Hi James,
'Esos países están (situados) en la parte meridional del continente africano'. The word 'meridional' works as an adjective. In this case, it does not change its form.
As a noun, it would be: 'el meridiano'.
e.g. 'El meridiano de Greenwich'
Hope this helps :)