{"id":"https://openalex.org/W4400910784","doi":"https://doi.org/10.1109/ic_aset61847.2024.10596250","title":"Multi-Modal AI for Enhanced Forest Fire Early Detection: Scalar and Image Fusion","display_name":"Multi-Modal AI for Enhanced Forest Fire Early Detection: Scalar and Image Fusion","publication_year":2024,"publication_date":"2024-04-27","ids":{"openalex":"https://openalex.org/W4400910784","doi":"https://doi.org/10.1109/ic_aset61847.2024.10596250"},"language":"en","primary_location":{"id":"doi:10.1109/ic_aset61847.2024.10596250","doi":"https://doi.org/10.1109/ic_aset61847.2024.10596250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic_aset61847.2024.10596250","pdf_url":null,"source":{"id":"https://openalex.org/S7407087967","display_name":"IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030934996","display_name":"Tarek Azzabi","orcid":"https://orcid.org/0009-0002-2340-8052","observed_orcids":["https://orcid.org/0009-0002-2340-8052"]},"institutions":[{"id":"https://openalex.org/I4396570593","display_name":"Academie navale de Menzel Bourguiba","ror":"https://ror.org/053a0ya32","country_code":"TN","type":"government","lineage":["https://openalex.org/I4396570593"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Tarek Azzabi","raw_affiliation_strings":["Tunisian Naval Academy,Laboratory LR-19-DN02,Menzel Bourguiba,Tunisia,7050"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunisian Naval Academy,Laboratory LR-19-DN02,Menzel Bourguiba,Tunisia,7050","institution_ids":["https://openalex.org/I4396570593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071867566","display_name":"Mohamed Hechmi Jeridi","orcid":"https://orcid.org/0000-0001-8448-8389","observed_orcids":["https://orcid.org/0000-0001-8448-8389"]},"institutions":[{"id":"https://openalex.org/I4396570593","display_name":"Academie navale de Menzel Bourguiba","ror":"https://ror.org/053a0ya32","country_code":"TN","type":"government","lineage":["https://openalex.org/I4396570593"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Hechmi Jeridi","raw_affiliation_strings":["Tunisian Naval Academy,Menzel Bourguiba,Tunisia,7050"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunisian Naval Academy,Menzel Bourguiba,Tunisia,7050","institution_ids":["https://openalex.org/I4396570593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059879581","display_name":"Ikbel Mejri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ikbel Mejri","raw_affiliation_strings":["SYSCOM - LR-99-ES21, National Engineering School of Tunis - ENIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SYSCOM - LR-99-ES21, National Engineering School of Tunis - ENIT","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052370532","display_name":"Tahar Ezzedine","orcid":"https://orcid.org/0000-0002-0418-2759","observed_orcids":["https://orcid.org/0000-0002-0418-2759"]},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Tahar Ezzedine","raw_affiliation_strings":["SYSCOM - LR-99-ES21, National Engineering School of Tunis - ENIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SYSCOM - LR-99-ES21, National Engineering School of Tunis - ENIT","institution_ids":["https://openalex.org/I4210131288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.603,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78027796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":1.0,"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/T10555","display_name":"Fire effects on ecosystems","score":0.0,"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/T14250","display_name":"Energy and Environmental Systems","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/multimodal-fusion","display_name":"multimodal fusion","score":0.8960000276565552},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.7039999961853027},{"id":"https://openalex.org/keywords/image-fusion","display_name":"image fusion","score":0.5199999809265137},{"id":"https://openalex.org/keywords/smoke-detection","display_name":"smoke detection","score":0.7210000157356262},{"id":"https://openalex.org/keywords/environmental-sensors","display_name":"environmental sensors","score":0.6159999966621399},{"id":"https://openalex.org/keywords/early-warning-systems","display_name":"early warning systems","score":0.7760000228881836},{"id":"https://openalex.org/keywords/wildfire-monitoring","display_name":"wildfire