In this work, we consider the two-dimensional Navier-Stokes equations
with periodic boundary conditions, describing the evolution of homogen
eous turbulent flows. We use the method of Debussche and Temam [A. Deb
ussche and R. Temam, convergent families of approximate inertial manif
olds, J. Math. Pures Appl., to appear] to construct approximate inerti
al manifolds (AIMs) whose order decreases exponentially fast with resp
ect to the dimension of the manifold. We recall that an AIM is a smoot
h manifold of solutions M such that the attractor A is contained in a
neighborhood of M of thinness eta, eta is called the order of the mani
fold. The dependence of all the constants with respect to physical par
ameters, especially the Grashof number, is made explicit