If you want to reside in Fuerteventura for more than 90 days you need to apply for residency. There are lots of other things you need (NIE NUMBER etc), so I suggest you speak to a solicitor or seek advice from the Spanish Government websites or the UK Government.
It's far too complex to answer in a brief reply on this forum!!
Tom.