Caney Branch is a stream located in Henderson County, Tennessee. It appears on the Chesterfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 387.14 feet (118.00 m) above sea level. The nearest populated place is Chesterfield, approximately 0.9 miles to the W.