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RISHybrid Ensemble–Variational Filter: A Spatially and Temporally Varying Adaptive Algorithm to Estimate Relative Weighting
Publisher: American Meteorological Society
Enhanced Adaptive Inflation Algorithm for Ensemble Filters
Publisher: American Meteorological Society
Abstract: AbstractSpatially and temporally varying adaptive inflation algorithms have been developed to combat the loss of variance during the forecast due to various model and sampling errors. The adaptive Bayesian scheme of Anderson ...
A One-Step-Ahead Ensemble Kalman Smoothing Approach Toward Estimating the Tropical Cyclone Surface-Exchange Coefficients
Publisher: American Meteorological Society
A One-Step-Ahead Ensemble Kalman Smoothing Approach Toward Estimating the Tropical Cyclone Surface-Exchange Coefficients
Publisher: American Meteorological Society
Comparing Adaptive Prior and Posterior Inflation for Ensemble Filters Using an Atmospheric General Circulation Model
Publisher: American Meteorological Society
Abstract: AbstractSampling errors and model errors are major drawbacks from which ensemble Kalman filters suffer. Sampling errors arise because of the use of a limited ensemble size, while model errors are deficiencies in the dynamics ...
Towards an End-to-End Analysis and Prediction System for Weather, Climate, and Marine Applications in the Red Sea
Publisher: American Meteorological Society
Abstract: An integrated, high resolution, data-driven regional modeling system has been recently developed for the Red Sea region and is being used for research and various environmental applications.The Red Sea, home to the ...