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FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2
Over the last decade there has been an increasing frequency and intensity of wildfires across the globe, posing significant threats to …
Maria Sdraka
,
Alkinoos Dimakos
,
Alexandros Malounis
,
Zisoula Ntasiou
,
Konstantinos Karantzalos
,
Dimitrios Michail
,
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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A sentinel-2 multiyear, multicountry benchmark dataset for crop classification and segmentation with deep learning
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Dimitrios Sykas
,
Maria Sdraka
,
Dimitrios Zografakis
,
Ioannis Papoutsis
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