{"id":"https://openalex.org/W4309212885","doi":"https://doi.org/10.3390/s22228790","title":"Design of a Forest Fire Early Alert System through a Deep 3D-CNN Structure and a WRF-CNN Bias Correction","display_name":"Design of a Forest Fire Early Alert System through a Deep 3D-CNN Structure and a WRF-CNN Bias Correction","publication_year":2022,"publication_date":"2022-11-14","ids":{"openalex":"https://openalex.org/W4309212885","doi":"https://doi.org/10.3390/s22228790","pmid":"https://pubmed.ncbi.nlm.nih.gov/36433386"},"language":"en","primary_location":{"id":"doi:10.3390/s22228790","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22228790","pdf_url":"https://www.mdpi.com/1424-8220/22/22/8790/pdf?version=1669094374","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/22/8790/pdf?version=1669094374","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016095097","display_name":"Alejandro Casallas","orcid":"https://orcid.org/0000-0002-1988-5035"},"institutions":[{"id":"https://openalex.org/I12323705","display_name":"The Abdus Salam International Centre for Theoretical Physics (ICTP)","ror":"https://ror.org/009gyvm78","country_code":"IT","type":"facility","lineage":["https://openalex.org/I12323705","https://openalex.org/I1286959531","https://openalex.org/I1293226324","https://openalex.org/I2801247003"]},{"id":"https://openalex.org/I262776074","display_name":"Sergio Arboleda University","ror":"https://ror.org/02ckere89","country_code":"CO","type":"education","lineage":["https://openalex.org/I262776074"]}],"countries":["CO","IT"],"is_corresponding":true,"raw_author_name":"Alejandro Casallas","raw_affiliation_strings":["Earth System Physics, Abdus Salam International Centre for Theoretical Physics, 34151 Trieste, Italy","Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-1988-5035","affiliations":[{"raw_affiliation_string":"Earth System Physics, Abdus Salam International Centre for Theoretical Physics, 34151 Trieste, Italy","institution_ids":["https://openalex.org/I12323705"]},{"raw_affiliation_string":"Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia","institution_ids":["https://openalex.org/I262776074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035001237","display_name":"Camila Jim\u00e9nez-Saenz","orcid":"https://orcid.org/0000-0002-3053-3030"},"institutions":[{"id":"https://openalex.org/I233745408","display_name":"Pontificia Universidad Javeriana","ror":"https://ror.org/03etyjw28","country_code":"CO","type":"education","lineage":["https://openalex.org/I233745408"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Camila Jim\u00e9nez-Saenz","raw_affiliation_strings":["Facultad de Estudios Ambientales y Rurales, Pontificia Universidad Javeriana, Bogot\u00e1 11011, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-3053-3030","affiliations":[{"raw_affiliation_string":"Facultad de Estudios Ambientales y Rurales, Pontificia Universidad Javeriana, Bogot\u00e1 11011, Colombia","institution_ids":["https://openalex.org/I233745408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044799381","display_name":"Victor J. Torres","orcid":"https://orcid.org/0000-0002-7126-0489"},"institutions":[{"id":"https://openalex.org/I262776074","display_name":"Sergio Arboleda University","ror":"https://ror.org/02ckere89","country_code":"CO","type":"education","lineage":["https://openalex.org/I262776074"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Victor Torres","raw_affiliation_strings":["Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia","institution_ids":["https://openalex.org/I262776074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041550960","display_name":"Miguel Quirama-Aguilar","orcid":"https://orcid.org/0000-0002-2355-6875"},"institutions":[{"id":"https://openalex.org/I262776074","display_name":"Sergio Arboleda University","ror":"https://ror.org/02ckere89","country_code":"CO","type":"education","lineage":["https://openalex.org/I262776074"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Miguel Quirama-Aguilar","raw_affiliation_strings":["Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-2355-6875","affiliations":[{"raw_affiliation_string":"Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia","institution_ids":["https://openalex.org/I262776074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109591477","display_name":"Augusto Lizcano","orcid":null},"institutions":[{"id":"https://openalex.org/I262776074","display_name":"Sergio Arboleda University","ror":"https://ror.org/02ckere89","country_code":"CO","type":"education","lineage":["https://openalex.org/I262776074"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Augusto Lizcano","raw_affiliation_strings":["Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escuela de Ciencias Exactas e Ingenier\u00eda, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia","institution_ids":["https://openalex.org/I262776074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081871301","display_name":"Ellie