The celery we know today originally grew wild in the Mediterranean region. Its scientific name is Apium graveolens, and it is related to fennel, carrots and parsley. The tiny seeds are tan to dark brown in color and have a spicy taste and strong aroma. Celery seed in rich in linoleic acid.