{"id":"https://openalex.org/W4393130174","doi":"https://doi.org/10.1016/j.qsa.2024.100180","title":"Landslide susceptibility evaluation in the Beas River Basin of North-Western Himalaya: A geospatial analysis employing the Analytical Hierarchy Process (AHP) method","display_name":"Landslide susceptibility evaluation in the Beas River Basin of North-Western Himalaya: A geospatial analysis employing the Analytical Hierarchy Process (AHP) method","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W4393130174","doi":"https://doi.org/10.1016/j.qsa.2024.100180"},"language":"en","primary_location":{"id":"doi:10.1016/j.qsa.2024.100180","doi":"https://doi.org/10.1016/j.qsa.2024.100180","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.qsa.2024.100180","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.2024.100180","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111298739","display_name":"M. M. Singh","orcid":"https://orcid.org/0009-0002-4524-3519","observed_orcids":["https://orcid.org/0009-0002-4524-3519"]},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhulika Singh","raw_affiliation_strings":["Department of Civil Engineering, Maulana Azad National Institute of Technology, Bhopal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Maulana Azad National Institute of Technology, Bhopal, India","institution_ids":["https://openalex.org/I91277730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086595561","display_name":"Varun Khajuria","orcid":"https://orcid.org/0000-0003-4869-7698","observed_orcids":["https://orcid.org/0000-0003-4869-7698"]},"institutions":[{"id":"https://openalex.org/I51281103","display_name":"Indian Institute of Remote Sensing","ror":"https://ror.org/04a39s417","country_code":"IN","type":"government","lineage":["https://openalex.org/I1289461252","https://openalex.org/I3148377317","https://openalex.org/I51281103"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Varun Khajuria","raw_affiliation_strings":["Water Resource Department, Indian Institute of Remote Sensing, India"],"raw_orcid":"https://orcid.org/0000-0003-4869-7698","affiliations":[{"raw_affiliation_string":"Water Resource Department, Indian Institute of Remote Sensing, India","institution_ids":["https://openalex.org/I51281103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088767957","display_name":"Sachchidanand Singh","orcid":"https://orcid.org/0000-0002-4091-6238","observed_orcids":["https://orcid.org/0000-0002-4091-6238"]},"institutions":[{"id":"https://openalex.org/I4210147361","display_name":"National Institute of Hydrology","ror":"https://ror.org/03f394x19","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210147361"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sachchidanand Singh","raw_affiliation_strings":["Western Himalayan Regional Center, National Institute of Hydrology, Jammu, Jammu and Kashmir, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western Himalayan Regional Center, National Institute of Hydrology, Jammu, Jammu and Kashmir, India","institution_ids":["https://openalex.org/I4210147361"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060242509","display_name":"Kamal Jeet Singh","orcid":"https://orcid.org/0000-0002-9987-4829","observed_orcids":["https://orcid.org/0000-0002-9987-4829"]},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamal Singh","raw_affiliation_strings":["Department of Civil Engineering, Maulana Azad National Institute of Technology, Bhopal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Maulana Azad National Institute of Technology, Bhopal, India","institution_ids":["https://openalex.org/I91277730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086595561"],"corresponding_institution_ids":["https://openalex.org/I51281103"],"apc_list":{"value":1880,"currency":"USD","value_usd":1880},"apc_paid":{"value":1880,"currency":"USD","value_usd":1880},"fwci":9.9035,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.98418732,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"14","issue":null,"first_page":"100180","last_page":"100180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"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":0.9369999766349792},{"id":"https://openalex.org/keywords/beas-river-basin","display_name":"Beas River basin","score":0.9200000166893005},{"id":"https://openalex.org/keywords/north-western-himalayas","display_name":"northwestern Himalaya","score":0.8949999809265137},{"id":"https://openalex.org/keywords/landslide-susceptibility-index","display_name":"landslide susceptibility index","score":0.6119999885559082},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"analytic