Lathrop Creek is a stream located in Ontonagon County, Michigan. It appears on the Paynesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 788.95 feet (240.47 m) above sea level. The nearest populated place is North Paynesville, approximately 2.7 miles to the S.