This dataset provides information on tree canopy cover percentage and mean canopy height, both at a 10m resolution, for the Elenydd landscape in mid-Wales. The data was derived from LiDAR analysis, which was used to create a vegetation height model for the region. From this model, tree crowns were identified and subsequently processed into two raster datasets: one representing the percentage of tree canopy cover and the other depicting mean canopy height, both specific to the Elenydd landscape. While significant efforts were made to exclude non-vegetative structures, some non-vegetative objects may still be present in the dataset. Full details about this dataset can be found at https://doi.org/10.5285/e358f49d-511c-4136-824b-9edb245d5ac4