Can I change which Data Warehouse I export to?

Yes, you can set up new exports to other Data Warehouses than your first export and also run multiple exports to separate Data Warehouses in parallel. Your connections in Funnel and the data you have already exported will not be affected by running multiple exports, or by removing them.