Township of Blooming Prairie is a civil located in Steele County, Minnesota. It appears on the Bixby USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,250.00 feet (381.00 m) above sea level. The nearest populated place is Union, approximately 0.9 miles to the W.