In popular outdoor sports competitions, players, fans, and advertisers have to contend with an ambient environment of varying quality that is hard to predict weeks or even days in advance. The environment may deteriorate, for instance, because it is unseasonably hot, or due to the build-up of air pollution from excessive use of fossil fuels that calm winds have failed to clear.