 In the early 20th century, Clay, Greene, and Craighead counties had sundown town policies forbidding African Americans from living in the area.According to the U.S. Census Bureau, the county has a total area of , of which is land and (0.8%) is water.Crowley's Ridge is the county's most prominent geological feature.