Walnut Canyon is a valley located in Los Angeles County, California. It appears on the Point Dume USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.31 feet (0.40 m) above sea level. The nearest populated place is Mahou Riviera, approximately 0.8 miles to the W.