The mean flow characteristics of a turbulent round jet and a plume are simu
lated in a high-resolution regional atmospheric model. The model used for t
he study is the Advanced Regional Prediction System (ARPS). It is observed
that the predicted flow characteristics are very sensitive to the turbulenc
e closure scheme used. Among the three closure options in ARPS, namely, the
constant eddy viscosity scheme, the Smagorinsky diagnostic closure, and th
e 1.5-order total kinetic energy scheme, the constant eddy viscosity scheme
predicts the jet characteristics in better agreement with experiments. For
the plume, all three schemes are unsatisfactory. It is shown that a modifi
cation of the constant eddy viscosity scheme incorporating a length-scale v
ariation as suggested by theory predicts plume characteristics in good agre
ement with experiments. The simulations are carried out at one fixed grid-b
ox size and flow inlet conditions; extending the present simulation results
to other cases is discussed.