Statistical postprocessing of ensemble global radiation forecasts with penalized quantile regression

Nowadays, ensemble-based numerical weather forecasts provide probabilistic guidance to actors in the renewable energy sector. Ensemble forecasts can however suffer from statistical inconsistencies that affect the forecast reliability. Statistical post-processing techniques address this issue using l...

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Bibliographic Details
Main Author: Zied Ben Bouallègue
Format: Article
Language:English
Published: Borntraeger 2017-06-01
Series:Meteorologische Zeitschrift
Subjects:
Online Access:http://dx.doi.org/10.1127/metz/2016/0748