CropRot (full dataset)
Authors/Creators
-
1.
Centre d'Études Spatiales de la Biosphère
Description
Official repository of the CropRot Dataset
The dataset is composed of 4 repositories, each corresponding to data collected on a S2 tile.
T30UXV : https://zenodo.org/uploads/13842625
T32ULU: https://zenodo.org/uploads/13832554
T31TFJ : https://zenodo.org/uploads/13843322
T31TFM : https://zenodo.org/uploads/13847056
The code available to create this dataset is available at : https://src.koda.cnrs.fr/iris.dumeur/modcix.
This dataset is constructed based on the labels given in https://entrepot.recherche.data.gouv.fr/dataset.xhtml?persistentId=doi:10.57745/W8SQPZ. This latter repository provides sequential RPG labels.
A jupyter notebook details how the data from CropRot can be exploited: https://src.koda.cnrs.fr/iris.dumeur/modcix/-/blob/master/notebooks/Open_Croprot.ipynb
Files
crop_rot_dataset.txt
Files
(444 Bytes)
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Additional details
Related works
- Is derived from
- Software: https://src.koda.cnrs.fr/iris.dumeur/modcix. (URL)
- Is described by
- Preprint: arXiv:2407.08448 (arXiv)
- Is required by
- Software: https://src.koda.cnrs.fr/iris.dumeur/alise (URL)
Funding
- Agence Nationale de la Recherche
- DeepChange - Deep generative models for detecting land cover changes from satellite image times series ANR-20-CE23-0003
- European Commission
- EVOLAND - EVOLUTION OF THE COPERNICUS LAND SERVICE PORTFOLIO INTEGRATING NOVEL EO DATA AND LATEST MACHINE LEARNING ALGORITHMS TO CONTINUOUSLY MONITOR THE STATUS, DYNAMICS AND BIOMASS OF THE LAND SURFACE 101082130