{"id":"https://openalex.org/W2887953559","doi":"https://doi.org/10.3390/s18082464","title":"Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms","display_name":"Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2887953559","doi":"https://doi.org/10.3390/s18082464","mag":"2887953559","pmid":"https://pubmed.ncbi.nlm.nih.gov/30065216"},"language":"en","primary_location":{"id":"doi:10.3390/s18082464","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18082464","pdf_url":"https://www.mdpi.com/1424-8220/18/8/2464/pdf?version=1533087324","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/18/8/2464/pdf?version=1533087324","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076352077","display_name":"Dieu Tien Bui","orcid":"https://orcid.org/0000-0001-5161-6479"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY","VN"],"is_corresponding":false,"raw_author_name":"Dieu Tien Bui","raw_affiliation_strings":["10 Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia (UTM), Skudai 81310, Malaysia","Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam","Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0001-5161-6479","affiliations":[{"raw_affiliation_string":"10 Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia (UTM), Skudai 81310, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]},{"raw_affiliation_string":"Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091211368","display_name":"Himan Shahabi","orcid":"https://orcid.org/0000-0001-5091-6947"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Himan Shahabi","raw_affiliation_strings":["Department of Geomorphology, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran"],"raw_orcid":"https://orcid.org/0000-0001-5091-6947","affiliations":[{"raw_affiliation_string":"Department of Geomorphology, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ataollah Shirzadi","orcid":"https://orcid.org/0000-0001-9668-8687"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ataollah Shirzadi","raw_affiliation_strings":["Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran"],"raw_orcid":"https://orcid.org/0000-0001-9668-8687","affiliations":[{"raw_affiliation_string":"Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051623706","display_name":"Kamran Chapi","orcid":"https://orcid.org/0000-0002-9466-665X"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Kamran Chapi","raw_affiliation_strings":["Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran"],"raw_orcid":"https://orcid.org/0000-0002-9466-665X","affiliations":[{"raw_affiliation_string":"Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059040421","display_name":"Biswajeet Pradhan","orcid":"https://orcid.org/0000-0001-9863-2054"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["AU","KR"],"is_corresponding":false,"raw_author_name":"Biswajeet Pradhan","raw_affiliation_strings":["Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS), Faculty of Engineering and IT, University of Technology Sydney, Sydney, NSW 2007, Australia","Department of Energy and Mineral Resources Engineering, Choongmu-gwan, Sejong University, 209 Neungdong-ro, Gwangjin-gu, Seoul 05006, Korea"],"raw_orcid":"https://orcid.org/0000-0001-9863-2054","affiliations":[{"raw_affiliation_string":"Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS), Faculty of Engineering and IT, University of Technology Sydney, Sydney, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Department of Energy and Mineral Resources Engineering, Choongmu-gwan, Sejong University, 209 Neungdong-ro, Gwangjin-gu, Seoul 05006, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719254","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-5825-1422"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["College of Geology & Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geology & Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083514118","display_name":"Khabat Khosravi","orcid":"https://orcid.org/0000-0001-5773-4003"},"institutions":[{"id":"https://openalex.org/I184896493","display_name":"Sari Agricultural Sciences and Natural Resources University","ror":"https://ror.org/0284vkq26","country_code":"IR","type":"education","lineage":["https://openalex.org/I184896493"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Khabat Khosravi","raw_affiliation_strings":["Department of Watershed Sciences Engineering, Faculty of Natural Resources, Sari Agricultural and Natural Resources University (SANRU), Sari, Mazandaran P.O.BOX 48181-68984, Iran"],"raw_orcid":"https://orcid.org/0000-0001-5773-4003","affiliations":[{"raw_affiliation_string":"Department of Watershed Sciences Engineering, Faculty of Natural Resources, Sari Agricultural and Natural Resources University (SANRU), Sari, Mazandaran P.O.BOX 48181-68984, Iran","institution_ids":["https://openalex.org/I184896493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056706783","display_name":"Mahdi Panahi","orcid":"https://orcid.org/0000-0001-7601-9208"},"institutions":[{"id":"https://openalex.org/I183067279","display_name":"Islamic Azad University North Tehran Branch","ror":"https://ror.org/00sb1nr29","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I183067279"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahdi Panahi","raw_affiliation_strings":["Department of Geophysics, Young Researchers and Elites Club, North Tehran Branch, Islamic Azad University, Tehran P.O. Box 19585/466, Iran"],"raw_orcid":"https://orcid.org/0000-0001-7601-9208","affiliations":[{"raw_affiliation_string":"Department of Geophysics, Young Researchers and Elites Club, North Tehran Branch, Islamic Azad University, Tehran P.O. Box 19585/466, Iran","institution_ids":["https://openalex.org/I183067279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110285224","display_name":"Baharin Bin Ahmad","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161783","display_name":"GeoInformation (United