Stratigraphic and geologic studies in the Gebel Ramlah playa indicate that around 6050 BC (marking the start of the Middle Neolithic), a major climatic shift left the regional landscape semi-desertified. Bodies of water were shrinking, and vegetation suffered. Therefore, people could no longer rely solely on hunting and intensive gathering for subsistence.