{"id":"https://openalex.org/W4327796941","doi":"https://doi.org/10.1109/tvcg.2023.3258440","title":"Analysis of Wildfire Visualization Systems for Research and Training: Are They Up for the Challenge of the Current State of Wildfires?","display_name":"Analysis of Wildfire Visualization Systems for Research and Training: Are They Up for the Challenge of the Current State of Wildfires?","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4327796941","doi":"https://doi.org/10.1109/tvcg.2023.3258440","pmid":"https://pubmed.ncbi.nlm.nih.gov/37030767"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2023.3258440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3258440","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1959.4/unsworks_82937","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108036485","display_name":"Carlos Cortes","orcid":"https://orcid.org/0000-0003-0626-0914"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Carlos A. Tirado Cortes","raw_affiliation_strings":["iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0626-0914","affiliations":[{"raw_affiliation_string":"iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018047591","display_name":"Susanne Thurow","orcid":"https://orcid.org/0000-0002-4670-4850"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Susanne Thurow","raw_affiliation_strings":["iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4670-4850","affiliations":[{"raw_affiliation_string":"iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827924","display_name":"Alex Ong","orcid":"https://orcid.org/0000-0002-6326-4439"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alex Ong","raw_affiliation_strings":["iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084093960","display_name":"Jason J. Sharples","orcid":"https://orcid.org/0000-0002-7816-6989"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jason J. Sharples","raw_affiliation_strings":["School of Science, The University of New South Wales, Canberra, ACT, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7816-6989","affiliations":[{"raw_affiliation_string":"School of Science, The University of New South Wales, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047184141","display_name":"Tomasz Bednarz","orcid":"https://orcid.org/0000-0001-9240-0922"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomasz Bednarz","raw_affiliation_strings":["NVIDIA Corporation, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9240-0922","affiliations":[{"raw_affiliation_string":"NVIDIA Corporation, Sydney, NSW, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023402413","display_name":"Grant William Stevens","orcid":"https://orcid.org/0000-0003-1620-9127"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Grant Stevens","raw_affiliation_strings":["School of Art &#x0026; Design, The University of New South Wales, Paddington, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1620-9127","affiliations":[{"raw_affiliation_string":"School of Art &#x0026; Design, The University of New South Wales, Paddington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026641165","display_name":"Dennis Del Favero","orcid":"https://orcid.org/0000-0002-6761-0992"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dennis Del Favero","raw_affiliation_strings":["iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6761-0992","affiliations":[{"raw_affiliation_string":"iCinema Research Centre, The University of New South Wales, Kensington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4743,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.81831157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"7","first_page":"4285","last_page":"4303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.7599301934242249},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7581255435943604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6920992136001587},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.49695804715156555},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4609644114971161},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.45670437812805176},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.4421986937522888},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43108034133911133},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3347264528274536},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3293980360031128},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.21308329701423645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12553927302360535},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12394300103187561},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.11946389079093933},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07827910780906677}],"concepts":[{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.7599301934242249},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7581255435943604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6920992136001587},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