Yes, you can remove the Moocall RFID tags from a cow's ear.
The system is designed so that the same tag would stay with a cow in her lifetime as the RFID chips can't be reconfigured or reassigned to other individuals.
If the tag becomes damaged, however, you can get a replacement.