 The Red Cliffs Desert Reserve borders the town.According to the Köppen Climate Classification system, Leeds has a semi-arid climate, abbreviated "BSk" (Tropical and Subtropical Steppe Climate) on climate maps.As of the census of 2000, there were 547 people, 207 households, and 157 families residing in the town.