Yellowstone Supervolcano Making Strange Rumblings Steam rises from hot springs in Yellowstone National Park, Wyoming, in a 2002 file photo. Supervolcanoes can sleep for centuries or millennia before producing incredibly massive eruptions that can drop ash across an entire continent. One of the largest supervolcanoes in the world lies beneath Yellowstone National Park, which spans parts of Wyoming, Montana and Idaho.