What makes trees grow fast?

Actually, by pushing too much fertilizer, you are forcing your tree to focus on top growth, not a strong, healthy, supportive root system.
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By mulching trees and giving them supplemental water when needed, you will be giving them a big advantage, creating healthier trees that grow faster.