What can I use to keep gnats away from me and my dog when we are hiking?

[Pitador Mom]

I would prefer something natural but would consider a chemical if it is safe and there is no natural way to do it.

It seems gnats are worse this year. We actually left the park the other day (along with other people) because they wouldn't leave us alone.