Complex sentence: They are often grown in gardens for their very early, yellow flowers, though they have weak branches are often damaged by heavy snow loads.
Split into simpler sentences: They are often grown in gardens for their very early, yellow flowers. They do have weak branches though, which are often damaged by heavy snow loads.