The health risks of exposure to submicrometer particles (those with an aero
dynamic diameter equal to or less than I tm) from vehicle exhaust, have led
to a need to develop new models to predict likely levels of emissions from
traffic flows. The lack of vehicle emissions factors for PM, has been a li
miting factor to-date. Researchers in Australia have been looking for a sim
ple technique to predict levels of submicrometer particles contributed by t
raffic flows at the roadway. Work has focussed on examining the relationshi
p between submicrometer particle number concentrations and size distributio
ns in relation to traffic volume, fleet composition, congestion, fuel usage
and meteorological conditions. A technique has been developed to predict a
mbient submicrometer particle concentrations from traffic flows at a freewa
y site with up to 75% accuracy. (C) 2001 Elsevier Science Ltd. All rights r
eserved.