Assessing the seasonal dynamics of the Brazilian Cerrado vegetation through the use of spectral vegetation indices
- 1 May 2004
- journal article
- research article
- Published by Taylor & Francis in International Journal of Remote Sensing
- Vol. 25 (10) , 1837-1860
Abstract
In this study, the response of vegetation indices (VIs) to the seasonal patterns and spatial distribution of the major vegetation types encountered in the Brazilian Cerrado was investigated. The Cerrado represents the second largest biome in South America and is the most severely threatened biome as a result of rapid land conversions. Our goal was to assess the capability of VIs to effectively monitor the Cerrado and to discriminate among the major types of Cerrado vegetation. A full hydrologic year (1995) of composited AVHRR, local area coverage (LAC) data was converted to Normalized Difference Vegetation Index (NDVI) and Soil Adjusted Vegetation Index (SAVI) values. Temporal extracts were then made over the major Cerrado vegetation communities. Both the NDVI and SAVI temporal profiles corresponded well to the phenological patterns of the natural and converted vegetation formations and depicted three major categories encompassing the savanna formations and pasture sites, the forested areas, and the agricultural crops. Secondary differences in the NDVI and SAVI temporal responses were found to be related to their unique interactions with sun-sensor viewing geometries. An assessment of the functional behaviour of the VIs confirmed SAVI responds primarily to NIR variations, while the NDVI showed a strong dependence on the red reflectance. Based on these results, we expect operational use of the MODIS Enhanced Vegetation Index (EVI) to provide improved discrimination and monitoring capability of the significant Cerrado vegetation types.Keywords
This publication has 15 references indexed in Scilit:
- Overview of the radiometric and biophysical performance of the MODIS vegetation indicesRemote Sensing of Environment, 2002
- The nature and diversity of neotropical savanna vegetation with particular reference to the Brazilian cerradosGlobal Ecology and Biogeography, 1999
- AVHRR temporal analysis of a savanna site in BrazilInternational Journal of Remote Sensing, 1998
- A comparison of vegetation indices over a global set of TM images for EOS-MODISRemote Sensing of Environment, 1997
- Application of standardized principal component analysis to land-cover characterization using multitemporal AVHRR dataRemote Sensing of Environment, 1996
- Dependence of NDVI and SAVI on sun/sensor geometry and its effect on fAPAR relationships in AlfalfaRemote Sensing of Environment, 1995
- Characteristics of composited AVHRR data and problems in their classificationInternational Journal of Remote Sensing, 1994
- The 1 km AVHRR global land data set: first stages in implementationInternational Journal of Remote Sensing, 1994
- Solar zenith angle effects on vegetation indices in tallgrass prairie☆Remote Sensing of Environment, 1991
- A soil-adjusted vegetation index (SAVI)Remote Sensing of Environment, 1988