This work contributes to the World Climate Research Pro- gramme (WCRP) Grand Challenge on Extremes. We acknowledge the WCRP and the International Centre for Theoretical Physics (ICTP), which have supported this research through the WCRP- ICTP Summer School on Extremes (2014). The firstauthor acknowl- edges partial support from the ERCDROUGHT-HEAT project.