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首页> 外文期刊>Remote Sensing >Assessing the Impact of Canopy Structure Simplification in Common Multilayer Models on Irradiance Absorption Estimates of Measured and Virtually Created Fagus sylvatica (L.) Stands
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Assessing the Impact of Canopy Structure Simplification in Common Multilayer Models on Irradiance Absorption Estimates of Measured and Virtually Created Fagus sylvatica (L.) Stands

机译:评估常见多层模型中的冠层结构简化对实测和虚拟林分林(L.)林分的辐照吸收估计值的影响

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摘要

Multilayer canopy representations are the most common structural stand representations due to their simplicity. Implementation of recent advances in technology has allowed scientists to simulate geometrically explicit forest canopies. The effect of simplified representations of tree architecture (i.e., multilayer representations) of four Fagus sylvatica (L.) stands, each with different LAI, on the light absorption estimates was assessed in comparison with explicit 3D geometrical stands. The absorbed photosynthetic radiation at stand level was calculated. Subsequently, each geometrically explicit 3D stand was compared with three multilayer models representing horizontal, uniform, and planophile leaf angle distributions. The 3D stands were created either by in situ measured trees or by modelled trees generated with the AMAP plant growth software. The Physically Based Ray Tracer (PBRT) algorithm was used to simulate the irradiance absorbance of the detailed 3D architecture stands, while for the three multilayer representations, the probability of light interception was simulated by applying the Beer-Lambert’s law. The irradiance inside the canopies was characterized as direct, diffuse and scattered irradiance. The irradiance absorbance of the stands was computed during eight angular sun configurations ranging from 10° (near nadir) up to 80° sun zenith angles. Furthermore, a leaf stratification (the number and angular distribution of leaves per LAI layer inside a canopy) analysis between the 3D stands and the multilayer representations was performed, indicating the amount of irradiance each leaf is absorbing along with the percentage of sunny and shadow leaves inside the canopy. The results reveal that a multilayer representation of a stand, using a multilayer modelling approach, greatly overestimated the absorbed irradiance in an open canopy, while it provided a better approximation in the case of a closed canopy. Moreover, the actual stratification of leaves differed significantly between a multilayer representation and a 3D architecture canopy of the same LAI. The deviations in irradiance absorbance were caused by canopy structure, clumping and positioning of leaves. Although it was found that the use of canopy simplifications for modelling purposes in closed canopies is demonstrated as a valid option, special care should be taken when considering forest stands irradiance simulation for sparse canopies and particularly on higher sun zenith angles where the surrounding trees strongly affect the absorbed irradiance and results can highly deviate from the multilayer assumptions.
机译:由于其简单性,多层雨棚表示法是最常见的结构展台表示法。实施最新技术已经使科学家能够模拟几何上明确的森林冠层。与显式3D几何支架相比,评估了四个Fagus sylvatica(L.)林分的树木结构的简化表示形式(即多层表示形式)对光吸收估计值的影响,每个支架都有不同的LAI。计算了立场水平吸收的光合作用辐射。随后,将每个在几何上清晰的3D支架与代表水平,均匀和嗜亲叶片角度分布的三个多层模型进行比较。通过现场测量的树木或使用AMAP植物生长软件生成的模型树木来创建3D林分。物理射线追踪器(PBRT)算法用于模拟详细的3D建筑支架的辐照度吸收,而对于三个多层表示,则通过应用比尔-朗伯定律来模拟光的拦截概率。冠层内部的辐照度被表征为直接辐照度,散射辐照度和散射辐照度。在从10°(最低点附近)到80°太阳天顶角的八种太阳角配置下,计算了支架的辐照吸收率。此外,还进行了3D支架和多层表示之间的叶片分层(冠层内每个LAI层的叶片数量和角度分布)分析,表明每片叶片吸收的辐照量以及晴天叶片和阴影叶片的百分比在天篷内。结果表明,使用多层建模方法的立场的多层表示形式大大高估了开放式顶篷的吸收辐照度,而在封闭式顶篷的情况下提供了更好的近似值。此外,在相同的LAI的多层表示和3D建筑顶篷之间,叶子的实际分层显着不同。辐射吸收率的偏差是由树冠结构,叶子的结块和位置引起的。尽管已发现在封闭的顶棚中将顶棚简化用于建模目的已被证明是有效的选择,但在考虑对稀疏顶棚进行林分辐照度模拟时,尤其是在周围树木强烈影响的较高太阳天顶角上,应格外小心吸收的辐照度和结果可能与多层假设有很大的出入。

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