Township of Wheeling is a civil located in Rice County, Minnesota. It appears on the Nerstrand USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,184.38 feet (361.00 m) above sea level. The nearest populated place is Nerstrand, approximately 2.0 miles to the ENE.