monitoring","score":0.3880000114440918}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6413282155990601},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6238001585006714},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.5326551795005798},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5209992527961731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47490394115448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.455271452665329},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4432024359703064},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.353146493434906},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3411062955856323},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3380412757396698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23620930314064026},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20943716168403625},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.15237781405448914},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09146291017532349},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic_aset61847.2024.10596250","doi":"https://doi.org/10.1109/ic_aset61847.2024.10596250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic_aset61847.2024.10596250","pdf_url":null,"source":{"id":"https://openalex.org/S7407087967","display_name":"IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7605999708175659,"display_name":"Life on land"},{"id":"https://metadata.un.org/sdg/13","score":0.46149998903274536,"display_name":"Climate action"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1975444608","https://openalex.org/W2478605350","https://openalex.org/W2553303224","https://openalex.org/W2736941579","https://openalex.org/W2740353053","https://openalex.org/W2940866133","https://openalex.org/W2978475813","https://openalex.org/W3006551005","https://openalex.org/W3012420847","https://openalex.org/W3090022951","https://openalex.org/W3100733145","https://openalex.org/W4281635321","https://openalex.org/W4302761347"],"related_works":["https://openalex.org/W4414713006","https://openalex.org/W7147741609","https://openalex.org/W4400918608","https://openalex.org/W4417479499","https://openalex.org/W4407434434","https://openalex.org/W7128677137","https://openalex.org/W4412399275","https://openalex.org/W4402797470","https://openalex.org/W4406035938","https://openalex.org/W4400955524"],"abstract_inverted_index":{"Forest":[0],"fires":[1],"pose":[2],"significant":[3],"threats":[4],"to":[5,30,150,169],"both":[6],"the":[7,13,32,69,108,151,162],"environment":[8],"and":[9,43,63,71,110,127,166],"human":[10],"safety,":[11],"underscoring":[12],"critical":[14],"im-portance":[15],"of":[16,35,40,73,82,112,121,153,164],"early":[17,33,154],"detection":[18,34,126],"methods.":[19],"This":[20,130],"article":[21],"introduces":[22],"a":[23,87,118],"novel":[24],"approach":[25],"grounded":[26],"in":[27,68,91,107,123,143],"artificial":[28],"intelligence":[29],"enhance":[31],"forest":[36,74,124,137,158],"fires.":[37,75,145],"The":[38,146],"fusion":[39],"sensor":[41],"tech-nology":[42],"imagery":[44,78],"holds":[45],"substantial":[46],"potential":[47,147],"for":[48,157],"augmenting":[49],"prediction":[50],"accuracy.":[51],"Sensors":[52],"furnish":[53],"crucial":[54],"environmental":[55],"data":[56],"encompassing":[57],"factors":[58],"such":[59],"as":[60],"temperature,":[61],"humidity,":[62],"wind":[64],"speed,":[65],"all":[66],"pivotal":[67],"ignition":[70],"propagation":[72],"In":[76],"contrast,":[77],"supplies":[79],"visual":[80],"evidence":[81],"fire":[83,125,138],"or":[84],"smoke":[85],"presence,":[86],"particularly":[88],"invaluable":[89],"asset":[90],"densely":[92],"forested":[93],"regions":[94],"where":[95],"vegetation":[96],"cover":[97],"can":[98],"obscure":[99],"sensor-derived":[100],"infor-mation.":[101],"Employing":[102],"machine":[103],"learning":[104],"algorithms":[105],"proficient":[106],"analysis":[109],"interpretation":[111],"this":[113],"composite":[114],"data,":[115],"we":[116],"achieve":[117],"heightened":[119],"level":[120],"accuracy":[122],"probabil-ity":[128],"prediction.":[129],"methodology":[131],"undergoes":[132],"rigorous":[133],"evaluation":[134],"using":[135],"historical":[136],"datasets,":[139],"demonstrating":[140],"impressive":[141],"effectiveness":[142],"detecting":[144],"applications":[148],"extend":[149],"enhancement":[152],"warning":[155],"systems":[156],"fires,":[159],"ultimately":[160],"mitigating":[161],"loss":[163],"life":[165],"property":[167],"attributable":[168],"these":[170],"catastrophic":[171],"events.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-07-24T00:00:00"}