What's a "shit chipper" you ask?
In the winter the dog poop freezes almost as soon as it hits the ground. The only way to pick it up is to take the shovel or rake and "chip" it off - then pick it up. This leaves little, frozen chips of shit that have to stay until the ground thaws!
Another effective method of removal is to just kick the pile and watch it fly through the air like a football!