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用广角图象同时测量针叶树冠层叶角分布和叶面积指数的方法研究(英文) 被引量:5

Measuring Leaf Angle Distribution and Leaf  Area Index of Conifer Canopies Simultaneously on Wideangle Image
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摘要 叶面倾角分布(LAD)和叶面积指数(LAI)是植被冠层结构的重要参量。由于植被结构的复杂和千变万化,这些参量的野外直接测量,是十分费力和费时的,特别是对针叶树种就更难进行。底视广角照片已用于LAI的估值,但由于LAD和叶丛、枝的丛集情况未知而导致了估值的误差。J.Chen等近期采用最小平方反演技术从鱼眼象片中同时获取LAI和LAD,他们注意到提取的LAD的精度不高,误差产生的原因可能在于假定对不同的观察方向叶丛集指数为常量。从典型的鱼眼象片中可见,对森林群落,接近水平方向的光间隙是随机的,但接近天顶却明显呈丛集状,Nilson(1971)曾指出这一丛集指数可能是与观察方向有关的,但近期的工作通常将其视作常量,也有一些例外,如J.Chen基于加拿大北部森林的叶丛结构,指出了叶丛集指数随观察方向的变化。我们将树冠间间隙的概念引入Chen的方法,并将叶丛集指数明确地表示作观察方向天顶角的函数,同样应用最小平方反演,我们提取了满意的LAI和LAD的估计值。我们已用两种针叶树的广角图象进行了验证实验。数字化的底视广角图象用树冠断层象数据采集系统(TCTS)摄取,1995年我们在园柏苗圃中摄取广角图象并同期手工测量的5? The Leaf Angle Distribution (LAD) and Leaf Area Index (LAI) are important descriptors of the vegetation canopy. But direct field measurement of these variables is very labor-intensive and timeconsuming because of the complexity and variation in canopy architecture within and between species, especially for conifers. Upward-looking fisheye photos have been used to provide LAI estimates, but such estimates are subject to errors caused by unknown LAD and clumping of leaves and branches. In this paper, we present our new method on LAD and LAI estimation. The main approach is on how to introduce our intercrown gap probability model into LAI and LAD inversion algorithm, to express the effect of viewing direction on clumping index in normal gap probability model. Two validation experiments have been done. In one of them the estimated LAD (10-degree grouping) fits the directly measured LAD with a correlation coefficient 0.97. Another result is similar. Although the primary results are encouraging, more validation, especially under natural forest, are still needed to incorporate the method into our tree tomography procedure.
出处 《遥感学报》 EI CSCD 1997年第S1期62-69,共8页 NATIONAL REMOTE SENSING BULLETIN
关键词 针叶树冠层 方向间隙率 叶倾角分布 反演 Coniferous canopy, Directional gap probability, LAD, Inversion
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