Rose Valley is a valley located in Buffalo County, Wisconsin. It appears on the Cream USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 692.30 feet (211.01 m) above sea level. The nearest populated place is Buffalo City, approximately 1.8 miles to the SSW.