 According to the Köppen Climate Classification system, Beltsville has a humid subtropical climate, abbreviated "Cfa" on climate maps.As of the census of 2000, there were 15,690 people, 5,690 households, and 3,823 families residing in Beltsville.The population density was 2,366.9 people per square mile (913.7/km²).