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A Comparison of Two Techniques for Generating Nowcasting Ensembles. Part I: Lagrangian Ensemble Technique
Publisher: American Meteorological Society
Abstract: agrangian extrapolation of recent radar observations is a widely used deterministic nowcasting technique in operational and research centers. However, this technique does not account for errors due to changes in precipitation ...
A Comparison of Two Techniques for Generating Nowcasting Ensembles. Part II: Analogs Selection and Comparison of Techniques
Publisher: American Meteorological Society
Abstract: owcasting is the short-range forecast obtained from the latest observed state. Currently, heuristic techniques, such as Lagrangian extrapolation, are the most commonly used for rainfall forecasting. However, the Lagrangian ...
Analogs on the Lorenz Attractor and Ensemble Spread
Publisher: American Meteorological Society
Abstract: ntrinsic predictability is defined as the uncertainty in a forecast due to small errors in the initial conditions. In fact, not only the amplitude but also the structure of these initial errors plays a key role in the ...
Probabilistic Neural Networks for Ensemble Postprocessing
Publisher: American Meteorological Society
A Hybrid Stochastically Perturbed Parametrization Scheme in a Convection-Permitting Ensemble
Publisher: American Meteorological Society
Abstract: AbstractModel error in ensemble prediction systems is often represented by either a tendency perturbation approach or a process-based parameter perturbation scheme. In this paper a novel hybrid stochastically perturbed ...
Statistical Postprocessing for Weather Forecasts: Review, Challenges, and Avenues in a Big Data World
Publisher: American Meteorological Society