Latch Valley is a valley located in Trempealeau County, Wisconsin. It appears on the Dodge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 687.03 feet (209.41 m) above sea level. The nearest populated place is Dodge, approximately 1.8 miles to the S.