Cherry Canyon is a valley located in San Mateo County, California. It appears on the San Mateo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 70.99 feet (21.64 m) above sea level. The nearest populated place is San Mateo Park, approximately 0.4 miles to the SE.