Blue Gulch is a valley located in Siskiyou County, California. It appears on the Thompson Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,631.18 feet (801.98 m) above sea level. The nearest populated place is Summerville, approximately 1.9 miles to the SE.