{"id":"https://openalex.org/W4402261741","doi":"https://doi.org/10.1109/igarss53475.2024.10640792","title":"Extraction of Fire Risk Factors Near Power Transmission Facilities Using High-Resolution Satellite Images","display_name":"Extraction of Fire Risk Factors Near Power Transmission Facilities Using High-Resolution Satellite Images","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261741","doi":"https://doi.org/10.1109/igarss53475.2024.10640792"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10640792","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112564397","display_name":"Wonbin Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonbin Kang","raw_affiliation_strings":["Seoul National University,Department of Civil and Environmental Engineering,Seoul,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Department of Civil and Environmental Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101964120","display_name":"Yongil Kim","orcid":"https://orcid.org/0000-0003-0541-8986"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongil Kim","raw_affiliation_strings":["Seoul National University,Department of Civil and Environmental Engineering,Seoul,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Department of Civil and Environmental Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":1.4954,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79665155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3831","last_page":"3835"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9997000098228455,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9782000184059143,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6648038625717163},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.6205953359603882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.564142107963562},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5433874726295471},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4899860918521881},{"id":"https://openalex.org/keywords/power-transmission","display_name":"Power transmission","score":0.4634878933429718},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4301599860191345},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.41816338896751404},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.36116692423820496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24047398567199707},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1689114272594452},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16385439038276672},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.12305867671966553},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12005403637886047}],"concepts":[{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6648038625717163},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.6205953359603882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.564142107963562},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5433874726295471},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4899860918521881},{"id":"https://openalex.org/C92018576","wikidata":"https://www.wikidata.org/wiki/Q3242194","display_name":"Power transmission","level":3,"score":0.4634878933429718},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4301599860191345},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.41816338896751404},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.36116692423820496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24047398567199707},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1689114272594452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16385439038276672},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.12305867671966553},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12005403637886047},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10640792","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.46000000834465027,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324625","display_name":"Korea Agency for Infrastructure Technology Advancement","ror":"https://ror.org/00rxf7n07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2092133582","https://openalex.org/W2504819465","https://openalex.org/W2750608893","https://openalex.org/W2911840441","https://openalex.org/W2913649977","https://openalex.org/W3095093537","https://openalex.org/W3118915980"],"related_works":["https://openalex.org/W1517180214","https://openalex.org/W2082780921","https://openalex.org/W2377297411","https://openalex.org/W2025517136","https://openalex.org/W2028664052","https://openalex.org/W3148217948","https://openalex.org/W634414395","https://openalex.org/W4212954839","https://openalex.org/W3190051883","https://openalex.org/W4401570279"],"abstract_inverted_index":{"The":[0,176,202],"severity":[1],"and":[2,37,75,83,95,130,155,171,186],"frequency":[3],"of":[4,21,44,109,159,221],"wildfires":[5,32],"are":[6],"escalating":[7],"globally.":[8],"Gangwon":[9],"Province":[10],"in":[11,52,218],"Korea,":[12],"known":[13],"for":[14,58,72,102,200,208],"its":[15],"high":[16],"susceptibility":[17],"to":[18,97,136,141,145,195],"wildfires,":[19],"consists":[20],"approximately":[22],"80%":[23],"mountainous":[24,53,146,222],"terrain,":[25],"making":[26],"it":[27],"a":[28,41,73,183],"critical":[29],"region":[30],"where":[31],"often":[33,89],"exhibit":[34],"significant":[35],"scale":[36],"prolonged":[38],"duration.":[39],"Notably,":[40],"considerable":[42],"portion":[43],"South":[45],"Korea's":[46],"power":[47,64,118],"transmission":[48,119,147,223],"facilities":[49],"is":[50],"situated":[51],"areas,":[54],"increasing":[55],"the":[56,206,213,219],"potential":[57],"major":[59],"societal":[60],"disruptions,":[61],"such":[62],"as":[63],"outages.":[65],"Consequently,":[66],"there":[67],"arises":[68],"an":[69],"urgent":[70],"need":[71,207],"proactive":[74],"long-term":[76],"monitoring":[77,108,211],"system":[78],"utilizing":[79,212],"remote":[80],"sensing":[81],"technology":[82],"periodic":[84],"satellite":[85,100,128],"imagery.":[86],"Existing":[87],"research":[88],"relies":[90],"on":[91],"field":[92],"survey":[93],"data":[94,135,158],"low":[96],"medium":[98],"resolution":[99],"imagery":[101,129],"broad":[103],"area":[104],"analysis.":[105],"However,":[106],"selective":[107],"fire-related":[110,153],"factors":[111,139,154,166,178,217],"proves":[112],"advantageous":[113],"considering":[114],"extensive":[115],"terrain":[116],"encompassing":[117],"facilities.":[120,148,224],"For":[121],"this":[122,124],"purpose,":[123],"paper":[125],"employs":[126],"high-resolution":[127],"periodically":[131],"updated":[132],"open-source":[133],"geospatial":[134],"extract":[137],"key":[138],"contributing":[140],"fire":[142,160,164,197,215],"risk":[143,161,165,198,210,216],"adjacent":[144],"Through":[149],"correlation":[150],"analysis":[151],"between":[152],"ground":[156],"truth":[157],"levels,":[162],"three":[163],"(forest":[167],"type,":[168],"slope":[169,172],"gradient,":[170],"aspect)":[173],"were":[174,179],"extracted.":[175],"extracted":[177,214],"subsequently":[180],"incorporated":[181],"into":[182],"CART":[184],"(Classification":[185],"Regression":[187],"Trees)-based":[188],"ensemble":[189],"model":[190],"with":[191],"different":[192],"weights":[193],"assigned":[194],"generate":[196],"maps":[199],"validation.":[201],"accuracy":[203],"results":[204],"confirmed":[205],"wildfire":[209],"vicinity":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
