You shouldn't need to remove anything, working under the car you may need to cut a cable tie which is holding the handbrake cable to the chassis tube but you can then just grab the cable and pull it down slightly and then with two 17mm spanners adjust. If the car is an early car (2012/3) it may still have a centre cover on the floor which will need removing, from underneath,.
