forest

Collection: forest

Spatial Coverage

• Bounding Box: [-8.94148961231997, 38.54167538719972, 28.12943855761253, 63.56811222525628]
• CRS: EPSG:32632

Temporal Coverage

• Start: open
• End: ongoing

STAC Metadata

• root: ../catalog.json
• parent: ../catalog.json

Source

https://zenodo.org/records/7711810

Processing Notes

Multispectral version containing all 13 Sentinel-2 bands in original value range (not scaled/clipped like RGB version).

Bands (Sentinel-2 order): B01: Coastal aerosol (60m) B02: Blue (10m) B03: Green (10m) B04: Red (10m) B05: Vegetation red edge 1 (20m) B06: Vegetation red edge 2 (20m) B07: Vegetation red edge 3 (20m) B08: NIR (10m) B08A: Narrow NIR (20m) B09: Water vapour (60m) B10: SWIR - Cirrus (60m) B11: SWIR 1 (20m) B12: SWIR 2 (20m)

All patches resampled to 10m resolution, 64x64 pixels (640m x 640m). Coordinate system: WGS 84 / UTM zones (varies by tile location).

Related resources:

• GitHub: https://github.com/phelber/eurosat
• arXiv: https://arxiv.org/abs/1709.00029
• Paper DOI: 10.1109/JSTARS.2019.2918242

Citation

Helber, P., Bischke, B., Dengel, A., & Borth, D. (2019). EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(7), 2217-2226. https://doi.org/10.1109/JSTARS.2019.2918242

Helber, P., Bischke, B., Dengel, A., & Borth, D. (2018). Introducing EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS). https://doi.org/10.1109/IGARSS.2018.8519248

DOI: 10.5281/zenodo.7711810

Attribution

EuroSAT dataset by Helber et al. (2019). Contains modified Copernicus Sentinel data. Original authors: Patrick Helber (ORCID: 0000-0001-8454-4301), Benjamin Bischke (ORCID: 0000-0002-6473-3348), Andreas Dengel (ORCID: 0000-0002-6100-8255), Damian Borth (ORCID: 0000-0002-4660-2627).

License

MIT

Contact

Nissim Lebovits nlebovits@pm.me

Known Issues

Exact acquisition dates not documented in original dataset. Imagery collected approximately 2015-2017 based on Sentinel-2A launch (June 2015) and paper submission (September 2017).

Copernicus Sentinel Data Terms and Conditions apply to underlying imagery.

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Generated by Portolan from STAC metadata and .portolan/metadata.yaml