Rice Lake is a 329 acre lake located in Burnett County. It has a maximum depth of 9 feet. Fish include muskie, panfish, largemouth bass, northern pike and walleye. According to the DNR, panfish, largemouth bass and northern pike are considered common in the lake. Muskie and walleye are listed as present.