Is it possible to enter the park at midnight for astrophotography?

I recommend camping and they will give you a code to come in and out. They close the gates at 8pm and close the window where you pay. But I also recommend you go to the nature center before 4pm and ask the friendly staff.

I'd recommend camping so you get a code to come in/out