What is the floor of the kennel? If it is concrete or brick, he might not want to piss on that.

Would making him a good sized box of dirt help? Sort of like an oversized litter box... LOL

He might piss in that if he is used to dirt and grass. Maybe even plant some grass in the "litter box"....