{"id":"https://openalex.org/W4295864678","doi":"https://doi.org/10.3390/rs14184436","title":"Landslide Susceptibility Prediction Considering Neighborhood Characteristics of Landslide Spatial Datasets and Hydrological Slope Units Using Remote Sensing and GIS Technologies","display_name":"Landslide Susceptibility Prediction Considering Neighborhood Characteristics of Landslide Spatial Datasets and Hydrological Slope Units Using Remote Sensing and GIS Technologies","publication_year":2022,"publication_date":"2022-09-06","ids":{"openalex":"https://openalex.org/W4295864678","doi":"https://doi.org/10.3390/rs14184436"},"language":"en","primary_location":{"id":"doi:10.3390/rs14184436","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14184436","pdf_url":"https://www.mdpi.com/2072-4292/14/18/4436/pdf?version=1662469510","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/2072-4292/14/18/4436/pdf?version=1662469510","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049970336","display_name":"Faming Huang","orcid":"https://orcid.org/0000-0002-4428-7133"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Faming Huang","raw_affiliation_strings":["School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China"],"affiliations":[{"raw_affiliation_string":"School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101613198","display_name":"Siyu Tao","orcid":"https://orcid.org/0009-0006-6655-2483"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Tao","raw_affiliation_strings":["School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China"],"affiliations":[{"raw_affiliation_string":"School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101966935","display_name":"Deying Li","orcid":"https://orcid.org/0000-0002-7386-1173"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deying Li","raw_affiliation_strings":["Department of Engineering Geology and Geotechnical Engineering, China University of Geosciences, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Geology and Geotechnical Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074029800","display_name":"Zhipeng Lian","orcid":null},"institutions":[{"id":"https://openalex.org/I2799486974","display_name":"China Geological Survey","ror":"https://ror.org/04wtq2305","country_code":"CN","type":"other","lineage":["https://openalex.org/I2799486974"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhipeng Lian","raw_affiliation_strings":["Wuhan Center, China Geological Survey, Wuhan 430223, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Center, China Geological Survey, Wuhan 430223, China","institution_ids":["https://openalex.org/I2799486974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026730159","display_name":"Filippo Catani","orcid":"https://orcid.org/0000-0001-5185-4725"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Catani","raw_affiliation_strings":["Department of Geosciences, University of Padova, Via Gradenigo, 35131 Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, University of Padova, Via Gradenigo, 35131 Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013263653","display_name":"Jinsong Huang","orcid":"https://orcid.org/0000-0002-5159-1635"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinsong Huang","raw_affiliation_strings":["Discipline of Civil, Surveying and Environmental Engineering, Priority Research Centre for Geotechnical Science and Engineering, University of Newcastle, Callaghan, NSW 2308, Australia"],"affiliations":[{"raw_affiliation_string":"Discipline of Civil, Surveying and Environmental Engineering, Priority Research Centre for Geotechnical Science and Engineering, University of Newcastle, Callaghan, NSW 2308, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070011755","display_name":"Kailong Li","orcid":"https://orcid.org/0000-0002-3311-5782"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kailong Li","raw_affiliation_strings":["School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China"],"affiliations":[{"raw_affiliation_string":"School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078911291","display_name":"Chuhong Zhang","orcid":"https://orcid.org/0000-0002-3378-7570"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuhong Zhang","raw_affiliation_strings":["School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China"],"affiliations":[{"raw_affiliation_string":"School of Infrastructure Engineering, Nanchang University, Nanchang 330031, China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5074029800"],"corresponding_institution_ids":["https://openalex.org/I2799486974"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":17.3481,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.99260458,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"14","issue":"18","first_page":"4436","last_page":"4436"},"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/T10644","display_name":"Cryospheric studies and observations","score":0.9782000184059143,"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"}},{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9743000268936157,"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":0.832205057144165},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.4721115827560425},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46401891112327576},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4575497508049011},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.4328482151031494},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.42399245500564575},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3335687518119812},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3230978548526764},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20140811800956726},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1662437617778778},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.1352349817752838},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11375916004180908},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.10349258780479431}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.832205057144165},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.4721115827560425},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46401891112327576},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4575497508049011},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.4328482151031494},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.42399245500564575},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3335687518119812},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3230978548526764},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20140811800956726},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1662437617778778},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.1352349817752838},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11375916004180908},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.10349258780479431},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs14184436","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14184436","pdf_url":"https://www.mdpi.com/2072-4292/14/18/4436/pdf?version=1662469510","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:56fe6422d119413f931da1ac98b7378a","is_oa":true,"landing_page_url":"https://doaj.org/article/56fe6422d119413f931da1ac98b7378a","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 