Jasper Creek is a stream located in Pittsylvania County, Virginia. It appears on the Leesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 602.38 feet (183.61 m) above sea level. The nearest populated place is Mount Airy, approximately 2.3 miles to the NNW.