hierarchy process","score":0.8539999723434448},{"id":"https://openalex.org/keywords/weighted-linear-combination","display_name":"weighted linear combination","score":0.8349999785423279},{"id":"https://openalex.org/keywords/landslide-conditioning-factors","display_name":"landslide conditioning factors","score":0.9539999961853027},{"id":"https://openalex.org/keywords/landslide-inventory","display_name":"landslide inventory","score":0.7170000076293945},{"id":"https://openalex.org/keywords/slope-stability","display_name":"slope stability","score":0.5350000262260437},{"id":"https://openalex.org/keywords/land-use-land-cover","display_name":"land use/land cover","score":0.7310000061988831},{"id":"https://openalex.org/keywords/rainfall","display_name":"rainfall","score":0.47999998927116394},{"id":"https://openalex.org/keywords/slope-stabilization","display_name":"slope stabilization","score":0.5009999871253967},{"id":"https://openalex.org/keywords/landslide-risk-assessment","display_name":"landslide risk assessment","score":0.4169999957084656}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8454411029815674},{"id":"https://openalex.org/C2779989982","wikidata":"https://www.wikidata.org/wiki/Q5305552","display_name":"Drainage density","level":3,"score":0.6667551398277283},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6556105613708496},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.531425952911377},{"id":"https://openalex.org/C92596616","wikidata":"https://www.wikidata.org/wiki/Q1826413","display_name":"Lineament","level":3,"score":0.5236974954605103},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.49700692296028137},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.48814329504966736},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.43089020252227783},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.4306853413581848},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.42314398288726807},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4004141092300415},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3359222710132599},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.324773907661438},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.3225212097167969},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.2492455542087555},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2147761583328247},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.13573652505874634},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.12819033861160278},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.11026307940483093},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.07786715030670166},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.qsa.2024.100180","doi":"https://doi.org/10.1016/j.qsa.2024.100180","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.qsa.2024.100180","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:03abc2693a974e578e391ce0805b5994","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/03abc2693a974e578e391ce0805b5994","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Quaternary Science Advances, Vol 14, Iss , Pp 100180- (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.qsa.2024.100180","doi":"https://doi.org/10.1016/j.qsa.2024.100180","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.qsa.2024.100180","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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1871214897","https://openalex.org/W1981510648","https://openalex.org/W1984475559","https://openalex.org/W2018459837","https://openalex.org/W2019436066","https://openalex.org/W2020407132","https://openalex.org/W2023616963","https://openalex.org/W2073960291","https://openalex.org/W2119290800","https://openalex.org/W2140679062","https://openalex.org/W2148470216","https://openalex.org/W2183541364","https://openalex.org/W2185871742","https://openalex.org/W2221487567","https://openalex.org/W2292542896","https://openalex.org/W2460479878","https://openalex.org/W2492292352","https://openalex.org/W2529574038","https://openalex.org/W2559561274","https://openalex.org/W2785109771","https://openalex.org/W2900603592","https://openalex.org/W2900765369","https://openalex.org/W2921042720","https://openalex.org/W2945554847","https://openalex.org/W2946983609","https://openalex.org/W3080185472","https://openalex.org/W3080296289","https://openalex.org/W3088705243","https://openalex.org/W3095018413","https://openalex.org/W3164070178","https://openalex.org/W3194312562","https://openalex.org/W3196847946","https://openalex.org/W3199201659","https://openalex.org/W3207543940","https://openalex.org/W4225493906","https