The extraction of forest vertical structural parameters plays a crucial role in forest inventory. In recent years. light detection and ranging (LiDAR) has been widely applied in forest inventories due to its powerful 3-D reconstruction capabilities. The backpack laser scanning (BLS) is a lightweight LiDAR platform that significantly enhances the efficiency and accuracy of forest inven... https://www.nacrack.com/