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利用机载激光雷达数据和计算机图形学进行森林样地短波辐射计算

Shortwave Radiation Calculation for Forest Plots Using Airborne LiDAR Data and Computer Graphics.

作者信息

Xue Xinbo, Jin Shichao, An Feng, Zhang Huaiqing, Fan Jiangchuan, Eichhorn Markus P, Jin Chengye, Chen Bangqian, Jiang Ling, Yun Ting

机构信息

School of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China.

Forestry College, Nanjing Forestry University, Nanjing 210037, China.

出版信息

Plant Phenomics. 2022 Jul 16;2022:9856739. doi: 10.34133/2022/9856739. eCollection 2022.

Abstract

Forested environments feature a highly complex radiation regime, and solar radiation is hindered from penetrating into the forest by the 3D canopy structure; hence, canopy shortwave radiation varies spatiotemporally, seasonally, and meteorologically, making the radiant flux challenging to both measure and model. Here, we developed a synergetic method using airborne LiDAR data and computer graphics to model the forest canopy and calculate the radiant fluxes of three forest plots (conifer, broadleaf, and mixed). Directional incident solar beams were emitted according to the solar altitude and azimuth angles, and the forest canopy surface was decomposed into triangular elements. A ray tracing algorithm was utilized to simulate the propagation of reflected and transmitted beams within the forest canopy. Our method accurately modeled the solar radiant fluxes and demonstrated good agreement ( ≥ 0.82) with the plot-scale results of hemispherical photo-based HPEval software and pyranometer measurements. The maximum incident radiant flux appeared in the conifer plot at noon on June 15 due to the largest solar altitude angle (81.21°) and dense clustering of tree crowns; the conifer plot also received the maximum reflected radiant flux (10.91-324.65 kW) due to the higher reflectance of coniferous trees and the better absorption of reflected solar beams. However, the broadleaf plot received more transmitted radiant flux (37.7-226.71 kW) for the trees in the shaded area due to the larger transmittance of broadleaf species. Our method can directly simulate the detailed plot-scale distribution of canopy radiation and is valuable for researching light-dependent biophysiological processes.

摘要

森林环境具有高度复杂的辐射状况,三维树冠结构阻碍了太阳辐射穿透森林;因此,树冠短波辐射在时空、季节和气象方面都存在变化,这使得辐射通量的测量和建模都具有挑战性。在此,我们开发了一种协同方法,利用机载激光雷达数据和计算机图形学对森林树冠进行建模,并计算三个森林样地(针叶林、阔叶林和混交林)的辐射通量。根据太阳高度角和方位角发射定向入射太阳光束,并将森林树冠表面分解为三角形单元。利用光线追踪算法模拟反射和透射光束在森林树冠内的传播。我们的方法准确地模拟了太阳辐射通量,并与基于半球照片的HPEval软件的样地尺度结果和总辐射表测量结果显示出良好的一致性(≥0.82)。由于最大太阳高度角(81.21°)和树冠密集聚集,6月15日中午针叶林样地出现了最大入射辐射通量;由于针叶树的反射率较高且对反射太阳光束的吸收较好,针叶林样地也获得了最大反射辐射通量(10.91 - 324.65千瓦)。然而,由于阔叶树种的透过率较大,阔叶林样地中处于阴影区域的树木接收到了更多的透射辐射通量(37.7 - 226.71千瓦)。我们的方法可以直接模拟树冠辐射在样地尺度上的详细分布,对于研究依赖光照的生物生理过程具有重要价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15bb/9327587/9bf9ad9e6ac6/PLANTPHENOMICS2022-9856739.001.jpg

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