We investigate the properties of the Kuramoto-Sivashinsky equation in
two spatial dimensions. We show by an explicit, numerical, coarse-grai
ning procedure that its long-wavelength properties are described by a
stochastic, partial differential equation of the Kardar-Parisi-Zhang t
ype. From the computed parameters in our effective, stochastic equatio
n we argue that the length and time scales over which the correlation
functions cross over from linear diffusive to those of the full nonlin
ear equation are very large. The behavior of the three-dimensional equ
ation is also discussed.