“…Tree structure, on the other hand, can be characterized by using morphological measures such as crown dimension (e.g., volume, surface area) and stem attributes (e.g., diameter at breast height (DBH), height, height of crown base) (Pretzsch, 2014). The availability of 3D point clouds from terrestrial laser scanning (TLS) has provided an effective means for such measurements allowing TLS to be utilized in generating stem and crown attributes (Bayer et al, 2013;Calders et al, 2013Calders et al, , 2018Georgi et al, 2018;Juchheim et al, 2017;Liang et al, 2012;Metz et al, 2013;Saarinen et al, 2017Saarinen et al, , 2020Seidel et al, 2011). However, objective and quantitative measures for structural complexity of individual trees are needed to better understand relationship between forest structural diversity and ecosystem services such as biodiversity, productivity, and carbon uptake (Hardiman et al, 2011;Messier et al, 2013;Puettmann et al, 2015;Zenner, 2015).…”