{"id":"https://openalex.org/W4401019092","doi":"https://doi.org/10.1007/s11069-024-06819-3","title":"Development of a framework for the prediction of slope stability using machine learning paradigms","display_name":"Development of a framework for the prediction of slope stability using machine learning paradigms","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4401019092","doi":"https://doi.org/10.1007/s11069-024-06819-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11069-024-06819-3","doi":"https://doi.org/10.1007/s11069-024-06819-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11069-024-06819-3","pdf_url":null,"source":{"id":"https://openalex.org/S86860186","display_name":"Natural Hazards","issn_l":"0921-030X","issn":["0921-030X","1573-0840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Hazards","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5113306396","display_name":"K. C. Rajan","orcid":"https://orcid.org/0000-0001-8471-6361","observed_orcids":["https://orcid.org/0000-0001-8471-6361"]},"institutions":[{"id":"https://openalex.org/I155028946","display_name":"Tribhuvan University","ror":"https://ror.org/02rg1r889","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946"]},{"id":"https://openalex.org/I4405263138","display_name":"Pulchowk Campus","ror":"https://ror.org/034bmrt60","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946","https://openalex.org/I4210129773","https://openalex.org/I4405263138"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"K. C. Rajan","raw_affiliation_strings":["Department of Civil Engineering, Tribhuvan University, Pulchowk Campus, IoE, Kathmandu, Nepal","Geoinfra Research Institute, Kathmandu, Nepal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Tribhuvan University, Pulchowk Campus, IoE, Kathmandu, Nepal","institution_ids":["https://openalex.org/I155028946","https://openalex.org/I4405263138"]},{"raw_affiliation_string":"Geoinfra Research Institute, Kathmandu, Nepal","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Milan Aryal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I155028946","display_name":"Tribhuvan University","ror":"https://ror.org/02rg1r889","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946"]},{"id":"https://openalex.org/I2800730371","display_name":"Government of Nepal","ror":"https://ror.org/05gjrwv72","country_code":"NP","type":"government","lineage":["https://openalex.org/I2800730371"]},{"id":"https://openalex.org/I4405263138","display_name":"Pulchowk Campus","ror":"https://ror.org/034bmrt60","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946","https://openalex.org/I4210129773","https://openalex.org/I4405263138"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"Milan Aryal","raw_affiliation_strings":["Department of Civil Engineering, Tribhuvan University, Pulchowk Campus, IoE, Kathmandu, Nepal","Department of Urban Development and Building Construction, Government of Nepal, Kathmandu, Nepal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Tribhuvan University, Pulchowk Campus, IoE, Kathmandu, Nepal","institution_ids":["https://openalex.org/I155028946","https://openalex.org/I4405263138"]},{"raw_affiliation_string":"Department of Urban Development and Building Construction, Government of Nepal, Kathmandu, Nepal","institution_ids":["https://openalex.org/I2800730371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046337856","display_name":"Keshab Kumar Sharma","orcid":"https://orcid.org/0000-0002-8308-9105","observed_orcids":["https://orcid.org/0000-0002-8308-9105"]},"institutions":[{"id":"https://openalex.org/I4210107703","display_name":"BGC Engineering (Canada)","ror":"https://ror.org/01kc9n234","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210107703"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Keshab Sharma","raw_affiliation_strings":["BGC Engineering Inc., Fredericton, NB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BGC Engineering Inc., Fredericton, NB, Canada","institution_ids":["https://openalex.org/I4210107703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045112678","display_name":"Netra Prakash Bhandary","orcid":"https://orcid.org/0000-0002-9783-5033","observed_orcids":["https://orcid.org/0000-0002-9783-5033"]},"institutions":[{"id":"https://openalex.org/I43545212","display_name":"Ehime University","ror":"https://ror.org/017hkng22","country_code":"JP","type":"education","lineage":["https://openalex.org/I43545212"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Netra Prakash Bhandary","raw_affiliation_strings":["Faculty of Collaborative Regional Innovation, Ehime University, Matsuyama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Collaborative Regional Innovation, Ehime University, Matsuyama, Japan","institution_ids":["https://openalex.org/I43545212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031920141","display_name":"Richa Pokhrel","orcid":"https://orcid.org/0009-0001-6976-4311","observed_orcids":["https://orcid.org/0009-0001-6976-4311"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Richa Pokhrel","raw_affiliation_strings":["Geoinfra Research Institute, Kathmandu, Nepal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geoinfra Research Institute, Kathmandu, Nepal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043357632","display_name":"Indra Prasad Acharya","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I155028946","display_name":"Tribhuvan University","ror":"https://ror.org/02rg1r889","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946"]},{"id":"https://openalex.org/I4405263138","display_name":"Pulchowk Campus","ror":"https://ror.org/034bmrt60","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946","https://openalex.org/I4210129773","https://openalex.org/I4405263138"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"Indra Prasad Acharya","raw_affiliation_strings":["Department of Civil Engineering, Tribhuvan University, Pulchowk Campus, IoE, Kathmandu, Nepal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Tribhuvan University, Pulchowk