{"id":"https://openalex.org/W4229372223","doi":"https://doi.org/10.3390/rs14092237","title":"Landslide Segmentation with Deep Learning: Evaluating Model Generalization in Rainfall-Induced Landslides in Brazil","display_name":"Landslide Segmentation with Deep Learning: Evaluating Model Generalization in Rainfall-Induced Landslides in Brazil","publication_year":2022,"publication_date":"2022-05-06","ids":{"openalex":"https://openalex.org/W4229372223","doi":"https://doi.org/10.3390/rs14092237"},"language":"en","primary_location":{"id":"doi:10.3390/rs14092237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092237","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2237/pdf?version=1652251424","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/2072-4292/14/9/2237/pdf?version=1652251424","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015104632","display_name":"Lucas Pedrosa Soares","orcid":"https://orcid.org/0000-0002-6980-597X"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Pedrosa Soares","raw_affiliation_strings":["Institute of Geosciences, University of S\u00e3o Paulo (IGc-USP), S\u00e3o Paulo 05508-080, Brazil","Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosciences, University of S\u00e3o Paulo (IGc-USP), S\u00e3o Paulo 05508-080, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053339757","display_name":"Helen Cristina Dias","orcid":"https://orcid.org/0000-0002-5006-7006"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helen Cristina Dias","raw_affiliation_strings":["Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil"],"affiliations":[{"raw_affiliation_string":"Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072925528","display_name":"Guilherme Pereira Bento Garcia","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guilherme Pereira Bento Garcia","raw_affiliation_strings":["Institute of Geosciences, University of S\u00e3o Paulo (IGc-USP), S\u00e3o Paulo 05508-080, Brazil","Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosciences, University of S\u00e3o Paulo (IGc-USP), S\u00e3o Paulo 05508-080, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014956576","display_name":"Carlos Henrique Grohmann","orcid":"https://orcid.org/0000-0001-5073-5572"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Carlos Henrique Grohmann","raw_affiliation_strings":["Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil"],"affiliations":[{"raw_affiliation_string":"Spatial Analysis and Modelling Lab (SPAMLab), Institute of Energy and Environment, University of S\u00e3o Paulo (IEE-USP), S\u00e3o Paulo 05508-080, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014956576"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":16.7584,"has_fulltext":true,"cited_by_count":58,"citation_normalized_percentile":{"value":0.99195595,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"14","issue":"9","first_page":"2237","last_page":"2237"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9854000210762024,"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":0.8613214492797852},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6896271705627441},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5848791003227234},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5668885707855225},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5618720054626465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5241798758506775},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.47401294112205505},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4676135778427124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4662192463874817},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.44215917587280273},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4292922019958496},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.39442646503448486},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.31072279810905457},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15392115712165833},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.13752010464668274},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09560966491699219},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.07281047105789185}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8613214492797852},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6896271705627441},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5848791003227234},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5668885707855225},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5618720054626465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5241798758506775},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.47401294112205505},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4676135778427124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4662192463874817},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.44215917587280273},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4292922019958496},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.39442646503448486},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.31072279810905457},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15392115712165833},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.13752010464668274},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09560966491699219},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.07281047105789185},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14092237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092237","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2237/pdf?version=1652251424","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:3363474487f84ba6b0eeb21c0099c23e","is_oa":true,"landing_page_url":"https://doaj.org/article/3363474487f84ba6b0eeb21c0099c23e","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 