What desert is located in southern Africa?

Both the Namib Desert and the Kalahari Desert are located in Southern Africa.

There are in fact two deserts located in Southern Africa.

The Namib Desert which runs along the western coast of Namibia and the Kalahari Desert which is located on the border between South Africa, Botswana and Namibia