Non-destructive Leaf Area Measurement using Mathematical Modeling for Paddy Varieties

F. Öner, M. Odabas
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Abstract

Leaf area is considered an important parameter in fields such as plant phenotyping and plant breeding. In this study, leaf areas of different rice varieties were measured using a leaf area meter. Subsequently, a mathematical model was developed using leaf dimensions to estimate leaf area. Multiple regression analysis was used in the study to examine how leaf area is related to leaf dimensions. The results showed significant differences in leaf areas among different paddy varieties (Efe, Osmancık-97, Hamzadere, and Paşalı). Additionally, leaf dimensions were found to be a strong predictor for estimating leaf area. The equation of leaf area (LA= a + (b x L) + (c x W) + (d x L²) + [e x (L x W)] for paddy varieties tested. The R² values for paddy varieties between 84% - 99%. The mathematical model is an important tool that can be used in plant phenotyping and plant breeding, and can be further utilized in future research in these fields.
基于数学模型的水稻品种叶面积无损测量
叶面积被认为是植物表型和育种等领域的一个重要参数。本研究采用叶面积计测量了不同水稻品种的叶面积。在此基础上,建立了叶片尺寸估算叶面积的数学模型。研究中采用多元回归分析来检验叶面积与叶尺寸的关系。结果表明,不同水稻品种(Efe、Osmancık-97、Hamzadere和paaldi)的叶面积差异显著。此外,叶尺寸被发现是估计叶面积的一个强有力的预测因子。水稻品种叶面积(LA= a + (b x L) + (c x W) + (d x L²)+ [e x (L x W)]方程。水稻品种的R²值在84% ~ 99%之间。该数学模型是植物表型分析和植物育种的重要工具,可以进一步应用于这些领域的研究。
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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