South Africa is an important producer of uranium, which is recovered from gold-mine tailings. In fact South Africa supplied a substantial amount of the uranium required for the Manhattan Project, and for US nuclear activities of all kinds for years afterwards.
South Africa also had an early interest in nuclear power, because of the long distance between its major coalfields and the large industrial and population centers of the Cape Town and East Cape regions.