Fig. 5

Spatial distribution of urban innovation vitality. The spatial distribution of urban innovation vitality, based on kernel density of patent data. The grid cells color-coded to represent varying levels of vitality, ranging from low to high. Warmer colors indicate areas with higher patent activity and innovation vitality, while cooler colors reflect lower vitality. The inset box displays the distribution of patents.