Changes in global CO2 emissions in the buildings sector including emissions from electricity, heat and hydrogen generation. The darker shaded ranges represent the total emissions, combining both direct and indirect sources, with the latter calculated using model-average emissions intensities. In contrast, the lighter shaded ranges represent only direct emissions, matching the results shown in the lower panels of Fig. 1. Markers indicate individual model results and bars depict the model ranges.