I honestly don't know! I've always been told not to dry fire any cartridge gun - something about it not being good for the firing pin to not make contact with a primer - but airguns don't have primers: or firing pins, for that matter.
As you say, doing so does nothing but waste C02.
I've heard that you shouldn't dry fire airguns either: but I'm not sure why you shouldn't.
Jim