Florida is a peninsula surrounded by warm water. Sporadic storms can generate almost out of anywhere and can be extremely difficult to predict. Even if the conditions are ripe, determining which areas will be hit and which won't is even harder. Up north, you typically are dealing with large weather fronts which can be patterned and the science is somewhat more established. Still, I am sure meteorologists catch their fair share of flak just about everywhere.
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