Moss nitrogen increases as soil nitrogen increases. The extra nitrogen inside the city of Phoenix ("core") compared to rural areas to the east and west is probably from nitrogen pollution.
However, moss is much less abundant inside the city where N pollution is a problem. Moss are sensitive to pollution and human disturbance, so they have a more difficult time surviving inside the city.