Kingdom)","ror":"https://ror.org/05t4zqc79","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210161783"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["GB","MY"],"is_corresponding":false,"raw_author_name":"Baharin Bin Ahmad","raw_affiliation_strings":["10 Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia (UTM), Skudai 81310, Malaysia. baharinahmad@utm.my"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"10 Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia (UTM), Skudai 81310, Malaysia. baharinahmad@utm.my","institution_ids":["https://openalex.org/I4210161783","https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077439959","display_name":"Saro Lee","orcid":"https://orcid.org/0000-0003-0409-8263"},"institutions":[{"id":"https://openalex.org/I4210142421","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210142421"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Lee Saro","raw_affiliation_strings":["Department of Geophysical Exploration, Korea University of Science and Technology, 217 Gajeong-ro Yuseong-gu, Daejeon 34113, Korea","Geological Research Division, Korea Institute of Geoscience and Mineral Resources (KIGAM), 124, Gwahak-ro Yuseong-gu, Daejeon 34132, Korea"],"raw_orcid":"https://orcid.org/0000-0003-0409-8263","affiliations":[{"raw_affiliation_string":"Department of Geophysical Exploration, Korea University of Science and Technology, 217 Gajeong-ro Yuseong-gu, Daejeon 34113, Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Geological Research Division, Korea Institute of Geoscience and Mineral Resources (KIGAM), 124, Gwahak-ro Yuseong-gu, Daejeon 34132, Korea","institution_ids":["https://openalex.org/I4210142421"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5077439959","https://openalex.org/A5091211368"],"corresponding_institution_ids":["https://openalex.org/I3124704065","https://openalex.org/I4210142421","https://openalex.org/I88761825"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":57.1872,"has_fulltext":true,"cited_by_count":170,"citation_normalized_percentile":{"value":0.99903972,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"18","issue":"8","first_page":"2464","last_page":"2464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9988999962806702,"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":0.9988999962806702,"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/T12543","display_name":"Groundwater and Watershed Analysis","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/support-vector-machine","display_name":"Support vector machine","score":0.6224812865257263},{"id":"https://openalex.org/keywords/lineament","display_name":"Lineament","score":0.5802988409996033},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5093806982040405},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5077260732650757},{"id":"https://openalex.org/keywords/subsidence","display_name":"Subsidence","score":0.49860644340515137},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.43956103920936584},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42144787311553955},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38849931955337524},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3521896004676819},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3450303077697754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3420584201812744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32294225692749023},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.12841621041297913}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6224812865257263},{"id":"https://openalex.org/C92596616","wikidata":"https://www.wikidata.org/wiki/Q1826413","display_name":"Lineament","level":3,"score":0.5802988409996033},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5093806982040405},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5077260732650757},{"id":"https://openalex.org/C180851071","wikidata":"https://www.wikidata.org/wiki/Q849953","display_name":"Subsidence","level":3,"score":0.49860644340515137},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.43956103920936584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42144787311553955},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38849931955337524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3521896004676819},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3450303077697754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3420584201812744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32294225692749023},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.12841621041297913},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/s18082464","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18082464","pdf_url":"https://www.mdpi.com/1424-8220/18/8/2464/pdf?version=1533087324","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:30065216","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30065216","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:70d4de6f06a3411eb58d5dc839ce2c49","is_oa":true,"landing_page_url":"https://doaj.org/article/70d4de6f06a3411eb58d5dc839ce2c49","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,"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":"Sensors, Vol 18, Iss 8, p 2464 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5064799","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6111310","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/8/2464/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s18082464","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/130817","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/130817","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6111310","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6111310","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s18082464","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18082464","pdf_url":"https://www.mdpi.com/1424-8220/18/8/2464/pdf?version=1533087324","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6600000262260437,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1001717021","display_name":null,"funder_award_id":"J130000","funder_id":"https://openalex.org/F4320323300","funder_display_name":"Universiti