Yes, but that's a light spray of pretty weak fertilizer, right? My two friends drenched the mosses with full-strength Miracle Gro (I think) and it fed the tree but burned the moss.
Probably need to do this when there's no chance of rain diluting the fertilizer, as well. Hot, dry weather would be perfect.
