2013
DOI: 10.1063/1.4820322
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Measuring leaf chlorophyll concentration from its color: A way in monitoring environment change to plantations

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Cited by 63 publications
(23 citation statements)
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“…We consider area measurements from plant images as a proxy for biomass measurements as these traits have been shown to be correlated for a number of plant species, including sorghum (Fahlgren et al, 2015; Neilson et al, 2015). Additionally, the effect of low nitrogen on plant color is well established and RGB image-based methods have been described to estimate chlorophyll content of leaves (Hu et al, 2010; Shibghatallah et al, 2013; Wang et al, 2014; Cendrero-Mateo et al, 2016; Junker and Ensminger, 2016; Mishra et al, 2016). In contrast to shape, PCA of color (hue and intensity) attributes at the end of the experiment only separated the high nitrogen treatment group away from the two lower nitrogen treatment groups (Figure 2B).…”
Section: Resultsmentioning
confidence: 99%
“…We consider area measurements from plant images as a proxy for biomass measurements as these traits have been shown to be correlated for a number of plant species, including sorghum (Fahlgren et al, 2015; Neilson et al, 2015). Additionally, the effect of low nitrogen on plant color is well established and RGB image-based methods have been described to estimate chlorophyll content of leaves (Hu et al, 2010; Shibghatallah et al, 2013; Wang et al, 2014; Cendrero-Mateo et al, 2016; Junker and Ensminger, 2016; Mishra et al, 2016). In contrast to shape, PCA of color (hue and intensity) attributes at the end of the experiment only separated the high nitrogen treatment group away from the two lower nitrogen treatment groups (Figure 2B).…”
Section: Resultsmentioning
confidence: 99%
“…The variation of leaf colour, photosynthetic activity in most of the plants dependent on chlorophyll concentration. (Shibghatallah, 2013) Chlorophyll content determines the photosynthetic capacity of the plant per unit area of leaf, stress and nutritional deficiencies. (Vimala and Poonghuzhali, 2015) Secondary metabolites are synthesized by the plants as part of the defence system of the plant (Indira et al, 2015).…”
Section: Research Articlementioning
confidence: 99%
“…Grains configurations are recorder using computer scanner, office equipment which are not so common in use for educational or research purposes. Scanner has been used for simulating roots [8], automatic counting of chemically etched tracks [9], recording color of leaves related to chlorophyll content [10], or as office equipment supporting education process [11][12].…”
Section: Introductionmentioning
confidence: 99%