A Neural-Network Model-Measurement-Based Observation Operator For Weather Radar Reflectivity Assimilation

Marco Stefanelli, Žiga Zaplotnik, Gregor Skok

In three-dimensional variational data assimilation (3DVar) for numerical weather prediction (NWP), the observation operator $\mathcal{H}$ plays a central role by mapping model stat…