Shupe Hollow is a valley located in Smyth County, Virginia. It appears on the Atkins USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,301.82 feet (701.59 m) above sea level. The nearest populated place is Atkins, approximately 0.1 miles to the N.