{"id":"https://openalex.org/W4387803195","doi":"https://doi.org/10.1109/igarss52108.2023.10283214","title":"Burned Area Prediction In Southern Asia Using Machine Learning With Land And Atmospheric Parameters","display_name":"Burned Area Prediction In Southern Asia Using Machine Learning With Land And Atmospheric Parameters","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387803195","doi":"https://doi.org/10.1109/igarss52108.2023.10283214"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10283214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10283214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/401762","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005891605","display_name":"Amir Mustofa Irawan","orcid":"https://orcid.org/0000-0003-1385-1114"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Amir Mustofa Irawan","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010431685","display_name":"M. Vall\u2010llossera","orcid":"https://orcid.org/0000-0003-1357-7098"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Merc\u00e8 Vall-llossera","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103228763","display_name":"Carlos L\u00f3pez-Mart\u00ednez","orcid":"https://orcid.org/0000-0002-1366-9446"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos L\u00f3pez-Mart\u00ednez","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073492252","display_name":"Adriano Camps","orcid":"https://orcid.org/0000-0002-9514-4992"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["AE","ES"],"is_corresponding":false,"raw_author_name":"Adriano Camps","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034","ASPIRE Visiting International Professor, UAE University CoE, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"ASPIRE Visiting International Professor, UAE University CoE, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007222499","display_name":"David Chaparro","orcid":"https://orcid.org/0000-0002-5545-6182"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Chaparro","raw_affiliation_strings":["Microwaves and Radar Institute,German Aerospace Center,Wessling,Germany,82234"],"affiliations":[{"raw_affiliation_string":"Microwaves and Radar Institute,German Aerospace Center,Wessling,Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084761400","display_name":"Gerard Portal","orcid":"https://orcid.org/0000-0003-0797-6711"},"institutions":[{"id":"https://openalex.org/I4210092024","display_name":"Institut d'Estudis Espacials de Catalunya","ror":"https://ror.org/00k6njn28","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092024","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gerard Portal","raw_affiliation_strings":["Institut d&#x2019;Estudis Espacials de Catalunya IEEC,Barcelona,Spain,08034"],"affiliations":[{"raw_affiliation_string":"Institut d&#x2019;Estudis Espacials de Catalunya IEEC,Barcelona,Spain,08034","institution_ids":["https://openalex.org/I4210092024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070225580","display_name":"M\u00edriam Pablos","orcid":"https://orcid.org/0000-0003-2694-7107"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miriam Pablos","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya (UPC),CommSensLab &#x2013; UPC,Department of Signal Theory and Communications,Barcelona,Spain,08034","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5005891605"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.4893,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64196106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2930","last_page":"2933"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9987000226974487,"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/T11317","display_name":"Fire dynamics and safety research","score":0.9821000099182129,"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/vegetation","display_name":"Vegetation (pathology)","score":0.7149109244346619},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6350792050361633},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.5969254374504089},{"id":"https://openalex.org/keywords/atmosphere","display_name":"Atmosphere (unit)","score":0.5621800422668457},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5615012645721436},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5216591358184814},{"id":"https://openalex.org/keywords/troposphere","display_name":"Troposphere","score":0.5002138614654541},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.47717753052711487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45349419116973877},{"id":"https://openalex.org/keywords/jet-stream","display_name":"Jet stream","score":0.44333186745643616},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3670908212661743},{"id":"https://openalex.org/keywords/jet","display_name":"Jet (fluid)","score":0.27599042654037476},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18627798557281494},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12821322679519653}],"concepts":[{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7149109244346619},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6350792050361633},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.5969254374504089},{"id":"https://openalex.org/C65440619","wikidata":"https://www.wikidata.org/wiki/Q177974","display_name":"Atmosphere (unit)","level":2,"score":0.5621800422668457},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5615012645721436},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5216591358184814},{"id":"https://openalex.org/C9075549","wikidata":"https://www.wikidata.org/wiki/Q40631","display_name":"Troposphere","level":2,"score":0.5002138614654541},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.47717753052711487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45349419116973877},{"id":"https://openalex.org/C162164538","wikidata":"https://www.wikidata.org/wiki/Q202325","display_name":"Jet stream","level":3,"score":0.44333186745643616},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3670908212661743},{"id":"https://openalex.org/C119947313","wikidata":"https://www.wikidata.org/wiki/Q5596635","display_name":"Jet (fluid)","level":2,"score":0.27599042654037476},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18627798557281494},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12821322679519653},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/igarss52108.2023.10283214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10283214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:200090","is_oa":false,"landing_page_url":"https://elib.dlr.de/200090/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzbeitrag"},{"id":"pmh:oai:upcommons.upc.edu:2117/401762","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/401762","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/401762","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/401762","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2498672755","https://openalex.org/W2554299545","https://openalex.org/W2755340379","https://openalex.org/W2809925683","https://openalex.org/W2956661266","https://openalex.org/W3095070079","https://openalex.org/W3162677623"],"related_works":["https://openalex.org/W3188737086","https://openalex.org/W2152071284","https://openalex.org/W4205949686","https://openalex.org/W4200000791","https://openalex.org/W2901562756","https://openalex.org/W123448113","https://openalex.org/W4283643440","https://openalex.org/W3172601739","https://openalex.org/W2079948802","https://openalex.org/W4361280632"],"abstract_inverted_index":{"In":[0],"the":[1,17,21,58,64,71,74],"work":[2],"a":[3,80,105],"random":[4],"forest":[5],"model":[6,40,72],"has":[7],"been":[8],"implemented":[9],"as":[10],"an":[11],"interpretable":[12],"machine":[13],"learning":[14],"tool":[15],"in":[16,28,33,113],"effort":[18],"to":[19,50,103],"estimate":[20],"burned":[22,54,76],"areas":[23],"caused":[24],"by":[25,78,91],"fire":[26],"outbreaks":[27],"India,":[29],"Pakistan,":[30],"and":[31,35,43,56,85,88],"Myanmar":[32],"April":[34],"May":[36],"2022.":[37],"The":[38],"proposed":[39],"combines":[41],"environmental":[42],"atmospheric":[44],"(including":[45],"upper":[46],"tropospheric)":[47],"factors":[48],"suggested":[49],"drive":[51],"patterns":[52],"of":[53,60,66,82],"areas,":[55],"determines":[57],"weight":[59],"each":[61],"factor":[62],"on":[63],"propagation":[65],"fires.":[67],"Results":[68],"demonstrate":[69],"that":[70,109],"mimics":[73],"actual":[75],"area":[77],"considering":[79],"combination":[81],"vegetation,":[83],"atmosphere,":[84],"human-related":[86],"variables":[87],"improves":[89],"accuracy":[90],"approximately":[92],"7%":[93],"after":[94],"adding":[95],"jet":[96],"stream":[97],"features.":[98],"This":[99],"approach":[100],"could":[101],"lead":[102],"implement":[104],"semi-operational":[106],"forecast":[107],"system":[108],"may":[110],"be":[111],"tested":[112],"multiple":[114],"demonstration":[115],"sites.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
