Once the trees are removed, erosion happens, followed by lost of topsoil. Topsoil is an ecosystem in its own, with microorganisms and small animals. Just replanting a tree will not regenerate that. Agriculture faces a similar problem.

Then, forests are much more than just trees. There are all sort of plants, insects, fungi, etc.