Straight Valley is a valley located in Winona County, Minnesota. It appears on the Rollingstone USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 739.19 feet (225.31 m) above sea level. The nearest populated place is Rollingstone, approximately 1.6 miles to the ENE.