|
|
Registro Completo |
Biblioteca(s): |
Embrapa Solos. |
Data corrente: |
14/10/2021 |
Data da última atualização: |
14/10/2021 |
Tipo da produção científica: |
Artigo em Periódico Indexado |
Autoria: |
JONATHAN, M.; MEIRELLES, M. S. P.; BERROIR, J.-P.; HERLIN, I. |
Afiliação: |
M. JONATHAN, UERJ; MARGARETH GONCALVES SIMOES, CNPS; J.-P. BERROIR, INRIA; I. HERLIN, INRIA. |
Título: |
Regional scale land use/land cover classification using temporal series of MODIS data. |
Ano de publicação: |
2006 |
Fonte/Imprenta: |
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, v. 36, pt. 7, p. 522-527, 2006. Proceedings of the ISPRS Commission VII Symposium Remote Sensing: From Pixels to Processes. |
Idioma: |
Inglês |
Conteúdo: |
This paper describes a methodology for systematic land use/land cover classification on a regional scale, with emphasis on a low cost and highly automatized approach. This methodology is based on multitemporal analyses of surface reflectance data from the Moderate Resolution Imaging Spectroradiometer (MODIS), which is located on board NASA's Terra and Aqua satellites and features high temporal frequency, extensive coverage, and extremely low costs for data acquisition. A sequence of automatized procedures were developed for MODIS data pre-processing, as well as for the training and execution of a supervised classification algorithm, where temporal profiles are fitted to smooth polynomial curves and intelligent curve features are then computed in order to reduce data dimensionality and improve profile interpretability, thus providing a more robust classification approach. A case study was performed in the High Taquari Basin, in the states of Mato Grosso do Sul and Mato Grosso, Brazil, which showed that the method was indeed capable of generalizing well over the entire region of study (over 25,000km2), effectively discriminating between areas of agriculture, pasture, and savannah. The methodology was also seen to be quite successful in identifying areas of deforestation, which is of particular interest for the monitoring of land use and land use change in the region. |
Palavras-Chave: |
Mapeamento de culturas; Processamento de imagens multitemporais. |
Thesagro: |
Sensoriamento Remoto; Uso da Terra. |
Categoria do assunto: |
P Recursos Naturais, Ciências Ambientais e da Terra |
URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/226967/1/Regional-scale-land-use-2006.pdf
|
Marc: |
LEADER 02192naa a2200205 a 4500 001 2135349 005 2021-10-14 008 2006 bl uuuu u00u1 u #d 100 1 $aJONATHAN, M. 245 $aRegional scale land use/land cover classification using temporal series of MODIS data.$h[electronic resource] 260 $c2006 520 $aThis paper describes a methodology for systematic land use/land cover classification on a regional scale, with emphasis on a low cost and highly automatized approach. This methodology is based on multitemporal analyses of surface reflectance data from the Moderate Resolution Imaging Spectroradiometer (MODIS), which is located on board NASA's Terra and Aqua satellites and features high temporal frequency, extensive coverage, and extremely low costs for data acquisition. A sequence of automatized procedures were developed for MODIS data pre-processing, as well as for the training and execution of a supervised classification algorithm, where temporal profiles are fitted to smooth polynomial curves and intelligent curve features are then computed in order to reduce data dimensionality and improve profile interpretability, thus providing a more robust classification approach. A case study was performed in the High Taquari Basin, in the states of Mato Grosso do Sul and Mato Grosso, Brazil, which showed that the method was indeed capable of generalizing well over the entire region of study (over 25,000km2), effectively discriminating between areas of agriculture, pasture, and savannah. The methodology was also seen to be quite successful in identifying areas of deforestation, which is of particular interest for the monitoring of land use and land use change in the region. 650 $aSensoriamento Remoto 650 $aUso da Terra 653 $aMapeamento de culturas 653 $aProcessamento de imagens multitemporais 700 1 $aMEIRELLES, M. S. P. 700 1 $aBERROIR, J.-P. 700 1 $aHERLIN, I. 773 $tInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences$gv. 36, pt. 7, p. 522-527, 2006. Proceedings of the ISPRS Commission VII Symposium Remote Sensing: From Pixels to Processes.
