{"id":"https://openalex.org/W4220867998","doi":"https://doi.org/10.3390/rs14071645","title":"Remote Sensing and Meteorological Data Fusion in Predicting Bushfire Severity: A Case Study from Victoria, Australia","display_name":"Remote Sensing and Meteorological Data Fusion in Predicting Bushfire Severity: A Case Study from Victoria, Australia","publication_year":2022,"publication_date":"2022-03-29","ids":{"openalex":"https://openalex.org/W4220867998","doi":"https://doi.org/10.3390/rs14071645"},"language":"en","primary_location":{"id":"doi:10.3390/rs14071645","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071645","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1645/pdf?version=1648714967","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/2072-4292/14/7/1645/pdf?version=1648714967","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070761066","display_name":"Saroj Kumar Sharma","orcid":"https://orcid.org/0000-0002-3333-6008"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I2800497579","display_name":"CRC for Spatial information","ror":"https://ror.org/022482e21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I2800497579"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Saroj Kumar Sharma","raw_affiliation_strings":["Centre for Disaster Management and Public Safety (CDMPS), Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","Centre for Spatial Data Infrastructures and Land Administration, Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Disaster Management and Public Safety (CDMPS), Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"Centre for Spatial Data Infrastructures and Land Administration, Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I2800497579"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084255329","display_name":"Jagannath Aryal","orcid":"https://orcid.org/0000-0002-4875-2127"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I2800497579","display_name":"CRC for Spatial information","ror":"https://ror.org/022482e21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I2800497579"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jagannath Aryal","raw_affiliation_strings":["Centre for Disaster Management and Public Safety (CDMPS), Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","Centre for Spatial Data Infrastructures and Land Administration, Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4875-2127","affiliations":[{"raw_affiliation_string":"Centre for Disaster Management and Public Safety (CDMPS), Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"Centre for Spatial Data Infrastructures and Land Administration, Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I2800497579"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075301188","display_name":"Abbas Rajabifard","orcid":"https://orcid.org/0000-0002-4256-3173"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I2800497579","display_name":"CRC for Spatial information","ror":"https://ror.org/022482e21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I2800497579"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Rajabifard","raw_affiliation_strings":["Centre for Disaster Management and Public Safety (CDMPS), Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","Centre for Spatial Data Infrastructures and Land Administration, Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4256-3173","affiliations":[{"raw_affiliation_string":"Centre for Disaster Management and Public Safety (CDMPS), Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"Centre for Spatial Data Infrastructures and Land Administration, Department of Infrastructure Engineering, Faculty of Engineering and IT, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I2800497579"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070761066"],"corresponding_institution_ids":["https://openalex.org/I165779595","https://openalex.org/I2800497579"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":1.7641,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.83606708,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":"7","first_page":"1645","last_page":"1645"},"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/T10535","display_name":"Landslides and related hazards","score":0.9990000128746033,"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":0.9585000276565552,"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/environmental-science","display_name":"Environmental science","score":0.6883645057678223},{"id":"https://openalex.org/keywords/moderate-resolution-imaging-spectroradiometer","display_name":"Moderate-resolution imaging spectroradiometer","score":0.5391530990600586},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.528328537940979},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.47153741121292114},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.447482705116272},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4211474657058716},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3932173252105713},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2904765009880066},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.27361494302749634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2218833565711975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11812356114387512}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6883645057678223},{"id":"https://openalex.org/C2777007095","wikidata":"https://www.wikidata.org/wiki/Q676840","display_name":"Moderate-resolution imaging