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宽带归一化差分反射率指数和归一化红-绿指数作为小麦和豌豆植株干旱程度的衡量指标

Broadband Normalized Difference Reflectance Indices and the Normalized Red-Green Index as a Measure of Drought in Wheat and Pea Plants.

作者信息

Sukhova Ekaterina, Zolin Yuriy, Popova Alyona, Grebneva Kseniya, Yudina Lyubov, Sukhov Vladimir

机构信息

Department of Biophysics, N.I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia.

出版信息

Plants (Basel). 2024 Dec 29;14(1):71. doi: 10.3390/plants14010071.

Abstract

Global climatic changes increase areas that are influenced by drought. Remote sensing based on the spectral characteristics of reflected light is widely used to detect the action of stressors (including drought) in plants. The development of methods of improving remote sensing is an important applied task for plant cultivation. Particularly, this improvement can be based on the calculation of reflectance indices and revealing the optimal spectral bandwidths for this calculation. In the current work, we analyzed the sensitivity of broadband-normalized difference reflectance indices and RGB indices to the action of soil drought on pea and wheat plants. Analysis of the heat maps of significant changes in reflectance indices showed that increasing the spectral bandwidths did not decrease this significance in some cases. Particularly, the index RI(659, 553) based on the red and green bandwidths was strongly sensitive to drought action in plants. The normalized red-green index (NRGI), which was the RGB-analog of RI(659, 553) measured by a color camera, was also sensitive to drought. RI(659, 553) and NRGI were strongly related. The results showed that broadband and RGB indices can be used to detect drought action in plants.

摘要

全球气候变化使受干旱影响的地区增加。基于反射光光谱特征的遥感技术被广泛用于检测植物中应激源(包括干旱)的作用。改进遥感方法的开发是植物栽培的一项重要应用任务。特别是,这种改进可以基于反射率指数的计算以及为该计算揭示最佳光谱带宽。在当前工作中,我们分析了宽带归一化差异反射率指数和RGB指数对豌豆和小麦植株土壤干旱作用的敏感性。对反射率指数显著变化的热图分析表明,在某些情况下增加光谱带宽并不会降低这种显著性。特别是,基于红色和绿色带宽的指数RI(659, 553)对植物干旱作用高度敏感。通过彩色相机测量的作为RI(659, 553)的RGB类似物的归一化红绿指数(NRGI)也对干旱敏感。RI(659, 553)和NRGI密切相关。结果表明,宽带和RGB指数可用于检测植物中的干旱作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d8b2/11722858/88d36e4ea108/plants-14-00071-g001.jpg

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