STAC Collection - LCC - Cerrado - LC8 30m 1M STK
This is a land cover classification map of Brazilian Cerrado, from August 2017 to August 2018. This classification was made on top of Landsat-8 monthly cubes with spatial resolution of 30 meters, using the best pixel composition function named as Least Cloud Cover First (LCF), which was previously named Stack in BDC older versions. The input datacube was Landsat-8 - OLI - Cube Stack 16 days - v001, which was deprecated. The classification model was trained using 67359 sample points spread across the whole Cerrado biome (Annual Crop: 9390, Dune Beach: 35, Forest: 5439, Pasture: 19697, Savanna: 30014, Semi-Perennial Crop: 1161, Silviculture: 1268, Water: 355). The spectral band used were B1, B2, B3, B4, B5, B6, and B7 along with the vegetation indices EVI and NDVI; the clouded observation were identified using the Fmask4 algorithm and estimated using linear interpolation. The classification algorithm was Multi-Layer Perceptron (Deep Learning). This product was funded by the Brazilian Development Bank (BNDES).
Simple
- Date (Publication)
- Status
- On going
- Maintenance and update frequency
- Continual
- Keywords
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classification
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landsat
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landsat-8
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thematic
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cloud optimized geotiff
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cog
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earth observation
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brazil
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machine learning
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mlp
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- Access constraints
- Copyright
- Use constraints
- License
- Other constraints
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Creative-Commons-Attribution-4.0-International: https://creativecommons.org/licenses/by/4.0/
- Spatial representation type
- Grid
- Metadata language
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eng
- Character set
- UTF8
- Topic category
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- Imagery base maps earth cover
- Begin date
- 2017-08-01
- End date
- 2018-08-31
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- Reference system identifier
- UTM/WGS84
- Distribution format
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JSON
COG
PNG
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JSON
COG
PNG
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- OnLine resource
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INPE STAC Browser
(
WWW:LINK-1.0-http--link
)
This is the landing page for the INPE STAC server. The SpatioTemporal Asset Catalogs (STAC) provide a standardized way to expose collections of spatial temporal data. Here you will find collections of data provided by projects and areas of INPE.
- OnLine resource
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LCC - Cerrado - LC8 30m 1M STK Collection
(
WWW:LINK-2.0-http--link
)
End point to access INPE Spatio Temporal Asset Catalog (STAC) server, collection LCC_L8_30_1M_STK_Cerrado-1
- Hierarchy level
- Dataset
- File identifier
- LCC_L8_30_1M_STK_Cerrado-1 XML
- Metadata language
- Portuguese
- Character set
- UTF8
- Date stamp
- 2024-10-21T18:21:11
- Metadata standard name
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ISO 19115:2003/19139
- Metadata standard version
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1.0
Overviews

Spatial extent
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