Shirts Creek is a stream located in Gem County, Idaho. It appears on the High Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,983.61 feet (1,214.20 m) above sea level. The nearest populated place is Ola, approximately 3.8 miles to the W.