Abstract
Probabilities of thunderstorm occurrence and conditional probabilities of lightning intensity over The Netherlands are
forecast using statistical post-processing with predictors derived from the operational non-hydrostatic numerical weather
prediction model Harmonie, at lead times up to 45 hours. Quantile regression forests (QRF) is compared with logistic
regression (LR) for thunderstorm occurrence forecasts and with
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