{"id":"https://openalex.org/W4323315522","doi":"https://doi.org/10.3390/rs15051446","title":"Modeling Historical and Future Forest Fires in South Korea: The FLAM Optimization Approach","display_name":"Modeling Historical and Future Forest Fires in South Korea: The FLAM Optimization Approach","publication_year":2023,"publication_date":"2023-03-04","ids":{"openalex":"https://openalex.org/W4323315522","doi":"https://doi.org/10.3390/rs15051446"},"language":"en","primary_location":{"id":"doi:10.3390/rs15051446","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051446","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1446/pdf?version=1678196753","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/2072-4292/15/5/1446/pdf?version=1678196753","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050291308","display_name":"Hyun\u2010Woo Jo","orcid":"https://orcid.org/0000-0001-6127-883X"},"institutions":[{"id":"https://openalex.org/I1317774081","display_name":"International Institute for Applied Systems Analysis","ror":"https://ror.org/02wfhk785","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I1317774081"]},{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["AT","KR"],"is_corresponding":false,"raw_author_name":"Hyun-Woo Jo","raw_affiliation_strings":["Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria","Department of Environmental Science and Ecological Engineering, Korea University, Seoul 02841, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6127-883X","affiliations":[{"raw_affiliation_string":"Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria","institution_ids":["https://openalex.org/I1317774081"]},{"raw_affiliation_string":"Department of Environmental Science and Ecological Engineering, Korea University, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005358007","display_name":"Andrey Krasovskiy","orcid":"https://orcid.org/0000-0003-0940-9366"},"institutions":[{"id":"https://openalex.org/I1317774081","display_name":"International Institute for Applied Systems Analysis","ror":"https://ror.org/02wfhk785","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I1317774081"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andrey Krasovskiy","raw_affiliation_strings":["Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria"],"raw_orcid":"https://orcid.org/0000-0003-0940-9366","affiliations":[{"raw_affiliation_string":"Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria","institution_ids":["https://openalex.org/I1317774081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031593013","display_name":"Mina Hong","orcid":"https://orcid.org/0000-0001-9177-309X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mina Hong","raw_affiliation_strings":["OJEong Resilience Institute (OJERI), Korea University, Seoul 02841, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-9177-309X","affiliations":[{"raw_affiliation_string":"OJEong Resilience Institute (OJERI), Korea University, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079025640","display_name":"Shelby Corning","orcid":"https://orcid.org/0009-0001-5277-5380"},"institutions":[{"id":"https://openalex.org/I1317774081","display_name":"International Institute for Applied Systems Analysis","ror":"https://ror.org/02wfhk785","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I1317774081"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Shelby Corning","raw_affiliation_strings":["Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria","institution_ids":["https://openalex.org/I1317774081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019221594","display_name":"Whijin Kim","orcid":"https://orcid.org/0000-0002-7093-7312"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Whijin Kim","raw_affiliation_strings":["Department of Environmental Science and Ecological Engineering, Korea University, Seoul 02841, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-7093-7312","affiliations":[{"raw_affiliation_string":"Department of Environmental Science and Ecological Engineering, Korea University, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052135651","display_name":"Florian Kraxner","orcid":"https://orcid.org/0000-0003-3832-6236"},"institutions":[{"id":"https://openalex.org/I1317774081","display_name":"International Institute for Applied Systems Analysis","ror":"https://ror.org/02wfhk785","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I1317774081"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Florian Kraxner","raw_affiliation_strings":["Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria"],"raw_orcid":"https://orcid.org/0000-0003-3832-6236","affiliations":[{"raw_affiliation_string":"Agriculture Forestry and Ecosystem Services (AFE) Group, Biodiversity and Natural Resources (BNR) Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria","institution_ids":["https://openalex.org/I1317774081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034477242","display_name":"Woo\u2010Kyun Lee","orcid":"https://orcid.org/0000-0002-2188-359X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Woo-Kyun Lee","raw_affiliation_strings":["Department of Environmental Science and Ecological Engineering, Korea University, Seoul 02841, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-2188-359X","affiliations":[{"raw_affiliation_string":"Department of Environmental Science and Ecological