{"id":"https://openalex.org/W4281785149","doi":"https://doi.org/10.3390/rs14112701","title":"Real-Time Integration of Segmentation Techniques for Reduction of False Positive Rates in Fire Plume Detection Systems during Forest Fires","display_name":"Real-Time Integration of Segmentation Techniques for Reduction of False Positive Rates in Fire Plume Detection Systems during Forest Fires","publication_year":2022,"publication_date":"2022-06-04","ids":{"openalex":"https://openalex.org/W4281785149","doi":"https://doi.org/10.3390/rs14112701"},"language":"en","primary_location":{"id":"doi:10.3390/rs14112701","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14112701","pdf_url":"https://www.mdpi.com/2072-4292/14/11/2701/pdf?version=1654489314","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/2072-4292/14/11/2701/pdf?version=1654489314","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027206228","display_name":"Leonardo Martins","orcid":"https://orcid.org/0000-0003-3351-2910"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Leonardo Martins","raw_affiliation_strings":["Future Compta S.A, 11495-190 Alges, Portugal","Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3351-2910","affiliations":[{"raw_affiliation_string":"Future Compta S.A, 11495-190 Alges, Portugal","institution_ids":[]},{"raw_affiliation_string":"Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071427895","display_name":"Federico Guede-Fern\u00e1ndez","orcid":"https://orcid.org/0000-0003-2762-0333"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Federico Guede-Fern\u00e1ndez","raw_affiliation_strings":["Future Compta S.A, 11495-190 Alges, Portugal","LIBPhys (Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics), NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-2762-0333","affiliations":[{"raw_affiliation_string":"Future Compta S.A, 11495-190 Alges, Portugal","institution_ids":[]},{"raw_affiliation_string":"LIBPhys (Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics), NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]},{"raw_affiliation_string":"Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084176550","display_name":"Rui Valente de Almeida","orcid":"https://orcid.org/0000-0002-2269-7094"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Valente de Almeida","raw_affiliation_strings":["Future Compta S.A, 11495-190 Alges, Portugal","Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2269-7094","affiliations":[{"raw_affiliation_string":"Future Compta S.A, 11495-190 Alges, Portugal","institution_ids":[]},{"raw_affiliation_string":"Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038205194","display_name":"Hugo Gamb\u00f4a","orcid":"https://orcid.org/0000-0002-4022-7424"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hugo Gamboa","raw_affiliation_strings":["LIBPhys (Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics), NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4022-7424","affiliations":[{"raw_affiliation_string":"LIBPhys (Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics), NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]},{"raw_affiliation_string":"Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018963846","display_name":"Pedro Vieira","orcid":"https://orcid.org/0000-0002-3823-1184"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Pedro Vieira","raw_affiliation_strings":["Future Compta S.A, 11495-190 Alges, Portugal","Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3823-1184","affiliations":[{"raw_affiliation_string":"Future Compta S.A, 11495-190 Alges, Portugal","institution_ids":[]},{"raw_affiliation_string":"Physics Department, NOVA School of Science and Technology, Campus de Caparica, 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5018963846"],"corresponding_institution_ids":["https://openalex.org/I83558840"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.8677,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89866948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"11","first_page":"2701","last_page":"2701"},"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":0.9983999729156494,"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/T11317","display_name":"Fire dynamics and safety research","score":0.9926000237464905,"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/smoke","display_name":"Smoke","score":0.7628352642059326},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7472906708717346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6514626741409302},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6061276197433472},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5800893306732178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5655084848403931},{"id":"https://openalex.org/keywords/fire-detection","display_name":"Fire detection","score":0.4974856674671173},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4623796343803406},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4129638075828552},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3290027678012848},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1583729386329651},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11161094903945923},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.09331104159355164},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.09323489665985107}],"concepts":[{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.7628352642059326},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7472906708717346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6514626741409302},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6061276197433472},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5800893306732178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5655084848403931},{"id":"https://openalex.org/C2780836893","wikidata":"https://www.wikidata.org/wiki/Q19922674","display_name":"Fire