A Fusion Dataset for Crop Type Classification in Germany
This dataset contains ground reference crop type labels and multispectral and synthetic aperture radar (SAR) imagery from multiple satellites in an area located in Brandenburg, Germany. There are nine crop types in this dataset from years 2018 and 2019: Wheat, Rye, Barley, Oats, Corn, Oil Seeds, Root Crops, Meadows, Forage Crops. The 2018 labels from one of the tiles are provided for training, and the 2019 labels from a neighboring tile will be used for scoring in the competition.
Input imagery consist of time series of Sentinel-2, Sentinel-1 and Planet Fusion (daily and 5-day composite) data. You can access each source from a different collection.
The Planet fusion data are made available under a CC-BY-SA license. As an exception to the AI4EO Terms and Conditions published on the competition website, you confirm, by participating in it, that you agree that your results will be made public under the same, open-source license.
Documentation
Publications
Citation
Planet, & German Aerospace Center (DLR). (2021). A Fusion Dataset for Crop Type Classification in Brandenburg, Germany (Version 1.0) [Data set]. Radiant MLHub. https://doi.org/10.34911/rdnt.z9y7vu
Python Client example
from radiant_mlhub import Dataset
ds = Dataset.fetch('dlr_fusion_competition_germany')
for c in ds.collections:
print(c.id)
Download Dataset
Source Imagery Collections
Description | Train Planet Source Imagery |
License | CC-BY-SA-2.0 |
Collection ID | dlr_fusion_competition_germany_train_source_planet |
Download | |
Description | Train Planet 5 Day Source Imagery |
License | CC-BY-SA-2.0 |
Collection ID | dlr_fusion_competition_germany_train_source_planet_5day |
Download | |
Description | Train Sentinel-1 Source Imagery |
License | CC-BY-4.0 |
Collection ID | dlr_fusion_competition_germany_train_source_sentinel_1 |
Download | |
Description | Train Sentinel-2 Source Imagery |
License | CC-BY-4.0 |
Collection ID | dlr_fusion_competition_germany_train_source_sentinel_2 |
Download | |
Description | Test Planet Source Imagery |
License | CC-BY-SA-2.0 |
Collection ID | dlr_fusion_competition_germany_test_source_planet |
Download | |
Description | Test Planet 5 Day Source Imagery |
License | CC-BY-SA-2.0 |
Collection ID | dlr_fusion_competition_germany_test_source_planet_5day |
Download | |
Description | Test Sentinel-1 Source Imagery |
License | CC-BY-4.0 |
Collection ID | dlr_fusion_competition_germany_test_source_sentinel_1 |
Download | |
Description | Test Sentinel-2 Source Imagery |
License | CC-BY-4.0 |
Collection ID | dlr_fusion_competition_germany_test_source_sentinel_2 |
Download | |
Labels Collections
Description | Train Labels |
License | DL-DE->BY-2.0 |
Collection ID | dlr_fusion_competition_germany_train_labels |
Download | |
Description | Test Labels |
License | DL-DE->BY-2.0 |
Collection ID | dlr_fusion_competition_germany_test_labels |
Download | |
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