Barrel Spring is a spring located in Lake County, California. It appears on the Leesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,371.31 feet (722.78 m) above sea level. The nearest populated place is Leesville, approximately 4.4 miles to the NE.