Chestnut Orchard Ridge is a ridge located in Cherokee County, North Carolina. It appears on the Unaka USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,480.32 feet (756.00 m) above sea level. The nearest populated place is Unaka, approximately 2.2 miles to the SE.