La Oliva is a town and a municipality in the northern part of the island of Fuerteventura in the Province of Las Palmas, Canary Islands, Spain. …La Oliva is a town and a municipality in the northern part of the island of Fuerteventura in the Province of Las Palmas, Canary Islands, Spain. The population is 29,174, and the area is 356.13 km². The municipality includes the Lobos Island to the northeast, just off Corralejo.