Habitat heterogeneity explains cultivated and spontaneous plant richness in Haikou City, China

•The drivers of the urban plant diversity were accessed in tropical Haikou city, China.•Urban plant species richness across 190 urban functional units within Haikou was investigated.•Number of patches mainly explain urban plant diversity in Haikou, China.•Cultivated plant species richness is mainly influenced by fertilizing frequency.