I don't think you should remove them unless you will replace them with better. In my opinion no building is worse.

ok, I've found a source

are there any sources for the bridge name, I'm not finding any, and my own limited research comes up with a caravan park nearby https://cheddarbridge.co.uk/

looks like https://www.geograph.org.uk/photo/4331617

location is a bit off, 56.008192, -3.394802 is a more accurate