It doesn't, in my experience. Elevation usually is a factor in marginal surface temp set ups. March 22 saw 10-12 inches here and elevation made no difference that I could tell. We were very cold throughout.
The DGZ does get to the ground here when it's below 0. You'll see ice crystals filling the air even when the sky is clear.