Lovejoy Creek is a stream located in Cape Girardeau County, Missouri. It appears on the Neelys Landing USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 328.44 feet (100.11 m) above sea level. The nearest populated place is Lovejoy, approximately 0.5 miles to the W.