I did that in an attempt to get sober. I realized that if I stayed home drinking I was going to die, so I moved out one day and hit the road. The experience now forms the foundation of my sobriety. "When I’m alone in epic nature, I feel my own power" is how the article describes it.
I've never explained what I was doing to my family and no one ever asked, but this short article comes closest to an explanation.