{"id":"https://openalex.org/W4387618210","doi":"https://doi.org/10.3390/rs15204952","title":"Spatial Prediction of Landslide Susceptibility Using Logistic Regression (LR), Functional Trees (FTs), and Random Subspace Functional Trees (RSFTs) for Pengyang County, China","display_name":"Spatial Prediction of Landslide Susceptibility Using Logistic Regression (LR), Functional Trees (FTs), and Random Subspace Functional Trees (RSFTs) for Pengyang County, China","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4387618210","doi":"https://doi.org/10.3390/rs15204952"},"language":"en","primary_location":{"id":"doi:10.3390/rs15204952","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15204952","pdf_url":"https://www.mdpi.com/2072-4292/15/20/4952/pdf?version=1697192333","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/20/4952/pdf?version=1697192333","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102749281","display_name":"Hui Shang","orcid":"https://orcid.org/0009-0002-5292-3969"},"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":"Hui Shang","raw_affiliation_strings":["College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101255629","display_name":"Lixiang Su","orcid":null},"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":true,"raw_author_name":"Lixiang Su","raw_affiliation_strings":["College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"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 and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056283943","display_name":"Paraskevas Tsangaratos","orcid":"https://orcid.org/0000-0002-7396-4754"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Paraskevas Tsangaratos","raw_affiliation_strings":["Laboratory of Engineering Geology and Hydrogeology, Department of Geological Sciences, School of Mining and Metallurgical Engineering, National Technical University of Athens, Zografou Campus, 15780 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Geology and Hydrogeology, Department of Geological Sciences, School of Mining and Metallurgical Engineering, National Technical University of Athens, Zografou Campus, 15780 Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074740921","display_name":"Ioanna Ilia","orcid":"https://orcid.org/0000-0002-4436-4784"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioanna Ilia","raw_affiliation_strings":["Laboratory of Engineering Geology and Hydrogeology, Department of Geological Sciences, School of Mining and Metallurgical Engineering, National Technical University of Athens, Zografou Campus, 15780 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Geology and Hydrogeology, Department of Geological Sciences, School of Mining and Metallurgical Engineering, National Technical University of Athens, Zografou Campus, 15780 Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101571781","display_name":"Sihang Liu","orcid":"https://orcid.org/0000-0001-5711-8462"},"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":"Sihang Liu","raw_affiliation_strings":["College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002498533","display_name":"Shaobo Cui","orcid":"https://orcid.org/0009-0000-7474-8634"},"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":"Shaobo Cui","raw_affiliation_strings":["College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043505099","display_name":"Zhao Duan","orcid":"https://orcid.org/0000-0002-8200-1669"},"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":"Zhao Duan","raw_affiliation_strings":["College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China"],"affiliations":[{"raw_affiliation_string":"College of Geology and Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101255629"],"corresponding_institution_ids":["https://openalex.org/I110440473"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":10.5939,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.98069513,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"15","issue":"20","first_page":"4952","last_page":"4952"},"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":0.9805999994277954,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/landslide","display_name":"Landslide","score":0.9173761010169983},{"id":"https://openalex.org/keywords/topographic-wetness-index","display_name":"Topographic Wetness