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On the Propagation of Information and the Use of Localization in Ensemble Kalman Filtering
Publisher: American Meteorological Society
Abstract: Several localized versions of the ensemble Kalman filter have been proposed. Although tests applying such schemes have proven them to be extremely promising, a full basic understanding of the rationale and limitations of ...
Extracting Envelopes of Nonzonally Propagating Rossby Wave Packets
Publisher: American Meteorological Society
Abstract: Previously developed techniques that have been used to extract envelopes of Rossby wave packets are based on the assumption of zonally propagating waves. In this note a method that does not require such an assumption is ...
Correcting for Surface Pressure Background Bias in Ensemble-Based Analyses
Publisher: American Meteorological Society
Abstract: Model error is the component of the forecast error that is due to the difference between the dynamics of the atmosphere and the dynamics of the numerical prediction model. The systematic, slowly varying part of the model ...
Extracting Envelopes of Rossby Wave Packets
Publisher: American Meteorological Society
Abstract: Packets of Rossby waves play an important role in the transfer of kinetic energy in the extratropics. The ability to locate, track, and detect changes in the envelope of these wave packets is vital to detecting baroclinic ...
Assessing Predictability with a Local Ensemble Kalman Filter
Publisher: American Meteorological Society
Abstract: In this paper, the spatiotemporally changing nature of predictability is studied in a reduced-resolution version of the National Centers for Environmental Prediction (NCEP) Global Forecast System (GFS), a state-of-the-art ...