It isn't a passive.
The 'are' and the 'happened' belong to separate clauses: the 'are' belongs the clause 'Are there', with the impersonal subject 'There', while 'happened' refers to the subject 'changes'.
I think we're looking at a reduced relative clause here. The full form is "What are the changes which happened in Beijing in recent years?".