They will have a uniform distribution in the sense of every region with the same area will have exactly the same expected number of samples. But in fact it was

They will have a uniform distribution in the sense of every region with the same area will have exactly the same expected number of samples. But in fact it was not quite clear what the OP really wanted, other than coming up with their own solution.