The flowering crabapple (Malus spp.) is an excellent landscape tree that is cold hardy in USDA hardiness zones 4 through 8, ...

They tend to favor the tallest trees they can find, particularly pines and hemlocks, because conifers provide more thermal cover; a pocket of warmth held inside the conifer's dense vegetation.