Turnips are root vegetables belonging to the Brassica family, along with cauliflower, Brussels sprouts, and broccoli. Turnip plants are cool season vegetables that can be grown for both their roots and their nutritious greens. Tasty in roasts, stews, soups, and casseroles and as a boiled vegetable or sliced in salads.