Rainey Valley is a valley located in Trempealeau County, Wisconsin. It appears on the Independence USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 734.91 feet (224.00 m) above sea level. The nearest populated place is Arcadia, approximately 0.9 miles to the S.