Download
Esconder MarcMostrar Marc Completo |
Registro original: |
Embrapa Solos (CNPS) |
|
Biblioteca |
ID |
Origem |
Tipo/Formato |
Classificação |
Cutter |
Registro |
Volume |
Status |
URL |
Voltar
|
|
Registros recuperados : 9 | |
1. | | JONATHAN, M.; MEIRELLES, M.; BERROIR, J.-P.; HERLIN, I. Considerações para o monitoramento do uso do solo com dados MODIS para longos períodos e em escala regional, e sua aplicação na bacia do Alto Taquari, MS/MT. Revista Brasileira de Cartografia, Rio de Janeiro, v. 59, n. 1, p. 1-7, abr. 2007.Tipo: Artigo em Periódico Indexado | Circulação/Nível: Nacional - B |
Biblioteca(s): Embrapa Solos. |
| |
4. | | ARVOR, D.; MEIRELLES, M.; MARTORANO, L. G.; JONATHAN, M.; DUBREUIL, V.; HERLIN, I.; BERROIR, J.-P. Séries temporais de EVI/MODIS na identificação da dinâmica da soja em sistema plantio direto no Mato Grosso, Brasil. In: REUNIÃO BRASILEIRA DE MANEJO E CONSERVAÇÃO DO SOLO E DA ÁGUA, 17., 2008, Rio de Janeiro. Manejo e conservação do solo e da água no contexto das mudanças ambientais. Rio de Janeiro: Embrapa Solos, 2008. 1 CD-ROM. (Embrapa Solos. Documentos, 101).Tipo: Artigo em Anais de Congresso |
Biblioteca(s): Embrapa Solos. |
| |
5. | | SINGH, D.; MEIRELLES, M. S. P.; COSTA, G. A.; HERLIN, I.; BERROIR, J. P.; SILVA, E. F. Environmental degradation analysis using NOAA/AVHRR data. Advances in Space Research, v. 37, n. 4, p. 720-727, 2006.Tipo: Artigo em Periódico Indexado |
Biblioteca(s): Embrapa Solos. |
| |
6. | | ARVOR, D.; MEIRELLES, M. S. P.; VARGAS, R.; SKORUPA, L. A.; FIDALGO, E. C. C.; DUBREUIL, V.; BERROIR, J.-P. Monitoring land use changes around the indigenous lands of the Xingu basin in Mato Grosso, Brasil. In: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2010, Honolulu, HI. Proceedings... Danvers, MA: IEEE, 2010. p. 3190-3193.Tipo: Artigo em Anais de Congresso |
Biblioteca(s): Embrapa Solos. |
| |
7. | | COSTA, G. A. O. P. da; SIMÕES, M.; SINGH, D.; HERLIN, I.; BERROIR, J. P.; SILVA, E. F. da. A methodology to support environmental degradation monitoring and analysis using AVHRR data. In: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 12., 2005, Goiânia. Anais [...]. São José dos Campos: INPE, 2005. p. 2941-2948.Tipo: Artigo em Anais de Congresso |
Biblioteca(s): Embrapa Solos. |
| |
8. | | ARVOR, D.; MEIRELLES, M. S. P.; VARGAS, R.; SKORUPA, L. A.; FIDALGO, E. C. C.; DUBREUIL, V.; HERLIN, I.; BERROIR, J. Monitoring land use changes around the indigenous lands of the Xingu basin in Mato Grosso, Brazil. INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2010, Honolulu. Remote sensing: global vision for local action. Honolulu, 2010. Havaí, EUA, Nº TH3.L05.2, 4 p.Tipo: Artigo em Anais de Congresso |
Biblioteca(s): Embrapa Meio Ambiente. |
| |
9. | | SIMÕES, M.; COSTA, G. A. P.; SINGH, D.; SINGH, K. P.; COUTINHO, H. L. da C.; FRAGA, E.; BERROIR, J. P.; HERLIN, I.; VIEIRA, H. V.; SANTOS, U. P. Remote sensing and spatial decision support system for environmental degradation monitoring. In: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2003, Toulouse. Proceedings... Piscataway: IEEE, 2003. v. 3, p. 2088-2090. IGARSS 2003.Tipo: Artigo em Anais de Congresso |
Biblioteca(s): Embrapa Solos. |
| |
Registros recuperados : 9 | |
|
Nenhum registro encontrado para a expressão de busca informada. |
|
|