Official repository for 'Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana'
This repository contains code for our Nature food paper Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana.
Simply run python run.py launch to start a single training run or python run.py train to start X training runs. You can set the number of different runs
in the provided config.yaml file.
We also proivde a basic slurm launcher to start X jobs on a slurm cluster.
Sadly, we cannot share our ground truth data due to copyright restrictions. We have included a dummy dataset showcasing what our dataloader expects as input.
Bibtex
@article{kalischek2023cocoa,
title={Cocoa plantations are associated with deforestation in C{\^o}te d’Ivoire and Ghana},
author={Kalischek, Nikolai and Lang, Nico and Renier, C{\'e}cile and Daudt, Rodrigo Caye and Addoah, Thomas and Thompson, William and Blaser-Hart, Wilma J and Garrett, Rachael and Schindler, Konrad and Wegner, Jan D},
journal={Nature Food},
volume={4},
number={5},
pages={384--393},
year={2023},
publisher={Nature Publishing Group}
}
or with DOI
Kalischek, N., Lang, N., Renier, C. et al. Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana.
Nat Food 4, 384–393 (2023). https://doi.org/10.1038/s43016-023-00751-8