Walnut Fork is a stream located in Calhoun County, West Virginia. It appears on the Chloe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 793.16 feet (241.76 m) above sea level. The nearest populated place is Chloe, approximately 0.0 miles to the NE.