A lot of people think being in water is the ocean, but you must be in the ocean biome.
Usually at night is when they spawn.
I stopped using a harpoon, I let go of the karve and kill it with a bow usually, then scoop up the drops.
I would love the increase in sea serpents, but a lot of people would be opposed because of sailing with metals on board.