Teknologi Malaysia"},{"id":"https://openalex.org/G5430719551","display_name":null,"funder_award_id":"Q.J130000.2527.17H84","funder_id":"https://openalex.org/F4320323300","funder_display_name":"Universiti Teknologi Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322097","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44"},{"id":"https://openalex.org/F4320323300","display_name":"Universiti Teknologi Malaysia","ror":"https://ror.org/026w31v75"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887953559.pdf","grobid_xml":"https://content.openalex.org/works/W2887953559.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W329887800","https://openalex.org/W786307712","https://openalex.org/W1481566577","https://openalex.org/W1596717185","https://openalex.org/W1808644423","https://openalex.org/W1967286338","https://openalex.org/W1970673507","https://openalex.org/W1972887664","https://openalex.org/W1976777460","https://openalex.org/W1978996791","https://openalex.org/W1981039744","https://openalex.org/W1984065426","https://openalex.org/W1989156417","https://openalex.org/W1997612043","https://openalex.org/W2001278639","https://openalex.org/W2007154098","https://openalex.org/W2007423291","https://openalex.org/W2008777746","https://openalex.org/W2012118327","https://openalex.org/W2020924270","https://openalex.org/W2023203753","https://openalex.org/W2027654459","https://openalex.org/W2029816621","https://openalex.org/W2032225608","https://openalex.org/W2033917791","https://openalex.org/W2035288627","https://openalex.org/W2038493646","https://openalex.org/W2042951326","https://openalex.org/W2044579603","https://openalex.org/W2054036854","https://openalex.org/W2060118842","https://openalex.org/W2064225825","https://openalex.org/W2064520855","https://openalex.org/W2069703366","https://openalex.org/W2095344264","https://openalex.org/W2111929989","https://openalex.org/W2118892144","https://openalex.org/W2149684865","https://openalex.org/W2156909104","https://openalex.org/W2205158676","https://openalex.org/W2227371273","https://openalex.org/W2236234032","https://openalex.org/W2240099454","https://openalex.org/W2280221537","https://openalex.org/W2285081752","https://openalex.org/W2301743789","https://openalex.org/W2423094380","https://openalex.org/W2478414316","https://openalex.org/W2489814317","https://openalex.org/W2492372942","https://openalex.org/W2519746072","https://openalex.org/W2530067580","https://openalex.org/W2565419006","https://openalex.org/W2567326027","https://openalex.org/W2580219088","https://openalex.org/W2587950680","https://openalex.org/W2640557513","https://openalex.org/W2731040012","https://openalex.org/W2762568546","https://openalex.org/W2768501511","https://openalex.org/W2769668329","https://openalex.org/W2791328889","https://openalex.org/W2797885636","https://openalex.org/W2880239935","https://openalex.org/W2884613110","https://openalex.org/W6676468011","https://openalex.org/W6745720293","https://openalex.org/W6753443700"],"related_works":["https://openalex.org/W2602190893","https://openalex.org/W2092539136","https://openalex.org/W1533050805","https://openalex.org/W2094033065","https://openalex.org/W1982213491","https://openalex.org/W1590646325","https://openalex.org/W2467753571","https://openalex.org/W3047621341","https://openalex.org/W3155521780","https://openalex.org/W4224922629"],"abstract_inverted_index":{"In":[0],"this":[1,147],"study,":[2],"land":[3,51,70,84,111],"subsidence":[4,52,85,112],"susceptibility":[5,113],"was":[6],"assessed":[7],"for":[8],"a":[9,110],"study":[10,148],"area":[11,128],"in":[12,102],"South":[13],"Korea":[14],"by":[15],"using":[16,120],"four":[17],"machine":[18],"learning":[19],"models":[20,172],"including":[21,56,124],"Bayesian":[22],"Logistic":[23,30],"Regression":[24],"(BLR),":[25],"Support":[26],"Vector":[27],"Machine":[28],"(SVM),":[29],"Model":[31],"Tree":[32,37],"(LMT)":[33],"and":[34,72,88,96,135,139,160],"Alternate":[35],"Decision":[36],"(ADTree).":[38],"Eight":[39],"conditioning":[40],"factors":[41,49],"were":[42,76,86,118],"distinguished":[43],"as":[44,90],"the":[45,103,127,130,151,164,170],"most":[46],"important":[47],"affecting":[48],"on":[50],"of":[53,94,100,146],"Jeong-am":[54],"area,":[55],"slope":[57],"angle,":[58],"distance":[59,65],"to":[60,66,78,163],"drift,":[61],"drift":[62],"density,":[63,69],"geology,":[64],"lineament,":[67],"lineament":[68],"use":[71],"rock-mass":[73],"rating":[74],"(RMR)":[75],"applied":[77,166],"modelling.":[79],"About":[80],"24":[81],"previously":[82],"occurred":[83],"surveyed":[87],"used":[89],"training":[91],"dataset":[92,98],"(70%":[93],"data)":[95,101],"validation":[97],"(30%":[99],"modelling":[104],"process.":[105],"Each":[106],"studied":[107],"model":[108,153],"generated":[109],"map":[114],"(LSSM).":[115],"The":[116,144],"maps":[117],"verified":[119],"several":[121],"appropriate":[122],"tools":[123],"statistical":[125],"indices,":[126],"under":[129],"receiver":[131],"operating":[132],"characteristic":[133],"(AUROC)":[134],"success":[136],"rate":[137,141],"(SR)":[138],"prediction":[140],"(PR)":[142],"curves.":[143],"results":[145],"indicated":[149],"that":[150],"BLR":[152],"produced":[154],"LSSM":[155],"with":[156],"higher":[157],"acceptable":[158],"accuracy":[159],"reliability":[161],"compared":[162],"other":[165,171],"models,":[167],"even":[168],"though":[169],"also":[173],"had":[174],"reasonable":[175],"results.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":36},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":5}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2018-08-22T00:00:00"}