{"id":"https://openalex.org/W4312225251","doi":"https://doi.org/10.1007/s12145-022-00910-8","title":"Performance evaluation of machine learning and statistical techniques for modelling landslide susceptibility with limited field data","display_name":"Performance evaluation of machine learning and statistical techniques for modelling landslide susceptibility with limited field data","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4312225251","doi":"https://doi.org/10.1007/s12145-022-00910-8"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-022-00910-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00910-8","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","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/A5067560709","display_name":"A. L. Achu","orcid":"https://orcid.org/0000-0001-6821-2665"},"institutions":[{"id":"https://openalex.org/I221342038","display_name":"Kerala University of Fisheries and Ocean Studies","ror":"https://ror.org/025ytsr97","country_code":"IN","type":"education","lineage":["https://openalex.org/I221342038"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashokan Laila Achu","raw_affiliation_strings":["Department of Climate Variability and Aquatic Ecosystems, Kerala University of Fisheries and Ocean Studies (KUFOS), Kochi, 682 508, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Climate Variability and Aquatic Ecosystems, Kerala University of Fisheries and Ocean Studies (KUFOS), Kochi, 682 508, Kerala, India","institution_ids":["https://openalex.org/I221342038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003517068","display_name":"Jobin Thomas","orcid":"https://orcid.org/0000-0002-6893-0306"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jobin Thomas","raw_affiliation_strings":["Department of Geological and Mining Engineering and Sciences, Michigan Technological University, Houghton, MI, 49931, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geological and Mining Engineering and Sciences, Michigan Technological University, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112707071","display_name":"C. D. Aju","orcid":null},"institutions":[{"id":"https://openalex.org/I158338959","display_name":"University of Kerala","ror":"https://ror.org/05tqa9940","country_code":"IN","type":"education","lineage":["https://openalex.org/I158338959"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chandrika Dhanapalan Aju","raw_affiliation_strings":["Department of Geology, University of Kerala, Thiruvananthapuram, 695 581, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology, University of Kerala, Thiruvananthapuram, 695 581, Kerala, India","institution_ids":["https://openalex.org/I158338959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050669665","display_name":"Praveen Kolappapillai Remani","orcid":null},"institutions":[{"id":"https://openalex.org/I64389444","display_name":"Geological Survey of India","ror":"https://ror.org/00nthx533","country_code":"IN","type":"government","lineage":["https://openalex.org/I64389444"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kolappapillai Remani","raw_affiliation_strings":["Geological Survey of India (GSI), Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geological Survey of India (GSI), Kolkata, India","institution_ids":["https://openalex.org/I64389444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011767959","display_name":"Girish Gopinath","orcid":"https://orcid.org/0000-0002-0404-6538"},"institutions":[{"id":"https://openalex.org/I221342038","display_name":"Kerala University of Fisheries and Ocean Studies","ror":"https://ror.org/025ytsr97","country_code":"IN","type":"education","lineage":["https://openalex.org/I221342038"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Girish Gopinath","raw_affiliation_strings":["Department of Climate Variability and Aquatic Ecosystems, Kerala University of Fisheries and Ocean Studies (KUFOS), Kochi, 682 508, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Climate Variability and Aquatic Ecosystems, Kerala University of Fisheries and Ocean Studies (KUFOS), Kochi, 682 508, Kerala, India","institution_ids":["https://openalex.org/I221342038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067560709"],"corresponding_institution_ids":["https://openalex.org/I221342038"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":9.5936,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97876633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"16","issue":"1","first_page":"1025","last_page":"1039"},"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/T12729","display_name":"Tree Root and Stability Studies","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10644","display_name":"Cryospheric studies and observations","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.8442649841308594},{"id":"https://openalex.org/keywords/topographic-wetness-index","display_name":"Topographic Wetness Index","score":0.7157531976699829},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6322406530380249},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5712215304374695},{"id":"https://openalex.org/keywords/lithology","display_name":"Lithology","score":0.552580714225769},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5401031970977783},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5054588317871094},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.38240495324134827},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3685051202774048},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.35629987716674805},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3403308093547821},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2216496765613556},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.1424061357975006},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08092078566551208}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8442649841308594},{"id":"https://openalex.org/C2776898743","wikidata":"https://www.wikidata.org/wiki/Q18353408","display_name":"Topographic Wetness Index","level":3,"score":0.7157531976699829},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6322406530380249},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5712215304374695},{"id":"https://openalex.org/C122792734","wikidata":"https://www.wikidata.org/wiki/Q6538759","display_name":"Lithology","level":2,"score":0.552580714225769},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5401031970977783},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5054588317871094},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.38240495324134827},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3685051202774048},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.35629987716674805},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3403308093547821},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2216496765613556},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.1424061357975006},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08092078566551208},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12145-022-00910-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00910-8","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Earth Science Informatics","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p-36062","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p/16761","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications, Part 1","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1017529620","https://openalex.org/W1530053365","https://openalex.org/W1865667476","https://openalex.org/W1886530278","https://openalex.org/W1970617079","https://openalex.org/W1971095756","https://openalex.org/W1971988122","https://openalex.org/W1981646498","https://openalex.org/W1993839691","https://openalex.org/W1994214164","https://openalex.org/W2002139005","https://openalex.org/W2003049509","https://openalex.org/W2012118327","https://openalex.org/W2013052337","https://openalex.org/W2020924270","https://openalex.org/W2026492654","https://openalex.org/W2039415718","https://openalex.org/W2040990873","https://openalex.org/W2057224075","https://openalex.org/W2057309252","https://openalex.org/W2066723873","https://openalex.org/W2082941103","https://openalex.org/W2093703725","https://openalex.org/W2108156084","https://openalex.org/W2119290800","https://openalex.org/W2145023271","https://openalex.org/W2328338019","https://openalex.org/W2495351095","https://openalex.org/W2587805819","https://openalex.org/W2604319603","https://openalex.org/W2616519837","https://openalex.org/W2765821897","https://openalex.org/W2784075164","https://openalex.org/W2789369267","https://openalex.org/W2792546905","https://openalex.org/W2800722845","https://openalex.org/W2907675382","https://openalex.org/W2911964244","https://openalex.org/W2914399857","https://openalex.org/W2998106312","https://openalex.org/W3001604145","https://openalex.org/W3005741980","https://openalex.org/W3006583570","https://openalex.org/W3030849758","https://openalex.org/W3081930112","https://openalex.org/W3089716123","https://openalex.org/W3094792918","https://openalex.org/W3108410302","https://openalex.org/W3111588349","https://openalex.org/W3120610291","https://openalex.org/W3157938348","https://openalex.org/W3180662526","https://openalex.org/W3196366948","https://openalex.org/W4211259911","https://openalex.org/W4283761726","https://openalex.org/W4388201892"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W2139094967","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W3192667092","https://openalex.org/W4389201442","https://openalex.org/W2386169820","https://openalex.org/W604251607"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":7}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}