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SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics
The global occurrence, scale, and frequency of wildfires pose significant threats to ecosystem services and human livelihoods. To …
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SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics
Deep Learning for Global Wildfire Forecasting
Climate change is expected to aggravate wildfire activity through the exacerbation of fire weather. Improving our capabilities to …
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Deep Learning for Global Wildfire Forecasting
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 …
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Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
FireCube: A daily datacube for the modeling and analysis of wildfires in Greece
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FireCube: A daily datacube for the modeling and analysis of wildfires in Greece
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 …
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Deep Learning Methods for Daily Wildfire Danger Forecasting