Trough 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 865.00 feet (263.65 m) above sea level. The nearest populated place is Seminole Hot Springs, approximately 1.3 miles to the SE.