Campus, IoE, Kathmandu, Nepal","institution_ids":["https://openalex.org/I155028946","https://openalex.org/I4405263138"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046337856"],"corresponding_institution_ids":["https://openalex.org/I4210107703"],"apc_list":{"value":3790,"currency":"USD","value_usd":3790},"apc_paid":null,"fwci":6.3525,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.97950586,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"121","issue":"1","first_page":"83","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9990000128746033,"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":0.9990000128746033,"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/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.0003000000142492354,"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":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/slope-stability-prediction","display_name":"slope stability prediction","score":0.9309999942779541},{"id":"https://openalex.org/keywords/landslide-risk","display_name":"landslide risk","score":0.5740000009536743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.6809999942779541},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8180000185966492},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8230000138282776},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":1.0},{"id":"https://openalex.org/keywords/multiple-linear-regression","display_name":"multiple linear regression","score":0.9879999756813049},{"id":"https://openalex.org/keywords/limit-equilibrium-analysis","display_name":"limit equilibrium analysis","score":0.8479999899864197},{"id":"https://openalex.org/keywords/slide-software","display_name":"Slide software","score":0.890999972820282},{"id":"https://openalex.org/keywords/roadside-slopes","display_name":"roadside slopes","score":0.8889999985694885}],"concepts":[{"id":"https://openalex.org/C110069353","wikidata":"https://www.wikidata.org/wiki/Q961278","display_name":"Slope stability","level":2,"score":0.7895883321762085},{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.6769945621490479},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6515012383460999},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6510262489318848},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.578596293926239},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5735648274421692},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5608739852905273},{"id":"https://openalex.org/C33556824","wikidata":"https://www.wikidata.org/wiki/Q179509","display_name":"Hydrogeology","level":2,"score":0.5216957926750183},{"id":"https://openalex.org/C17116066","wikidata":"https://www.wikidata.org/wiki/Q2034862","display_name":"Factor of safety","level":2,"score":0.4901512563228607},{"id":"https://openalex.org/C107924113","wikidata":"https://www.wikidata.org/wiki/Q961278","display_name":"Slope stability analysis","level":3,"score":0.4776391088962555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47643643617630005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4407017230987549},{"id":"https://openalex.org/C39410599","wikidata":"https://www.wikidata.org/wiki/Q3433179","display_name":"Natural hazard","level":2,"score":0.44045209884643555},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.41564545035362244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37806347012519836},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34338346123695374},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2749171555042267},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.26925426721572876},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1733437180519104},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11069-024-06819-3","doi":"https://doi.org/10.1007/s11069-024-06819-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11069-024-06819-3","pdf_url":null,"source":{"id":"https://openalex.org/S86860186","display_name":"Natural Hazards","issn_l":"0921-030X","issn":["0921-030X","1573-0840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Hazards","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:nathaz:v:121:y:2025:i:1:d:10.1007_s11069-024-06819-3","doi":null,"is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11069-024-06819-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1975048675","https://openalex.org/W1977813873","https://openalex.org/W1978642993","https://openalex.org/W1978972707","https://openalex.org/W1983023737","https://openalex.org/W2002620848","https://openalex.org/W2012982687","https://openalex.org/W2014501097","https://openalex.org/W2032307057","https://openalex.org/W2069527243","https://openalex.org/W2091336970","https://openalex.org/W2093240489","https://openalex.org/W2227288159","https://openalex.org/W2328550719","https://openalex.org/W2753501224","https://openalex.org/W2792546905","https://openalex.org/W2793257870","https://openalex.org/W2807213788","https://openalex.org/W2808701867","https://openalex.org/W2903454226","https://openalex.org/W2972075568","https://openalex.org/W2998962218","https://openalex.org/W3022926677","https://openalex.org/W3040491274","https://openalex.org/W3081954712","https://openalex.org/W3117651162","https://openalex.org/W3135501114","https://openalex.org/W3158916320","https://openalex.org/W3195311589","https://openalex.org/W4214651360","https://openalex.org/W4226369487","https://openalex.org/W4226551898","https://openalex.org/W4233307055","https://openalex.org/W4233518571","https://openalex.org/W4235971626","https://openalex.org/W4281825536","https://openalex.org/W4307408799","https://openalex.org/W4362519609","https://openalex.org/W4375854842","https://openalex.org/W4385198337","https://openalex.org/W4390396001","https://openalex.org/W4390663775","https://openalex.org/W4391654087","https://openalex.org/W4392562804"],"related_works":["https://openalex.org/W7217312462","https://openalex.org/W2986971073","https://openalex.org/W3133872236","https://openalex.org/W7125371712","https://openalex.org/W2753501224","https://openalex.org/W4290466417","https://openalex.org/W7218102806","https://openalex.org/W7125946072","https://openalex.org/W4407150171","https://openalex.org/W2972075568"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-27T00:00:00"}
