Southern Peninsula is an administrative unit and part of Reykjanesskagi, or Reykjanes Peninsula, a region in southwest Iceland. It was named after Reykjanes, the southwestern tip of Reykjanesskagi.
The region has a population of 30,933 and is one of the more densely populated parts of the island. From Wikipedia