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Reading the Leaves: A Comparison of Leaf Rank and Automated Areole Measurement for Quantifying Aspects of Leaf Venation

机译:阅读叶子:比较叶子等级和自动进行的Areole测量以量化叶子通气的方面

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The reticulate venation that is characteristic of a dicot leaf has excited interest from systematists for more than a century, and from physiological and developmental botanists for decades. The tools of digital image acquisition and computer image analysis, however, are only now approaching the sophistication needed to quantify aspects of the venation network found in real leaves quickly, easily, accurately, and reliably enough to produce biologically meaningful data. In this paper, we examine 120 leaves distributed across vascular plants (representing 118 genera and 80 families) using two approaches: a semiquantitative scoring system called “leaf ranking,” devised by the late Leo Hickey, and an automated image-analysis protocol. In the process of comparing these approaches, we review some methodological issues that arise in trying to quantify a vein network, and discuss the strengths and weaknesses of automatic data collection and human pattern recognition. We conclude that subjective leaf rank provides a relatively consistent, semiquantitative measure of areole size among other variables; that modal areole size is generally consistent across large sections of a leaf lamina; and that both approaches—semiquantitative, subjective scoring; and fully quantitative, automated measurement—have appropriate places in the study of leaf venation.
机译:双子叶植物所特有的网状脉络引起了系统论者长达一个多世纪的兴趣,并引起了生理和发育植物学家数十年的兴趣。但是,数字图像获取和计算机图像分析的工具才刚刚达到快速,轻松,准确和可靠地量化真实叶子中存在的通风网络各方面所需的复杂程度,足以产生生物学上有意义的数据。在本文中,我们使用两种方法研究了分布在维管束植物上的120片叶子(代表118属和80个科):一种由Leo Hickey设计的称为“叶等级”的半定量评分系统,以及一种自动图像分析方案。在比较这些方法的过程中,我们回顾了在尝试量化静脉网络时出现的一些方法学问题,并讨论了自动数据收集和人类模式识别的优点和缺点。我们得出的结论是,主观叶片等级除其他变量外,还提供了相对一致的半定量的槟榔大小。叶片层的大部分上的模态油珠尺寸通常是一致的;两种方法都是半定量,主观评分;以及完全定量的自动测量-在叶脉研究中占有适当的位置。

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