Not entirely. You can turn off the sounds during calendar notifications, but there's no option to turn off the reminder entirely. The text will still appear on the screen. To turn off the calendar reminder sound:
1. Navigate to Settings -> General -> Sounds
2. Touch Calendar Alerts -> OFF
The iPad will now alert you of calendar reminders silently.