Like potatoes, parsnips will brown after they've been cut, peeled, and exposed to air for too long. To prevent this, use the parsnips right away after cutting them, or prepare the parsnips ahead of time by peeling them and placing them in cold water or sprinkling with little lemon juice to keep them from browning.