Chain Lake (historical) is a lake located in Osceola County, Iowa. It appears on the Ida Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,245.60 feet (379.66 m) above sea level. The nearest populated place is Ida Grove, approximately 3.4 miles to the SW.