Thin ZrO2 films were produced at 323K by deposition of colloids from stable, aqueous dispersions (formed from 4mM Zr(SO4)2 in 0.4N HCl) onto silicon wafer-supported, functionalized self-assembled monolayers (SAMs). Deposition took place without visible bulk precipitation. As-deposited and heat-treated films were characterized by high-resolution transmission electron, analytical electron and scanning electron microscopy. In each case, an amorphous layer was found between the Si single crystal and the nanocrystalline ZrO2 film. The amorphous layer of the as-deposited films was found to be composed of two distinct layers: SAM and SiO2. Upon heat treatment at 773K for 2h in air or Ar, the SAM layer was no longer observed, suggesting that it decomposes and is removed completely in either atmosphere. The as-deposited films are tetragonal-ZrO2 with a grain size of ~5nm throughout the film thickness. Following heat treatment, a slight increase in grain size was observed. Deposition without the SAM was also attempted, but failed to produce a strongly adherent, uniform film.