Just like all plants, trees grow best in a climate that is suited to their natural growth patterns and characteristics.  Some trees simply prefer a more mild climate, others are hardy enough to grow just about anywhere.  If you have any questions about the climate you live in or the potential growth of a specific tree, you can double check through the USDA Plant Hardiness zone map or check out their website.