Well... the poop itself does decompose over time!
Unfortunately, the thoughtless owners seem to go on forever... at least the ones in my neighbourhood that walk their dogs off-leash and think it's okay to let said dogs leave 'presents' in my yard.
Don't get me wrong: I love dogs. Many of the clueless folks that own 'em... not so much.