I think it is doable with a dog, but there are a few hurdles.
There is some fording you will have to due, though with this winter it may be a bit lower.
A few muddy marshy places
I think if you want to bring him and think he can do it, with a bit of help from you at spots it is totally doable, people do it every year.
What kind of dog?