Uncertainty Aware Tropical Cyclone Wind Speed Estimation from Satellite Data

Deep neural networks (DNNs) have been successfully applied to earth observation (EO) data and opened new research avenues. Despite the theoretical and practical advances of these techniques, DNNs are still considered black box tools and by default are designed to give point predictions. However, the...

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Hauptverfasser:	Lehmann, Nils, Gottschling, Nina Maria, Depeweg, Stefan, Nalisnick, Eric
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Physics - Atmospheric and Oceanic Physics Statistics - Applications
Online-Zugang:	Volltext bestellen
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