Horseshoe Lake is a lake located in Newton County, Texas. It appears on the Shoats Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 30.28 feet (9.23 m) above sea level. The nearest populated place is Salem, approximately 8.2 miles to the NNW.