Abstract A full understanding of adaptive genetic variation at the genomic level will help address questions how organisms adapt to diverse climates. Actinidia eriantha is a shade-tolerant species, widely distributed in southern tropical region China, occurring spatially heterogeneous environments. In present study we combined population genomic, epigenomic, and environmental association analys...