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Development of Nitrogen Parameter Detector for Orchard Monitoring Based on Spectroscopy

机译:基于光谱法的果园氮素检测仪的研制

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摘要

In order to monitor nitrogen content of the jujube tree in the orchard, a spectroscopy-based nitrogen parameter detector was developed. It was designed with one control unit and several measuring sensor nodes. The sensor nodes were used to measure the canopy reflectance of jujube tree plant. Each sensor node contained four optical channels to measure the sunlight and canopy radiation at the wavebands of 550, 650, 766 and 850nm respectively. The control unit was applied to receive, display and store all the data sent from several sensor nodes. The data was transferred based on ZigBee wireless network. The transmission quality between the sensors and control unit was evaluated. The result showed that the signals could be transmitted precisely without packet loss when the distance was less than 100m. The calibration experiment indicated that the minimum correlation coefficient between illuminometer and each light channel of the sensors was 0.917. The NDVI (650, 766) was calculated from the developed sensor and used to monitor the nitrogen content of jujube tree in the orchard with r(2)=0.638. It provides a new method to monitor the nitrogen parameter in the orchard non-destructively.
机译:为了监测果园中枣树的氮含量,开发了一种基于光谱的氮参数检测器。它设计有一个控制单元和几个测量传感器节点。传感器节点用于测量枣树的冠层反射率。每个传感器节点包含四个光学通道,分别测量550、650、766和850nm波段的日光和冠层辐射。该控制单元用于接收,显示和存储从多个传感器节点发送的所有数据。数据是基于ZigBee无线网络传输的。评估传感器和控制单元之间的传输质量。结果表明,当距离小于100m时,信号可以精确传输而不会丢包。校准实验表明,照度计与传感器的每个光通道之间的最小相关系数为0.917。 NDVI(650,766)由开发的传感器计算得出,并用于监测果园中枣树的氮含量,r(2)= 0.638。它提供了一种无损监测果园氮素参数的新方法。

著录项

  • 来源
    《Intelligent automation and soft computing》 |2015年第3期|335-344|共10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 Agr Informat Acquisit Technol, Minist Agr, Beijing 100083, Peoples R China;

    China Agr Univ, Key Lab Agr Informat Acquisit Technol, Minist Agr, 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

    Orchard monitoring; ZigBee; NDVI; Optical sensor; Nitrogen content;

    机译:果园监测;ZigBee;NDVI;光学传感器;氮含量;

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