Fig. 7

Importance of block morphology indicators. The importance of various block morphology factors on urban innovation vitality, calculated based on the average absolute SHAP values. The rank of different block morphology indicators according to their impact on urban innovation vitality. The height of each bar reflects the relative importance of each factor.