Caney Creek Gulch is a valley located in White County, Tennessee. It appears on the Lonewood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 856.30 feet (261.00 m) above sea level. The nearest populated place is Dodson, approximately 0.3 miles to the WSW.