Certainly archaeology could demonstrate disease if human remains were found. But like all things that outlive us, we forget that cities aren't permanent. Perhaps they moved on because the grass was greener elsewhere (there was a 'Little Ice Age' in 1650), or maybe political strife split their loyalties.

What will become of a hundred thousand towns across the world as the temperatures rise and their water dries up?