Fifteen years ago, Beijing's Liangma riverbanks would have been smog-choked and deserted in winter, but these days they are dotted with families and exercising pensioners most mornings.

Particulate pollution fell 41% nationwide in the decade from 2014, and average life expectancy has increased 1.8 years, according to the University of Chicago’s Air Quality Life Index (AQLI).