-

The NET difference (bottom to top) is the key to having the lift required .
the wings on your bird -IF the loading were low enough- would work even with the ice added - ignoring weight gain from the ice
real world requires better efficiencies of full scale craft - I realize-
as to which surface is the most critical- you have to consider speed involved
bottom line - both sides have to contribute and the contribution changes with speed and loading