 The study aims to develop new algorithms using LiDAR point cloud data to accurately inventory individual trees and urban forests by estimating their height, base height, crown depth, and diameter, which surpasses most existing algorithms that use raster surfaces derived from LiDAR data. This article was authored by Kaiying Zhang, Yu Hongzhou, and Fang Chou.