There's nothing more disappointing to a gardener than planting the perfect plant in the perfect spot, only to watch it wither and die during a cold snap or heat wave. Thankfully, there are some great resources out there to help, such as the USDA Plant Hardiness Zone Map and the American Horticultural Society Heat Tolerance Map.
