A simple technique for co-registration of terrestrial LiDAR observations for forestry applications

激光雷达 遥感 地形 测距 均方误差 激光扫描 环境科学 树(集合论) 残余物 计算机科学 地质学 大地测量学 地理 激光器 数学 统计 地图学 光学 算法 物理 数学分析
作者
Thomas Hilker,Nicholas C. Coops,Darius Culvenor,Glenn Newnham,Michael A. Wulder,Christopher W. Bater,Anders Siggins
出处
期刊:Remote Sensing Letters [Taylor & Francis]
卷期号:3 (3): 239-247 被引量:47
标识
DOI:10.1080/01431161.2011.565815
摘要

Light detection and ranging (LiDAR) from terrestrial platforms provides unprecedented detail about the three-dimensional structure of forest canopies. Although airborne laser scanning is designed to yield a relatively homogeneous distribution of returns, the radial perspective of terrestrial laser scanning (TLS) results in a rapid decrease of number of returns with increasing distance from the instrument. Additionally, when used in forested environments, significant parts of the area under investigation may be obscured by tree trunks and understorey. A possible approach to mitigate this effect is to combine TLS observations acquired at different locations to obtain multiple perspectives of an area under investigation. The denser and more evenly distributed observations then allow a spatially explicit and more comprehensive study of forest characteristics. This study demonstrates a simple approach to combine TLS observations made at multiple locations using bright reference targets as tie-points. Results show this technique was able to accurately combine the different TLS data sets (root mean square error (RMSE): 0.04–0.7 m, coefficient of determination (R 2): 0.70–0.99). Terrain elevations from TLS system were highly correlated with field-measured terrain heights (R 2: 0.70–0.98).
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