C. The development of Koumbi Saleh’s irrigation system
While the irrigation system was an important achievement of the Ghana Empire, it did not contribute to the emergence of the empire itself. The emergence was primarily driven by factors such as the expansion of trade networks, the abundance of resources like gold, and the need for protection against theft.