The definition of "hill fog" in chinook240's helpful link looks interesting.
Easily explaining how people (even qualified met observers!) on a windward hillside can be standing in thick fog, whilst conditions are remarkably clear at lower levels a very short distance away from the terrain???
Who would have thought that eh?
