Spectroscopy and Spectral Analysis, Volume. 41, Issue 2, 586(2021)

Diagnosis of Nitrogen Nutrition in Flue-Cured Tobacco Based on UAV Visible Spectrum Platform

Zhi-wei SUN1,1、*, Xiao-lin WANG1,1, Qi-ming ZHANG1,1, Ju-min YUAN1,1, Shuang ZHANG1,1, Hui-feng YAN1,1, and Shu-sheng WANG1,1
Author Affiliations
  • 1[in Chinese]
  • 11. Tobacco Research Institute of Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao 266101, China
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    Figures & Tables(5)
    Regression analysis between canopy color indexes and tobacco nitrogen indexes
    Relationship between predicted and actual nitrogen concentrations in shoot and leaf of flue-cured tobacco using color index as independent variables
    • Table 1. Classification and calculation of color indexes

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      Table 1. Classification and calculation of color indexes

      颜色指标类型颜色指标及计算方法参考文献
      归一化颜色指标NRI=R/(R+G+B)[8]
      NGI=G/(R+G+B)[4]
      NBI=B/(R+G+B)[9]
      比颜色指标G/R[8]
      G/B[5]
      G/(R+B)[10]
      归一化差分颜色指标(G-R)/(R+G+B)[11]
      (R-B)/(R+G+B)[10]
      (G-B)/(R+G+B)[12]
      ExG=(2G-R-B)/(G+R+B)[11]
    • Table 2. Difference analysis of canopy image color standard values in different growth stages

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      Table 2. Difference analysis of canopy image color standard values in different growth stages

      处理团棵期旺长后期下部叶成熟期
      红光值R绿光值G蓝光值B红光值R绿光值G蓝光值B红光值R绿光值G蓝光值B
      N098.63 a125.66 a109.99 a120.52 a146.63 a85.81 a95.64 a113.94 a66.32 a
      N197.13 a126.08 a108.37 a104.21 b141.53 a78.42 b118.28 a133.26 a79.70 a
      N293.85 a124.55 a105.93 a93.96 c133.71 b75.10 c104.57 a120.59 a66.57 a
      N395.15 a124.20 a107.41 a88.02 cd128.93 bc74.61 c105.65 a122.38 a66.79 a
      N494.61 a124.67 a106.42 a81.46 de123.62 cd73.85 c108.54 a124.75 a67.60 a
      N594.53 a124.96 a107.11 a80.60 e122.18 d74.00 c96.23 a111.95 a64.51 a
    • Table 3. Interdependency between canopy color indexes and tobacco nitrogen indexes

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      Table 3. Interdependency between canopy color indexes and tobacco nitrogen indexes

      色彩指标地上部生物量叶片生物量地上部氮浓度叶片氮浓度叶片SPAD值
      NRI-0.560**-0.693**-0.828**-0.870**-0.930**
      NGI0.672**0.703**0.672**0.701**0.673**
      NBI0.2740.454*0.691**0.732**0.851**
      G/R0.606**0.720**0.822**0.862**0.899**
      G/B0.092-0.076-0.350-0.375-0.520**
      G/(R+B)0.672**0.700**0.673**0.699**0.669**
      (G-R)/(R+G+B)0.631**0.731**0.810**0.849**0.878**
      (G-B)/(R+G+B)0.3000.158-0.088-0.102-0.236
      (R-B)/(R+G+B)-0.465*-0.622**-0.804**-0.847**-0.934**
      ExG0.672**0.703**0.672**0.701**0.673**
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    Zhi-wei SUN, Xiao-lin WANG, Qi-ming ZHANG, Ju-min YUAN, Shuang ZHANG, Hui-feng YAN, Shu-sheng WANG. Diagnosis of Nitrogen Nutrition in Flue-Cured Tobacco Based on UAV Visible Spectrum Platform[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 586

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    Paper Information

    Category: Research Articles

    Received: Dec. 27, 2019

    Accepted: Mar. 16, 2020

    Published Online: Apr. 8, 2021

    The Author Email: SUN Zhi-wei (732667191@qq.com)

    DOI:10.3964/j.issn.1000-0593(2021)02-0586-06

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