吴伟斌, 洪添胜, 李 震, 张立俊, 李岳铖, 吴泽涛, 欧兆强. 基于光谱信息的柑橘树叶面积指数测试系统研制[J]. 农业工程学报, 2012, 28(25): 124-128.
    引用本文: 吴伟斌, 洪添胜, 李 震, 张立俊, 李岳铖, 吴泽涛, 欧兆强. 基于光谱信息的柑橘树叶面积指数测试系统研制[J]. 农业工程学报, 2012, 28(25): 124-128.
    Wu Weibin, Hong Tiansheng, Li Zhen, Zhang Lijun, Li yuecheng, Wu zetao, Ou zhao qiang. Development of measurement system for citrus LAI based on spectrum information[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2012, 28(25): 124-128.
    Citation: Wu Weibin, Hong Tiansheng, Li Zhen, Zhang Lijun, Li yuecheng, Wu zetao, Ou zhao qiang. Development of measurement system for citrus LAI based on spectrum information[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2012, 28(25): 124-128.

    基于光谱信息的柑橘树叶面积指数测试系统研制

    Development of measurement system for citrus LAI based on spectrum information

    • 摘要: 叶面积指数可为精细农业生产提供作物生物量状态信息,通过光谱的分析,找出叶面积指数和光谱的关系,从而通过光谱反演出叶面积指数及叶干质量,可实现叶面积指数的快捷准确测量。该文以柑橘叶片为研究对象,通过扫描标定试验,得到叶片的精确总面积以及标定的LAI值。利用以FieldSpec-FR地物谱仪和计算机为主体的数据采集平台和以计算机和ViewSpecPro、SPSS等软件为核心的反演平台组成的测试系统,对柑橘叶光谱信息进行采集与分析。结果表明,LAI与光谱信息RVI的拟合方程相关系数R=0.891,显著水平Sig<0.05,应用回归方程计算的结果相对误差为0.04%;LAI与叶干质量的拟合方程相关系数R=0.885,显著水平Sig<0.05,应用回归方程计算的结果相对误差为0.30%,叶干质量与叶湿质量的拟合方程相关系数R=0.990,显著水平Sig<0.05,应用回归方程计算的结果相对误差为2.27%。该系统可为果树LAI进行实时快速自动检测提供研究基础。

       

      Abstract: The precision agriculture has become a research hotspot of agricultural science nowadays. How to acquire information of the plants is one of the key points and problems in precision agricultural research. This paper identified the relationships between leaf area index and spectrum data by spectral analysis, thereby achieving fast and accurate LAI measurement. The measurement system for citrus LAI based on spectrum information was divided into two main parts. One was the data acquisition device, with FieldSpec-FR and computers as its key components to collect spectral data of leaves. Another was the inversion platform, with computers, ViewSpecPro, Excel, SPSS and other software as its core to calculate the LAI of citrus leaves. Researching the features of LAI can provide crop biomass status information for precision agriculture. And the exact total leaf area and the nominal LAI values of citrus leaves can be calculated after a scanning calibration experiment. The regression results showed that the system could meet the LAI test requirement.

       

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