Japanese barberry can be a thorny landscaping shrub that tolerates heat and drought. Most Japanese barberry shrubs are noted for their shiny to deep purple smaller oval leaves, scented pale yellow spring bouquets, and dazzling red berries in the fall. Once the leaves fall, the erect spiny stems are seen.