Turnips were what I was missing - look for yellow flowers in the swamp, then plant the seeds in your base.

Incidentally, just in case you're missing carrots (too), white flowers in the black forest, plant those in your base as well.

You need to have gotten both at some point to unlock it.. and you'll need them to craft as well... Everything else just grows wild in their respective biomes.