A landscape planning plant layout diagram is a visual representation used in landscape architecture to depict the placement of various plants and vegetation within a designed landscape. It helps professionals and clients visualize the final look of a garden, park, or outdoor space, ensuring proper placement of plants for aesthetic and ecological purposes.