1 definition found iron mountain lake - U.S. Gazetteer (1990) : Iron Mountain Lake, MO (city, FIPS 35430) Location: 37.68508 N, 90.61467 W Population (1990): 632 (440 housing units) Area: 5.1 sq km (land), 0.3 sq km (water)