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README.md
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This dataset deals with the mapping of forest species using multi-modal Earth Observation data.<br>
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It is an extension of the
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While the original dataset only provides access to one Sentinel-1 & -2 image for each patch, this new dataset gathers all the available Sentinel-1 & -2 data spanning the same year for each patch.
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Ahlswede et al. (https://essd.copernicus.org/articles/15/681/2023/) introduced the TreeSatAI Benchmark Archive, a new dataset for tree species classification in Central Europe based on multi-sensor data from aerial,
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The Sentinel Time Series are provided for each patch in HDF format (.h5) with several datasets :
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To access the data in python you can use :
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This dataset deals with the mapping of forest species using multi-modal Earth Observation data.<br>
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It is an <b>extension of the existing dataset TreeSatAI by Ahlswede et al.</b><br>
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While the original dataset only provides access to one Sentinel-1 & -2 image for each patch, this new dataset gathers all the available Sentinel-1 & -2 data spanning the same year for each patch.
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Ahlswede et al. (https://essd.copernicus.org/articles/15/681/2023/) introduced the TreeSatAI Benchmark Archive, a new dataset for tree species classification in Central Europe based on multi-sensor data from aerial,
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The Sentinel Time Series are provided for each patch in HDF format (.h5) with several datasets :
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- **`sen-1-asc-data`** : Sentinel-1 ascending orbit backscattering coefficient data (Tx2x6x6) | Channels: "VV", "VH"
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- **`sen-1-asc-products`** : Sentinel-1 ascending orbit product names (T)
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- **`sen-1-des-data`** : Sentinel-1 descending orbit backscattering coefficient data (Tx2x6x6) | Channels: "VV", "VH"
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- **`sen-1-des-data`** : Sentinel-1 ascending orbit product names (T)
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- **`sen-2-data`** : Sentinel-2 Level-2 BOA reflectances (Tx10x6x6) | Channels: "B02", "B03", "B04", "B05", "B06", "B07", "B08", "B8A", "B11", "B12"
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- **`sen-2-masks`** : Sentinel-2 cloud cover masks (Tx2x6x6) | Channels: "snow probability", "cloud probability"
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- **`sen-2-products`** : Sentinel-2 product names (T)
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To access the data in python you can use :
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