9, p 2237 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/9/2237/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14092237","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14092237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092237","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2237/pdf?version=1652251424","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":[{"score":0.7400000095367432,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1225096374","display_name":null,"funder_award_id":"Finance Code 00","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G1459603912","display_name":null,"funder_award_id":"#2019/26568-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G1950316668","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G2282562089","display_name":null,"funder_award_id":"2019/17555-1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G237172224","display_name":null,"funder_award_id":"-0 and","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2784401074","display_name":null,"funder_award_id":"423481/2018-5","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G295657101","display_name":null,"funder_award_id":"2019/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3288294548","display_name":null,"funder_award_id":"Code 001.","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G3304849250","display_name":null,"funder_award_id":"1/2018","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3331681876","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3421998845","display_name":null,"funder_award_id":"Finance Code 001.","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G3517961840","display_name":"High-resolution remote sensing, deep learning and geomorphometry in analyses of mass movements and geological risk","funder_award_id":"19/26568-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3601516360","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3883789297","display_name":null,"funder_award_id":"Code 00","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G3914732244","display_name":null,"funder_award_id":"2018-5","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4162405094","display_name":"Application of high-resolution digital elevation models in geology and geomorphology","funder_award_id":"16/06628-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4174992740","display_name":null,"funder_award_id":"304413/2018-6","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4289733606","display_name":null,"funder_award_id":"304413","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4332196409","display_name":null,"funder_award_id":"Finance_Code_001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4600047395","display_name":null,"funder_award_id":"FAPESP","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4832083435","display_name":null,"funder_award_id":"2016/06628-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5517312174","display_name":null,"funder_award_id":"#304413/2018-6","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G558443157","display_name":null,"funder_award_id":"2019/26568-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5594160014","display_name":null,"funder_award_id":"423481/2018-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5696276328","display_name":null,"funder_award_id":"Finance","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G5774508780","display_name":null,"funder_award_id":"2019/17555-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G579035749","display_name":null,"funder_award_id":"2019/26568-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G590852968","display_name":null,"funder_award_id":"#423481/2018-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6515092298","display_name":null,"funder_award_id":"Finance Code 001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G692611148","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G7223834163","display_name":null,"funder_award_id":"304413/2018-6","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8134005612","display_name":null,"funder_award_id":"2016/06628-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8237147847","display_name":null,"funder_award_id":"#2016","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8837013128","display_name":null,"funder_award_id":"Code 