Kelly Lake is a 367 acre lake located in Oconto County. It has a maximum depth of 41 feet. Visitors have access to the lake from several public boat landings. Fish include largemouth bass, northern pike, walleye and panfish. According to the DNR, largemouth bass and northern pike are common in the lake while walleye and panfish are listed as present. The water is very clear.