Bice Creek is a stream located in Gogebic County, Michigan. It appears on the Wakefield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,541.99 feet (470.00 m) above sea level. The nearest populated place is Plymouth, approximately 6.2 miles to the N.