0","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4229372223.pdf","grobid_xml":"https://content.openalex.org/works/W4229372223.grobid-xml"},"referenced_works_count":99,"referenced_works":["https://openalex.org/W17263396","https://openalex.org/W33518744","https://openalex.org/W46940949","https://openalex.org/W1512712028","https://openalex.org/W1572435444","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1912954554","https://openalex.org/W1967174063","https://openalex.org/W1969470658","https://openalex.org/W1970331803","https://openalex.org/W1975382649","https://openalex.org/W1980038761","https://openalex.org/W1984792953","https://openalex.org/W1985658177","https://openalex.org/W1989078512","https://openalex.org/W2001665101","https://openalex.org/W2003381260","https://openalex.org/W2004912142","https://openalex.org/W2005227058","https://openalex.org/W2012089683","https://openalex.org/W2015159529","https://openalex.org/W2017692381","https://openalex.org/W2017920701","https://openalex.org/W2020611012","https://openalex.org/W2026492654","https://openalex.org/W2033003794","https://openalex.org/W2035385475","https://openalex.org/W2037402385","https://openalex.org/W2046048043","https://openalex.org/W2046752082","https://openalex.org/W2053536071","https://openalex.org/W2058082754","https://openalex.org/W2063623478","https://openalex.org/W2070549879","https://openalex.org/W2080134555","https://openalex.org/W2081620141","https://openalex.org/W2084744129","https://openalex.org/W2091881089","https://openalex.org/W2092680370","https://openalex.org/W2094896089","https://openalex.org/W2095705004","https://openalex.org/W2098057602","https://openalex.org/W2103079830","https://openalex.org/W2115548515","https://openalex.org/W2145830077","https://openalex.org/W2147555471","https://openalex.org/W2162380055","https://openalex.org/W2163605009","https://openalex.org/W2168228682","https://openalex.org/W2342016430","https://openalex.org/W2463247229","https://openalex.org/W2510250369","https://openalex.org/W2515866431","https://openalex.org/W2604400741","https://openalex.org/W2610291153","https://openalex.org/W2624848721","https://openalex.org/W2734840251","https://openalex.org/W2764034829","https://openalex.org/W2782522152","https://openalex.org/W2792546905","https://openalex.org/W2805627121","https://openalex.org/W2883823848","https://openalex.org/W2893932676","https://openalex.org/W2912361013","https://openalex.org/W2915254566","https://openalex.org/W2930302290","https://openalex.org/W2951991161","https://openalex.org/W2954332586","https://openalex.org/W2963636184","https://openalex.org/W2964194231","https://openalex.org/W2966450079","https://openalex.org/W2967019526","https://openalex.org/W2980867860","https://openalex.org/W2989839147","https://openalex.org/W2989851051","https://openalex.org/W2997678765","https://openalex.org/W2998709485","https://openalex.org/W2999453777","https://openalex.org/W3005741980","https://openalex.org/W3011881883","https://openalex.org/W3047392236","https://openalex.org/W3091852895","https://openalex.org/W3102619772","https://openalex.org/W3105577662","https://openalex.org/W3111915298","https://openalex.org/W3112315548","https://openalex.org/W3135146228","https://openalex.org/W3158723639","https://openalex.org/W4211207492","https://openalex.org/W4220849339","https://openalex.org/W6630599643","https://openalex.org/W6674330103","https://openalex.org/W6684191040","https://openalex.org/W6704218329","https://openalex.org/W6718914506","https://openalex.org/W6771780389","https://openalex.org/W6998518978","https://openalex.org/W7020769482"],"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":{"Automatic":[0],"landslide":[1,15,29,150],"mapping":[2],"is":[3,201],"crucial":[4],"for":[5,27,149,179,194,205],"a":[6,10,33,100,202],"fast":[7],"response":[8],"in":[9,46,74,125,152,197,213],"disaster":[11],"scenario":[12],"and":[13,78,99,115,142,172,200,218],"improving":[14,180],"susceptibility":[16],"models.":[17,57],"Recent":[18],"studies":[19],"highlighted":[20],"the":[21,37,51,56,68,121,129,163,169,181,188],"potential":[22,189],"of":[23,40,71,86,123,190],"deep":[24,191],"learning":[25,192],"methods":[26],"automatic":[28],"segmentation.":[30],"However,":[31],"only":[32],"few":[34],"works":[35],"discuss":[36],"generalization":[38,69,212],"capacity":[39,70],"these":[41,72],"models":[42,73,133,193],"to":[43,54,66,128,167],"segment":[44],"landslides":[45,124,196],"areas":[47,75,126,153,199],"that":[48,108,162,173,209],"differ":[49],"from":[50,215],"ones":[52],"used":[53],"train":[55],"In":[58,158],"this":[59],"study,":[60],"we":[61,106,160],"evaluated":[62],"three":[63,87],"different":[64,79,155,198],"locations":[65],"assess":[67],"with":[76,91,135,154],"similar":[77,127],"environmental":[80,156],"aspects.":[81,157],"The":[82],"model":[83,103,211],"training":[84,130],"consisted":[85],"distinct":[88],"datasets":[89],"created":[90],"RapidEye":[92],"satellite":[93],"images,":[94],"Normalized":[95],"Vegetation":[96],"Index":[97],"(NDVI),":[98],"digital":[101],"elevation":[102],"(DEM).":[104],"Here,":[105],"show":[107],"larger":[109],"patch":[110,137],"sizes":[111,138],"(128":[112],"\u00d7":[113,117,140,144],"128":[114],"256":[116,118],"pixels)":[119,146],"favor":[120],"detection":[122,151],"area,":[131],"while":[132],"trained":[134],"smaller":[136],"(32":[139],"32":[141],"64":[143,145],"are":[147,177],"better":[148],"addition,":[159],"found":[161],"NDVI":[164],"layer":[165],"helped":[166],"balance":[168],"model\u2019s":[170],"results":[171],"morphological":[174],"post-processing":[175],"operations":[176],"efficient":[178],"segmentation":[182],"precision":[183],"results.":[184],"Our":[185],"research":[186],"highlights":[187],"segmenting":[195],"starting":[203],"point":[204],"more":[206],"sophisticated":[207],"investigations":[208],"evaluate":[210],"images":[214],"various":[216],"sensors":[217],"resolutions.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}