spectroradiometer","level":3,"score":0.5391530990600586},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.528328537940979},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.47153741121292114},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.447482705116272},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4211474657058716},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3932173252105713},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2904765009880066},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.27361494302749634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2218833565711975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11812356114387512},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14071645","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071645","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1645/pdf?version=1648714967","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:971af26d52224a8ab77b30bf341d8f52","is_oa":true,"landing_page_url":"https://doaj.org/article/971af26d52224a8ab77b30bf341d8f52","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 14, Iss 7, p 1645 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/7/1645/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14071645","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/rs14071645","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071645","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1645/pdf?version=1648714967","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":0.7099999785423279,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320311447","display_name":"Department of Environment, Land, Water and Planning, State Government of Victoria","ror":"https://ror.org/03m3hse57"},{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320974","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98"},{"id":"https://openalex.org/F4320322858","display_name":"State Government of Victoria","ror":"https://ror.org/02xvc5r05"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220867998.pdf","grobid_xml":"https://content.openalex.org/works/W4220867998.grobid-xml"},"referenced_works_count":141,"referenced_works":["https://openalex.org/W262221058","https://openalex.org/W1413645801","https://openalex.org/W1522627058","https://openalex.org/W1537949103","https://openalex.org/W1587093540","https://openalex.org/W1966216504","https://openalex.org/W1966327575","https://openalex.org/W1967049547","https://openalex.org/W1970689497","https://openalex.org/W1975008515","https://openalex.org/W1977561632","https://openalex.org/W1979870017","https://openalex.org/W1985575635","https://openalex.org/W1985993371","https://openalex.org/W1987822482","https://openalex.org/W2010150056","https://openalex.org/W2011002060","https://openalex.org/W2011431787","https://openalex.org/W2021317560","https://openalex.org/W2021979887","https://openalex.org/W2029899683","https://openalex.org/W2034995282","https://openalex.org/W2036968860","https://openalex.org/W2043286242","https://openalex.org/W2058731966","https://openalex.org/W2066929333","https://openalex.org/W2071681633","https://openalex.org/W2074955809","https://openalex.org/W2076812056","https://openalex.org/W2089020474","https://openalex.org/W2089797179","https://openalex.org/W2092010470","https://openalex.org/W2099831943","https://openalex.org/W2108064960","https://openalex.org/W2109039041","https://openalex.org/W2109328008","https://openalex.org/W2110306174","https://openalex.org/W2111252687","https://openalex.org/W2115568725","https://openalex.org/W2119313339","https://openalex.org/W2123501637","https://openalex.org/W2125223451","https://openalex.org/W2132294441","https://openalex.org/W2134452758","https://openalex.org/W2134456074","https://openalex.org/W2135382969","https://openalex.org/W2135634883","https://openalex.org/W2135695572","https://openalex.org/W2139227591","https://openalex.org/W2144230836","https://openalex.org/W2151036870","https://openalex.org/W2153731457","https://openalex.org/W2155261478","https://openalex.org/W2155334980","https://openalex.org/W2157572199","https://openalex.org/W2159321828","https://openalex.org/W2169840829","https://openalex.org/W2171210136","https://openalex.org/W2200246263","https://openalex.org/W2266849824","https://openalex.org/W2295598076","https://openalex.org/W2298550543","https://openalex.org/W2299917073","https://openalex.org/W2409779529","https://openalex.org/W2527769729","https://openalex.org/W2532781996","https://openalex.org/W2574160848","https://openalex.org/W2604808181","https://openalex.org/W2725711042","https://openalex.org/W2725897987","https://openalex.org/W2766438525","https://openalex.org/W2768552973","https://openalex.org/W2772670678","https://openalex.org/W2783755930","https://openalex.org/W2790597003","https://openalex.org/W2793502888","https://openalex.org/W2806810430","https://openalex.org/W2847765000","https://openalex.org/W2889246260","https://openalex.org/W2890117183","https://openalex.org/W2890225206","https://openalex.org/W2895096214","https://openalex.org/W2898574537","https://openalex.org/W2901271692","https://openalex.org/W2904663324","https://openalex.org/W2904801920","https://openalex.org/W2904891766","https://openalex.org/W2911964244","https://openalex.org/W2922019787","https://openalex.org/W2961163108","https://openalex.org/W2972094786","https://openalex.org/W2972175198","https://openalex.org/W2979539276","https://openalex.org/W2982978521","https://openalex.org/W2984168399","https://openalex.org/W2987201163","https://openalex.org/W2987541078","https://openalex.org/W2989700724","https://openalex.org/W2993247229","https://