 According to the U.S. Census Bureau, the town of Elmore has a total area of , of which is land and , or 1.69%, is water.Note that community was listed on the 1880 U.S. Census as the unincorporated town of Elmore Station.At the 2000 census there were 199 people, 77 households, and 55 families in the town.