Browsing by Author "Jones, Thomas"
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A Comparative Convective Study Between the Ensemble Kalman Filter and the Local Particle Filter Using the Gridpoint Statistical Interpolation System
McAuliffe, Joel (2020-07-30)The localized particle filter (LPF) is a recent advance in ensemble data assimilation for numerical weather prediction. Derived from the original particle filter used for highly nonlinear state variables, the LPF incorporates ... -
Improving short-term forecast of severe and high-impact weather events using a weather-dependent hybrid ensemble-variational data assimilation system with radar and satellite derived observations
Pan, Sijie (2023-05-12)A hybrid ensemble-variational (EnVAR) data assimilation and forecast system, namely WoF-Hybrid, was initially developed at the National Severe Storms Laboratory (NSSL) supported by the NOAA Warn-on-Forecast project (WoF). ...