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Multivariate phase-space interpretation of ensemble forecasts: A comparison of physical and AI models

Bonte, Martin et al.
arXiv (All) · Papers
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atmospheric-and-oceanic-physicschaotic-dynamicsgeophysics
Ensemble forecasts from the ECMWF's Integrated Forecasting System (IFS) and the Artificial Intelligence Forecasting System (AIFS-ENS) are compared using a multi-dimensional evaluation framework. Within this framework, the uncertainty is interpreted as the linear subspace spanned by the ensemble memb
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