Hoover Creek is a stream located in Alleghany County, Virginia. It appears on the Falling Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,379.90 feet (420.59 m) above sea level. The nearest populated place is Falling Spring, approximately 2.2 miles to the SSW.