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植物叶面积无损测量方法及仪器开发
引用本文:聂鹏程,杨 燕,刘 飞,郑金土,何 勇. 植物叶面积无损测量方法及仪器开发[J]. 农业工程学报, 2010, 26(9): 198-202. DOI: 10.3969/j.issn.1002-6819.2010.09.034
作者姓名:聂鹏程  杨 燕  刘 飞  郑金土  何 勇
作者单位:1. 浙江大学生物系统工程与食品科学学院,杭州,310029;南昌航空大学信息工程学院,南昌,330069
2. 浙江大学生物系统工程与食品科学学院,杭州,310029;广西师范学院数学科学学院,南宁,530023
3. 浙江大学生物系统工程与食品科学学院,杭州,310029
4. 宁波市林特科技推广中心,宁波,315012
基金项目:国家高技术研究发展计划(“863”计划)项目(2007AA10Z210);国家农业科技成果转化基金项目(2009GB23600517);公益性行业(农业)科研专项(200803037);浙江省自然科学基金重点项目(Z3090295);宁波市重大科技攻关项目(007C10034)资助
摘    要:为了快速、无损、准确地测量植物叶面积,设计了一种利用多晶硅光电感应板与平板均匀发光光源照射系统构成的叶面积测量装置。通过试验,建立了植物叶片叶面积与光源光强、光源对叶片透射率、环境温度、光电感应板的光电感应电压值间的BP神经网络关系。结果表明:该仪器可测量不同形状、厚度、软硬程度、叶片大小的植物叶片面积,模型预测值与实际值决定系数R2为0.98,测量精度为94.8%,为叶片叶面积测量提供了一种新的测量方法和装置。

关 键 词:神经网络,无线网络,仪器,植物叶面积,无损检测
收稿时间:2009-12-26
修稿时间:2010-09-10

Method of non-destructive measurement for plant leaf area and its instrument development
Nie Pengcheng,Yang Yan,Liu Fei,Zheng Jintu and He Yong. Method of non-destructive measurement for plant leaf area and its instrument development[J]. Transactions of the Chinese Society of Agricultural Engineering, 2010, 26(9): 198-202. DOI: 10.3969/j.issn.1002-6819.2010.09.034
Authors:Nie Pengcheng  Yang Yan  Liu Fei  Zheng Jintu  He Yong
Abstract:A new leaf area measuring instrument was developed by using poly-Si photoelectric sensor board and uniform lighting slab with light source systems for the fast, nondestructive and accurate measurement of plant leaf area. Back propagation neural networks were used to develop the relationships between leaf area index and light intensity, leaf transmittance, environmental temperature, voltage values of photoelectric sensor board. The results indicated that this instrument could measure the leaf area with different shape, thickness and softness. The determination coefficient (R2) between the measured and predicted values was 0.98, and the measuring accuracy was 94.8%. It was concluded that a new measuring method and instrument were developed for the detection of leaf area.
Keywords:neural network   wireless networks   instruments   plant leaf area   non-destructive measurement
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