Made with just a few ingredients — green split peas, onions, carrots, and celery and a few herbs and spices — this healthy, hearty and comforting split pea soup is so easy to make that we are sure it will become a staple recipe. Make this oil/fat free. Lose the olive oil and saute your onions in broth or water.