The vertical structure of forests creates diverse habitats for microorganisms. Phyllosphere microbial communities, comprising leaf‐associated bacteria and fungi, are key components of forest ecosystems, yet their vertical distribution and assembly processes remain poorly understood. Here, we examined the diversity and composition of phyllosphere microbial communities across five vegetation layers (canopy, subcanopy, interlayer...