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1. Identificação
Tipo de ReferênciaArtigo em Revista Científica (Journal Article)
Sitemtc-m12.sid.inpe.br
Código do Detentorisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identificador6qtX3pFwXQZ3r59YD6/J7PxT
Repositóriosid.inpe.br/iris@1912/2005/11.10.10.56   (acesso restrito)
Última Atualização2006:03.03.13.31.00 (UTC) marciana
Repositório de Metadadossid.inpe.br/iris@1912/2005/11.10.10.56.36
Última Atualização dos Metadados2018:06.05.00.40.33 (UTC) administrator
Chave SecundáriaINPE-13564-PRE/8774
DOI10.1080/09500340500106931
ISSN0143-1161
Chave de CitaçãoXavierGalv:2005:ViAnEf
TítuloView angle effects on the discrimination of selected Amazonian land cover types from a principal-component analysis of MISR spectra
ProjetoComportamento Espectral de Alvos
Ano2005
MêsSept.
Data de Acesso18 maio 2024
Tipo de Trabalhojournal article
Tipo SecundárioPRE PI
Número de Arquivos1
Tamanho604 KiB
2. Contextualização
Autor1 Xavier, Alexandre Silva
2 Galvão, Lenio Soares
Identificador de Curriculo1
2 8JMKD3MGP5W/3C9JHLF
Grupo1 DSR-INPE-MCT-BR
2 DSR-INPE-MCT-BR
Afiliação1 Instituto Nacional de Pesquisas Espaciais, Divisão de Sensoriamento Remoto (INPE, DSR)
RevistaInternational Journal of Remote Sensing
Volume26
Número17
Páginas3797-3811
Histórico (UTC)2006-05-18 14:34:04 :: sergio -> administrator ::
2006-09-03 21:43:03 :: administrator -> sergio ::
2007-04-23 21:07:06 :: sergio -> administrator ::
2008-06-09 19:20:27 :: administrator -> banon ::
2008-11-05 15:16:09 :: banon -> marciana ::
2011-05-11 19:08:21 :: marciana -> administrator ::
2014-08-20 04:18:59 :: administrator -> marciana :: 2005
2016-09-14 12:44:03 :: marciana -> administrator :: 2005
2018-06-05 00:40:33 :: administrator -> sergio :: 2005
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-ChaveCameras
Forestry
Image analysis
Imaging systems
Light reflection
Principal component analysis
Radiometers
Spectrum analysis
Vegetation
Bidirectional reflectance factor (BRF)
Multi angle imaging spectroradiometer (MISR)
Remote sensing
bidirectional reflectance
forest cover
image analysis
land cover
NDVI
pixel
principal component analysis
remote sensing
spectral analysis
Cameras
Forestry
Image Analysis
Plants
Radiometry
Reflection
Amazonia
South America
Western Hemisphere
World
ResumoMulti-angle Imaging Spectroradiometer (MISR) data, collected in four bands and at nine view angles in the Brazilian Amazon region, were used to describe view-angle effects on the spectral response and discrimination of three forest types; close and open lowland forests, open submontane forest and green/emerging pastures. A principal-component analysis (PCA) was applied over 450 bidirectional reflectance factor (BRF) MISR spectra (10 pixels, five land covers and nine view angles) to characterize the spectral-angular variability in the dataset and to identify the best view direction to enhance land cover discrimination. The analysis was extended into the images of the different cameras, which were classified for the presence of the forest covers using the minimum distance of the pixels to the average PC1 and PC2 scores of each forest class calculated from spectra analysis. Results showed an increase in the mean reflectance over the spectral bands (brightness) of the land covers from nadir to extreme viewing, as indicated by the first principal component, especially in the backward direction due to the predominance of sunlit view vegetation components. The transition from the backward (sunlit view surface components) to the forward (shaded view surface components) scattering directions was also characterized by changes in the shape of the BRF spectra, as indicated by decreasing PC2 score or near-infrared/blue ratio values. The variations in the MISR BRF followed the regularities expected from theory. PCA results also indicated that the best viewing to discriminate the forest types was the backward scattering direction (-26.1 degrees view angle), whereas the less favourable viewing was the forward scattering direction under the view shading condition (e. g. + 45.6 degrees view angle). The overall classification accuracy for the three forest types increased from 52.4% at + 45.6 degrees view angle to 78.7% at nadir, and to 95.0% at a -26.1 degrees view angle. From nadir to extreme view angles, directional effects produced a NDVI decrease for the forest types and an NDVI increase for the green and especially emerging pastures. Results demonstrated that data acquisition in off-nadir viewing may improve the discrimination and mapping of the Amazonian land cover types.
ÁreaSRE
Arranjourlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > View angle effects...
Conteúdo da Pasta docacessar
Conteúdo da Pasta sourcenão têm arquivos
Conteúdo da Pasta agreementnão têm arquivos
4. Condições de acesso e uso
Idiomaen
Arquivo Alvo78.pdf
Grupo de Usuáriosadministrator
banon
sergio
Grupo de Leitoresadministrator
marciana
sergio
Visibilidadeshown
Detentor da CópiaSID/SCD
Política de Arquivamentodenypublisher denyfinaldraft12
Permissão de Leituradeny from all and allow from 150.163
Permissão de Atualizaçãonão transferida
5. Fontes relacionadas
Unidades Imediatamente Superiores8JMKD3MGPCW/3ER446E
Lista de Itens Citandosid.inpe.br/mtc-m21/2012/07.13.14.53.28 1
DivulgaçãoWEBSCI; PORTALCAPES; MGA; COMPENDEX.
Acervo Hospedeirosid.inpe.br/banon/2001/04.06.10.52
6. Notas
Campos Vaziosalternatejournal archivist callnumber copyright creatorhistory descriptionlevel e-mailaddress electronicmailaddress format isbn label lineage mark mirrorrepository nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress rightsholder schedulinginformation secondarydate secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url
7. Controle da descrição
e-Mail (login)sergio
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