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RISPhysics-Constrained Deep Learning Postprocessing of Temperature and Humidity
Publisher: American Meteorological Society
A Reduced-Space Ensemble Kalman Filter Approach for Flow-Dependent Integration of Radar Extrapolation Nowcasts and NWP Precipitation Ensembles
Publisher: American Meteorological Society
Abstract: AbstractA Bayesian precipitation nowcasting system based on the ensemble Kalman filter is formulated. Starting from the last available radar observations, the prediction step of the filter consists of a stochastic radar ...
A Comparative Analysis of TRMM–Rain Gauge Data Merging Techniques at the Daily Time Scale for Distributed Rainfall–Runoff Modeling Applications
Publisher: American Meteorological Society
Abstract: his study compares two nonparametric rainfall data merging methods?the mean bias correction and double-kernel smoothing?with two geostatistical methods?kriging with external drift and Bayesian combination?for optimizing ...