LCC CBERS-4 1M STK Goias - Natural, Semi-perenial Crop, Annual Crop and Pasture (MultiLayer Perceptron)
This land cover classification refers to a study area in Goiás state, in the Cerrado biome. For this map, the CBERS-4/AWFI monthly data cube was used, with a spatial resolution of 64 meters, using the best pixel composition function (Stack). This experiment uses the time series of an agricultural calendar year, from September 2018 to August 2019, extracted from the CBERS-4/AWFI data cube. The classification was made using 701 samples (Annual Crop: 299; Natural: 202; Pasture: 200) and the following data cube bands: red, green, blue, and near-infrared (NIR) along with the NDVI and EVI indices. We trained a multi-layer perceptron for a deep learning classification network to classify the data cube using sits R package.
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Simple
Identification info
- Date (Publication)
- 2021-01-12
- Status
- Completed
- Theme
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lcc
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classification
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data-cube-classification
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data-cube-cbers4-wfi
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Uso e cobertura da Terra
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Mapa
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DIOTG
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BDC
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CBERS-4
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Goiás
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- Place
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Brazil Goiás State
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Brazil
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- Service Type
- COG-GeoTIFF Raster File
- Topic category
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- Environment
- Coupling Type
- Tight
- OnLine resource
- LCC_C4_64_1M_STK_GO_PA-SPC-AC-NA_v001_043050_2018-09-01_2019-08-31.tif ( FILE:RASTER )
- OnLine resource
- LCC_C4_64_1M_STK_GO_PA-SPC-AC-NA ( OGC:WMS-1.3.0-http-get-capabilities )
- File identifier
- 1bbfb4e8-ae03-4ae7-b12a-573f81709359 XML
- Metadata language
- English
- Character set
- UTF8
- Hierarchy level
- Service
- Date stamp
- 2024-04-01T12:57:21
- Metadata standard name
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ISO 19115:2003/19139
- Metadata standard version
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1.0