There are three types of trees:
When harvested they will drop Tree blocks, which can then be crafted into 4x Wood.
Apple Trees grow randomly from regular Saplings and can be harvested for Apples.
Jungle Trees are only found in Jungles and drop Jungle Tree blocks. They cannot be crafted into regular Wood.