Richland Creek is a stream located in Moore County, North Carolina. It appears on the Putnam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 246.73 feet (75.20 m) above sea level. The nearest populated place is Putnam, approximately 2.6 miles to the W.