Researchers used extreme-value statistics to examine very rare rainfall events in the French Alps, comparing daily and hourly observations across months and seasons. They defined an extreme event using the rainfall intensity expected once every 20 years and also examined the weather patterns linked to precipitation maxima.

The results show a strong north–south contrast for annual daily extremes, with increases in the south and decreases in the north, driven mainly by autumn changes. Hourly extremes show a different pattern: most annual trends are not statistically significant, with increases in the high Alps and decreases in the pre-Alps forming more of an east–west divide.