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Generalization of the Ignorance Score: Continuous Ranked Version and Its Decomposition
Publisher: American Meteorological Society
Abstract: he Brier score (BS) and its generalizations to the multicategory ranked probability score (RPS) and to the continuous ranked probability score (CRPS) are the prominent verification measures for probabilistic forecasts. ...
A Second-Order Exact Ensemble Square Root Filter for Nonlinear Data Assimilation
Publisher: American Meteorological Society
Abstract: he ensemble Kalman filter (EnKF) and its deterministic variants, mostly square root filters such as the ensemble transform Kalman filter (ETKF), represent a popular alternative to variational data assimilation schemes and ...
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