Remember the Great Lakes were scoured by glaciers, so the further south you go the less ice mass the glaciers would have carried. Notice how the southern portions of lakes Huron and Michigan are also the shallowest parts of the lakes, and Lake Superior, where the ice was thickest, is also the deepest Great Lake.