Bacterial communities in the phyllosphere are distinct from those in root and soil, and sensitive to plant species changes in subtropical tree plantations.

Deciphering the local diversity and community composition of plant-associated microorganisms is crucial to predict their ecological functions in forest ecosystems. The differences in microbial diversity and community composition between the aboveground and belowground tree compartments remain largely unknown. Here we examined bacterial communities in the leaf surface (phyllosphere) and root-associated (root and rhizospheric soil) habitats of 13 tree species. Bacterial richness substantially differed across the three compartments, with the highest value observed in rhizospheric soil. Tree species exerted a significant effect on α-diversity of leaf- and soil- but not root-inhabiting bacteria. Bacterial communities were distinct across habitats and were significantly more divergent in leaf- than in root-associated habitats. Leaf nutrients and soil pH and NH4+-N were the main factors regulating leaf- and root-related community composition, respectively. This study highlights that host selection effects on bacterial community structure were more prominent in aboveground than in belowground habitats. Our findings contribute to a better understanding of the effect of compartments and subtropical tree species on microbial diversity, with crucial implications for sustainable forest plantation management.