According to the 2023 USDA Hardiness Zone Map Chief Lake, Wisconsin is in Zones 4a (-30°F to -25°F). This is a change from the 2012 USDA Hardiness Zone Map which has Chief Lake in Zones 3b (-35°F to -30°F) and 4a (-30°F to -25°F).