In 2013 a similar situation happened, central, eastern & northern areas of Manchester got decent snow cover but southern areas missed out on most of it yet there is not a massive difference in elevation. Must be a reason for it, perhaps the ground is just simply a bit colder a few miles north? or something else like topography is involved.