CMIX Reference Data
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Cloud Reference Data
Summary of cloud reference data (L8: Landsat 8, S2: Sentinel-2):
| Dataset | Spatial domain | Level of automatization | Purpose | Thematic depth | Satellites | Spatial resolution | #scenes | Data Availability | Satellite Input Data | Labels |
| CESBIO | Fully classified Sentinel-2 scenes | Classification using an iterative and supervised active learning method | Validation | 6 classes | S2 | 60 m | S2:30 | zenodo.1460961 | Sentinel-2 | - |
| GSFC | Sample polygons | Manually selected and classified by an expert assisted by ground-based images of the sky | Validation | 4 classes | L8, S2 | Polygons (in vector format) | L8:6 S2:28 |
doi: |
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| Hollstein | Sample polygons | Manually selected and classified by an expert | Training and validation | 6 classes | S2 | Polygons (at 20 m) | S2:59 | S2-man-class-clouds | Sentinel-2 | Hollstein |
| L8Biom | Fully classified Landsat 8 scenes | Manually classified by an expert | Training and validation | 4 classes | L8 | 30 m | L8:96 |
doi: |
Landsat 8 | L8Biome |
| Pixbox | Sample pixels | Manually selected and classified by an expert | Validation | 10 classes | S2, L8 | S2:10 m L8:30 m | S2:29 L8:11 |