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Evaluation of reflectance spectroscopy indices for estimation of chlorophyll content in leaves of a tropical tree species

机译:评估热带树木叶片中叶绿素含量的反射光谱指数评估

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摘要

The effectiveness of eight spectral reflectance indices for estimating chlorophyll (Chl) content in leaves of Eugenia uniflora L., a tropical tree species widely distributed throughout the world and a key species for ecosystem restoration projects, was evaluated. Spectral reflectance indices were tested using sun and shade leaves with a broad variation in leaf mass per area (LMA). Shortly after plants were exposed to chilling temperatures, there was a dramatic visible change in some sun leaves from green to red. Prior to testing Chl-related reflectance indices, the green and red leaves were separated according to the anthocyanin reflectance index (ARI). Slightly green to dark green leaves corresponded to an ARI value less than 0.11 (n = 107), whereas slightly red to red leaves corresponded to an ARI value greater than 0.11 (n = 35). To estimate leaf Chl, two simple reflectance indices (SR680 and SR705), two normalized difference indices (ND680 and ND705), two modified reflectance indices (mSR705 and mND705), a modified Chl absorption ratio index (mCARI705) and an index insensitive to the presence of anthocyanins (CIre) were evaluated. Good estimates of leaf Chl content were obtained using the reflectance indices tested regardless of the presence of anthocyanins and changes in LMA. Based on the coefficients of determination (r 2) and the root mean square errors (RMSɛc) the best results were obtained with reflectance indices measured at wavelengths of 750 and 705 nm. Considering the performance of the models the best reflectance indices to estimate Chl contents in E. uniflora leaves with a broad variation in LMA and anthocyanin contents was SR705 and mCARI705.
机译:评价了八种光谱反射率指数对估计全球范围内广泛分布的热带树木树种-Eugenia uniflora L.的叶片中叶绿素(Chl)含量的有效性,并进行了评估。使用日光和阴凉叶测试光谱反射率指数,每单位面积的叶质量(LMA)差异很大。植物暴露于低温后不久,一些阳光从绿色到红色发生了明显的可见变化。在测试与Chl相关的反射率指数之前,根据花色苷反射率指数(ARI)分离绿色和红色的叶子。浅绿色到深绿色的叶子对应的ARI值小于0.11(n = 107),而浅红色到红色的叶子对应的ARI值大于0.11(n = 35)。为了估计叶片Chl,需要两个简单的反射率指标(SR680 和SR705 ),两个归一化差异指标(ND680 和ND705 ),两个修改的反射率指标(mSR705 >和mND705),评估了改良的Chl吸收比指数(mCARI705 )和对花色苷的存在不敏感的指数(CIre )。无论花青素的存在和LMA的变化如何,使用测试的反射指数都能获得对叶片Chl含量的良好估算。根据测定系数(r 2 )和均方根误差(RMSɛc),使用在750和705 nm波长下测得的反射指数可获得最佳结果。考虑到模型的性能,估计LMA和花色苷含量差异较大的独生叶中Chl含量的最佳反射指数为SR705 和mCARI705

著录项

  • 来源
    《Photosynthetica》 |2012年第3期|p.343-352|共10页
  • 作者单位

    Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz, Rodovia Ilhéus/Itabuna km 16, Ilhéus, BA, 45650-000, Brazil;

    University of Florida, IFAS, Tropical Research &amp Education Center, 18905 SW 280th Street, Homestead, FL, 33031, USA;

    Departamento de Ciências Exatas e Tecnológicas, Universidade Estadual de Santa Cruz, Ilhéus, Brasil;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    anthocyanins; ecosystem restoration; Eugenia uniflora; leaf mass per area; SPAD-502;

    机译:花色苷;生态系统修复;独叶菊;单位面积叶片质量;SPAD-502;

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