"curve":[203,216,222],"(AUC)":[204,223],"technique.":[205],"Based":[206],"most":[209],"recent":[210],"results,":[212],"success":[214],"rate":[215],"has":[217],"an":[218],"79.6%,":[225],"which":[226],"indicates":[227],"highly":[229],"satisfactory":[230],"level":[231],"performance.":[233],"Policymakers":[234],"may":[235],"utilize":[236],"findings":[238],"this":[240],"make":[243],"educated":[244],"decisions":[245],"how":[247],"mitigate":[249],"risks":[251],"relation":[255],"use":[258],"preparedness":[260],"disasters.":[262]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-05-12T00:00:00"}
