Real-time tree-foliage surface estimation using a ground laser scanner

Real-time tree-foliage surface estimation using a ground laser scanner
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DOI:
10.1109/tim.2007.900126
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发表时间:
2007-08-01
影响因子:
5.6
通讯作者:
Rosell, Joan Ramon
Rosell, Joan Ramon
中科院分区:
工程技术2区
文献类型:
--
作者:
Palacin, Jordi;Palleja, Tomas;Rosell, Joan Ramon

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大多数农药和化肥的最佳施用是基于总体格罗夫条件。在本文中,我们提出了一个测量系统来估计树木作物的叶面。该系统基于地面激光扫描仪,估计树木的体积,然后使用简单快速的算法推断其叶面积,以实现真正的实时操作。用梨树进行的试验表明,体积与叶面积之间的关系可解释为线性关系,相关系数(R)为0.81,叶面积可由该体积估算,平均误差小于6%。
The optimization of most pesticide and fertilizer applications is based on overall grove conditions. In this paper, we propose a measurement system to estimate the foliage surface of a tree crop. The system is based on a ground laser scanner that estimates the volume of the trees and then extrapolates their leaf area using simple and fast algorithms to allow true real-time operation. Tests with pear trees demonstrated that the relation between the volume and the foliage can be interpreted as linear with a coefficient of correlation (R) of 0.81, and the foliage surface can be estimated from this volume with an average error less than 6%.