Patten Creek is a stream located in Florence County, Wisconsin. It appears on the Florence SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,335.30 feet (407.00 m) above sea level. The nearest populated place is Fern, approximately 1.7 miles to the E.