Land cover mapping of the tropical savanna region in Brazil

The Brazilian tropical savanna (Cerrado), encompassing more than 204 million hectares in the central part of the country, is the second richest biome in Brazil in terms of biodiversity and presents high land use pressure. The objective of this study was to map the land cover of the Cerrado biome based on the segmentation and visual interpretation of 170 Landsat Enhanced Thematic Mapper Plus satellite scenes acquired in 2002. The following land cover classes were discriminated: grasslands, shrublands, forestlands, croplands, pasturelands, reforestations, urban areas, and mining areas. The results showed that the remnant natural vegetation is still covering about 61% of the biome, however, on a highly asymmetrical basis. While natural physiognomies comprise 90% of the northern part of the biome, only 15% are left in its southern portions. Shrublands were the dominant natural land cover class, while pasturelands were the dominant land use class in the Cerrado biome. The final Cerrado’s land cover map confirmed the intensive land use pressure in this unique biome. This paper also showed that Landsat-like sensors can provide feasible land cover maps of Cerrado, although ancillary data are required to help image interpretation.

[1]  Robert J. Marquis,et al.  6. Vegetation Physiognomies and Woody Flora of the Cerrado Biome , 2002 .

[2]  G. Asner,et al.  Spatial and temporal probabilities of obtaining cloud‐free Landsat images over the Brazilian tropical savanna , 2007 .

[3]  M. Cianciaruso,et al.  Seasonal variation of a hyperseasonal cerrado in Emas National Park, central Brazil , 2005 .

[4]  Gilberto Câmara,et al.  Spring: integrating remote sensing and gis by object-oriented data modelling , 1996, Comput. Graph..

[5]  D. Roy,et al.  An overview of MODIS Land data processing and product status , 2002 .

[6]  T. Bernhardsen Geographic Information Systems: An Introduction , 1999 .

[7]  Wendy Jepson,et al.  A disappearing biome? Reconsidering land‐cover change in the Brazilian savanna , 2005 .

[8]  R. Mittermeier,et al.  Biodiversity hotspots for conservation priorities , 2000, Nature.

[9]  Jorge Luis Silva Brito,et al.  Mapeamento semidetalhado do uso da terra do Bioma Cerrado , 2008 .

[10]  Robert J. Marquis,et al.  The Cerrados of Brazil: Ecology and Natural History of a Neotropical Savanna , 2002 .

[11]  David E. Knapp,et al.  Ecosystem Structure throughout the Brazilian Amazon from Landsat Observations and Automated Spectral Unmixing , 2005 .

[12]  Yashon O. Ouma,et al.  Multiscale remote sensing data segmentation and post-segmentation change detection based on logical modeling: Theoretical exposition and experimental results for forestland cover change analysis , 2008, Comput. Geosci..

[13]  R. Congalton,et al.  Accuracy assessment: a user's perspective , 1986 .

[14]  Christie Allan,et al.  The Cerrados of Brazil: Ecology and Natural History of a Neotropical Savanna , 2003 .

[15]  R. Machado,et al.  Conservation of the Brazilian Cerrado , 2005 .

[16]  J. Bates,et al.  Biogeographic Patterns and Conservation in the South American Cerrado: A Tropical Savanna Hotspot , 2002 .

[17]  E. E. Sano,et al.  Assessing the spatial distribution of cultivated pastures in the Brazilian savanna. , 2000 .

[18]  Evlyn Márcia Leão de Moraes Novo,et al.  Amazon River mainstem floodplain Landsat TM digital mosaic , 2002 .

[19]  P. Calistri,et al.  Geographic information systems: introduction. , 2007, Veterinaria italiana.

[20]  J. F. Ribeiro,et al.  Fitofisionomias do bioma cerrado. , 1998 .

[21]  A. Huete,et al.  Synthetic Aperture Radar (L band) and Optical Vegetation Indices for Discriminating the Brazilian Savanna Physiognomies: A Comparative Analysis , 2005 .