In the United States, lemon trees can be successfully grown in USDA hardiness zones 9-11. This means that they will do best in areas with warm, humid summers and mild winters. The tree will not tolerate freezing temperatures for extended periods of time. Some good locations for growing lemon trees include California, Florida, Texas, Hawaii and Arizona.