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Petra Friederichs - Chair of Statistics STAT

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Mesoscale Weather Prediction<br />

Statistical Postprocessing<br />

Applications<br />

Conclusions and Challenges<br />

Ensemble Postprocessing – Precipitation<br />

Case study – 3rd July 2009<br />

Spatial Modelling – Wind Gusts<br />

Reliability<br />

conditional observed frequency<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0.0<br />

MIX<br />

fgp<br />

(d) 10mm threshold<br />

0.9<br />

0.6<br />

0.3<br />

0.0<br />

0.9<br />

0.6<br />

0.3<br />

0.0<br />

BS=0.019 REL=0.002 RES=0.005<br />

N=47202 (MIX)<br />

0 0.2 0.4 0.6 0.8 1<br />

forecast distribution<br />

BS=0.021 REL=0.004 RES=0.005<br />

N=47202 (fgp)<br />

0.0 0.2 0.4 0.6 0.8 1.0<br />

0 0.2 0.4 0.6 0.8 1<br />

forecast probability<br />

forecast distribution<br />

P.<strong>Friederichs</strong> Extreme weather 21 / 45

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