Rice Lake State Park Owatonna, Minnesota (507) 455-5871 ProfileRice Lake State Park. RV Park and Campground in Owatonna, Minnesota Photos RV Campground HQ Default Reviews Map Loading... No Records Found Sorry, no records were found. Please adjust your search criteria and try again. Maps failed to load Sorry, unable to load the Maps API. Enter your locationGet Directions Travel modeDrivingWalkingBicyclingPublic Transport Distance unitsMilesKilometers Get Directions