Yes, underwater mountains rise above the ocean. In places such as Iceland, there is more volcanic activity than other parts of the Mid-Atlantic range. This is because of the presence of a number of hot-spot volcanoes in the region. Iceland also has the unique distinction of having both hot-spot volcanoes and plate boundaries of the North American and Eurasian tectonic plates.