Question

Why do tropical cyclone develop in late summer​

Answer 1

the sea surface temperatures reach their highest levels and provide tropical cyclones with the energy they need to develop into major storms.

Answer 2

Because that's when the waters of the Atlantic Ocean basin are the warmest.