Publications

Here you'll find my published and working papers, as well as presentations and reports.

J. M. Tárraga, E. Sevillano-Marco, J. Muñoz-Marí, M. Piles, V. Sitokonstantinou, M. Ronco, M. T. Miranda, J. Cerdà, G. Camps-Valls.
Causal discovery reveals complex patterns of drought-induced displacement.
iScience, 27(9). [Link]
V. Sitokonstantinou, E.D.S. Porras, J.C Bautista, M. Piles, I. Athanasiadis, G. Camps-Valls.
Causal Machine Learning for Sustainable Agroecosystems.
arXiv preprint, arXiv:2408.13155. [Link]
J. Cerdà-Bautista, J.M. Tárraga, V. Sitokonstantinou, G. Camps-Valls.
Assessing the Causal Impact of Humanitarian Aid on Food Security.
IGARSS 2024 - IEEE International Geoscience and Remote Sensing Symposium. [Link]
J. Cerdà-Bautista, J.M. Tárraga, V. Sitokonstantinou, G. Camps-Valls.
Causal Evaluation of Humanitarian Aid on Food Security.
EGU General Assembly Conference Abstracts, EGU24-17312. [Link]

J. Cerdà-Bautista, J. M. Tárraga, G. Varando, A. Arribas, T. Shepherd, M. Piles, G. Camps-Valls.
Understanding food insecurity in Africa through data-driven causal inference methods.
WRCP OSC 2023 - World Climate Research Programme. [Link]
J. Cerdà-Bautista, J. M. Tárraga, G. Varando, A. Arribas, T. Shepherd, G. Camps-Valls.
Causal Inference to Study Food Insecurity in Africa.
EGU General Assembly Conference Abstracts, EGU23-15000. [Link]
V. Elvira, É. Chouzenoux, J. Cerdà, G. Camps-Valls.
Graphs in State-Space Models for Granger Causality in Climate Science.
arXiv preprint, arXiv:2307.10703. [Link]