I will discuss some applications of Harmonic Analysis to the study of the Navier-Stokes equations. Spaces of distributions other than the classical Sobolev and Holder spaces appear rather naturally when describing oscillations, scaling, and regularity of solutions. In particular, these spaces admit a "wavelet" decomposition.