Ancient volcanoes standing above the park spilled lava onto the sandy desert landscape. Lava tubes form as the flow cools on the surface and crusts over.
You may have heard how the site for the St. George temple was a soggy bog in 1871 and the settlers of the area drained it, then used lava rock for the foundation. They used an old cannon brought in from California to pound the rocks into place...