openalex.org/W2997864262","https://openalex.org/W2998216295","https://openalex.org/W3000521192","https://openalex.org/W3002679185","https://openalex.org/W3003752746","https://openalex.org/W3005068726","https://openalex.org/W3007124550","https://openalex.org/W3008626511","https://openalex.org/W3011532161","https://openalex.org/W3012174158","https://openalex.org/W3017773087","https://openalex.org/W3022979107","https://openalex.org/W3024514501","https://openalex.org/W3031885913","https://openalex.org/W3038231202","https://openalex.org/W3044680911","https://openalex.org/W3044845622","https://openalex.org/W3080219514","https://openalex.org/W3081125651","https://openalex.org/W3092365004","https://openalex.org/W3093590773","https://openalex.org/W3097685718","https://openalex.org/W3099079911","https://openalex.org/W3106204509","https://openalex.org/W3118915980","https://openalex.org/W3122635731","https://openalex.org/W3133095194","https://openalex.org/W3154188595","https://openalex.org/W3157876441","https://openalex.org/W3163483780","https://openalex.org/W3163631193","https://openalex.org/W3181354841","https://openalex.org/W3203648506","https://openalex.org/W4200528676","https://openalex.org/W4251708881","https://openalex.org/W6609797736","https://openalex.org/W6653223708","https://openalex.org/W6687659818","https://openalex.org/W6791493015","https://openalex.org/W6801770931","https://openalex.org/W6930637689","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W4386690025","https://openalex.org/W4322710485","https://openalex.org/W4402664569","https://openalex.org/W4315777889","https://openalex.org/W4404789265","https://openalex.org/W3201348321"],"abstract_inverted_index":{"The":[0,214,291],"extent":[1],"and":[2,24,67,118,123,150,159,247,303,324],"severity":[3,226,260,266,284,319],"of":[4,18,21,78,83,98,105,208,221,255,279,294,317],"bushfires":[5,58,86],"in":[6,27,61,87,126,164,228,258,264,300],"a":[7,48,272,277],"landscape":[8,29],"are":[9],"largely":[10],"governed":[11],"by":[12,47,177],"meteorological":[13,22,96,119,280],"conditions.":[14],"An":[15],"accurate":[16],"understanding":[17],"the":[19,28,74,84,166,191,195,204,218,222,229,253,314],"interactions":[20],"variables":[23,223,281,296],"fire":[25,44,92],"behaviour":[26],"is":[30,227,297],"very":[31],"complex,":[32],"yet":[33],"possible.":[34],"In":[35],"exploring":[36],"such":[37],"understanding,":[38],"we":[39],"used":[40,163],"2693":[41],"high-confidence":[42],"active":[43],"points":[45],"recorded":[46],"Moderate":[49],"Resolution":[50],"Imaging":[51],"Spectroradiometer":[52],"(MODIS)":[53],"sensor":[54],"for":[55,111,275,282,313,320],"nine":[56],"different":[57,95,133],"that":[59,190,217],"occurred":[60],"Victoria":[62],"between":[63],"1":[64],"January":[65],"2009":[66],"31":[68],"March":[69],"2009.":[70],"These":[71,115],"fires":[72],"include":[73],"Black":[75],"Saturday":[76],"Bushfires":[77],"7":[79],"February":[80],"2009,":[81],"one":[82],"worst":[85],"Australian":[88],"history.":[89],"For":[90],"each":[91],"point,":[93],"62":[94],"parameters":[97],"bushfire":[99,225,259,265,283,318,322],"time":[100],"were":[101,121,162],"extracted":[102],"from":[103],"Bureau":[104],"Meteorology":[106],"Atmospheric":[107],"high-resolution":[108],"Regional":[109],"Reanalysis":[110],"Australia":[112],"(BARRA)":[113],"data.":[114],"remote":[116],"sensing":[117],"datasets":[120],"fused":[122],"further":[124],"processed":[125],"assessing":[127],"their":[128,288],"relative":[129,219,249,289],"importance":[130,254],"using":[131],"four":[132],"tree-based":[134],"ensemble":[135],"machine":[136],"learning":[137],"models,":[138,307],"namely,":[139],"Random":[140],"Forest":[141,144],"(RF),":[142],"Fuzzy":[143],"(FF),":[145],"Boosted":[146],"Regression":[147],"Tree":[148],"(BRT),":[149],"Extreme":[151],"Gradient":[152],"Boosting":[153],"(XGBoost).":[154],"Google":[155],"Earth":[156],"Engine":[157],"(GEE)":[158],"Landsat":[160],"images":[161],"deriving":[165],"response":[167],"variable\u2013Relative":[168],"Difference":[169,182],"Normalised":[170,183],"Burn":[171,184],"Ratio":[172,185],"(RdNBR),":[173],"which":[174,308],"was":[175],"selected":[176],"comparing":[178],"its":[179],"performance":[180,207],"against":[181,211],"(dNBR).":[186],"Our":[187],"findings":[188],"demonstrate":[189],"FF":[192],"algorithm":[193],"utilising":[194],"Weighted":[196],"Gene":[197],"Coexpression":[198],"Network":[199],"Analysis":[200],"(WGCNA)":[201],"method":[202],"has":[203],"best":[205],"predictive":[206],"96.50%,":[209],"assessed":[210],"10-fold":[212],"cross-validation.":[213],"result":[215],"shows":[216],"influence":[220],"on":[224,287],"following":[230],"order:":[231],"(1)":[232],"soil":[233,236,256],"moisture,":[234],"(2)":[235],"temperature,":[237,243],"(3)":[238],"air":[239,242],"pressure,":[240],"(4)":[241],"(5)":[244],"vertical":[245],"wind,":[246],"(6)":[248],"humidity.":[250],"This":[251],"highlights":[252],"meteorology":[257],"analysis,":[261],"often":[262],"excluded":[263],"research.":[267],"Further,":[268],"this":[269],"study":[270],"provides":[271],"scientific":[273],"basis":[274],"choosing":[276],"subset":[278,293],"prediction":[285],"depending":[286],"importance.":[290],"optimal":[292],"high-ranked":[295],"extremely":[298],"useful":[299,312],"constructing":[301],"simplified":[302],"computationally":[304],"efficient":[305],"surrogate":[306],"can":[309],"be":[310],"particularly":[311],"rapid":[315],"assessment":[316],"operational":[321],"management":[323],"effective":[325],"mitigation":[326],"efforts.":[327]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
