Deep Lake is a swamp located in Siskiyou County, California. It appears on the Mount Dome USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,625.08 feet (1,409.72 m) above sea level. The nearest populated place is Fleener Place, approximately 3.2 miles to the ENE.