Pelkie Creek is a stream located in Baraga County, Michigan. It appears on the Vermilac USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,584.58 feet (482.98 m) above sea level. The nearest populated place is Tioga, approximately 3.9 miles to the SE.