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Support Vector Machine Quantile Regression based ensemble postprocessing

Published • Mar 28, 2022
Authors:
David Jobst
,
Annette Möller
,
Jürgen Groß

Abstract

<p>Current practice in predicting future weather is the use of numerical weather prediction (NWP) models to produce ensemble forecasts. Despite of enormous improvements over the last few decades, they still tend to exhibit bias and dispersion errors and consequently lack calibration. Therefore, thes...

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