Karnes Spring is a spring located in Botetourt County, Virginia. It appears on the Buchanan USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,357.78 feet (413.85 m) above sea level. The nearest populated place is Greyledge, approximately 1.9 miles to the SSE.