利用叶片光谱反射率监测高温条件下猕猴桃叶片等效水厚度

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Zhen Zhang, Yu Fu, Hualong Li, Jianping Guo, Yuying Pan, Yong Zhang, Weimin Zhang, Jing-hong Wang, Yuefeng Liu, Lu Liu
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引用次数: 2

摘要

叶片水分状态信息是评估高温胁迫的重要信息。叶片等效水分厚度(鲜重-干重)/面积)是常用的功能性植物性状。基于高光谱遥感的叶片等效水分厚度反演具有快速、准确的特点。然而,一个适用于各种植物的通用指数仍然是一个相当大的挑战。利用高光谱植被指数监测高温胁迫下猕猴桃叶片等效水分厚度的研究较少。本研究于2021年7月29日至8月1日在猕猴桃膨化期的环境条件下进行高温胁迫试验,获得高温(35℃以上)持续1、2、3、4天后的室内叶片光谱数据。本研究在0.02 ~ 0.04 g/cm2范围内系统分析了猕猴桃高光谱植被指数估算叶片等效水分厚度的性能。计算了新开发和发表的光谱指数来估计猕猴桃叶片的等效水分厚度。结果表明,新开发的三波段植被指数(R2039−R2438)/R752对猕猴桃叶片等效水分厚度的预测性能最优,决定系数为0.771,均方根误差为0.0024 g/cm2,残差预测偏差为2.09。研究表明,利用叶级光谱指标可以准确估算高温胁迫下猕猴桃叶片的等效水分厚度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monitoring the leaf equivalent water thickness of kiwifruit in high temperature using leaf spectral reflectance
Abstract Leaf water status information is highly needed for assessing high temperature stress. Leaf equivalent water thickness (fresh weight − dry weight)/area) is commonly used functional plant trait. Retrieval of leaf equivalent water thickness based on hyperspectral remote sensing has been shown to be rapid and accurate. However, a universal index that is applicable to various plants remains a considerable challenge. Few attempts had been made to monitor kiwifruit leaf equivalent water thickness using hyperspectral vegetation indexes under high temperature stress. In this study, a high temperature stress experiment was conducted in ambient conditions on 29 July–1 August 2021 during the kiwifruit expansion period to obtain a leaf spectrum dataset in the laboratory after the high temperature (above 35 °C) duration time for 1, 2, 3, and 4 days. This study systematically analyzed the performance of hyperspectral vegetation indexes of kiwifruit in estimating leaf equivalent water thickness with the range of 0.02–0.04 g/cm2. Newly developed and published spectral indexes were calculated to estimate kiwifruit leaf equivalent water thickness. Results showed that the newly developed three-band vegetation index (R2039 − R2438)/R752 generated the optimal testing performance for estimating kiwifruit leaf equivalent water thickness, with the coefficient of determination of 0.771, root mean square error of 0.0024 g/cm2, and residual prediction deviation of 2.09, respectively. This study suggests that the kiwifruit leaf equivalent water thickness under high temperature stress could be accurately estimated based on leaf level spectral indexes.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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