Town of Rock Elm is a civil located in Pierce County, Wisconsin. It appears on the Plum City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,053.15 feet (321.00 m) above sea level. The nearest populated place is Rock Elm, approximately 1.2 miles to the WNW.