Effects of Basal Stem Rot on Oil Palm Inter-frond Angles for Different Severity Levels

N. Husin, S. Khairunniza-Bejo, Ahmad Fikri Abdulllah, M. S. Kassim, D. Ahmad
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引用次数: 3

Abstract

Basal Stem Rot (BSR) is the most destructive disease of oil palm in Malaysia. White-rot fungus Ganoderma is the causal pathogen of BSR disease leading to significant economic loss to the oil palm industry. Early disease detection is crucial to control the disease and to reduce the disease effects on the yield. Terrestrial Laser Scanning (TLS) is an active imaging method which is contact-free, precise, cost-effective and user-friendly. It provides accurate information on tree dimensions and morphology, which relates to plant development and health. This study proposed an image processing technique using the point clouds, ground input data taken from the terrestrial laser scanner that has capability to get a top view image of the tree. The objective of this study was to analyze the oil palm inter-frond angles (measured in degrees) using top view image of oil palm tree at four different severity levels of infection. From the results, mean degree of frond angle in each level showed significant relationship with severity level of BSR with high correlation, R2 values of 0.96. Results from Analysis of Variance (ANOVA) for frond angles exhibited significant differences between all levels of infection with p-value less than 0.0001.
基底茎腐病对不同严重程度油棕叶间角的影响
基茎腐病(BSR)是马来西亚最具破坏性的油棕病害。白腐菌灵芝是BSR病的致病病原体,给油棕产业造成了重大的经济损失。早期发现病害对控制病害、减少病害对产量的影响至关重要。地面激光扫描(TLS)是一种无接触、精确、经济、人性化的主动成像方法。它提供了树的尺寸和形态的准确信息,这关系到植物的发育和健康。本研究提出了一种图像处理技术,使用点云,从地面激光扫描仪获取的地面输入数据,能够获得树木的俯视图图像。本研究的目的是利用四种不同感染严重程度的油棕树的俯视图图像来分析油棕树的叶间角(以度为单位)。结果表明,各水平的平均叶角度与BSR严重程度呈显著相关,R2为0.96。方差分析(ANOVA)结果显示,各感染水平之间存在显著差异,p值小于0.0001。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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