Radiant MLHub

A Fusion Dataset for Crop Type Classification in Germany

satellite

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.

Dataset ID

dlr_fusion_competition_germany

DOI

10.34911/rdnt.z9y7vu

Creator

DLR, Planet, Sinergise

Contact

ml@radiant.earth

Documentation

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)

Python Client quick-start guide

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

CC-BY-NC-SA-4.0

Collection ID

dlr_fusion_competition_germany_train_labels

Download

Description

Test Labels

License

CC-BY-NC-SA-4.0

Collection ID

dlr_fusion_competition_germany_test_labels

Download