研究目的
Investigating the possibility to reconstruct tree DBH from point clouds acquired by UAS borne scanning LiDAR.
研究成果
We investigated the possibility to reconstruct tree DBH from point clouds acquired by UAS borne scanning LiDAR. A robust cylinder fit was applied to the points on the tree stems in six circular plots in an alluvial forest. The higher the DBH the more accurate is the modeled DBH. We showed that for DBH > 35 cm the distribution of field measured and UAS LiDAR derived DBHs agree very well, below 20 cm the DBH measurements are uncertain, and in between, correct fitting and radius estimation results overlap with overestimation results for the diameter from smaller trees.
研究不足
The success of the modeling is strongly depending on the amount of points at the tree stem. The data presented in this article was recorded in leaf-off condition with mostly deciduous trees. For leaf-on condition it can be much more challenging to derive appropriate point clouds.