The most likely conclusion about the history of the area is: The area used to have more water that supported the growth of tropical plants.
The presence of fossils of large leaves resembling modern tropical plants indicates that the region once had a climate that could sustain such vegetation, which typically requires more water than what is available in a desert environment today.