15 - use case: Rainfall intensity depends on temperature

Clausius-Clapeyron scaling holds even for very high temperatures, we just don’t have enough data yet to have observed the expected extreme rainfall intensities.

If quantiles are estimated by appropriately fitting a GDP and using its quantiles, extreme rainfall intensity estimates continue to rise with air temperature.

Code (with a much older version of rdwd, might not run out of the box any more): https://github.com/brry/prectemp/blob/master/Code_analysis.R
Publication: http://www.nat-hazards-earth-syst-sci-discuss.net/nhess-2016-183