Rocky Branch is a stream located in Ulster County, New York. It appears on the Cementon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 252.62 feet (77.00 m) above sea level. The nearest populated place is High Falls, approximately 0.3 miles to the SE.