This dataset contains a high resolution LiDAR point cloud that was acquired on April 7th, 2015 in Draix-Bleone Observatory, from a helicopter flight using instrument Riegl LMS Q680i. It covers an area of 252 ha and includes the Laval, Moulin, Roubine and Brusquet catchments of Draix-Bleone Observatory. The point cloud was classified into soil and vegetation points using Terrasolid tools. The original point cloud has a density of 160 points/m2 and the filtered point cloud excluding vegetation points has a density of 40 pts/m2. Data is provided in RGF93 coordinates.