Clue: Beginning to near Australia, unfortunate refugees upset to be incarcerated here (5)
Answer: NAURU
Explanation: Definition: Beginning to near Australia, unfortunate refugees upset to be incarcerated here
=an island near Australia where refugees are held in detention centres 
 Beginning letters of N[ear] A[ustralia] U[nfortunate] R[efugees] U[pset]