Index","score":0.6791518926620483},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5838668942451477},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.536813497543335},{"id":"https://openalex.org/keywords/stream-power","display_name":"Stream power","score":0.4893164336681366},{"id":"https://openalex.org/keywords/elevation","display_name":"Elevation (ballistics)","score":0.4564618170261383},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.44834962487220764},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3971768915653229},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3858737647533417},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3404843211174011},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32817336916923523},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3280022442340851},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25934427976608276},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.23458880186080933},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22752699255943298},{"id":"https://openalex.org/keywords/sediment","display_name":"Sediment","score":0.16688838601112366},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.14940252900123596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13968580961227417},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.0955653190612793}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.9173761010169983},{"id":"https://openalex.org/C2776898743","wikidata":"https://www.wikidata.org/wiki/Q18353408","display_name":"Topographic Wetness Index","level":3,"score":0.6791518926620483},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5838668942451477},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.536813497543335},{"id":"https://openalex.org/C2780699913","wikidata":"https://www.wikidata.org/wiki/Q7622670","display_name":"Stream power","level":3,"score":0.4893164336681366},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.4564618170261383},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.44834962487220764},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3971768915653229},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3858737647533417},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3404843211174011},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32817336916923523},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3280022442340851},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25934427976608276},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.23458880186080933},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22752699255943298},{"id":"https://openalex.org/C2816523","wikidata":"https://www.wikidata.org/wiki/Q180184","display_name":"Sediment","level":2,"score":0.16688838601112366},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.14940252900123596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13968580961227417},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0955653190612793},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15204952","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15204952","pdf_url":"https://www.mdpi.com/2072-4292/15/20/4952/pdf?version=1697192333","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:596c0a08ed1a42e6b09603bccd698acb","is_oa":true,"landing_page_url":"https://doaj.org/article/596c0a08ed1a42e6b09603bccd698acb","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 20, p 4952 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15204952","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15204952","pdf_url":"https://www.mdpi.com/2072-4292/15/20/4952/pdf?version=1697192333","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G875014977","display_name":null,"funder_award_id":"42177155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G963347288","display_name":null,"funder_award_id":"2017JQ4008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387618210.pdf"},"referenced_works_count":131,"referenced_works":["https://openalex.org/W1122062176","https://openalex.org/W1967335776","https://openalex.org/W1971095756","https://openalex.org/W1977722830","https://openalex.org/W1978141156","https://openalex.org/W1986328771","https://openalex.org/W1987477800","https://openalex.org/W1988988192","https://openalex.org/W1993325649","https://openalex.org/W2000187559","https://openalex.org/W2003049509","https://openalex.org/W2012118327","https://openalex.org/W2012702170","https://openalex.org/W2020768437","https://openalex.org/W2049