Interestingly research actually shows electric bikes to have less of a carbon footprint than manual bikes even when accounting for the electricity, battery, motor, etc. due to the rider needing to consume fewer calories to provide the muscle power. But we’re talking numbers so small that it’s really not worth worrying about in the grander scheme of things. So if you’re feeling some guilt about the extra components in your ebike you don’t need to, but if you’re looking at an ebike to replace your regular one don’t make the decision purely based on carbon footprint, but instead focus on if you need/want it.