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An Optical Detector for Determining Chlorophyll and Nitrogen Concentration Based on Photoreaction in Apple Tree Leaves

机译:基于光反应的苹果树叶片叶绿素和氮浓度的光学检测仪

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摘要

It is a practical need for orchard production to detect chlorophyll and nitrogen concentration in apple tree leaves quickly. The interaction between apple tree leaves and sun light was analyzed through investigating the characteristics of spectral signatures of leaves, and a portable chlorophyll and nitrogen concentration detector was developed for apple tree leaves. Firstly 60 apple tree leaf samples were collected. The chlorophyll, nitrogen concentrations and reflectance were acquired in laboratories, then the spectral features of samples were analyzed, and light reaction characteristics were revealed accordingly. Therefore, the characteristic wavebands were obtained to predict the chlorophyll and nitrogen content in apple tree leaves effectively, and then the determination models for forecasting chlorophyll and nitrogen concentrations in apple leaves were established and validated. Finally a portable chlorophyll and nitrogen contents detector for apple leaves was developed based on the determination models. The performance test results showed that the detector could be used to detect the chlorophyll and nitrogen concentrations in apple leaves with high accuracy.
机译:快速检测苹果树叶中叶绿素和氮的浓度是果园生产的实际需要。通过研究叶片的光谱特征,分析了苹果叶片与太阳光之间的相互作用,并开发了便携式叶绿素和氮浓度检测仪。首先收集了60株苹果树叶样品。在实验室中获取叶绿素,氮浓度和反射率,然后分析样品的光谱特征,并据此揭示光反应特性。因此,获得了特征波段,可以有效预测苹果叶片中叶绿素和氮的含量,然后建立并验证了预测苹果叶片中叶绿素和氮含量的测定模型。最后,根据测定模型,开发了便携式的苹果叶片叶绿素和氮含量检测仪。性能测试结果表明,该检测仪可用于苹果叶中叶绿素和氮的浓度检测。

著录项

  • 来源
    《Intelligent automation and soft computing》 |2015年第3期|409-421|共13页
  • 作者单位

    China Agr Univ, Key Lab Modern Precis Agr Syst Integrat Res, Minist Educ, Beijing 100083, Peoples R China;

    China Agr Univ, Key Lab Modern Precis Agr Syst Integrat Res, Minist Educ, Beijing 100083, Peoples R China;

    China Agr Univ, Key Lab Modern Precis Agr Syst Integrat Res, Minist Educ, Beijing 100083, Peoples R China;

    China Agr Univ, Key Lab Modern Precis Agr Syst Integrat Res, Minist Educ, Beijing 100083, Peoples R China;

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

    NDVI; Apple; Chlorophyll; Nitrogen; Spectroscopy;

    机译:NDVI;苹果;叶绿素;氮;光谱学;

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