647840","https://openalex.org/W2055379964","https://openalex.org/W2057039778","https://openalex.org/W2061730269","https://openalex.org/W2073883415","https://openalex.org/W2079109804","https://openalex.org/W2082208114","https://openalex.org/W2086092135","https://openalex.org/W2088730795","https://openalex.org/W2090091295","https://openalex.org/W2093238900","https://openalex.org/W2095344264","https://openalex.org/W2129846909","https://openalex.org/W2143192068","https://openalex.org/W2205158676","https://openalex.org/W2221487567","https://openalex.org/W2256356292","https://openalex.org/W2313288002","https://openalex.org/W2314123773","https://openalex.org/W2342016430","https://openalex.org/W2343905117","https://openalex.org/W2398174322","https://openalex.org/W2417137833","https://openalex.org/W2478414316","https://openalex.org/W2480644650","https://openalex.org/W2519206442","https://openalex.org/W2523887947","https://openalex.org/W2535860701","https://openalex.org/W2548813165","https://openalex.org/W2587950680","https://openalex.org/W2595363338","https://openalex.org/W2609964738","https://openalex.org/W2610838636","https://openalex.org/W2731040012","https://openalex.org/W2734428930","https://openalex.org/W2744156546","https://openalex.org/W2769668329","https://openalex.org/W2773213923","https://openalex.org/W2788741123","https://openalex.org/W2790826728","https://openalex.org/W2791551166","https://openalex.org/W2792324107","https://openalex.org/W2793831793","https://openalex.org/W2794754466","https://openalex.org/W2798214660","https://openalex.org/W2805797923","https://openalex.org/W2878761843","https://openalex.org/W2894082056","https://openalex.org/W2896791226","https://openalex.org/W2899803585","https://openalex.org/W2901334938","https://openalex.org/W2903721734","https://openalex.org/W2903764329","https://openalex.org/W2904698499","https://openalex.org/W2907675382","https://openalex.org/W2916833324","https://openalex.org/W2921068622","https://openalex.org/W2922551714","https://openalex.org/W2923877725","https://openalex.org/W2937219112","https://openalex.org/W2941679512","https://openalex.org/W2942378806","https://openalex.org/W2945554847","https://openalex.org/W2968023343","https://openalex.org/W2971060441","https://openalex.org/W2972082796","https://openalex.org/W2973927839","https://openalex.org/W2981650146","https://openalex.org/W2983191725","https://openalex.org/W2995023505","https://openalex.org/W2995502771","https://openalex.org/W2999388665","https://openalex.org/W3007086118","https://openalex.org/W3014547773","https://openalex.org/W3020916385","https://openalex.org/W3022926677","https://openalex.org/W3038871125","https://openalex.org/W3044718651","https://openalex.org/W3048174439","https://openalex.org/W3048348884","https://openalex.org/W3049181801","https://openalex.org/W3049651666","https://openalex.org/W3080371574","https://openalex.org/W3097185428","https://openalex.org/W3119886363","https://openalex.org/W3126576009","https://openalex.org/W3129838958","https://openalex.org/W3133853803","https://openalex.org/W3135870677","https://openalex.org/W3136882007","https://openalex.org/W3146696747","https://openalex.org/W3149977170","https://openalex.org/W3153493686","https://openalex.org/W3158073719","https://openalex.org/W3158958586","https://openalex.org/W3159045061","https://openalex.org/W3162382803","https://openalex.org/W3169291103","https://openalex.org/W3169743886","https://openalex.org/W3184090884","https://openalex.org/W3184183409","https://openalex.org/W3197524190","https://openalex.org/W4200230112","https://openalex.org/W4210309945","https://openalex.org/W4210388133","https://openalex.org/W4210473467","https://openalex.org/W4237028159","https://openalex.org/W4252987146","https://openalex.org/W4286433661","https://openalex.org/W4296151284","https://openalex.org/W4297549386","https://openalex.org/W4311494594","https://openalex.org/W4318455797","https://openalex.org/W4379365143","https://openalex.org/W4381185938","https://openalex.org/W6673250033","https://openalex.org/W6704218329"],"related_works":["https://openalex.org/W4298139819","https://openalex.org/W2927539500","https://openalex.org/W4388527129","https://openalex.org/W2744763689","https://openalex.org/W3093801116","https://openalex.org/W2233860749","https://openalex.org/W3195361780","https://openalex.org/W2890255671","https://openalex.org/W4281392755","https://openalex.org/W4306739726"],"abstract_inverted_index":{"Landslides":[0],"pose":[1],"significant":[2],"and":[3,12,58,72,97,139,154,171,195,216,258,285,303,309,318,327,335,346,353],"serious":[4],"geological":[5,361],"threat":[6],"disasters":[7],"worldwide,":[8],"threatening":[9],"human":[10],"lives":[11],"property;":[13],"China":[14],"is":[15,28],"particularly":[16],"susceptible":[17],"to":[18,41,137],"these":[19],"disasters.":[20],"This":[21,43,291],"paper":[22],"focuses":[23],"on":[24],"Pengyang":[25,83],"County,":[26],"which":[27],"situated":[29],"in":[30,264,338],"the":[31,46,60,82,95,118,160,168,177,221,225,231,234,242,244,246,271,282,288,295,300,306,310,315,321],"Ningxia":[32],"Hui":[33],"Autonomous":[34],"Region":[35],"of":[36,48,76,86,224,279],"China,":[37],"an":[38,73,91,276],"area":[39,232],"prone":[40],"landslides.":[42],"study":[44],"investigated":[45],"application":[47],"machine":[49],"learning":[50],"techniques":[51],"for":[52,281,287,299,305,314,320,342,356],"analyzing":[53],"landslide":[54,66,96,114,172,183,203,329],"susceptibility.":[55,219],"To":[56,89],"construct":[57],"validate":[59],"model,":[61],"we":[62,111],"initially":[63],"compiled":[64],"a":[65,107,164],"inventory":[67],"comprising":[68],"972":[69],"historical":[70],"landslides":[71],"equivalent":[74],"number":[75],"non-landslide":[77,98],"sites":[78],"(Data":[79],"sourced":[80],"from":[81,159],"County":[84],"Department":[85],"Natural":[87],"Resources).":[88],"ensure":[90],"impartial":[92],"evaluation,":[93],"both":[94],"datasets":[99],"were":[100,185],"randomly":[101],"divided":[102],"into":[103,208],"two":[104],"sets":[105],"using":[106,176,230],"70/30":[108],"ratio.":[109],"Next,":[110],"extracted":[112],"15":[113],"conditioning":[115,169],"factors,":[116],"including":[117],"slope":[119,126],"angle,":[120],"elevation,":[121],"profile":[122],"curvature,":[123,125],"plan":[124],"aspect,":[127],"TWI":[128],"(topographic":[129,133],"wetness":[130],"index),":[131,135,145,153,158],"TPI":[132],"position":[134],"distance":[136],"roads":[138],"rivers,":[140],"NDVI":[141],"(normalized":[142],"difference":[143],"vegetation":[144],"rainfall,":[146],"land":[147],"use,":[148],"lithology,":[149],"SPI":[150],"(stream":[151],"power":[152],"STI":[155],"(sediment":[156],"transport":[157],"spatial":[161],"database.":[162],"Subsequently,":[163],"correlation":[165],"analysis":[166],"between":[167],"factors":[170],"occurrences":[173],"was":[174,206,228,292],"conducted":[175],"certainty":[178],"factor":[179],"(CF)":[180],"method.":[181],"Three":[182],"models":[184,255],"established":[186],"by":[187,294],"employing":[188],"logistic":[189],"regression":[190],"(LR),":[191],"functional":[192,198],"trees":[193,199],"(FTs),":[194],"random":[196],"subspace":[197],"(RSFTs)":[200],"algorithms.":[201],"The":[202,240,249,266,324],"susceptibility":[204,330],"map":[205,331],"categorized":[207],"five":[209],"levels:":[210],"very":[211,217],"low,":[212,213],"medium,":[214],"high,":[215],"high":[218],"Finally,":[220],"predictive":[222,257,273],"capability":[223],"three":[226,254],"algorithms":[227],"assessed":[229],"under":[233],"receiver":[235],"operating":[236],"characteristic":[237],"curve":[238],"(AUC).":[239],"better":[241],"prediction,":[243],"higher":[245],"AUC":[247,277],"value.":[248],"results":[250],"indicate":[251],"that":[252],"all":[253],"are":[256],"practical,":[259],"with":[260,359],"only":[261],"minor":[262],"discrepancies":[263],"accuracy.":[265],"integrated":[267],"model":[268,297,312],"(RSFT)":[269],"displayed":[270],"highest":[272],"performance,":[274],"achieving":[275],"value":[278],"0.844":[280],"training":[283,301,316],"dataset":[284,302,317],"0.837":[286],"validation":[289,307,322],"dataset.":[290],"followed":[293],"LR":[296],"(0.811":[298],"0.814":[304],"dataset)":[308],"FT":[311],"(0.776":[313],"0.760":[319],"dataset).":[323],"proposed":[325],"methods":[326],"resulting":[328],"can":[332],"assist":[333],"researchers":[334],"local":[336],"authorities":[337],"making":[339],"informed":[340],"decisions":[341],"future":[343],"geohazard":[344],"prevention":[345],"mitigation.":[347],"Furthermore,":[348],"they":[349],"will":[350],"prove":[351],"valuable":[352],"be":[354],"useful":[355],"other":[357],"regions":[358],"similar":[360],"characteristics":[362],"features.":[363]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":10}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
