One phase of an air-pollution study conducted in the Los Angeles basin
during the summer of 1987 consisted of outdoor smog-chamber experimen
ts, called captive-air irradiation experiments, intended to study the
response of ozone to changes in its main precursors, hydrocarbons and
oxides of nitrogen. In this article, a total of 249 captive-air irradi
ation experiments conducted on 33 test days are used to obtain empiric
al models of ozone formation. These fitted models are used to construc
t ozone contours as a function of the precursor levels, evaluate propo
sed control strategies intended to reduce ozone levels, and examine th
e effects of ambient temperature and ultraviolet radiation on the form
ation of ozone. An unusual aspect of this environmental study is the u
se of fractional-factorial experiments to guide the selection of the p
recursor combinations on approximately one-third of the test days.