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.

---

Training

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.

---

Data

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.

---

Citation

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