I would echo the previous post - you may want to pull up a list of campgrounds and call them in advance, just to be sure about the dog.
You're using a trailer, but this topic gives me an excuse to pull out some great photos that I came across several years ago of a rack-mounted dog carrier. The dog looks nervous but they said he loves it:
dog carrier Hope you and your dog both have a great time on the trail.