the-history-of-olive-trees-in-portugal-harvesting-olives. Portugal has a tradition of planting, picking, and eating olives. Harvesting olives is in the Fall and winter months. Olive trees are drought-resistant and grow perfectly in Portugal. Portugal has been cultivating olives for over 1000 years. Alentejo and Algarve produce the most olives in Portugal.