Responders to spill accidents need to have at their fingertips a metho
d of rapid prediction of chemical cloud dispersion behavior and other
relative information to protect the public from death and injury durin
g evacuation of the affected area. A survey of 123 chemical spill acci
dents in the United Stares where evacuations occurred revealed that av
ailable mathematical models were not used to predict cloud dispersion
behavior while the event was under way, although modeling was sometime
s done after the fact The varied reasons for why modeling was not done
include the fact that models require complex information on meteorolo
gy, the accident took place when modelers were not available, and some
times, responders did not know what chemicals were released. The evacu
ation distances based on a gir;en downwind concentration (level of con
cern) vary considerably, depending upon the chemical released and upon
atmospheric turbulence resulting from solar insolation and wind blowi
ng across surface features. Examples are presented. The problem is com
plicated because available mathematical models and look-up tables ofte
n do not give the same answer under the same conditions, nor do author
ities agree on the concentration levels representing a level of concer
n on which to base evacuation. The responders to chemical spills need
to be aware of these limitations, recognizing that modeling is a tool
and does not represent ultimate truth. Yet modeling is useful to respo
nders and is required by law in the United Stales in developing possib
le accident scenarios under risk mangement plans as part of the Clean
Air Act. Western Research Institute, in surveying the problems, has de
termined a need to communicate the benefits of modeling in a format de
signed for responders and others in the decision-making processes. A s
ystem for estimating evacuation distances has been developed for a han
d-held computer for field use. The major features are that the user in
puts the chemical spilled, spill location, time of day, cloud cover, a
nd source spill information; evacuation distances based on a level of
concern are calculated in seconds. The system is designed for planners
and emergency response personnel without special modeling or computer
skills. The results compare favorably with real field data and with d
ense gets and neutrally buoyant models in the public domain.