Joseph Shepherd Spring is a spring located in Marshall County, West Virginia. It appears on the Cameron USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,359.32 feet (414.32 m) above sea level. The nearest populated place is Cameron, approximately 1.0 miles to the N.