Had a similar problem with my Freelander 2 TD4 2012. Lots of clicking and not starting.
Followed this thread and purchased a starter motor solenoid, took it to the local garage and bingo, problem solved.
£15 for the kit, £45 for an hours labour to install (beyond my capabilities).
Thanks...