You can feel that cities are warmer than the surroundings. Living in a 15 mln city I can see a 2 degree difference when I drive into the city area. But it’s much worse in Phoenix it has one of the nation’s largest urban heat island effects, urban areas are 8 degrees warmer than their surroundings.