Modern cities and natural areas need effective management of green spaces. One of the most accurate and technologically advanced methods of their accounting today is laser scanning. Due to the ability to obtain 3D models of trees and their crowns with high detail, this method allows to significantly improve the quality of inventory, speed up the process of data collection and minimize the human factor.