Chapel Branch is a stream located in Washington County, Florida. It appears on the Millers Ferry USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 36.09 feet (11.00 m) above sea level. The nearest populated place is New Hope, approximately 2.4 miles to the S.