Anne L\u00f3pez-Barrera","orcid":"https://orcid.org/0000-0002-4195-6354"},"institutions":[{"id":"https://openalex.org/I262776074","display_name":"Sergio Arboleda University","ror":"https://ror.org/02ckere89","country_code":"CO","type":"education","lineage":["https://openalex.org/I262776074"]},{"id":"https://openalex.org/I4210087512","display_name":"Corporaci\u00f3n Universitaria de Colombia Ideas","ror":"https://ror.org/0025p3069","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210087512"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Ellie Anne Lopez-Barrera","raw_affiliation_strings":["Instituto de Estudios y Servicios Ambientales-IDEASA, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Estudios y Servicios Ambientales-IDEASA, Universidad Sergio Arboleda, Bogot\u00e1 11011, Colombia","institution_ids":["https://openalex.org/I262776074","https://openalex.org/I4210087512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010943328","display_name":"Camilo Ferro","orcid":"https://orcid.org/0000-0001-6398-7760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Camilo Ferro","raw_affiliation_strings":["Departamento de Ingenier\u00eda, Aqualogs SAS, Bogot\u00e1 11011, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda, Aqualogs SAS, Bogot\u00e1 11011, Colombia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068757446","display_name":"Nathalia Celis","orcid":"https://orcid.org/0000-0002-7496-8351"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nathalia Celis","raw_affiliation_strings":["Departamento de Medio Ambiente y Sostenibilidad, Universidad Andina Sim\u00f3n Bolivar, Sucre 703030, Bolivia","Dipartimento di Ingegneria Civile, Edile e Ambientale, Universit\u00e0 degli Studi di Padova, 35122 Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Medio Ambiente y Sostenibilidad, Universidad Andina Sim\u00f3n Bolivar, Sucre 703030, Bolivia","institution_ids":[]},{"raw_affiliation_string":"Dipartimento di Ingegneria Civile, Edile e Ambientale, Universit\u00e0 degli Studi di Padova, 35122 Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089021423","display_name":"Ricardo Arenas","orcid":"https://orcid.org/0000-0001-6700-870X"},"institutions":[{"id":"https://openalex.org/I59986765","display_name":"Universidad Externado de Colombia","ror":"https://ror.org/02xtwpk10","country_code":"CO","type":"education","lineage":["https://openalex.org/I59986765"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Ricardo Arenas","raw_affiliation_strings":["Centro de Investigaci\u00f3n de Filosof\u00eda y Derecho, Universidad Externado de Colombia, Bogot\u00e1 11011, Colombia"],"raw_orcid":"https://orcid.org/0000-0001-6700-870X","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n de Filosof\u00eda y Derecho, Universidad Externado de Colombia, Bogot\u00e1 11011, Colombia","institution_ids":["https://openalex.org/I59986765"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5016095097"],"corresponding_institution_ids":["https://openalex.org/I12323705","https://openalex.org/I262776074"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.9247,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.85661363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"22","issue":"22","first_page":"8790","last_page":"8790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9793999791145325,"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/T10535","display_name":"Landslides and related hazards","score":0.9735000133514404,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6100882887840271},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5273486375808716},{"id":"https://openalex.org/keywords/weather-research-and-forecasting-model","display_name":"Weather Research and Forecasting Model","score":0.5249157547950745},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5076195001602173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4476920962333679},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.442697674036026},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41658318042755127},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4031773805618286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3951679468154907},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2881203889846802},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2277424931526184},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.18116825819015503},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09563711285591125}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6100882887840271},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5273486375808716},{"id":"https://openalex.org/C133204551","wikidata":"https://www.wikidata.org/wiki/Q838305","display_name":"Weather Research and Forecasting