I bet they would be just fine. How are you planning to travel? If they are in the car with you I bet they would be unhappy, but would make it okay. They seem friendly so you being with them would be comforting. I use a spray called Stress Stopper that is made by Jackson Galaxy (the cat behaviorist) that I spray on my chickens or in their water or in my hands and then pat them that calms them down right away after a dog runs through or when the scary lawnmower goes by their coop, etc.
If you are to move them, though, be sure the check the livestock laws for all the states that you will travel through, since some states might require certain things, like a certificate of health or have restrictions, etc.
Good luck!