The long and short of it, is it was abandoned, this means the infrastructure to support it is also gone.
The second reason is that it was forgotten, at least by the people who had the means to repopulate it.
Third reason kinda builds on the first, there was no reason to go back, its easier to build a new city, then to fix an old city.
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