Formaldehyde, acetaldehyde, acetone
and propionaldehyde were the species with the highest emission factors. Main influencing factors for
carbonyl emissions were vehicle type, average speed and regulated emission standard, and the impact
of vehicle loading was not evident in this study. National emission of carbonyls from diesel vehicles
exhaust was calculated for China, 2011, based on both vehicle miles traveled and fuel consumption.