The sea level rise comes from melting ice that already existed on top of land. In fact, since the water is more dense than the ice (hence takes up less volume)

The sea level rise comes from melting ice that already existed on top of land. In fact, since the water is more dense than the ice (hence takes up less volume), the net effect on the atmosphere will be a slight compactification, as the air's average altitude decreases.