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Metadados

1. Identificação
Tipo de ReferênciaArtigo em Revista Científica (Journal Article)
Sitemtc-m21d.sid.inpe.br
Código do Detentorisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identificador8JMKD3MGP3W34T/49K992E
Repositóriosid.inpe.br/mtc-m21d/2023/08.10.19.32   (acesso restrito)
Última Atualização2023:08.10.19.32.30 (UTC) simone
Repositório de Metadadossid.inpe.br/mtc-m21d/2023/08.10.19.32.30
Última Atualização dos Metadados2024:01.02.17.16.45 (UTC) administrator
DOI10.3390/fire6070277
ISSN2571-6255
Chave de CitaçãoShimabukuroOlPeArCaDuMa:2023:AsBuAr
TítuloAssessment of Burned Areas during the Pantanal Fire Crisis in 2020 Using Sentinel-2 Images
Ano2023
MêsJuly
Data de Acesso17 jun. 2024
Tipo de Trabalhojournal article
Tipo SecundárioPRE PI
Número de Arquivos1
Tamanho2639 KiB
2. Contextualização
Autor1 Shimabukuro, Yosio Edemir
2 Oliveira, Gabriel de
3 Pereira, Gabriel
4 Arai, Egidio
5 Cardozo, Francielle
6 Dutra, Andeise Cerqueira
7 Mataveli, Guilherme Augusto Verola
Identificador de Curriculo1 8JMKD3MGP5W/3C9JJCQ
2
3
4 8JMKD3MGP5W/3C9JGUP
ORCID1 0000-0002-1469-8433
2 0000-0002-1940-6874
Grupo1 DIOTG-CGCT-INPE-MCTI-GOV-BR
2
3
4 DIOTG-CGCT-INPE-MCTI-GOV-BR
5
6 DIOTG-CGCT-INPE-MCTI-GOV-BR
7 DIOTG-CGCT-INPE-MCTI-GOV-BR
Afiliação1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 University of South Alabama
3 Universidade Federal de São João Del Rei (UFSJ)
4 Instituto Nacional de Pesquisas Espaciais (INPE)
5 Universidade Federal de São João Del Rei (UFSJ)
6 Instituto Nacional de Pesquisas Espaciais (INPE)
7 Instituto Nacional de Pesquisas Espaciais (INPE)
Endereço de e-Mail do Autor1 yosio.shimabukuro@inpe.br
2 deoliveira@southalabama.edu
3 pereira@ufsj.edu.br
4 egidio.arai@inpe.br
5 franciellecardozo@ufsj.edu.br
6 andeise.dutra@inpe.br
7 mataveli@alumni.usp.br
RevistaFire
Volume6
Número7
Páginase277
Histórico (UTC)2023-08-10 19:35:03 :: simone -> administrator :: 2023
2024-01-02 17:16:45 :: administrator -> simone :: 2023
3. Conteúdo e estrutura
É a matriz ou uma cópia?é a matriz
Estágio do Conteúdoconcluido
Transferível1
Tipo do ConteúdoExternal Contribution
Tipo de Versãopublisher
Palavras-Chaveburned area
NBR
NDVI
Pantanal
Sentinel-2
shade fraction
wetland
ResumoThe Pantanal biomea tropical wetland areahas been suffering a prolonged drought that started in 2019 and peaked in 2020. This favored the occurrence of natural disasters and led to the 2020 Pantanal fire crisis. The purpose of this work was to map the burned areas extent during this crisis in the Brazilian portion of the Pantanal biome using Sentinel-2 MSI images. The classification of the burned areas was performed using a machine learning algorithm (Random Forest) in the Google Earth Engine platform. Input variables in the algorithm were the percentiles 10, 25, 50, 75, and 90 of monthly (July to December) mosaics of the shade fraction, NDVI, and NBR images derived from Sentinel-2 MSI images. The results showed an overall accuracy of 95.9% and an estimate of 44,998 km2 burned in the Brazilian portion of the Pantanal, which resulted in severe ecosystem destruction and biodiversity loss in this biome. The burned area estimated in this work was higher than those estimated by the MCD64A1 (35,837 km2), Fire_cci (36,017 km2), GABAM (14,307 km2), and MapBiomas Fogo (23,372 km2) burned area products, which presented lower accuracies. These differences can be explained by the distinct datasets and methods used to obtain those estimates. The proposed approach based on Sentinel-2 images can potentially refine the burned areas estimation at a regional scale and, consequently, improve the estimate of trace gases and aerosols associated with biomass burning, where global biomass burning inventories are widely known for having biases at a regional scale. Our study brings to light the necessity of developing approaches that aim to improve data and theory about the impacts of fire in regions critically sensitive to climate change, such as the Pantanal, in order to improve Earth systems models that forecast wetlandatmosphere interactions, and the role of these fires on current and future climate change over these regions.
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4. Condições de acesso e uso
Idiomaen
Arquivo Alvofire-06-00277.pdf
Grupo de Usuáriossimone
Grupo de Leitoresadministrator
simone
Visibilidadeshown
Permissão de Leituradeny from all and allow from 150.163
Permissão de Atualizaçãonão transferida
5. Fontes relacionadas
Unidades Imediatamente Superiores8JMKD3MGPCW/46KUATE
Lista de Itens Citandosid.inpe.br/mtc-m21/2012/07.13.14.45.03 5
sid.inpe.br/bibdigital/2022/04.03.22.23 4
DivulgaçãoPORTALCAPES
Acervo Hospedeirourlib.net/www/2021/06.04.03.40
6. Notas
Campos Vaziosalternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url
7. Controle da descrição
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