My thoughts:

Civilisation implies large scale agriculture.

Large scale agriculture implies specific pollen signatures.

We don't see any of these signatures in the pollen records dredged up from lakes and seas.

There was no previous civilisation in the last 1.4m years (this is the depth of the pollen records we have I think).