YELLOWSTONE LAKE. Lake is the largest body of water in North America at so great an. altitude. Lying 7,731 feet above sea level, it covers 139 square miles. and has a shore line of about 100 miles. Its maximum depth is 300. At the outlet of the lake is located the famous.