Fern Spring Canyon is a valley located in Modoc County, California. It appears on the Shields Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,334.65 feet (1,626.00 m) above sea level. The nearest populated place is Surprise Station, approximately 8.7 miles to the NNW.