 According to the United States Census Bureau, the CDP has a total area of , all land.The climate in this area is characterized by hot, humid summers and generally mild to cool winters.According to the Köppen Climate Classification system, Stevensville has a humid subtropical climate, abbreviated "Cfa" on climate maps.