In the kitchen, you can certainly replace parsnips for carrots in many recipes for a milder, more subtle result. For roasting and mashing, however, parsnips are interchangeable with root vegetables from the Brassica family like turnips and rutabagas. But enough about substitution -- it's the parsnip's turn to shine.