Rocky Gulch is a valley located in Siskiyou County, California. It appears on the Indian Creek Baldy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,941.13 feet (896.46 m) above sea level. The nearest populated place is Hooperville (historical), approximately 1.0 miles to the N.