Attach a note to a stick and plant it front of your house asking folks to kindly refrain from letting their dog crap on your grass.
or
Collect any dog crap in a paper shopping bag and throw it at the SOB the next time he passes.
or
Get a dog that's bigger and meaner than his.

Gravity - It's not just a good idea, it's the law.