Model","level":2,"score":0.5249157547950745},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5076195001602173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4476920962333679},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.442697674036026},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41658318042755127},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4031773805618286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3951679468154907},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2881203889846802},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2277424931526184},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.18116825819015503},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09563711285591125}],"mesh":[{"descriptor_ui":"D000075923","descriptor_name":"Wildfires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000075923","descriptor_name":"Wildfires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000075923","descriptor_name":"Wildfires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000075923","descriptor_name":"Wildfires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005390","descriptor_name":"Fires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005390","descriptor_name":"Fires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005390","descriptor_name":"Fires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005390","descriptor_name":"Fires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012987","descriptor_name":"Soil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012987","descriptor_name":"Soil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012987","descriptor_name":"Soil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012987","descriptor_name":"Soil","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014887","descriptor_name":"Weather","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014887","descriptor_name":"Weather","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014887","descriptor_name":"Weather","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014887","descriptor_name":"Weather","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22228790","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22228790","pdf_url":"https://www.mdpi.com/1424-8220/22/22/8790/pdf?version=1669094374","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:36433386","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36433386","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:0046f5830d504d15b2aea817c107ceb0","is_oa":true,"landing_page_url":"https://doaj.org/article/0046f5830d504d15b2aea817c107ceb0","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":"Sensors, Vol 22, Iss 22, p 8790 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/22/8790/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22228790","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":"Sensors; Volume 22; Issue 22; Pages: 8790","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9693021","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9693021","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22228790","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22228790","pdf_url":"https://www.mdpi.com/1424-8220/22/22/8790/pdf?version=1669094374","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1604687955","display_name":null,"funder_award_id":"EI.BG.086.21.001","funder_id":"https://openalex.org/F4320325124","funder_display_name":"CYTED Ciencia y Tecnolog\u00eda para el Desarrollo"},{"id":"https://openalex.org/G6264004046","display_name":null,"funder_award_id":"921PTE0124","funder_id":"https://openalex.org/F4320325124","funder_display_name":"CYTED Ciencia y Tecnolog\u00eda para el Desarrollo"}],"funders":[{"id":"https://openalex.org/F4320325124","display_name":"CYTED Ciencia y Tecnolog\u00eda para el Desarrollo","ror":"https://ror.org/03myqtf56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4309212885.pdf","grobid_xml":"https://content.openalex.org/works/W4309212885.grobid-xml"},"referenced_works_count":87,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W1510002951","https://openalex.org/W1978617972","https://openalex.org/W1997204954","https://openalex.org/W2005338124","https://openalex.org/W2013689051","https://openalex.org/W2028011121","https://openalex.org/W2028979275","https://openalex.org/W2066598680","https://openalex.org/W2073767379","https://openalex.org/W2074879029","https://openalex.org/W2083339292","https://openalex.org/W2094466200","https://openalex.org/W2103680334","https://openalex.org/W2110179017","https://openalex.org/W2114059059","https://openalex.org/W2123405801","https://openalex.org/W2141394518","https://openalex.org/W2147695935","https://openalex.org/W2162070159","https://openalex.org/W2168795429","https://openalex.org/W2181201661","https://openalex.org/W2184200697","https://openalex.org/W2226447297","https://openalex.org/W2323552597","https://openalex.org/W2346742934","https://openalex.org/W2473704973","https://openalex.org/W2488204701","https://openalex.org/W2504160108","https://openalex.org/W2511400039","https://openalex.org/W2792010672","https://openalex.org/W2812669263","https://openalex.org/W2890862394","https://openalex.org/W2892574140","https://openalex.org/W2911658616","https://openalex.org/W2924603701","https://openalex.org/W2951772479","https://openalex.org/W2953978338","https://openalex.org/W2955137117","https://openalex.org/W2984060704","https://openalex.org/W2990090364","https://openalex.org/W2995449325","https://openalex.org/W3004909029","https://openalex.org/W3010472914","https://openalex.org/W3026373196","https://openalex.org/W3035172021","https://openalex.org/W3039293400","https://openalex.org/W3090714980","https://openalex.org/W3092365004","https://openalex.org/W3102380346","https://openalex.org/W3107705108","https://openalex.org/W3117573952","https://openalex.org/W3125661805","https://openalex.org/W3125773692","https://openalex.org/W3137090782","https://openalex.org/W3147233169","https://openalex.org/W3164518465","https://openalex.org/W3172158937","https://openalex.org/W3178452910","https://openalex.org/W3189769940","https://openalex.org/W3200063782","https://openalex.org/W3206722407","https://openalex.org/W3207618696","https://openalex.org/W3210841737","https://openalex.org/W3214646354","https://openalex.org/W4200197546","https://openalex.org/W4206734752","https://openalex.org/W4212819488","https://openalex.org/W4240768087","https://openalex.org/W4283158642","https://openalex.org/W4295078992","https://openalex.org/W4295220592","https://openalex.org/W4296180852","https://openalex.org/W4296449873","https://openalex.org/W4307989627","https://openalex.org/W4315871713","https://openalex.org/W6607259140","https://openalex.org/W6657214416","https://openalex.org/W6686486095","https://openalex.org/W6755239120","https://openalex.org/W6773561830","https://openalex.org/W6777628766","https://openalex.org/W6777773691","https://openalex.org/W6795743173","https://openalex.org/W6799572235","https://openalex.org/W6802554443","https://openalex.org/W7028395436"],"related_works":["https://openalex.org/W3139996901","https://openalex.org/W2505654941","https://openalex.org/W4327737446","https://openalex.org/W2733927550","https://openalex.org/W4381687522","https://openalex.org/W2893778714","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Throughout":[0],"the":[1,41,67,81,90,104,122,132,168,177],"years,":[2],"wildfires":[3,19],"have":[4],"negatively":[5],"impacted":[6],"ecological":[7],"systems":[8],"and":[9,60,70,86,140,170,182,200],"urban":[10],"areas.":[11,130],"Hence,":[12],"reinforcing":[13],"territorial":[14],"risk":[15,126,201],"management":[16],"strategies":[17],"against":[18],"is":[20],"essential.":[21],"In":[22,186],"this":[23,188],"study,":[24],"we":[25],"built":[26],"an":[27,113,151,191],"early":[28,152],"alert":[29,153],"system":[30],"(EAS)":[31],"with":[32,89,112,176],"two":[33,45],"different":[34],"Machine":[35],"Learning":[36],"(ML)":[37],"techniques":[38,199],"to":[39,65,79,102,145,148,166],"calculate":[40],"meteorological":[42],"conditions":[43],"of":[44,55,106,115,124,137,155,173,179],"Colombian":[46],"areas:":[47],"(i)":[48],"A":[49],"3D":[50],"convolutional":[51,63],"neural":[52],"net":[53],"capable":[54],"learning":[56],"from":[57,92],"satellite":[58],"data":[59],"(ii)":[61],"a":[62,93,99,135,156],"network":[64],"bias-correct":[66],"Weather":[68,84],"Research":[69],"Forecasting":[71],"(WRF)":[72],"model":[73],"output.":[74],"The":[75],"results":[76],"were":[77,87,143],"used":[78],"quantify":[80],"daily":[82,125],"Fire":[83],"Index":[85],"coupled":[88],"outcomes":[91],"land":[94],"cover":[95],"analysis":[96],"conducted":[97],"through":[98],"Na\u00efve-Bayes":[100],"classifier":[101],"estimate":[103],"probability":[105],"wildfire":[107,174],"occurrence.":[108],"These":[109],"results,":[110],"combined":[111],"assessment":[114],"global":[116],"vulnerability":[117,181],"in":[118,128],"both":[119,129],"locations,":[120],"allow":[121],"construction":[123],"maps":[127],"On":[131],"other":[133],"hand,":[134],"set":[136],"short-term":[138],"preventive":[139],"corrective":[141],"measures":[142],"suggested":[144],"public":[146],"authorities":[147],"implement,":[149],"after":[150],"prediction":[154],"possible":[157],"future":[158],"wildfire.":[159],"Finally,":[160],"Soil":[161],"Management":[162],"Practices":[163],"are":[164],"proposed":[165],"tackle":[167],"medium-":[169],"long-term":[171],"causes":[172],"development,":[175],"aim":[178],"reducing":[180],"promoting":[183],"soil":[184],"protection.":[185],"conclusion,":[187],"paper":[189],"creates":[190],"EAS":[192],"for":[193],"wildfires,":[194],"based":[195],"on":[196],"novel":[197],"ML":[198],"maps.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
