What Are Horizontal Underground Stems Called?

What Are Horizontal Underground Stems Called? Rhizome, also called creeping rootstalk, horizontal underground plant stem capable of producing the shoot and root systems of a new plant. Rhizomes are used to store starches and proteins and enable plants to perennate (survive an annual unfavourable season) underground. Which group of plants has a horizontal underground stem?