Cowpen Creek is a stream located in Beauregard County, Louisiana. It appears on the Gordon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 32.36 feet (9.86 m) above sea level. The nearest populated place is Abbie Joe (historical), approximately 1.8 miles to the NNW.