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Spyros Kondylatos
Spyros Kondylatos
PhD Researcher, National Observatory of Athens, University of Valencia
Verified email at noa.gr
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Cited by
Cited by
Year
Wildfire Danger Prediction and Understanding with Deep Learning
S Kondylatos, I Prapas, M Ronco, I Papoutsis, G Camps‐Valls, M Piles, ...
Geophysical Research Letters, e2022GL099368, 2022
392022
Deep Learning Methods for Daily Wildfire Danger Forecasting
I Prapas, S Kondylatos, I Papoutsis, G Camps-Valls, M Ronco, ...
arXiv preprint arXiv:2111.02736, 2021
262021
Deep learning for global wildfire forecasting
I Prapas, A Ahuja, S Kondylatos, I Karasante, E Panagiotou, L Alonso, ...
arXiv preprint arXiv:2211.00534, 2022
82022
Televit: Teleconnection-driven transformers improve subseasonal to seasonal wildfire forecasting
I Prapas, NI Bountos, S Kondylatos, D Michail, G Camps-Valls, I Papoutsis
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
52023
FireCube: A daily datacube for the modeling and analysis of wildfires in Greece
I Prapas, S Kondylatos, I Papoutsis
Zenodo. https://doi. org/10.5281/zenodo, 2022
52022
Explainable deep learning for wildfire danger estimation
M Ronco, I Prapas, S Kondylatos, I Papoutsis, G Camps-Valls, ...
EGU22, 2022
22022
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
S Kondylatos, I Prapas, G Camps-Valls, I Papoutsis
Advances in Neural Information Processing Systems 36, 2024
12024
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks
D Michail, LI Panagiotou, C Davalas, I Prapas, S Kondylatos, NI Bountos, ...
arXiv preprint arXiv:2404.06437, 2024
2024
Fire Risk Management using Data Cubes, Machine Learning and OBDA systems
D Bilidas, A Mantas, F Yfantis, G Stamoulis, M Koubarakis, S Kondylatos, ...
Proceedings of the 31st ACM International Conference on Advances in …, 2023
2023
Earth System Deep Learning towards a Global Digital Twin of Wildfires
I Prapas, I Karasante, A Ahuja, S Kondylatos, E Panagiotou, C Davalas, ...
EGU General Assembly Conference Abstracts, EGU-5443, 2023
2023
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