Tri-color willow trees can grow in USDA hardiness zones 5 through 9. That covers much of the continental U.S, from the Pacific Northwest through the southern states and up into most of New England. If you're on the northern end of its range, you can try growing your willow in a protected spot, sheltered by your home or another building or structure, and wrap the trunk in burlap for the winter.