Carbon dioxide (CO2) is the primary greenhouse gas responsible for global warming due to its abundance and heat-trapping properties. While other gases contribute, CO2 from human activities like burning fossil fuels is the main driver. Nitrogen and noble gases are not greenhouse gases, and sulfates actually cool the atmosphere.