Township of Belle Plaine is a civil located in Scott County, Minnesota. It appears on the Union Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 990.81 feet (302.00 m) above sea level. The nearest populated place is Union Hill, approximately 3.5 miles to the SE.