The most significant increase in these losses in relation to GNI was also visible in the US, where losses measured in terms of GNI rose steeply from decade to decade up to the last five years – by which time they were roughly five times the level between 1980 and 1989. There was a similarly sharp increase in Germany, due in no small part to the losses caused by the Ahr Valley floods in 2021.