The Hot Springs Arkansas Park was discovered by a Spanish explorer, Fernando de Soto in 1541. He was the first European to see the Hot Springs National Park that we knew today. The Hot Springs National Park was termed the �Valley of Vapors� 8,000 years ago by native American tribes.