| 1. Identificação | |
| Tipo de Referência | Artigo em Revista Científica (Journal Article) |
| Site | plutao.sid.inpe.br |
| Código do Detentor | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identificador | 8JMKD3MGP3W/45U858N |
| Repositório | sid.inpe.br/plutao/2021/12.09.14.40.32 |
| Última Atualização | 2021:12.13.19.24.10 (UTC) lattes |
| Repositório de Metadados | sid.inpe.br/plutao/2021/12.09.14.40.33 |
| Última Atualização dos Metadados | 2022:04.04.04.50.17 (UTC) administrator |
| DOI | 10.3390/rs13244959 |
| ISSN | 2072-4292 |
| Rótulo | lattes: 5507769922001047 2 SouzaGalvKortAlme:2021:DaApDe |
| Chave de Citação | SouzaGalvKörtAlme:2021:DaApDe |
| Título | On a Data-Driven Approach for Detecting Disturbance in the Brazilian Savannas Using Time Series of Vegetation Indices  |
| Ano | 2021 |
| Data de Acesso | 23 jun. 2024 |
| Tipo Secundário | PRE PI |
| Número de Arquivos | 1 |
| Tamanho | 8227 KiB |
| 2. Contextualização | |
| Autor | 1 Souza, Alana Almeida de 2 Galvão, Lênio Soares 3 Körting, Thales Sehn 4 Almeida, Cláudio Aparecido de |
| Identificador de Curriculo | 1 2 8JMKD3MGP5W/3C9JHLF |
| ORCID | 1 0000-0003-1202-9444 |
| Grupo | 1 SER-SRE-DIPGR-INPE-MCTI-GOV-BR 2 DIOTG-CGCT-INPE-MCTI-GOV-BR 3 DIOTG-CGCT-INPE-MCTI-GOV-BR 4 DIPE1-COGPI-INPE-MCTI-GOV-BR |
| Afiliação | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Endereço de e-Mail do Autor | 1 aas.alana@gmail.com 2 lenio.galvao@hotmail.com 3 contato.tsk@gmail.com 4 almeidaclaudio68@gmail.com |
| Revista | Remote Sensing |
| Volume | 13 |
| Número | 24 |
| Páginas | 4959 |
| Nota Secundária | B3_GEOGRAFIA B3_ENGENHARIAS_I B4_GEOCIÊNCIAS B4_CIÊNCIAS_AMBIENTAIS B5_CIÊNCIAS_AGRÁRIAS_I |
| Histórico (UTC) | 2021-12-09 15:51:16 :: lattes -> administrator :: 2021 2021-12-13 19:22:25 :: administrator -> lattes :: 2021 2021-12-16 17:44:46 :: lattes -> administrator :: 2021 2022-04-04 04:50:17 :: administrator -> simone :: 2021 |
| 3. Conteúdo e estrutura | |
| É a matriz ou uma cópia? | é a matriz |
| Estágio do Conteúdo | concluido |
| Transferível | 1 |
| Tipo do Conteúdo | External Contribution |
| Tipo de Versão | publisher |
| Palavras-Chave | Cerrado Disturbance fire Clearing Vegetation Indices CCDC |
| Resumo | Remote sensing of disturbance in the savannas from Brazil is challenging, especially due to confounding effects of the vegetation phenology and natural soil exposure on the detection of clearing and fire events. In this study, we investigated the detection of disturbance over this global hotspot of biodiversity using seven vegetation indices (VIs) calculated from the Landsat time series (20172019) and the Continuous Change Detection and Classification (CCDC) algorithm. The selected VIs represented distinct biophysical characteristics of the savannas. We evaluated the effects of disturbance on these VIs and assessed the accuracy of CCDC-detection in 2019, considering individual VIs, ensemble VIs, and the type of disturbance (savanna clearing and fire). Finally, we analyzed the possible existence of seasonal patterns of disturbance in a study area located at the new agricultural frontier of the Cerrado biome. The results showed that the overall accuracy of CCDC detection of total disturbance ranged from 51.2% for the Green-Red Normalized Difference (GRND) to 65.9% for the Normalized Burn Ratio (NBR2). It increased to 71.2% for ensemble VIs, whose multivariate approach reduced the omission errors in the analysis when compared to the use of single VIs. For detecting events of savanna clearing and fire, the most important VIs used near-infrared and shortwave infrared reflectance bands on their formulations (NBR2, NBR, and Moisture Stress IndexMSI). The CCDC accuracy was generally higher for detecting clearing than for mapping burned areas. In contrast, the recorded date of disturbance occurrence was less precise for detecting clearing than for recording events caused by fire, especially due to the existence of some gradual processes of vegetation degradation until complete clearing. Our findings showed also the existence of a seasonal pattern of disturbance occurrence. Savanna clearing predominated in the transition from the rainy to the dry season (April to July) to open new areas for agriculture. It preceded most events of fire disturbance between August and October that occurred near the consolidated areas of agriculture and extended into the native vegetation areas. Results reinforce the importance of data-driven approaches for generating early warning alerts of disturbance in the Cerrado to be further checked in the field. |
| Área | SRE |
| Arranjo 1 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > SER > On a Data-Driven... |
| Arranjo 2 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > On a Data-Driven... |
| Arranjo 3 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > COGPI > On a Data-Driven... |
| Conteúdo da Pasta doc | acessar |
| Conteúdo da Pasta source | não têm arquivos |
| Conteúdo da Pasta agreement | não têm arquivos |
| 4. Condições de acesso e uso | |
| URL dos dados | http://urlib.net/ibi/8JMKD3MGP3W/45U858N |
| URL dos dados zipados | http://urlib.net/zip/8JMKD3MGP3W/45U858N |
| Idioma | en |
| Arquivo Alvo | alana_data.pdf |
| Grupo de Leitores | administrator lattes |
| Visibilidade | shown |
| Política de Arquivamento | allowpublisher allowfinaldraft |
| Permissão de Atualização | não transferida |
| 5. Fontes relacionadas | |
| Unidades Imediatamente Superiores | 8JMKD3MGPCW/3F3NU5S 8JMKD3MGPCW/46KUATE 8JMKD3MGPCW/46L2FGP |
| Lista de Itens Citando | sid.inpe.br/bibdigital/2013/10.18.22.34 5 sid.inpe.br/mtc-m21/2012/07.13.14.53.28 1 |
| Divulgação | WEBSCI; PORTALCAPES; MGA; COMPENDEX; SCOPUS. |
| Acervo Hospedeiro | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notas | |
| Campos Vazios | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn lineage mark mirrorrepository month nextedition notes parameterlist parentrepositories previousedition previouslowerunit progress project readpermission rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype typeofwork url usergroup |
| 7. Controle da descrição | |
| e-Mail (login) | simone |
| atualizar | |