Adapt player to ground despite faux gravity

I would like to drive my moon rover over the moon. However, the sphere collider does not allow it to drive into the craters. A mesh collider does not work either. Is there another way to adapt the moon rover to the ground?

https://www.youtube.com/watch?v=g1tyFJjZ3dI