BR/INPE
This land cover classification refers to a study area in Mato Grosso state, in the Cerrado biome. For this map, the CBERS-4/WFI monthly data cube was used, with a spatial resolution of 64 meters, using the best pixel composition function named as Least Cloud Cover First (LCF), which was previously named Stack in BDC older versions. This experiment uses the time series of an agricultural calendar year, from September 2018 to August 2019, extracted from the CBERS-4/WFI data cube. The input datacube was CBERS-4 (WFI) Cube Identity - v001, which was deprecated. The classification was made using 852 samples (Annual Crop: 257; Natural Vegetation: 245; Pasture: 216; Semi-Perennial Crop: 134) and the following data cube bands: bands red, green, blue, and near-infrared along with the EVI, NDVI, GEMI, GNDVI, NDWI2, PVR indices applying the random forest algorithm. The classification quality assessment using 5-fold cross-validation (Wiens et al., 2008) of the training samples showed an overall accuracy of 97.0% and a Kappa index of 0.96. For more information see the paper CBERS DATA CUBE: A POWERFUL TECHNOLOGY FOR MAPPING AND MONITORING BRAZILIAN BIOMES. . This product was funded by the Brazilian Development Bank (BNDES).
LCC - Mato Grosso - CB4 64m 1M STK
EARTH SCIENCE SERVICES>MODELS>MACHINE LEARNING MODELS>CLASSIFICATION
EARTH SCIENCE SERVICES>MODELS>MACHINE LEARNING MODELS>ENSEMBLE MODELS>RANDOM FOREST
EARTH SCIENCE>HUMAN DIMENSIONS>ENVIRONMENTAL GOVERNANCE/MANAGEMENT>LAND MANAGEMENT>LAND USE/LAND COVER CLASSIFICATION
EARTH SCIENCE>LAND SURFACE>LAND USE/LAND COVER>LAND USE CLASSES
WFI (CBERS 3,4)
CBERS
WFI
classification
cbers
thematic
cloud optimized geotiff
cog
earth observation
brazil
machine learning
random forest
land use/land cover classification
land use classes
wfi

BR/INPE
CBERS4/WFI - Level-2 Digital Number product. Level 2 products have radiometric correction and geometric correction using satellite ephemeris and attitude data (system correction).
CBERS-4/WFI - Level-2-DN
EARTH SCIENCE>SPECTRAL/ENGINEERING>VISIBLE WAVELENGTHS>VISIBLE IMAGERY
WFI (CBERS 3,4)
CBERS
WFI
cbers
wfi
digital number
earth observation
brazil
visible imagery

BR/INPE
CBERS-4A/MUX - Level-4 Digital Number product. L4 product provides orthorectified images.
CBERS-4A/MUX - Level-4-DN
EARTH SCIENCE>SPECTRAL/ENGINEERING>VISIBLE WAVELENGTHS>VISIBLE IMAGERY
CBERS
cbers
mux
digital number
earth observation
brazil
visible imagery

This collection contains images from the WFI sensor onboard the satellites CBERS-4, CBERS-4A and AMAZONIA-1 over Brazil. The data is processed by the Disasters Charter and provided as Cloud Optimized GeoTIFF (COG). This products has four spectral bands: Blue, Green, Red and NIR.
CHARTER - WFI
EARTH SCIENCE>SPECTRAL/ENGINEERING>VISIBLE WAVELENGTHS>VISIBLE IMAGERY
WFI (Amazonia-1)
WFI (CBERS 3,4)
WFI
wfi
visible imagery
cloud optimized geotiff
cog

CBERS-4A/WPM - Level-2 Digital Number product. Level 2 products have radiometric correction and geometric correction using satellite ephemeris and attitude data (system correction).
CBERS-4A/WPM - Level-2-DN
WPM
wpm
digital number

This collection contains images from the CBERS-4A/WPM over Brazil. The data is processed by the Disasters Charter and provided as Cloud Optimized GeoTIFF (COG). This products has four spectral bands: Blue, Green, Red and NIR.
CHARTER - WPM
WPM
wpm
cloud optimized geotiff
cog

This collection contains 2 meter high-resolution, RGB products, generated using the Principal Components Fusion (PCA) method, with values coded between 1 and 255, with 0 being reserved for 'No Data'. This product is derived from the original CBERS-4A WPM Level-4 Digital Number with 10 bit of quantization.
CBERS-4A/WPM - Multispectral and Panchromatic Bands Fusioned
EARTH SCIENCE>SPECTRAL/ENGINEERING>VISIBLE WAVELENGTHS
WPM
wpm
optical

CBERS-4/PAN10M - Level-2 Digital Number. Level 2 products have radiometric correction and geometric correction using satellite ephemeris and attitude data (system correction).
CBERS-4/PAN10M - Level-2-DN
PANMUX
PAN
pan

CBERS-4A/WFI Level-2 Digital Number product. Level 2 products have radiometric correction and geometric correction using satellite ephemeris and attitude data (system correction).
CBERS-4A/WFI - Level-2-DN

CBERS-4A/WFI Level-4 Digital Number product. L4 product provides orthorectified images.
CBERS-4A/WFI - Level-4-DN