TailWeather: from tail to extremes, a global climatological dataset for machine-learning weather forecasting

Zhi-Song Liu, Michael Boy, Risto Makkonen

Weather forecasting models commonly use the average forecast skill for short-range forecasts. However, it does not necessarily imply skill in the tails of the weather distribution.…