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Assessing and Forecasting Natural Regeneration in Mediterranean Landscapes After Wildfires
Forest ecosystems in the Mediterranean basin are significantly affected by summer wildfires. Drought, extreme temperatures, and strong …
Paraskevi Oikonomou
,
Vassilia Karathanassi
,
Vassilis Andronis
,
Ioannis Papoutsis
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GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
The continuous operation of Earth-orbiting satellites generates vast and ever-growing archives of Remote Sensing (RS) images. Natural …
Angelos Zavras
,
Dimitrios Michail
,
Xiao Xiang Zhu
,
Begüm Demir
,
Ioannis Papoutsis
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Deep Learning for Global Wildfire Forecasting
Climate change is expected to aggravate wildfire activity through the exacerbation of fire weather. Improving our capabilities to …
Ioannis Prapas
,
Akanksha Ahuja
,
Spyros Kondylatos
,
Ilektra Karasante
,
Eleanna Panagiotou
,
Lazaro Alonso
,
Charalampos Davalas
,
Dimitrios Michail
,
Nuno Carvalhais
,
Ioannis Papoutsis
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Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
We introduce Mesogeos, a large-scale multi-purpose dataset for wildfire modeling in the Mediterranean. Mesogeos integrates variables …
Spyros Kondylatos
,
Ioannis Prapas
,
Gustau Camps-Valls
,
Ioannis Papoutsis
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FireCube: A daily datacube for the modeling and analysis of wildfires in Greece
Add the full text or supplementary notes for the publication here using Markdown formatting.
Ioannis Prapas
,
Spyros Kondylatos
,
Ioannis Papoutsis
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Deep Learning Methods for Daily Wildfire Danger Forecasting
Wildfire forecasting is of paramount importance for disaster risk reduction and environmental sustainability. We approach daily fire …
Ioannis Prapas
,
Spyros Kondylatos
,
Ioannis Papoutsis
,
Gustau Camps-Valls
,
Michele Ronco
,
Miguel-Ángel Fernández-Torres
,
Maria Piles Guillem
,
Nuno Carvalhais
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