all the branches of a tree at every stage of its height when
put together are equal in thickness to the trunk
There have been various attempts to explain that, involving the tree's vascular system for example. The preprint Leonardo's rule, self-similarity and wind-induced stresses in trees votes for wind resistance. See also Leonardo's Formula Explains Why Trees Don't Splinter at Science Now.