Grove Creek is a stream located in Jasper County, Missouri. It appears on the Joplin East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 934.90 feet (284.96 m) above sea level. The nearest populated place is Atlas, approximately 1.9 miles to the SSW.