Hi, I read the following sentences on a website ( the link is here):
1. Houses are less expensive in the North than in the South (= of the country).
2. They bought a villa in the South of France.
The South of France is a name for that region in France, and 'South’ is therefore capitalised. If you were referring more generally to southern France, you could use 'southern' without a capital S.