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Beyond Strictly Proper Scoring Rules: The Importance of Being Local
Publisher: American Meteorological Society
Pseudo-Orbit Data Assimilation. Part I: The Perfect Model Scenario
Publisher: American Meteorological Society
Abstract: tate estimation lies at the heart of many meteorological tasks. Pseudo-orbit-based data assimilation provides an attractive alternative approach to data assimilation in nonlinear systems such as weather forecasting models. ...
Pseudo-Orbit Data Assimilation. Part II: Assimilation with Imperfect Models
Publisher: American Meteorological Society
Abstract: ata assimilation and state estimation for nonlinear models is a challenging task mathematically. Performing this task in real time, as in operational weather forecasting, is even more challenging as the models are imperfect: ...