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首页> 外文期刊>Journal of Applied Remote Sensing >Airborne light detection and ranging laser return intensity-based investigation into crown-inside? A case study on Quercus robur trees
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Airborne light detection and ranging laser return intensity-based investigation into crown-inside? A case study on Quercus robur trees

机译:基于机载光检测和测距激光回波强度的冠内调查?栎树的个案研究

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摘要

The significance of laser return intensity has been widely verified in airborne light detection and ranging (LiDAR)-based forest canopy mapping, but this does not mean that all of its roles have been played. People still ask such questions as "Is it possible using this optical attribute of lasers to investigate individual tree-crown insides wherein laser intensity data are typically yielded in complicated echo-triggering modes?" To answer this question, this study examined the characteristics of the intensities of the laser points within 10 Quercus robur trees by fitting their peak amplitudes into default Gaussian distributions and then analyzing the resulting asymmetric tails. Exploratory data analyses showed that the laser points lying within the distribution tails can indicate primary tree branches in a sketchy way. This suggests that the question can be positively answered, and the traditional restriction of airborne LiDAR in canopy mapping at the crown level has been broken. Overall, this study found a unique way to detect primary tree branches in airborne LiDAR data and pointed out how to explore more ways this optical intensity attribute of airborne LiDAR data can measure tree organs at fine scales and further learn their properties. (C) 2016 Society of Photo-Optical Instrumentation Engineers (SPIE)
机译:激光回波强度的重要性已在基于机载光检测和测距(LiDAR)的林冠测绘中得到了广泛验证,但这并不意味着它已经发挥了所有作用。人们仍然会问这样的问题:“是否有可能利用激光的这种光学特性来研究单个树冠内部,其中通常以复杂的回波触发模式产生激光强度数据?”为了回答这个问题,这项研究通过将10个栎树的峰值振幅拟合为默认的高斯分布,然后分析所得的不对称尾部,来研究10个栎树中激光点的强度特征。探索性数据分析表明,分布尾部内的激光点可以粗略地指示主要的树枝。这表明该问题可以得到肯定的回答,并且打破了机顶LiDAR在冠层水平冠层测绘中的传统限制。总体而言,这项研究找到了一种检测机载LiDAR数据中主要树枝的独特方法,并指出了如何探索机载LiDAR数据的这种光强度属性可以以更精细的尺度测量树木器官并进一步了解其特性的更多方法。 (C)2016年光电仪器工程师学会(SPIE)

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