We could invent giant industrial plants to take CO2 out of the air by physical / chemical means, and some such processes have been tested. (realclimate.org)
And whereas concrete adds CO2 to the atmosphere, which contributes to global warming, growing trees pull carbon out of the air. (scientificamerican.com)