Performance Analysis of Tree Parameter Estimation Based on TreeQSM Modeling of Actual and Model Trees

Yuhan Wu; Pei Wang; Yaxin Li; Zhongnan Liu; Hanlong Li; Jing Ren

doi:10.3788/CJL230491

[1] Cao H Y, Qiu X Y, He T. Review on the development of forest biomass remote sensing satellite[J]. Acta Optica Sinica, 42, 1728001(2022).

[2] Li C G, Dai H B. Forest management inventory in China: history, current status and trend[J]. World Forestry Research, 34, 72-80(2021).

[3] Tan G, Hua X H, Tao W Y et al. Multiview terrestrial laser scanning point cloud registration method based on laser tracker[J]. Chinese Journal of Lasers, 48, 1710002(2021).

[4] Xiao Y, Hu S X, Xiao S et al. A fast statistical method of tree information from 3D laser point clouds[J]. Chinese Journal of Lasers, 45, 0510007(2018).

[5] Cao W, Chen D, Shi Y F et al. Progress and prospect of LiDAR point clouds to 3D tree models[J]. Geomatics and Information Science of Wuhan University, 46, 203-220(2021).

[6] Yan D M, Wintz J, Mourrain B et al. Efficient and robust reconstruction of botanical branching structure from laser scanned points[C], 572-575(2009).

[7] Li R H, Bu G C, Wang P. An automatic tree skeleton extracting method based on point cloud of terrestrial laser scanner[J]. International Journal of Optics, 2017, 1-11(2017).

[8] Li R H, Chen Y N, Gan X Z et al. Tree-skeleton generation method by thinning voxels of point cloud[J]. Laser & Optoelectronics Progress, 56, 192802(2019).

[9] Wang J G, Wang J X. Fitting and quality inspection of cylinder[J]. Bulletin of Surveying and Mapping, 51-55(2014).

[10] Jin C, Wang J W, Zheng J et al. An assessment method of Kandelia obovata population biomass[J]. Acta Ecologica Sinica, 32, 3414-3422(2012).

[11] Chen D, Zhang Z X, Wang Z et al. Individual tree modeling from terrestrial laser scanning point clouds via skeleton-based optimization[J]. Journal of Geo-Information Science, 21, 236-248(2019).

[12] Huang H, Wu S H, Cohen-Or D et al. L1-medial skeleton of point cloud[J]. ACM Transactions on Graphics, 32, 1-8(2013).

[13] Mei J, Zhang L Q, Wu S H et al. 3D tree modeling from incomplete point clouds via optimization and L1-MST[J]. International Journal of Geographical Information Science, 31, 999-1021(2017).

[14] Lu H Q, Wu J C, Zhang Z J. Tree branch separation for ground-based laser point cloud[J]. Chinese Journal of Lasers, 49, 2310001(2022).

[15] Dijkstra E W. A note on two problems in connexion with graphs[J]. Numerische Mathematik, 1, 269-271(1959).

[16] Zhang D, Yan R, Yun T et al. The 3D reconstruction of tree branches from point cloud based on terrestrial laser scanner[J]. Journal of Forestry Engineering, 1, 107-114(2016).

[17] Su Z X, Zhao Y D, Zhao C J et al. Skeleton extraction for tree models[J]. Mathematical and Computer Modelling, 54, 1115-1120(2011).

[18] Gorte B. Skeletonization of laser-scanned trees in the 3D raster domain[M]. Abdul-Rahman A, Zlatanova S, Coors V. Innovations in 3D geo information systems. Lecture notes in geoinformation and cartography, 371-380(2006).

[19] Rutzinger M, Pratihast A K, Oude Elberink S J et al. Tree modelling from mobile laser scanning data-sets[J]. The Photogrammetric Record, 26, 361-372(2011).

[20] Hui Z Y, Hu H Y, Li N et al. Improved alpha-shapes building profile extraction algorithm[J]. Laser & Optoelectronics Progress, 59, 1028006(2022).

[21] Pfeifer N, Gorte B, Winterhalder D. Automatic reconstruction of single trees from terrestrial laser scanner data[C], 114-119(2004).

[22] Thies M, Pfeifer N, Winterhalder D et al. Three-dimensional reconstruction of stems for assessment of taper, sweep and lean based on laser scanning of standing trees[J]. Scandinavian Journal of Forest Research, 19, 571-581(2004).

[23] Raumonen P, Kaasalainen M, Åkerblom M et al. Fast automatic precision tree models from terrestrial laser scanner data[J]. Remote Sensing, 5, 491-520(2013).

[24] Raumonen P, Casella E, Calders K et al. Massive-scale tree modelling from TLS data[J]. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, II-3/W4, 189-196(2015).

[25] Markku Å, Raumonen P, Kaasalainen M et al. Analysis of geometric primitives in quantitative structure models of tree stems[J]. Remote Sensing, 7, 4581-4603(2015).

[26] Kunz M, Hess C, Raumonen P et al. Comparison of wood volume estimates of young trees from terrestrial laser scan data[J]. IForest-Biogeosciences and Forestry, 10, 451-458(2017).

[27] Burt A, Disney M I, Raumonen P et al. Rapid characterisation of forest structure from TLS and 3D modelling[C], 3387-3390(2014).

[28] Smith A, Astrup R, Raumonen P et al. Tree root system characterization and volume estimation by terrestrial laser scanning and quantitative structure modeling[J]. Forests, 5, 3274-3294(2014).

[29] Yang W X, Disney M, Wilkes P et al. Assessing approaches to 3D tree reconstruction from terrestrial laser scanning data[C], 74-76(2021).

[30] Kaasalainen S, Krooks A, Liski J et al. Change detection of tree biomass with terrestrial laser scanning and quantitative structure modelling[J]. Remote Sensing, 6, 3906-3922(2014).

[31] Lau A, Bentley L P, Martius C et al. Quantifying branch architecture of tropical trees using terrestrial LiDAR and 3D modelling[J]. Trees, 32, 1219-1231(2018).

[32] Markku Å, Raumonen P, Mäkipää R et al. Automatic tree species recognition with quantitative structure models[J]. Remote Sensing of Environment, 191, 1-12(2017).

[33] Wang D, Momo Takoudjou S, Casella E. LeWoS: a universal leaf-wood classification method to facilitate the 3D modelling of large tropical trees using terrestrial LiDAR[J]. Methods in Ecology and Evolution, 11, 376-389(2020).

[35] Ying S, Xu G, Li C P et al. Point cluster analysis using a 3D Voronoi diagram with applications in point cloud segmentation[J]. ISPRS International Journal of Geo-Information, 4, 1480-1499(2015).

[36] Liu L X, Pang Y, Li Z Y. Individual tree DBH and height estimation using terrestrial laser scanning(TLS) in a subtropical forest[J]. Scientia Silvae Sinicae, 52, 26-37(2016).