Not from Amsterdam, from Eindhoven, where their new distribution center is located: FP1 Spare parts availability (batteries, displays, motherboards, etc. [out of stock!?])
EDIT: What is really interesting now, is which shipment method is used by Fairphone? I cannot believe that they invested 60+€ just for Express shipment (according to @boumbh’s link and filled with shipment details from Eindhoven to Austria). Although in my account the shipment method is declared as “Shipping - DHLExpress”. Maybe @Douwe can shed some light on this issue?