Fig. 1. Study area and data of Wuhan in 2015

Fig. 2. The technical flow chart of our method

Fig. 3. Carbon emission at the urban block level in Wuhan

Fig. 4. Classification of residential buildings

Fig. 5. Correlation between observed carbon emissions and predicted carbon emissions

Fig. 6. Spatial distribution map of carbon emissions from residential buildings in Wuhan

Fig. 7. Spatial distribution of carbon emissions for selected residential buildings