Yes, sycamore trees (Platanus occidentalis) do lose their leaves in the fall. They are deciduous trees, meaning they shed their leaves seasonally.

While they are not as spectacular as some other deciduous trees with their vibrant fall colors, sycamore leaves turn a yellowish-brown before falling off.