Horseshoe Lake is a reservoir located in Wichita County, Texas. It appears on the Wichita Falls West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 955.25 feet (291.16 m) above sea level. The nearest populated place is Pleasant Valley, approximately 2.9 miles to the NE.