Comment by eloisant

This is the reality of air travel, 90% of the flights (thus the CO2 emissions) are made by a handful of frequent travellers. Moreover those are very unlikely to be willing to cut on air travel for CO2 emission reasons.

So you shouldn't feel bad for your occasional air travel.