Data assimilation of satellite-derived rain rates estimated by neural network in convective environments: a study over italy

HIGHLIGHTS

• What: This indicates that the satellitederived rain rate can be used to improve the NWP forecast in convective environments, which are the focus of this paper. The authors show the impact of the rain rate data assimilation on the precipitation forecast for a case study. The authors focus on the 1-4 h phase after the assimilation, as it is the phase when the data assimilation impact is higher. In Figures 2 and 3, the authors show the rain rate estimates and the relative humidity innovations, i.e., the differences between the analyses and the background field . . .
  

   

  

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