Arrive prior to 9 a.m. to avoid the crowds. The annual average snowfall in the park is 43 feet… yes, feet! Given that the elevation of the lake's rim is 7000 to 8000 feet, snow clouds that move through the park can completely hide the lake from view, sometimes for days at a time.