The story
bullfrog + county. The county is named after the former mining district of Bullfrog, which was named after the Bullfrog Mining Company, which was named after the Bullfrog Mine, which was named after the color of the gold ore the mine, colored like a bullfrog, which in turn refers the frog.
Etymology from Wiktionary, CC BY-SA 4.0.