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Ensemble Size, Balance, and Model-Error Representation in an Ensemble Kalman Filter
Publisher: American Meteorological Society
Abstract: The ensemble Kalman filter (EnKF) has been proposed for operational atmospheric data assimilation. Some outstanding issues relate to the required ensemble size, the impact of localization methods on balance, and the ...
Toward Random Sampling of Model Error in the Canadian Ensemble Prediction System
Publisher: American Meteorological Society
Abstract: An updated global ensemble prediction system became operational at the Meteorological Service of Canada in July 2007. The new elements of the system include the use of 20 members instead of 16, a single dynamical core [the ...
Atmospheric Data Assimilation with an Ensemble Kalman Filter: Results with Real Observations
Publisher: American Meteorological Society
Abstract: An ensemble Kalman filter (EnKF) has been implemented for atmospheric data assimilation. It assimilates observations from a fairly complete observational network with a forecast model that includes a standard operational ...
Operational Implementation of the Fritsch–Chappell Convective Scheme in the 24-km Canadian Regional Model
Publisher: American Meteorological Society
Abstract: The objective and subjective evaluations that led to the implementation of the Fritsch and Chappell (FC) convective scheme in the new 24-km Canadian operational regional model are described in this study. Objective ...
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