Can you do a video shoot there ?

Yes

We took all the photos we wanted to great place to visit

You can record video and take photos. You can't use any light or flash. For other than that you have to talk to the administration.

You'd probably have to pay a fee but they do allow photo shoots.

Maybe. Contact them.