Location sign for the Torre da Medronheira. The lookout tower is located in the village of Olhos de Água, Albufeira, Algarve, Portugal. It was built mid 16 century in the reign of John III of Portugal and its main function was to be used to monitor the coast and warn the local populations of Barbary pirates who sailed the local waters to pillage and kidnapped local people often selling them into slavery.