{"id":"https://openalex.org/W4387215236","doi":"https://doi.org/10.1007/978-3-031-43078-7_1","title":"Predicting Wildfires in\u00a0the\u00a0Caribbean Using Multi-source Satellite Data and\u00a0Deep Learning","display_name":"Predicting Wildfires in\u00a0the\u00a0Caribbean Using Multi-source Satellite Data and\u00a0Deep Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387215236","doi":"https://doi.org/10.1007/978-3-031-43078-7_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43078-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43078-7_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5047161373","display_name":"J. F. Torres","orcid":"https://orcid.org/0000-0001-7371-4352"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. F. Torres","raw_affiliation_strings":["Data Science and Big Data Lab, Universidad Pablo de Olavide, Seville, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Universidad Pablo de Olavide, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086188842","display_name":"Santiago Valencia","orcid":"https://orcid.org/0000-0003-4922-5123"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"S. Valencia","raw_affiliation_strings":["GIGA, Escuela Ambiental, Facultad de Ingenier\u00eda, Universidad de Antioquia, Medell\u00edn, Colombia","Grupo de investigaci\u00f3n en Ecolog\u00eda Aplicada, Escuela Ambiental, Facultad de Ingenier\u00eda, Universidad de Antioquia, Medell\u00edn, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GIGA, Escuela Ambiental, Facultad de Ingenier\u00eda, Universidad de Antioquia, Medell\u00edn, Colombia","institution_ids":["https://openalex.org/I35961687"]},{"raw_affiliation_string":"Grupo de investigaci\u00f3n en Ecolog\u00eda Aplicada, Escuela Ambiental, Facultad de Ingenier\u00eda, Universidad de Antioquia, Medell\u00edn, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015132867","display_name":"Francisco Mart\u00ednez\u2010\u00c1lvarez","orcid":"https://orcid.org/0000-0002-6309-1785"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Mart\u00ednez-\u00c1lvarez","raw_affiliation_strings":["Data Science and Big Data Lab, Universidad Pablo de Olavide, Seville, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Universidad Pablo de Olavide, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000157932","display_name":"Natalia Hoyos","orcid":"https://orcid.org/0000-0003-0328-155X"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"N. Hoyos","raw_affiliation_strings":["Departamento de Historia y Ciencias Sociales, Universidad del Norte, Barranquilla, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Historia y Ciencias Sociales, Universidad del Norte, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047161373"],"corresponding_institution_ids":["https://openalex.org/I95013407"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18395639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"14"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9908999800682068,"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":0.968500018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5876570343971252},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4730212688446045},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4453234076499939},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.42237389087677},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.14868339896202087},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09648540616035461},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08453339338302612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5876570343971252},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4730212688446045},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4453234076499939},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.42237389087677},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.14868339896202087},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09648540616035461},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08453339338302612},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-43078-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43078-7_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1608047138","https://openalex.org/W1975528969","https://openalex.org/W2014714082","https://openalex.org/W2085936389","https://openalex.org/W2112309257","https://openalex.org/W2153333860","https://openalex.org/W2780164301","https://openalex.org/W2892199264","https://openalex.org/W3024546058","https://openalex.org/W3037309672","https://openalex.org/W3045603407","https://openalex.org/W3093265537","https://openalex.org/W3102380346","https://openalex.org/W3176110204","https://openalex.org/W4200616910","https://openalex.org/W4220997909","https://openalex.org/W4293869041","https://openalex.org/W4296343051","https://openalex.org/W4316659768"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}