It can get really sandy in parts. Like a mile or more of deep powdery sand that’s hard to peddle in even with a mtn bike. Probably not ridable on a gravel bike if you hit that.
No real gnar compared to north jersey standards so otherwise a gravel bike would work. Bring the fattest tires you have would be my advice