{"id":"https://openalex.org/W4313434923","doi":"https://doi.org/10.1109/jstars.2022.3225070","title":"Burned Area Mapping Using Unitemporal PlanetScope Imagery With a Deep Learning Based Approach","display_name":"Burned Area Mapping Using Unitemporal PlanetScope Imagery With a Deep Learning Based Approach","publication_year":2022,"publication_date":"2022-11-28","ids":{"openalex":"https://openalex.org/W4313434923","doi":"https://doi.org/10.1109/jstars.2022.3225070"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2022.3225070","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3225070","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/09964218.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/09964218.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059385972","display_name":"Ah Young Cho","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":true,"raw_author_name":"Ah Young Cho","raw_affiliation_strings":["School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020167791","display_name":"Si-eun Park","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":"Si-eun Park","raw_affiliation_strings":["School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007055878","display_name":"Duk\u2010jin Kim","orcid":"https://orcid.org/0000-0001-8147-7641"},"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":"Duk-jin Kim","raw_affiliation_strings":["School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100615641","display_name":"Junwoo Kim","orcid":"https://orcid.org/0000-0002-3784-1060"},"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":"Junwoo Kim","raw_affiliation_strings":["School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101842366","display_name":"Chenglei Li","orcid":"https://orcid.org/0000-0003-2789-967X"},"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":"Chenglei Li","raw_affiliation_strings":["School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070255186","display_name":"Juyoung Song","orcid":"https://orcid.org/0000-0003-0083-9490"},"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":"Juyoung Song","raw_affiliation_strings":["School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059385972"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":4.0821,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.94872506,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"16","issue":null,"first_page":"242","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9919000267982483,"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/T10553","display_name":"Combustion and flame dynamics","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5783179402351379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42280298471450806},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3878338932991028}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5783179402351379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42280298471450806},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3878338932991028}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2022.3225070","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3225070","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/09964218.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d73aca2d61ab41ccb587605c89af7abb","is_oa":true,"landing_page_url":"https://doaj.org/article/d73aca2d61ab41ccb587605c89af7abb","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 242-253 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2022.3225070","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3225070","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/09964218.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7685055460","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313434923.pdf","grobid_xml":"https://content.openalex.org/works/W4313434923.grobid-xml"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W163045169","https://openalex.org/W655809229","https://openalex.org/W1510164809","https://openalex.org/W1542549258","https://openalex.org/W1579544826","https://openalex.org/W1588692793","https://openalex.org/W1955806497","https://openalex.org/W1974110440","https://openalex.org/W1975120840","https://openalex.org/W1994508789","https://openalex.org/W2005420410","https://openalex.org/W2022050124","https://openalex.org/W2025333898","https://openalex.org/W2051874926","https://openalex.org/W2056344550","https://openalex.org/W2076945639","https://openalex.org/W2090191602","https://openalex.org/W2095268500","https://openalex.org/W2097482693","https://openalex.org/W2097553599","https://openalex.org/W2112796928","https://openalex.org/W2120951786","https://openalex.org/W2127534273","https://openalex.org/W2127969831","https://openalex.org/W2143723913","https://openalex.org/W2147800946","https://openalex.org/W2149050292","https://openalex.org/W2164668723","https://openalex.org/W2167878179","https://openalex.org/W2186997638","https://openalex.org/W2188426488","https://openalex.org/W2217470572","https://openalex.org/W2222595002","https://openalex.org/W2253154013","https://openalex.org/W2397336531","https://openalex.org/W2415430125","https://openalex.org/W2519617919","https://openalex.org/W2530960585","https://openalex.org/W2577537809","https://openalex.org/W2590082389","https://openalex.org/W2604086375","https://openalex.org/W2604292667","https://openalex.org/W2764034829","https://openalex.org/W2782522152","https://openalex.org/W2782970864","https://openalex.org/W2804436788","https://openalex.org/W2808330913","https://openalex.org/W2888697548","https://openalex.org/W2911506294","https://openalex.org/W2912941165","https://openalex.org/W2920767026","https://openalex.org/W2940726923","https://openalex.org/W2963185843","https://openalex.org/W2964877781","https://openalex.org/W2995297230","https://openalex.org/W3003452346","https://openalex.org/W3015508506","https://openalex.org/W3021970402","https://openalex.org/W3028628556","https://openalex.org/W3040457521","https://openalex.org/W3045606376","https://openalex.org/W3047100782","https://openalex.org/W3048592407","https://openalex.org/W3109530577","https://openalex.org/W3117517820","https://openalex.org/W3139395209","https://openalex.org/W3155150792","https://openalex.org/W3158048883","https://openalex.org/W3163612517","https://openalex.org/W3170966956","https://openalex.org/W3175322496","https://openalex.org/W3175701034","https://openalex.org/W3204809120","https://openalex.org/W3205819938","https://openalex.org/W4200044643","https://openalex.org/W4282976009","https://openalex.org/W4287754085","https://openalex.org/W6606628675","https://openalex.org/W6686911192","https://openalex.org/W6733905848","https://openalex.org/W6780128020","https://openalex.org/W6788128679","https://openalex.org/W6802267338"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2390279801","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"The":[0,115,152,212],"risk":[1],"and":[2,16,57,63,101,127,158,167,186,205,215,230],"damage":[3,37],"of":[4,19,60,170,218,241],"wildfires":[5],"have":[6],"been":[7,52],"increasing":[8],"due":[9],"to":[10,24,34,40,144,201,228,233],"various":[11],"reasons":[12],"including":[13],"climate":[14],"change,":[15],"the":[17,55,102,156,219,239,246],"Republic":[18],"Korea":[20],"is":[21,30,105,163],"no":[22],"exception":[23],"this":[25,86],"situation.":[26],"Burned":[27,44],"area":[28,45,72,149],"mapping":[29,46,73,150],"crucial":[31],"not":[32],"only":[33],"prevent":[35],"further":[36],"but":[38],"also":[39],"manage":[41],"burned":[42,71,148,243],"areas.":[43],"using":[47,82,119,245],"satellite":[48,61,121],"data,":[49],"however,":[50],"has":[51,91],"limited":[53],"by":[54,75,135,208],"spatial":[56],"temporal":[58],"resolution":[59],"data":[62],"classification":[64,174,206],"accuracy.":[65],"This":[66],"article":[67],"presents":[68],"a":[69,111],"new":[70],"method,":[74],"which":[76,109],"damaged":[77],"areas":[78,244],"can":[79],"be":[80],"mapped":[81],"semantic":[83],"segmentation.":[84],"For":[85],"research,":[87],"PlanetScope":[88,113],"imagery":[89],"that":[90,131,155],"high-resolution":[92],"images":[93,122,130],"with":[94],"very":[95],"short":[96],"revisit":[97],"time":[98],"was":[99,117,199],"used,":[100],"proposed":[103],"method":[104],"based":[106,249],"on":[107],"U-Net":[108],"requires":[110],"unitemporal":[112],"image.":[114],"network":[116],"trained":[118],"17":[120],"for":[123],"12":[124],"forest":[125],"fires":[126],"corresponding":[128],"label":[129],"were":[132,142,190],"obtained":[133],"semiautomatically":[134],"setting":[136],"threshold":[137],"values.":[138],"Band":[139],"combination":[140,162],"tests":[141],"conducted":[143,200],"produce":[145],"an":[146],"optimal":[147,157],"model.":[151],"results":[153,237],"demonstrated":[154],"most":[159],"stable":[160],"band":[161],"red,":[164],"green,":[165],"blue,":[166],"near":[168],"infrared":[169],"PlanetScope.":[171],"To":[172],"improve":[173,202],"accuracy,":[175],"Normalized":[176],"Difference":[177],"Vegetation":[178],"Index,":[179],"dissimilarity":[180],"extracted":[181],"from":[182,226,231],"Gray-Level":[183],"Co-Occurrence":[184],"Matrix,":[185],"Land":[187],"Cover":[188],"Maps":[189],"used":[191],"as":[192],"additional":[193],"datasets.":[194],"In":[195],"addition,":[196],"topographic":[197],"normalization":[198],"model":[203],"performance":[204],"accuracy":[207],"reducing":[209],"shadow":[210],"effects.":[211],"F1":[213],"scores":[214],"overall":[216],"accuracies":[217],"final":[220],"image":[221],"segmentation":[222],"models":[223],"are":[224],"ranged":[225],"0.883":[227],"0.939,":[229],"0.990":[232],"0.997,":[234],"respectively.":[235],"These":[236],"highlight":[238],"potential":[240],"detecting":[242],"deep":[247],"learning":[248],"approach.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}