Why is the poet telling his friend to shut his books and learn from nature?

The speaker says that nature can teach a man about his surroundings and be part of something greater than the dry pages of books. Books offer no refuge for a man's tired spirit. I think the implication is that nature is soothing and can teach a man how to really live life.

"Come forth into the light of things, / Let Nature be your teacher."