Engineering, Korea University, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034477242"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.2191,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92282355,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"5","first_page":"1446","last_page":"1446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":1.0,"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":1.0,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9937000274658203,"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/T10535","display_name":"Landslides and related hazards","score":0.9918000102043152,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7165014743804932},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.5992705821990967},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5495476126670837},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4786739945411682},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.45174455642700195},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3905203342437744},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3502216935157776},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3360343873500824},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2291753590106964},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.21564450860023499},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12148803472518921},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07946038246154785}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7165014743804932},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5992705821990967},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5495476126670837},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4786739945411682},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.45174455642700195},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3905203342437744},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3502216935157776},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3360343873500824},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2291753590106964},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.21564450860023499},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12148803472518921},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07946038246154785},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs15051446","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051446","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1446/pdf?version=1678196753","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:pure.iiasa.ac.at:18652","is_oa":true,"landing_page_url":"https://pure.iiasa.ac.at/view/iiasa/3478.html>","pdf_url":"https://pure.iiasa.ac.at/id/eprint/18652/1/remotesensing-15-01446-v3.pdf","source":{"id":"https://openalex.org/S4306401423","display_name":"IIASA PURE (International Institute of Applied Systems Analysis)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1317774081","host_organization_name":"International Institute for Applied Systems Analysis","host_organization_lineage":["https://openalex.org/I1317774081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:8fdc16fc40b446298ec493859dadd262","is_oa":true,"landing_page_url":"https://doaj.org/article/8fdc16fc40b446298ec493859dadd262","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 5, p 1446 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/5/1446/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15051446","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 15; Issue 5; Pages: 1446","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15051446","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051446","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1446/pdf?version=1678196753","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","id":"https://metadata.un.org/sdg/13","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G406878036","display_name":null,"funder_award_id":"C265157","funder_id":"https://openalex.org/F4320334881","funder_display_name":"Korea Forest Service"},{"id":"https://openalex.org/G6366590561","display_name":null,"funder_award_id":"2021345B10-2223-CD01","funder_id":"https://openalex.org/F4320310617","funder_display_name":"Klima- und Energiefonds"},{"id":"https://openalex.org/G7933182892","display_name":null,"funder_award_id":"2021345B10-2223-CD01","funder_id":"https://openalex.org/F4320334881","funder_display_name":"Korea Forest Service"},{"id":"https://openalex.org/G8893532231","display_name":null,"funder_award_id":"C265157","funder_id":"https://openalex.org/F4320310617","funder_display_name":"Klima- und Energiefonds"}],"funders":[{"id":"https://openalex.org/F4320310617","display_name":"Klima- und Energiefonds","ror":"https://ror.org/044ym4p17"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320327324","display_name":"International Institute for Applied Systems Analysis","ror":"https://ror.org/02wfhk785"},{"id":"https://openalex.org/F4320332478","display_name":"U.S. Forest Service","ror":"https://ror.org/03zmjc935"},{"id":"https://openalex.org/F4320334881","display_name":"Korea Forest Service","ror":"https://ror.org/05bjbww34"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323315522.