Erna Max

A calibration layer on top of every available forecast member. Each member is bias-corrected per city (shrunk on small samples), weighted by its rolling market bucket hit rate rather than MAE alone, then blended into a full probability distribution. Intraday METAR observations and hourly-rise climatology pace the distribution during the day, floored at the max already observed.