Some say it holds no advantage. Me, I've always tried keeping up with underside maintainence and cleanings as the winter wore on.
Like is mentioned, and when permissible, a run over to the coin op wash, clear water spray best I could, wheel wells, underside, get all that nasty hanging ice...