Cherry Hill Pond is a reservoir located in Loudoun County, Virginia. It appears on the Middleburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 462.08 feet (140.84 m) above sea level. The nearest populated place is Stoke, approximately 1.2 miles to the SSW.