As observed in archeological sites, population in Northern Africa decreased between 6,300-5,200 years ago over less than a millennium, beginning from the north. In inner Arabia many settlements were abandoned about 5,300 years ago. Some Neolithic people in the desert persisted for longer thanks to the exploitation of groundwater.