Shelf Lake is a lake located in Fresno County, California. It appears on the Graveyard Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,465.22 feet (2,885.00 m) above sea level. The nearest populated place is Mono Hot Springs, approximately 8.0 miles to the SSW.