://openalex.org/W4285681438","https://openalex.org/W4293196001","https://openalex.org/W4293203643","https://openalex.org/W4377028313","https://openalex.org/W6686062004","https://openalex.org/W6718216278"],"related_works":["https://openalex.org/W7155526296","https://openalex.org/W7166677182","https://openalex.org/W7130819293","https://openalex.org/W7123343128","https://openalex.org/W7204578666","https://openalex.org/W4409813407","https://openalex.org/W7207637967","https://openalex.org/W2885399723","https://openalex.org/W4414017974","https://openalex.org/W3194312562"],"abstract_inverted_index":{"In":[0],"the":[1,6,19,63,77,91,122,129,134,139,188,195,201,215,300,315],"North-Western":[2],"Himalayas,":[3],"particularly":[4],"within":[5],"Beas":[7,78],"Basin":[8],"of":[9,22,37,102,121,128,144,214,302],"Himachal":[10],"Pradesh,":[11],"landslide":[12,48,103,109,130,161,220,294,312],"incidents":[13,32],"are":[14],"frequent,":[15],"primarily":[16],"due":[17],"to":[18,85,90,292,311],"unique":[20],"interplay":[21],"adverse":[23],"geological":[24],"conditions,":[25],"heavy":[26],"rainfall,":[27,177],"and":[28,39,57,100,112,151,178,197,233,253,277,289,304],"human":[29],"factors.":[30],"These":[31],"result":[33],"in":[34,76,243,269,274,314],"substantial":[35],"loss":[36],"life":[38],"property":[40],"each":[41],"year.":[42],"To":[43],"mitigate":[44,293],"such":[45],"issues,":[46],"systematic":[47],"research":[49],"is":[50],"essential,":[51],"encompassing":[52],"aspects":[53],"like":[54,286],"inventory":[55,110],"mapping":[56,75,101],"risk":[58],"assessment.":[59],"This":[60,154,204,264],"study":[61],"leverages":[62],"Analytical":[64],"Hierarchy":[65],"Process":[66],"(AHP)":[67],"for":[68],"an":[69,118,260],"in-depth":[70],"Landslide":[71],"Susceptibility":[72],"Index":[73],"(LSI)":[74],"River":[79],"basin,":[80],"employing":[81],"remote":[82,114],"sensing":[83,115],"data":[84,111],"analyse":[86],"key":[87],"factors":[88,159],"contributing":[89],"region's":[92],"instability.":[93],"The":[94,126,183,239],"process":[95],"involved":[96],"a":[97],"detailed":[98],"selection":[99],"conditioning":[104],"variables,":[105],"guided":[106],"by":[107,223],"validated":[108],"high-resolution":[113],"images,":[116],"ensuring":[117],"accurate":[119],"representation":[120],"basin's":[123],"geographical":[124],"variations.":[125],"creation":[127,301],"susceptibility":[131],"map":[132],"utilized":[133],"weighted":[135],"overlay":[136],"approach,":[137],"categorizing":[138],"area":[140],"into":[141],"five":[142],"levels":[143],"susceptibility:":[145],"very":[146,152,218,236],"low,":[147,148,232],"moderate,":[149,229],"high,":[150,226],"high.":[153],"classification":[155,265],"incorporated":[156],"ten":[157],"critical":[158],"influencing":[160],"occurrence,":[162],"including":[163],"elevation,":[164],"slope":[165,167,287],"aspect,":[166],"angle,":[168],"distance":[169,173],"from":[170,174],"drainage,":[171],"lithology,":[172],"lineament,":[175],"geomorphology,":[176],"land":[179],"use/land":[180],"cover":[181],"(LULC).":[182],"LSI":[184,240],"was":[185,246],"calculated":[186],"through":[187,248],"Weighted":[189],"Linear":[190],"Combination":[191],"(WLC)":[192],"technique,":[193],"leveraging":[194],"weights":[196],"ratings":[198],"derived":[199],"via":[200],"AHP":[202],"method.":[203],"analysis":[205],"revealed":[206],"that":[207],"approximately":[208],"634.1":[209],"square":[210],"kilometers,":[211],"or":[212],"12.8%":[213],"region,":[216],"face":[217],"high":[219],"susceptibility,":[221],"followed":[222],"22.6%":[224],"at":[225,231,235],"25.8%":[227],"with":[228],"24.4%":[230],"14.5%":[234],"low":[237],"susceptibility.":[238],"map's":[241],"accuracy":[242],"predicting":[244],"landslides":[245],"affirmed":[247],"Receiver":[249],"Operating":[250],"Characteristic":[251],"(ROC)":[252],"Area":[254],"Under":[255],"Curve":[256],"(AUC)":[257],"evaluations,":[258],"showcasing":[259],"86.3%":[261],"precision":[262],"rate.":[263],"facilitates":[266],"focused":[267],"interventions":[268],"high-risk":[270],"areas,":[271],"guiding":[272],"planners":[273],"landslide-conscious":[275],"development":[276],"infrastructure":[278],"planning.":[279],"It":[280],"directs":[281],"engineers":[282],"toward":[283],"engineering":[284],"solutions":[285],"stabilization":[288],"drainage":[290],"improvements":[291],"effects.":[295],"Moreover,":[296],"this":[297],"approach":[298],"supports":[299],"evacuation":[303],"emergency":[305],"response":[306],"plans,":[307],"bolstering":[308],"community":[309],"resilience":[310],"threats":[313],"river":[316],"basin.":[317]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-03-25T00:00:00"}
