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EnKF and Hybrid Gain Ensemble Data Assimilation. Part I: EnKF Implementation
Publisher: American Meteorological Society
Abstract: he desire to do detailed comparisons between variational and more scalable ensemble-based data assimilation systems in a semioperational environment has led to the development of a state-of-the-art EnKF system at ECMWF. A ...
EnKF and Hybrid Gain Ensemble Data Assimilation. Part II: EnKF and Hybrid Gain Results
Publisher: American Meteorological Society
Abstract: he desire to do detailed comparisons between variational and more scalable ensemble-based data assimilation systems in a semioperational environment has led to the development of a state-of-the-art EnKF system at ECMWF, ...
The Role of Satellite Data in the Forecasting of Hurricane Sandy
Publisher: American Meteorological Society
Abstract: he excellent forecasts made by ECMWF predicting the devastating landfall of Hurricane Sandy attracted a great deal of publicity and praise in the immediate aftermath of the event. The almost unprecedented and sudden ?left ...
Machine Learning for Earth System Observation and Prediction
Publisher: American Meteorological Society
Characteristics of Occasional Poor Medium-Range Weather Forecasts for Europe
Publisher: American Meteorological Society
Abstract: nge weather prediction has become more skillful over recent decades, but forecast centers still suffer from occasional very poor forecasts, which are often referred to as ?dropouts? or ?busts.? This study focuses on European ...
ERA-20C: An Atmospheric Reanalysis of the Twentieth Century
Publisher: American Meteorological Society
Abstract: he ECMWF twentieth century reanalysis (ERA-20C; 1900?2010) assimilates surface pressure and marine wind observations. The reanalysis is single-member, and the background errors are spatiotemporally varying, derived from ...
Earth System Reanalysis in Support of Climate Model Improvements
Publisher: American Meteorological Society