Cold Spring Canyon is a valley located in Gem County, Idaho. It appears on the Cherry Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,454.30 feet (1,052.87 m) above sea level. The nearest populated place is French Corner, approximately 5.8 miles to the WNW.