There's a few reasons for that. One is obviously the having to get off the horse to deal with it but also dog poop smells way worse and doesn't degrade the same as horses does. It really doesn't take that long for horse poop to turn to pretty much dirt.

-someone who's shoveled or mowed over my fair share of both