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Registro Completo |
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Biblioteca(s): |
Embrapa Cerrados. |
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Data corrente: |
18/03/2023 |
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Data da última atualização: |
18/03/2023 |
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Tipo da produção científica: |
Artigo em Anais de Congresso |
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Autoria: |
COUTO JUNIOR, A. F.; MENESES, P. R.; SANO, E. E. |
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Afiliação: |
ANTONIO FELIPE COUTO JUNIOR, UNIVERSIDADE DE BRASÍLIA; PAULO ROBERTO MENESES, UNIVERSIDADE DE BRASÍLIA; EDSON EYJI SANO, CPAC. |
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Título: |
Uso de Radar de Abertura Sintética e Índices de Vegetação para Discriminação de Alvos no Bioma Cerrado. |
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Ano de publicação: |
2011 |
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Fonte/Imprenta: |
In: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 15., 2011, Curitiba. Anais... São José dos Campos: INPE, 2011. |
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Páginas: |
p. 8075-8082 |
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Idioma: |
Português |
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Notas: |
SBSR 2011 |
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Conteúdo: |
ABSTRACT -This work aimed to evaluate the differences and complementarities between the Phased Array Type L-band Synthetic Aperture (PALSAR) and the vegetation indices derived from the Landsat 7-ETM imagery to discriminate land cover in the Cerrado biome. The ALOS-PALSAR digital numbers were converted into backscattering coefficients ( o°; units = dB) and resampled to 30 meter spatial resolution to match with spatial resolution of Landsat data. Two vegetation indices (NDVI and EVI) were generated after the MODTRAN-based atmospheric correction. For the discrimination assessment, the Tukey test and the Analysis of Variance (ANOVA) were applied with significance level of 0.05. Samples were collected from two different land cover types: 1) natural vegetation (forestlands, shrublands and grasslands); 2) antropic vegetation (croplands, consolidated urban areas, unconsolidated urban areas and reforestations). L-band SAR images with HH, HV and VV polarizations showed low correlations with the vegetation indices. The ANOVA showed that the HH and VV exhibited the lower F values and the Tukey test evidenced that the vegetation indices were more efficient in the discrimination. The two sensors seemed to be complementary for land cover discrimination in the Cerrado. In this way, for further studies in this biome it is important to consider the following combinations: HV+NDVI, VV+EVI and HH+NDVI |
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Palavras-Chave: |
Polarização cruzada. |
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Thesagro: |
Biomassa; Cerrado; Radar; Sensoriamento Remoto; Vegetação. |
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Thesaurus Nal: |
Remote sensing; Savannas; Sensors (equipment); Vegetation index. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1152488/1/Uso-radar-abertura-sintetica-2011.pdf
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Marc: |
LEADER 02272nam a2200277 a 4500
001 2152488
005 2023-03-18
008 2011 bl uuuu u00u1 u #d
100 1 $aCOUTO JUNIOR, A. F.
245 $aUso de Radar de Abertura Sintética e Índices de Vegetação para Discriminação de Alvos no Bioma Cerrado.$h[electronic resource]
260 $aIn: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 15., 2011, Curitiba. Anais... São José dos Campos: INPE$c2011
300 $ap. 8075-8082
500 $aSBSR 2011
520 $aABSTRACT -This work aimed to evaluate the differences and complementarities between the Phased Array Type L-band Synthetic Aperture (PALSAR) and the vegetation indices derived from the Landsat 7-ETM imagery to discriminate land cover in the Cerrado biome. The ALOS-PALSAR digital numbers were converted into backscattering coefficients ( o°; units = dB) and resampled to 30 meter spatial resolution to match with spatial resolution of Landsat data. Two vegetation indices (NDVI and EVI) were generated after the MODTRAN-based atmospheric correction. For the discrimination assessment, the Tukey test and the Analysis of Variance (ANOVA) were applied with significance level of 0.05. Samples were collected from two different land cover types: 1) natural vegetation (forestlands, shrublands and grasslands); 2) antropic vegetation (croplands, consolidated urban areas, unconsolidated urban areas and reforestations). L-band SAR images with HH, HV and VV polarizations showed low correlations with the vegetation indices. The ANOVA showed that the HH and VV exhibited the lower F values and the Tukey test evidenced that the vegetation indices were more efficient in the discrimination. The two sensors seemed to be complementary for land cover discrimination in the Cerrado. In this way, for further studies in this biome it is important to consider the following combinations: HV+NDVI, VV+EVI and HH+NDVI
650 $aRemote sensing
650 $aSavannas
650 $aSensors (equipment)
650 $aVegetation index
650 $aBiomassa
650 $aCerrado
650 $aRadar
650 $aSensoriamento Remoto
650 $aVegetação
653 $aPolarização cruzada
700 1 $aMENESES, P. R.
700 1 $aSANO, E. E.
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Embrapa Cerrados (CPAC) |
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