Coal Mine Canyon is a valley located in Alameda County, California. It appears on the La Costa Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 904.29 feet (275.63 m) above sea level. The nearest populated place is Scotts Corner, approximately 4.6 miles to the NNW.