The southern colonies had very rich soil. They also had a much warmer climate than the other regions because they were farther south. Because their climate was so mild, their growing season was longer, and farms there could be more productive. This is why they were better than the other regions in terms of agriculture.
The Northern Colonies were mostly mountains with a colder climate and a thin layer of soil only for subsistence farming.