The decline occurred in the 7th century, and so cannot be connected to sudden climate change or the plague which happened more than half a century before. It seems the Roman Empire entered the 7th ...
However, a new study suggests the empire actually flourished through a mini-ice age and the Justinianic Plague. Its decline actually coincided with the Muslim conquest of Persia, in the 7th century.