Parnell Creek is a stream located in Union County, Mississippi. It appears on the Ellistown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 402.23 feet (122.60 m) above sea level. The nearest populated place is Parks, approximately 0.4 miles to the N.