Are you sure there are no track racers there in iceland?
Here in finland its almost hopeless for a buget fixie. But I found a guy who rides on the track, and he sold me a wheel set off his fuji track.
You can also ask where they get their parts from and such, the guy I talked to works at a lbs so I think he shipped the bike with the shops shipment, but other wise people spend some money getting hubs and spokes from germany.