Patten Lake is a 254 acre lake located in Florence County. It has a maximum depth of 52 feet. Fish include largemouth bass, walleye, trout and panfish. According to the DNR, panfish are abundant in the lake while largemouth bass and walleye are considered common. Trout are listed as present.