Most of the birds we ringed on the estuary spend the winter in ___ Africa, thousands of miles to the south.

Explanation

Continents are named without an article, so in Africa is correct. The definite article turns up in narrowed expressions such as the Africa of my childhood, but not in the plain name of the continent.