Yellowstone Lake – Compromising a total of 286 square miles, this lake is the largest high-altitude body of water in all of North America. The depth of the lake averages 138 feet, with some areas measuring 430 feet. Straddling the edge of the Yellowstone Caldera, a 640,000-year-old geologic feature, scientists agree this is one of the most dynamic places on the planet.