Cowpen Creek is a stream located in Pearl River County, Mississippi. It appears on the Big Swamp USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 149.31 feet (45.51 m) above sea level. The nearest populated place is Silver Run, approximately 4.5 miles to the SE.