Chief Lake, Wisconsin, United States [CDP]; population was 570 in 1990; housing units was 419 in 1990; location is 45°56'N 91°20'W; land area is 21.11 square miles (13,509 acres); water area is 2.51 square miles (1,607 acres); FIPS code is 14440 [SourceCBP]