1 definition found chief lake - U.S. Gazetteer (1990) : Chief Lake, WI (CDP, FIPS 14440) Location: 45.92664 N, 91.33277 W Population (1990): 570 (419 housing units) Area: 54.7 sq km (land), 6.5 sq km (water)