Ordinal METAR Cloud Cover Classification in Sentinel-2 Satellite Data

Ordinal METAR Cloud Cover Classification in Sentinel-2 Satellite Data

Accurate cloud cover assessment is crucial in several fields, such as weather forecasting, climate science, agriculture, or energy system planning, precipitation pattern forecasting and aiding in early detection of extreme weather events. Despite the crucial data that weather stations provide about...

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Bibliographic Details
Main Authors: Markus Gotz, Erik Wessel, Ugur Cayoglu, Babak Jahani, Charlotte Debus, Jan Cermak, Achim Streit
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Convolution neural networks
meteorological aerodrome report (METAR)
machine learning
ordinal classification
satellite images
sentinel-2
Online Access:https://ieeexplore.ieee.org/document/10949748/
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