In Cologne, like many German towns, ice and snow is an issue about two weeks a year (in a cold year). And even then, that's what the city's road clearing services are for.
Hydrants, lamps, bicycles, tires, ... anything that looks different from a standard curb. Not sure if doggy will be attracted by the cover when in ground, but by a nice oversized plug sticking out for sure.