.49695804715156555},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4609644114971161},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.45670437812805176},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.4421986937522888},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43108034133911133},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3347264528274536},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3293980360031128},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.21308329701423645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12553927302360535},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12394300103187561},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.11946389079093933},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07827910780906677},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2023.3258440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3258440","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:37030767","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37030767","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_82937","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_82937","pdf_url":null,"source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"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":"IEEE Transactions on Visualization and Computer Graphics, 30, 7, 4285-4303","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_82937","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_82937","pdf_url":null,"source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"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":"IEEE Transactions on Visualization and Computer Graphics, 30, 7, 4285-4303","raw_type":"http://purl.org/coar/resource_type/c_6501"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":172,"referenced_works":["https://openalex.org/W20337161","https://openalex.org/W782064750","https://openalex.org/W1917860882","https://openalex.org/W1969021871","https://openalex.org/W1970569592","https://openalex.org/W1987822482","https://openalex.org/W1991568111","https://openalex.org/W1992371953","https://openalex.org/W1993434637","https://openalex.org/W2000994041","https://openalex.org/W2004490978","https://openalex.org/W2005089486","https://openalex.org/W2014204660","https://openalex.org/W2023264485","https://openalex.org/W2025693723","https://openalex.org/W2030001148","https://openalex.org/W2038547623","https://openalex.org/W2041975605","https://openalex.org/W2042908791","https://openalex.org/W2047761067","https://openalex.org/W2061897734","https://openalex.org/W2062262000","https://openalex.org/W2071795992","https://openalex.org/W2078306634","https://openalex.org/W2082606260","https://openalex.org/W2083311833","https://openalex.org/W2090213792","https://openalex.org/W2093722918","https://openalex.org/W2094728196","https://openalex.org/W2123484643","https://openalex.org/W2124571229","https://openalex.org/W2138162185","https://openalex.org/W2141377875","https://openalex.org/W2142493242","https://openalex.org/W2142913435","https://openalex.org/W2153717767","https://openalex.org/W2159996805","https://openalex.org/W2169568434","https://openalex.org/W2200246263","https://openalex.org/W2273606229","https://openalex.org/W2288630385","https://openalex.org/W2320084995","https://openalex.org/W2493502717","https://openalex.org/W2514575897","https://openalex.org/W2527769729","https://openalex.org/W2560215771","https://openalex.org/W2569839963","https://openalex.org/W2605145518","https://openalex.org/W2614882898","https://openalex.org/W2623858382","https://openalex.org/W2769265803","https://openalex.org/W2782182518","https://openalex.org/W2796318591","https://openalex.org/W2804602498","https://openalex.org/W2870728449","https://openalex.org/W2888068719","https://openalex.org/W2888847922","https://openalex.org/W2889457194","https://openalex.org/W2896550038","https://openalex.org/W2896790687","https://openalex.org/W2900735959","https://openalex.org/W2901217235","https://openalex.org/W2904248865","https://openalex.org/W2920455132","https://openalex.org/W2925105068","https://openalex.org/W2945191949","https://openalex.org/W2951683332","https://openalex.org/W2952144336","https://openalex.org/W2963034576","https://openalex.org/W2966541941","https://openalex.org/W2967066275","https://openalex.org/W2967092529","https://openalex.org/W2969502667","https://openalex.org/W2970197619","https://openalex.org/W2973158165","https://openalex.org/W2983347580","https://openalex.org/W2996545640","https://openalex.org/W2998828464","https://openalex.org/W2999374305","https://openalex.org/W3001721383","https://openalex.org/W3007508383","https://openalex.org/W3024562150","https://openalex.org/W3031775683","https://openalex.org/W3038372909","https://openalex.org/W3048756410","https://openalex.org/W3080230202","https://openalex.org/W3082457272","https://openalex.org/W3093635570","https://openalex.org/W3101964186","https://openalex.org/W3109852710","https://openalex.org/W3110940139","https://openalex.org/W3111537500","https://openalex.org/W3118318105","https://openalex.org/W3122646463","https://openalex.org/W3123774481","https://openalex.org/W3124105418","https://openalex.org/W3124353981","https://openalex.org/W3124943089","https://openalex.org/W3126406259","https://openalex.org/W3131122791","https://openalex.org/W3135269415","https://openalex.org/W3136128581","https://openalex.org/W3136670884","https://openalex.org/W3137111453","https://openalex.org/W3151684001","https://openalex.org/W3162109951","https://openalex.org/W3164012715","https://openalex.org/W3165740030","https://openalex.org/W3181068321","https://openalex.org/W3183318857","https://openalex.org/W3193686331","https://openalex.org/W3195224137","https://openalex.org/W3195492777","https://openalex.org/W3196339996","https://openalex.org/W3205196465","https://openalex.org/W3216338593","https://openalex.org/W4211222173","https://openalex.org/W4220794424","https://openalex.org/W4220848825","https://openalex.org/W4220851224","https://openalex.org/W4224210994","https://openalex.org/W4225127470","https://openalex.org/W4225758471","https://openalex.org/W4232383686","https://openalex.org/W4239907424","https://openalex.org/W4242517900","https://openalex.org/W4249362020","https://openalex.org/W4254127299","https://openalex.org/W4281288361","https://openalex.org/W4281393096","https://openalex.org/W4285542201","https://openalex.org/W4296619487","https://openalex.org/W4296820367","https://openalex.org/W4304193672","https://openalex.org/W4307827216","https://openalex.org/W4309715783","https://openalex.org/W6649801220","https://openalex.org/W6680318923","https://openalex.org/W6680505863","https://openalex.org/W6687659818","https://openalex.org/W6688521922","https://openalex.org/W6749357764","https://openalex.org/W6753854163","https://openalex.org/W6779885919","https://openalex.org/W6785505540","https://openalex.org/W6786003111","https://openalex.org/W6786559265","https://openalex.org/W6788437496","https://openalex.org/W6788806979","https://openalex.org/W6789726253","https://openalex.org/W6791310031","https://openalex.org/W6793834986","https://openalex.org/W6794783590","https://openalex.org/W6795007587","https://openalex.org/W6795460942","https://openalex.org/W6795526592","https://openalex.org/W6797917221","https://openalex.org/W6803467905","https://openalex.org/W6805328207","https://openalex.org/W6807612731","https://openalex.org/W6808874616","https://openalex.org/W6808878674","https://openalex.org/W6809836860","https://openalex.org/W6810246159","https://openalex.org/W6838082577","https://openalex.org/W6839331067","https://openalex.org/W6841514981","https://openalex.org/W6843028224","https://openalex.org/W6843612977","https://openalex.org/W6847426171","https://openalex.org/W6848792548","https://openalex.org/W7074690757"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2105200106","https://openalex.org/W2129488645","https://openalex.org/W2154046714","https://openalex.org/W2816876164","https://openalex.org/W1938514595","https://openalex.org/W2162338305"],"abstract_inverted_index":{"Wildfires":[0],"affect":[1],"many":[2],"regions":[3],"across":[4],"the":[5,25,28,53,91,123,150],"world.":[6],"The":[7,30],"accelerated":[8],"progression":[9],"of":[10,94,127,153],"global":[11],"warming":[12],"has":[13,33,62],"amplified":[14],"their":[15,20],"frequency":[16],"and":[17,27,47,68,105,114,118],"scale,":[18],"deepening":[19],"impact":[21],"on":[22],"human":[23],"life,":[24],"economy,":[26],"environment.":[29],"temperature":[31],"rise":[32],"been":[34],"driving":[35],"wildfires":[36],"to":[37,41,51,72,76,78,110,143,148],"behave":[38],"unpredictably":[39],"compared":[40],"those":[42],"previously":[43],"observed,":[44],"challenging":[45],"researchers":[46],"fire":[48,64],"management":[49],"agencies":[50],"understand":[52],"factors":[54],"behind":[55],"this":[56,60,97],"behavioral":[57],"change.":[58],"Furthermore,":[59],"change":[61],"rendered":[63],"personnel":[65,75],"training":[66],"outdated":[67],"lost":[69],"its":[70],"ability":[71],"adequately":[73],"prepare":[74],"respond":[77],"these":[79,128,131],"new":[80],"fires.":[81],"Immersive":[82],"visualization":[83,108],"can":[84],"play":[85],"a":[86],"key":[87],"role":[88],"in":[89],"tackling":[90],"growing":[92],"issue":[93],"wildfires.":[95,154],"Therefore,":[96],"survey":[98],"reviews":[99],"various":[100],"studies":[101,132],"that":[102],"use":[103],"immersive":[104,146],"non-immersive":[106],"data":[107],"techniques":[109],"depict":[111],"wildfire":[112],"behavior":[113],"train":[115],"first":[116],"responders":[117],"planners.":[119],"This":[120],"paper":[121],"identifies":[122],"most":[124],"useful":[125],"characteristics":[126],"systems.":[129],"While":[130],"support":[133],"knowledge":[134],"creation":[135],"for":[136],"certain":[137],"situations,":[138],"there":[139],"is":[140],"still":[141],"scope":[142],"comprehensively":[144],"improve":[145],"systems":[147],"address":[149],"unforeseen":[151],"dynamics":[152]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
