51 citations · 115 across the 12 of their papers we have counts for
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cs.LG2021★ 3 cited
Deep Learning Methods for Daily Wildfire Danger Forecasting
Ioannis Prapas, Spyros Kondylatos, Ioannis Papoutsis +5
Wildfire forecasting is of paramount importance for disaster risk reduction and environmental sustainability. We approach daily fire danger prediction as a machine learning task, u…
cs.CV2021
Benchmarking and scaling of deep learning models for land cover image classification
Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras +2
The availability of the sheer volume of Copernicus Sentinel-2 imagery has created new opportunities for exploiting deep learning (DL) methods for land use land cover (LULC) image c…