Chapel Branch is a stream located in Floyd County, Indiana. It appears on the New Albany USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 447.56 feet (136.42 m) above sea level. The nearest populated place is Blackiston Mill, approximately 1.5 miles to the SSW.