Cowpen Creek is a stream located in Beauregard County, Louisiana. It appears on the Singer USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 116.67 feet (35.56 m) above sea level. The nearest populated place is Newlin, approximately 2.2 miles to the SSW.