Comparison with better studied Late and Final Neolithic sites in Nubia and upper Egypt also help to supplement for the minimal testing done on Gebel Ramlah Pottery. The analysis of pottery from sites such as Nabta Playa helped to form hypotheses concerning the impacts of different firing temperatures on the unique local clay used in these ceramics, as well as the formation of features such as the previously described black-topped layer.[1]