It might be a distance haze/fog that is set to start a certain distance from the camera? Maybe in your sky settings? Just turn off haze as an option in the sky/realistic sky and see if that stops it. Haze has both a start and end distance (not sure that is has a height though... hmmm). Takes some tweeking to get it to fade in gradually and not smoke out your foreground.

holly