Answer: If you think of bamboo as a giant grass, you'll understand how it spreads through roots and rhizomes. Not all bamboos are invasive, but the running types of bamboo have root masses that travel 3'-4' deep, and spread 15'-20'. So, the ultimate depth will depend upon the type of bamboo you're growing (or trying to contain). Hope this clarifies things for you!
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