Parsnips are root vegetables that are similar in shape and texture to carrots. Their ivory flesh has an appealingly sweet flavor. Unlike carrots, the flesh is always eaten cooked. Choose firm, small-to-medium uniformly shaped roots without cracks or brown patches. Store in a plastic bag in the refrigerator for up to 10 days.