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Estimation of leaf area index in understory deciduous trees using digital photography

机译:利用数字摄影技术估算林下落叶树的叶面积指数

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摘要

Fast and accurate estimates of understory leaf area are essential to a wide range of ecological applications.Indirect methods have mainly been used to estimate leaf area of overstory but their application in understory remains largely unexplored. In this study we described a combination of digital photographicmethods to obtain rapid, reliable and non-destructive estimate of leaf area index of understory deciduous trees. Nadir photography was used to estimate foliage cover, vertical gap fraction and foliage clumping index. Leveled photography was used to characterize the leaf angle distribution of the examined tree species. Leaf area index estimates obtained combining the two photographic methods were compared with direct measurements obtained from harvesting (L).We applied these methods in Quercus cerris, Carpinus betulus and Fagus sylvatica stands. Foliage cover estimates derived from two nadir image classification methods were significantly correlated with leaf area index measurements obtained from harvesting. The leveled digital photographic method, previously tested in tall trees and field crops, provided reliable leaf angle measurements in understory tree species.Digital photography provided good indirect estimates of L. We conclude that digital photography is suitable for routine estimate and monitoring of understory leaf area, on account of its fast and cost-effective procedure.
机译:快速准确地估算林下叶的面积对于广泛的生态应用至关重要。间接方法主要用于估算林下叶的面积,但在地下林中的应用尚待进一步研究。在这项研究中,我们描述了一种组合的数码摄影方法,以快速,可靠和无损地估算下层落叶树的叶面积指数。使用天底照相来估计树叶覆盖率,垂直间隙分数和树叶结块指数。水平摄影用于表征所检查树种的叶片角度分布。将两种摄影方法相结合获得的叶面积指数估计值与收获时获得的直接测量值进行比较(L)。从两种最低点图像分类方法得出的叶子覆盖率估计值与从收获中获得的叶面积指数测量值显着相关。以前在高大的树木和大田作物上测试过的分层数字摄影方法,可以提供可靠的林下树种叶片角度测量。数字摄影提供了对L的良好间接估算。我们得出结论,数字摄影适合常规估算和监测林下叶面积,因为其过程快速且具有成本效益。

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