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首页> 外文期刊>IEEE Transactions on Geoscience and Remote Sensing >A four-scale bidirectional reflectance model based on canopy architecture
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A four-scale bidirectional reflectance model based on canopy architecture

机译:基于冠层结构的四尺度双向反射模型

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Open boreal forests present a challenge in understanding remote sensing signals acquired with various solar and view geometries. Much research is needed to improve our ability to model the bidirectional reflectance distribution (BRD) for retrieving the surface information using measurements at a few angles. The geometric-optical bidirectional reflectance model presented in this paper considers four scales of canopy architecture: tree groups, tree crowns, branches and shoots. It differs from the Li-Strahler's model in the following respects: 1) the assumption of random spatial distribution of trees is replated by the Neyman distribution which is able to model the patchiness or clumpiness of a forest stand; 2) the multiple mutual shadowing effect between tree crowns is considered using a negative binomial and the Neyman distribution theory; 3) the effect of the sunlit background is modeled using a canopy gap size distribution function that affects the magnitude and width of the hotspot; 4) the branch architecture affecting the directional reflectance is simulated using a simple angular radiation penetration function; and 5) the tree crown surface is treated as a complex surface with microscale structures which themselves generate mutual shadows and a hotspot. All these scales of canopy architecture are shown to have effects on the directional distribution of the reflected radiance from conifer forests. The model results compare well with a data set from a boreal spruce forest.
机译:北方的开放性森林森林在理解以各种太阳和视野几何形状获取的遥感信号方面面临着挑战。需要进行大量研究来提高我们对双向反射率分布(BRD)建模的能力,以便使用几个角度的测量值来检索表面信息。本文提出的几何光学双向反射模型考虑了冠层建筑的四个尺度:树群,树冠,树枝和枝条。它与Li-Strahler的模型在以下方面有所不同:1)树木的随机空间分布的假设被Neyman分布所替代,该Neyman分布能够模拟林分的零散或成块; 2)使用负二项式和奈曼分布理论考虑了树冠之间的多重相互遮蔽效应; 3)使用会影响热点大小和宽度的树冠间隙大小分布函数来模拟日光背景的效果; 4)使用简单的角辐射穿透函数模拟影响方向反射率的分支架构; 5)树冠表面被视为具有微观结构的复杂表面,它们本身会产生相互的阴影和热点。所有这些尺度的冠层建筑都显示出对针叶林反射辐射的方向分布有影响。模型结果与北方云杉林的数据集进行了很好的比较。

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