 It was named for Henry Mower Rice, a fur trader who became instrumental in creation of the Minnesota Territory and its subsequent growth and development.The Cannon River flows northeasterly through the center of the county, on its way to discharge into the Mississippi River at Red Wing.The Straight River flows northerly into the county from Steele County to its discharge point into the Cannon River at Faribault.