Golden weeping willow tree. From an early age golden weeping willow trees produces a round cascade of yellow twigs and green leaves, reaching almost to the ground. A fast large growing tree that can be propagated by pushing a long twig into the ground. It will soon root itself and grow into a good sapling. Golden weeping willows found mostly by garden ponds and lakes.