Publications

2026

Nature Communications

Bridging the weather and climate divide with artificial intelligence

G. Camps-Valls, A. Carrassi, Francisco de Melo Viríssimo, Kevin Debeire, M. Fernández-Torres, P. Hess, Helge Heuer, Nathan Mankovich, David Montero, Esther Rodrigo-Bonet, F. Serva, Vasileios Sitokonstantinou, Alistair White, Kai-Hendrik Cohrs, J. Wider, Christian Reimers, Nikolaos Ioannis Bountos, Ioannis Papoutsis, Pierre Gentine, V. Eyring

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Machine Learning: Earth

TeleViT1.0: teleconnection-informed vision transformers for subseasonal to seasonal wildfire pattern forecasts

Ioannis Prapas, N. Papadopoulos, Nikolaos Ioannis Bountos, Dimitrios Michail, G. Camps-Valls, Ioannis Papoutsis

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2025

ICCV

On the Generalization of Representation Uncertainty in Earth Observation

Kondylatos Spyros*, Nikolaos Ioannis Bountos*, Michail Dimitrios, Zhu Xiao Xiang, Camps-Valls Gustau, Papoutsis Ioannis

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NeurIPS

Kuro Siwo: 33 billion m² under the water. A global multi-temporal satellite dataset for rapid flood mapping

Nikolaos Ioannis Bountos*, Maria Sdraka*, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis

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AAAI

FoMo: Multi-modal, multi-scale and multi-task remote sensing foundation models for forest monitoring

Nikolaos Ioannis Bountos, Arthur Ouaknine, Ioannis Papoutsis, David Rolnick

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ICCV

Towards a Unified Copernicus Foundation Model for Earth Vision

Wang Yi, Xiong Zhitong, Liu Chenying, Stewart Adam J., Dujardin Thomas, Nikolaos Ioannis Bountos, Zavras Angelos, Gerken Franziska, Papoutsis Ioannis, Leal-Taixé Laura, Zhu Xiao Xiang

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Scientific Reports