Johnes undertook an extensive afforestation on the estate. The number of trees planted from 1796 to 1801 numbered 2,065,000 and continued at a rate of 200,000 per year thereafter. Overall, Johnes planted well over 3 million trees (between ) at Hafod between 1782 and 1813. In 1801 alone he planted half a million trees.
