Zhi-Song Liu

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

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. Evaluating tail events requires a consistently defined target with broad spatial and temporal coverage. Disaster catalogs record societal c...