Township of Pleasant Grove is a civil located in Olmsted County, Minnesota. It appears on the Simpson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,167.98 feet (356.00 m) above sea level. The nearest populated place is Pleasant Grove, approximately 1.6 miles to the SSW.