14, Iss 18, p 4436 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/18/4436/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14184436","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":"Remote Sensing; Volume 14; Issue 18; Pages: 4436","raw_type":"Text"},{"id":"pmh:oai:www.research.unipd.it:11577/3470606","is_oa":true,"landing_page_url":"https://hdl.handle.net/11577/3470606","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs14184436","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14184436","pdf_url":"https://www.mdpi.com/2072-4292/14/18/4436/pdf?version=1662469510","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":"Sustainable cities and communities","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4228424516","display_name":null,"funder_award_id":"41807285","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5705180527","display_name":null,"funder_award_id":"YC2021-S138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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"},{"id":"https://openalex.org/F4320322792","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295864678.pdf","grobid_xml":"https://content.openalex.org/works/W4295864678.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W1987791622","https://openalex.org/W1988872213","https://openalex.org/W2017917631","https://openalex.org/W2035830726","https://openalex.org/W2036033711","https://openalex.org/W2036379054","https://openalex.org/W2051784080","https://openalex.org/W2061759157","https://openalex.org/W2066848039","https://openalex.org/W2068901663","https://openalex.org/W2082941103","https://openalex.org/W2584860397","https://openalex.org/W2592104387","https://openalex.org/W2765825416","https://openalex.org/W2788433893","https://openalex.org/W2791665776","https://openalex.org/W2799544692","https://openalex.org/W2810932392","https://openalex.org/W2898517807","https://openalex.org/W2898899267","https://openalex.org/W2908782165","https://openalex.org/W2917122056","https://openalex.org/W2934624075","https://openalex.org/W2938012181","https://openalex.org/W2968719127","https://openalex.org/W2993717253","https://openalex.org/W3005376489","https://openalex.org/W3009372096","https://openalex.org/W3021580388","https://openalex.org/W3028926540","https://openalex.org/W3030768590","https://openalex.org/W3032464364","https://openalex.org/W3032913569","https://openalex.org/W3033772434","https://openalex.org/W3035405765","https://openalex.org/W3036091573","https://openalex.org/W3036638755","https://openalex.org/W3036885790","https://openalex.org/W3038187968","https://openalex.org/W3040446840","https://openalex.org/W3048631361","https://openalex.org/W3088162569","https://openalex.org/W3095965565","https://openalex.org/W3102692100","https://openalex.org/W3116766382","https://openalex.org/W3117712630","https://openalex.org/W3127903661","https://openalex.org/W3129174429","https://openalex.org/W3129838958","https://openalex.org/W3130006539","https://openalex.org/W3148760263","https://openalex.org/W3155902738","https://openalex.org/W3160618888","https://openalex.org/W3169157623","https://openalex.org/W3192731655","https://openalex.org/W3196782172","https://openalex.org/W3197354770","https://openalex.org/W3202173875","https://openalex.org/W3203165460","https://openalex.org/W4200539666","https://openalex.org/W4212830900","https://openalex.org/W4223610633","https://openalex.org/W4226551898","https://openalex.org/W4231120422","https://openalex.org/W4244100231","https://openalex.org/W4285987749","https://openalex.org/W4293246595","https://openalex.org/W6761373209","https://openalex.org/W6790519293","https://openalex.org/W6795021875","https://openalex.org/W6826160820"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W3081499580","https://openalex.org/W2615020820","https://openalex.org/W3106883776","https://openalex.org/W2950100253"],"abstract_inverted_index":{"Landslides":[0],"are":[1,23],"affected":[2],"not":[3],"only":[4],"by":[5,12,63],"their":[6],"own":[7],"environmental":[8,15,57,82,116,209],"factors,":[9],"but":[10],"also":[11,174],"the":[13,18,26,44,53,68,77,93,107,112,142,157,179,185,189,200,214,223,228,232,241,253],"neighborhood":[14,27,45,81,158,208,229,242],"factors":[16,58,117,210],"and":[17,61,67,105,136,147,188,207,217],"landslide":[19,34,48,80,85,94,161,193],"clustering":[20,95],"effect,":[21],"which":[22],"represented":[24],"as":[25,103,111],"characteristics":[28,46,159,243],"of":[29,47,79,160,192,244],"modelling":[30],"spatial":[31,49,162,245],"datasets":[32,50,163,246],"in":[33,97,236],"susceptibility":[35,194],"prediction":[36,186],"(LSP).":[37],"This":[38],"study":[39],"aims":[40],"to":[41,75,91,153],"innovatively":[42],"explore":[43],"for":[51,176],"reducing":[52],"LSP":[54,155,180,215,224,254],"uncertainty.":[55],"Neighborhood":[56],"were":[59,139,151,182],"acquired":[60],"managed":[62],"remote":[64],"sensing":[65],"(RS)":[66],"geographic":[69],"information":[70],"system":[71],"(GIS),":[72],"then":[73],"used":[74],"represent":[76,92],"influence":[78,251],"factors.":[83],"The":[84],"aggregation":[86],"index":[87],"(LAI)":[88],"was":[89,173,219],"proposed":[90],"effect":[96],"GIS.":[98],"Taking":[99],"Chongyi":[100],"County,":[101],"China,":[102],"example,":[104],"using":[106,205],"hydrological":[108],"slope":[109,167],"unit":[110],"mapping":[113],"unit,":[114],"12":[115],"including":[118],"elevation,":[119],"slope,":[120],"aspect,":[121],"profile":[122],"curvature,":[123,125],"plan":[124],"topographic":[126],"relief,":[127],"lithology,":[128],"gully":[129],"density,":[130],"annual":[131],"average":[132],"rainfall,":[133],"NDVI,":[134],"NDBI,":[135],"road":[137],"density":[138],"selected.":[140],"Next,":[141],"support":[143],"vector":[144],"machine":[145],"(SVM)":[146],"random":[148],"forest":[149],"(RF)":[150],"selected":[152],"perform":[154],"considering":[156,227],"based":[164],"on":[165,252],"hydrologic":[166],"units.":[168],"Meanwhile,":[169],"a":[170,248],"grid-based":[171],"model":[172],"established":[175],"comparison.":[177],"Finally,":[178],"uncertainties":[181],"analyzed":[183],"from":[184],"accuracy":[187],"distribution":[190],"patterns":[191],"indexes":[195],"(LSIs).":[196],"Results":[197],"showed":[198],"that":[199,240],"improved":[201],"frequency":[202],"ratio":[203],"method":[204],"LAI":[206],"can":[211],"effectively":[212],"ensure":[213],"accuracy,":[216],"it":[218],"significantly":[220],"higher":[221],"than":[222],"results":[225],"without":[226],"conditions.":[230],"Furthermore,":[231],"Wilcoxon":[233],"rank":[234],"test":[235,238],"nonparametric":[237],"indicates":[239],"had":[247],"great":[249],"positive":[250],"performance.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
