Averages hide a lot of detail. There is a degree to which trying to give an average temperature for the Earth is meaningless since it averages out the Sahara Desert and Antarctica.
3°C doesn't sound like much, but a small change in the global average is associated with much larger changes in the highest and lowest temperatures.
It could, or example, stop the monsoon. That would have some interesting effects on the Asian subcontinent.