detection","level":2,"score":0.4974856674671173},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4623796343803406},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4129638075828552},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3290027678012848},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1583729386329651},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11161094903945923},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.09331104159355164},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.09323489665985107},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs14112701","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14112701","pdf_url":"https://www.mdpi.com/2072-4292/14/11/2701/pdf?version=1654489314","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:f150c77486a4451da04dc1046671f2c5","is_oa":true,"landing_page_url":"https://doaj.org/article/f150c77486a4451da04dc1046671f2c5","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 11, p 2701 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/11/2701/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14112701","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; Volume 14; Issue 11; Pages: 2701","raw_type":"Text"},{"id":"pmh:oai:run.unl.pt:10362/143305","is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/143305","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.3390/rs14112701","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14112701","pdf_url":"https://www.mdpi.com/2072-4292/14/11/2701/pdf?version=1654489314","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":[{"id":"https://metadata.un.org/sdg/15","score":0.7799999713897705,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281785149.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1570052007","https://openalex.org/W1969927543","https://openalex.org/W2012442533","https://openalex.org/W2015159529","https://openalex.org/W2022331475","https://openalex.org/W2036389990","https://openalex.org/W2044465660","https://openalex.org/W2071666512","https://openalex.org/W2090138698","https://openalex.org/W2101234009","https://openalex.org/W2146926380","https://openalex.org/W2552403720","https://openalex.org/W2565639579","https://openalex.org/W2590379360","https://openalex.org/W2771614335","https://openalex.org/W2793927960","https://openalex.org/W2803177391","https://openalex.org/W2887685367","https://openalex.org/W2958837267","https://openalex.org/W2964169840","https://openalex.org/W2978858971","https://openalex.org/W2979526390","https://openalex.org/W2981045443","https://openalex.org/W2990972941","https://openalex.org/W2991110851","https://openalex.org/W3005427858","https://openalex.org/W3008626511","https://openalex.org/W3021622360","https://openalex.org/W3026536359","https://openalex.org/W3039126687","https://openalex.org/W3099079911","https://openalex.org/W3100733145","https://openalex.org/W3152930111","https://openalex.org/W3169526957","https://openalex.org/W3184401950","https://openalex.org/W3192770405","https://openalex.org/W3196067814","https://openalex.org/W3206280020","https://openalex.org/W4210704852","https://openalex.org/W6634005370","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2999380063","https://openalex.org/W2392528038","https://openalex.org/W2015259196","https://openalex.org/W4386447087","https://openalex.org/W2770974135","https://openalex.org/W2803990755","https://openalex.org/W2373782842","https://openalex.org/W4283775558","https://openalex.org/W1482594609","https://openalex.org/W2049066971"],"abstract_inverted_index":{"Governmental":[0],"offices":[1],"are":[2],"still":[3],"highly":[4],"concerned":[5],"with":[6,37,112,134],"controlling":[7],"the":[8,32,63,78,85,109,120,139,156,161,165],"escalation":[9],"of":[10,34,62,84,89,105,108,119,138,146],"forest":[11],"fires":[12],"due":[13],"to":[14,26,76,97,115],"their":[15],"social,":[16],"environmental":[17],"and":[18,40,50,81,143,151,164],"economic":[19],"consequences.":[20],"This":[21,129],"paper":[22],"presents":[23],"new":[24],"developments":[25],"a":[27,41,59,103,113,144],"previously":[28],"implemented":[29],"system":[30],"for":[31,155],"classification":[33],"smoke":[35,100,136,167],"columns":[36],"object":[38],"detection":[39,121],"deep":[42],"learning-based":[43],"approach.":[44],"The":[45],"study":[46],"focuses":[47],"on":[48,70,123],"identifying":[49],"correcting":[51],"several":[52],"False":[53,110],"Positive":[54],"cases":[55],"while":[56],"only":[57],"obtaining":[58,102],"small":[60],"reduction":[61,114],"True":[64],"Positives.":[65],"Our":[66],"approach":[67],"was":[68,94,131],"based":[69],"using":[71],"an":[72],"instance":[73],"segmentation":[74],"algorithm":[75],"obtain":[77],"shape,":[79],"color":[80],"spectral":[82],"features":[83],"object.":[86],"An":[87],"ensemble":[88],"Machine":[90],"Learning":[91],"(ML)":[92],"algorithms":[93],"then":[95],"used":[96],"further":[98],"identify":[99],"objects,":[101],"removal":[104],"around":[106],"95%":[107],"Positives,":[111],"88.7%":[116],"(from":[117],"93.0%)":[118],"rate":[122],"29":[124],"newly":[125],"acquired":[126],"daily":[127],"sequences.":[128],"model":[130],"also":[132],"compared":[133],"32":[135],"sequences":[137,148],"public":[140],"HPWREN":[141],"dataset":[142,145],"75":[147],"attaining":[149],"9.6":[150],"6.5":[152],"min,":[153],"respectively,":[154],"average":[157],"time":[158],"elapsed":[159],"from":[160],"fire":[162],"ignition":[163],"first":[166],"detection.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
