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0111 · Jun 202519922001200920172026
1 result for “AIWP”
Probabilistic measures afford fair comparisons of AIWP and NWP model outputstat.AP

A new measure PC allows fair comparison of AIWP and NWP models.

problem Fair comparison of AIWP and NWP model outputs.
method Postprocessing deterministic model outputs with isotonic distributional regression (IDR) and calculating PC as mean CRPS of postprocessed forecasts.
result The GraphCast model outperforms the ECMWF HRES model in WeatherBench 2 data.
weather predictionAIWPNWPPC measureisotonic distributional regression
2025-06-04abs ↗pdf ↗