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These precipitation accumulations have been obtained by seamless blending of the:

  • 20-members ensemble of 1-h accumulation generated with the algorithm for probabilistic nowcasting by extrapolation of radar observations SBMcast (Berenguer et al., 2011) applied to the gauge-adjusted OPERA radar composites over Europe (2 km, 15 minutes; Park et al. 2019)
  • 51-members ensemble of 1-h accumulation forecasts obtained by Numerical Weather Prediction (NWP) with the ECMWF Ensemble Prediction System (EPS)

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The blending technique (Wong et al. 2009) is applied for the first 6 hours, and applies a phase shift and bias correction to blend radar nowcasts into NWP using a hyperbolic tangent weighting function. For lead times beyond 6 hours, the product relies only on the NWP forecasts.

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