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Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area

机译:创新的LIDAR 3D动态测量系统估算果树叶片面积

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摘要

In this work, a LIDAR-based 3D Dynamic Measurement System is presented and evaluated for the geometric characterization of tree crops. Using this measurement system, trees were scanned from two opposing sides to obtain two three-dimensional point clouds. After registration of the point clouds, a simple and easily obtainable parameter is the number of impacts received by the scanned vegetation. The work in this study is based on the hypothesis of the existence of a linear relationship between the number of impacts of the LIDAR sensor laser beam on the vegetation and the tree leaf area. Tests performed under laboratory conditions using an ornamental tree and, subsequently, in a pear tree orchard demonstrate the correct operation of the measurement system presented in this paper. The results from both the laboratory and field tests confirm the initial hypothesis and the 3D Dynamic Measurement System is validated in field operation. This opens the door to new lines of research centred on the geometric characterization of tree crops in the field of agriculture and, more specifically, in precision fruit growing.
机译:在这项工作中,提出了基于LIDAR的3D动态测量系统,并对树木作物的几何特征进行了评估。使用该测量系统,从相对的两个侧面扫描树木,以获得两个三维点云。点云注册后,一个简单且易于获得的参数是扫描植被收到的影响数量。本研究的工作基于以下假设:LIDAR传感器激光束对植被和树叶面积的影响次数之间存在线性关系。在实验室条件下使用观赏树进行的测试,然后在梨树果园中进行,证明了本文介绍的测量系统的正确操作。实验室和现场测试的结果都证实了最初的假设,并且3D动态测量系统在现场操作中得到了验证。这打开了新的研究领域之门,这些研究的重点是农业领域中树木作物的几何特征,尤其是精确的水果种植。

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