This paper analyzes supply chain members' emission reduction behaviors.
The cap-and-trade scheme and consumers' preference are taken into account.
The impacts of online channel on firm’ profits are studied.
The single emission reduction and joint emission reduction strategies are compared.
The joint emission reduction strategy is profitable for the chain members.