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Temporal–Spatial Distribution of Thin Moist Layers in the Midtroposphere over the Tropical Eastern Pacific
Publisher: American Meteorological Society
Abstract: The temporal?spatial distribution of thin moist layers in the midtroposphere over the tropical eastern Pacific is studied by data analyses of radiosonde soundings and downscaling numerical experiments with a regional model. ...
A Bayesian Optimization Approach to Multimodel Ensemble Kalman Filter with a Low-Order Model
Publisher: American Meteorological Society
Abstract: ultimodel ensemble data assimilation may account for uncertainties of numerical models due to different dynamical cores and physics parameterizations. In the previous studies, the ensemble sizes for each model are prescribed ...
A Time-Lagged Ensemble Simulation on the Modulation of Precipitation over West Java in January–February 2007
Publisher: American Meteorological Society
Abstract: numerical experiment using a regional nonhydrostatic model is performed to investigate the synoptic condition related to the heavy precipitation event that occurred at Jakarta in West Java, Indonesia, in January?February ...
Nowcasting with Data Assimilation: A Case of Global Satellite Mapping of Precipitation
Publisher: American Meteorological Society
Abstract: pace?time extrapolation is a key technique in precipitation nowcasting. Motions of patterns are estimated using two or more consecutive images, and the patterns are extrapolated in space and time to obtain their future ...
Sensitivity to Localization Radii for an Ensemble Filter Numerical Weather Prediction System with 30-Second Update
Publisher: American Meteorological Society
Global Precipitation Forecasts by Merging Extrapolation-Based Nowcast and Numerical Weather Prediction with Locally Optimized Weights
Publisher: American Meteorological Society
Abstract: AbstractOver the past few decades, precipitation forecasts by numerical weather prediction (NWP) models have been remarkably improved. Yet, precipitation nowcasting based on spatiotemporal extrapolation tends to provide a ...
Sensitivity to Localization Radii for an Ensemble Filter Numerical Weather Prediction System with 30-Second Update
Publisher: American Meteorological Society
Precipitation Nowcasting with Three-Dimensional Space–Time Extrapolation of Dense and Frequent Phased-Array Weather Radar Observations
Publisher: American Meteorological Society
Abstract: he phased-array weather radar (PAWR) is a new-generation weather radar that can make a 100-m-resolution three-dimensional (3D) volume scan every 30 s for 100 vertical levels, producing ~100 times more data than the ...