The effect of small-scale forcing on large-scale structures in beta-pl
ane two-dimensional (2D) turbulence is studied using long-term direct
numerical simulations (DNS). We find that nonlinear effects remain str
ong at all times and for all scales and establish an inverse energy ca
scade that extends to the largest scales available in the system. The
large-scale flow develops strong spectral anisotropy: k(-5/3) Kolmogor
ov scaling holds for almost all phi, phi = arctan(ky(/)k(x)), except i
n the small vicinity of k(x) = 0, where Rhines's k(-5) scaling prevail
s. Due to the k(-5) scaling, the spectral evolution of beta-plane turb
ulence becomes extremely slow which, perhaps, explains why this scalin
g law has never before been observed in DNS. Simulations with differen
t values of beta indicate that the beta-effect diminishes at small sca
les where the flow is nearly isotropic. Thus, for simulations of beta-
plane turbulence forced at small scales sufficiently removed from the
scales where beta-effect is strong, large eddy simulation (LES) can be
used. A subgrid scale (SGS) parameterization for such LES must accoun
t for the small-scale forcing that is not explicitly resolved and corr
ectly accommodate two inviscid conservation laws, viz. energy and enst
rophy. This requirement gives rise to a new anisotropic stabilized neg
ative viscosity (SNV) SGS representation which is discussed in the con
text of LES of isotropic 2D turbulence.