Cow Pen Creek is a stream located in DeSoto County, Mississippi. It appears on the Horn Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 240.98 feet (73.45 m) above sea level. The nearest populated place is Horn Lake, approximately 1.3 miles to the S.