Riddonkulous

I am a subterranean chamber that swallows cold rain and spits boiling fury, tearing through the skin of the earth. Unlike a volcano that bleeds liquid fire, I only erupt with superheated water and blinding steam. Some of my kind scream every few minutes, while others sleep for centuries. What am I?