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1826761059","https://openalex.org/W1966489155","https://openalex.org/W1980891109","https://openalex.org/W1991525415","https://openalex.org/W2018636632","https://openalex.org/W2035998037","https://openalex.org/W2040266815","https://openalex.org/W2040545878","https://openalex.org/W2048453439","https://openalex.org/W2075622216","https://openalex.org/W2085696766","https://openalex.org/W2114123573","https://openalex.org/W2123810914","https://openalex.org/W2133707588","https://openalex.org/W2157245283","https://openalex.org/W2161581594","https://openalex.org/W2174925769","https://openalex.org/W2254218200","https://openalex.org/W2322915731","https://openalex.org/W2346742934","https://openalex.org/W2401289788","https://openalex.org/W2406529170","https://openalex.org/W2406933442","https://openalex.org/W2507090955","https://openalex.org/W2605125683","https://openalex.org/W2605229819","https://openalex.org/W2883791671","https://openalex.org/W2896486526","https://openalex.org/W2909595154","https://openalex.org/W2914116870","https://openalex.org/W2951996341","https://openalex.org/W2965979120","https://openalex.org/W2966543762","https://openalex.org/W2983846184","https://openalex.org/W2994865980","https://openalex.org/W3009666109","https://openalex.org/W3171481185","https://openalex.org/W3185089024","https://openalex.org/W4200619664","https://openalex.org/W4281285415","https://openalex.org/W4297101590","https://openalex.org/W4309459153","https://openalex.org/W6648363880","https://openalex.org/W6713386885","https://openalex.org/W6713583189","https://openalex.org/W6713681549","https://openalex.org/W6989455448"],"related_works":["https://openalex.org/W2324371611","https://openalex.org/W1968810339","https://openalex.org/W3096121261","https://openalex.org/W3190643595","https://openalex.org/W4225788860","https://openalex.org/W4376872516","https://openalex.org/W4205311831","https://openalex.org/W2365319581","https://openalex.org/W1991192109","https://openalex.org/W4309269549"],"abstract_inverted_index":{"Climate":[0],"change-induced":[1],"heat":[2],"waves":[3],"increase":[4],"the":[5,27,36,69,85,94,111,119,157,184,189,219,228,232,251,281,297],"global":[6,210],"risk":[7,37],"of":[8,38,73,87,113,141,159,162,221,231,270,272,300],"forest":[9,75,143,163,206,236,240,252,302],"fires,":[10],"intensifying":[11],"biomass":[12],"burning":[13],"and":[14,41,54,62,71,138,146,172,202,224,262,276],"accelerating":[15],"climate":[16,225],"change":[17,226],"in":[18,30,80,90,183,188,235],"a":[19,24,209,268],"vicious":[20],"cycle.":[21],"This":[22,45,284],"presents":[23],"challenge":[25],"to":[26,48,99,125,133,186,215,267,280,296],"response":[28],"system":[29],"heavily":[31],"forested":[32],"South":[33,65,216],"Korea,":[34],"increasing":[35],"more":[39],"frequent":[40],"large-scale":[42],"fire":[43,144,164,207,241,274],"outbreaks.":[44],"study":[46,82,285],"aims":[47],"optimize":[49],"IIASA\u2019s":[50],"wildFire":[51],"cLimate":[52],"impacts":[53,204],"Adaptation":[55],"Model":[56],"(FLAM)\u2014a":[57],"processed-based":[58],"model":[59],"integrating":[60],"biophysical":[61,201],"human":[63,203],"impacts\u2014to":[64],"Korea":[66,217],"for":[67,106,199,239,244,291],"projecting":[68],"pattern":[70],"scale":[72,211],"future":[74,142,301],"fires.":[76,237,303],"The":[77],"developments":[78],"performed":[79],"this":[81],"include:":[83],"(1)":[84],"optimization":[86,153,220],"probability":[88],"algorithms":[89,198],"FLAM":[91],"based":[92,249],"on":[93,205,250],"national":[95,107,175],"GIS":[96],"data":[97],"downscaled":[98],"1":[100],"km2":[101],"with":[102],"additional":[103],"factors":[104],"introduced":[105],"specific":[108],"modeling;":[109],"(2)":[110],"improvement":[112],"soil":[114,131],"moisture":[115,132],"computation":[116],"by":[117,129,289],"adjusting":[118],"Fine":[120],"Fuel":[121],"Moisture":[122],"Code":[123],"(FFMC)":[124],"represent":[126],"vegetation":[127],"feedbacks":[128],"fitting":[130],"daily":[134],"remote":[135],"sensing":[136],"data;":[137],"(3)":[139],"projection":[140],"frequency":[145,275],"burned":[147,277],"area.":[148],"Our":[149],"results":[150],"show":[151],"that":[152,195],"has":[154],"considerably":[155],"improved":[156,180],"modeling":[158],"seasonal":[160],"patterns":[161],"frequency.":[165],"Pearson\u2019s":[166],"correlation":[167],"coefficient":[168],"between":[169],"monthly":[170],"predictions":[171],"observations":[173],"from":[174,181],"statistics":[176],"over":[177],"2016\u20132022":[178],"was":[179],"0.171":[182],"non-optimized":[185],"0.893":[187],"optimized":[190],"FLAM.":[191],"These":[192],"findings":[193],"imply":[194],"FLAM\u2019s":[196],"main":[197,229],"interpreting":[200],"at":[208],"are":[212],"only":[213],"applicable":[214],"after":[218],"all":[222],"modules,":[223],"is":[227],"driver":[230],"recent":[233],"increases":[234],"Projections":[238],"were":[242],"produced":[243],"four":[245],"periods":[246],"until":[247],"2100":[248],"management":[253,258,265],"plan,":[254],"which":[255],"included":[256],"three":[257],"scenarios":[259],"(current,":[260],"ideal,":[261],"overprotection).":[263],"Ideal":[264],"led":[266],"reduction":[269],"60\u201370%":[271],"both":[273],"area":[278],"compared":[279],"overprotection":[282],"scenario.":[283],"should":[286],"be":[287],"followed":[288],"research":[290],"developing":[292],"adaptation":[293],"strategies":[294],"corresponding":[295],"projected":[298],"risks":[299]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}