whether the functionalities in the reducing agent effects the Id/Ig ratio of reduced graphene oxide???

Iam working on the synthesis of reduced graphene oxide using green reducing agents. I found that Id/Ig ratio after reduction is decreasing and increasing with change of reducing agent.  Can somebody explain me the factors responsible for the change of Id/Ig ratio with suitable example.

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