Town of Chelsea is a civil located in Taylor County, Wisconsin. It appears on the Medford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,489.50 feet (454.00 m) above sea level. The nearest populated place is Whittlesey, approximately 2.4 miles to the SE.