Shelf Lake is a lake located in Park County, Montana. It appears on the Big Horn Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,153.74 feet (2,790.06 m) above sea level. The nearest populated place is Sphinx, approximately 8.5 miles to the NE.