Upper Cave Ridge is a ridge located in Scott County, Virginia. It appears on the Blountville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,150.76 feet (655.55 m) above sea level. The nearest populated place is Shelleys, approximately 2.1 miles to the NNE.