Indication of Light Stress in Ficus elastica Using Hyperspectral Imaging

Pavel A. Dmitriev, B. Kozlovsky, A. A. Dmitrieva, Vladimir S. Lysenko, Vasiliy A. Chokheli, Tatyana V. Varduni
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Abstract

Hyperspectral imaging techniques are widely used to remotely assess the vegetation and physiological condition of plants. Usually, such studies are carried out without taking into account the light history of the objects (for example, direct sunlight or light scattered by clouds), including light-stress conditions (photoinhibition). In addition, strong photoinhibitory lighting itself can cause stress. Until now, it is unknown how light history influences the physiologically meaningful spectral indices of reflected light. In the present work, shifts in the spectral reflectance characteristics of Ficus elastica leaves caused by 10 h exposure to photoinhibitory white LED light, 200 μmol photons m−2 s−1 (light stress), and moderate natural light, 50 μmol photons m−2 s−1 (shade) are compared to dark-adapted plants. Measurements were performed with a Cubert UHD-185 hyperspectral camera in discrete spectral bands centred on wavelengths from 450 to 950 nm with a 4 nm step. It was shown that light stress leads to an increase in reflection in the range of 522–594 nm and a decrease in reflection at 666–682 nm. The physiological causes of the observed spectral shifts are discussed. Based on empirical data, the light-stress index (LSI) = mean(R666:682)/mean(R552:594) was calculated and tested. The data obtained suggest the possibility of identifying plant light stress using spectral sensors that remotely fix passive reflection with the need to take light history into account when analysing hyperspectral data.
利用高光谱成像显示榕树的光照压力
高光谱成像技术被广泛用于植物植被和生理状况的远程评估。通常,这样的研究是在不考虑物体的光照历史(例如,阳光直射或云散射的光)的情况下进行的,包括光应力条件(光抑制)。此外,强烈的光抑制照明本身也会引起压力。到目前为止,人们还不清楚光历史如何影响反射光的生理上有意义的光谱指数。本研究比较了在光抑制白光LED光、200 μmol光子m−2 s−1(光胁迫)和中等自然光、50 μmol光子m−2 s−1(阴影)下暴露10 h后弹性榕树叶片光谱反射率特性的变化。测量是用Cubert UHD-185高光谱相机进行的,以450至950 nm波长为中心的离散光谱带为中心,步进为4 nm。结果表明,光胁迫导致522 ~ 594 nm范围内的反射率增加,666 ~ 682 nm范围内的反射率降低。讨论了观测到的光谱位移的生理原因。根据实验数据,计算并测试了光应力指数(LSI) = mean(R666:682)/mean(R552:594)。获得的数据表明,在分析高光谱数据时,需要考虑光历史,使用光谱传感器远程固定被动反射来识别植物光胁迫的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
4.70
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