Restore multiple partitions to single drive?

I have a drive with 3 partitions.
sysvol, C and D
When I try to restore it, only sysvol and C get restored, although all 3 are backed up.
Why?
And how do I restore D? It isn’t listed as an option when restoring.
@uroni

You should be able to restart the restore and select the other volume