Cherry Canyon is a valley located in Los Angeles County, California. It appears on the Green Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,130.34 feet (649.33 m) above sea level. The nearest populated place is Green Valley, approximately 2.9 miles to the NE.