首页> 外文会议>Proceedings of joint international agricultural conference (JIAC 2009) >A CHLOROPHYLL CONTENT ESTIMATION OF RICE BASED ON VIS/NIR SPECTROSCOPY
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A CHLOROPHYLL CONTENT ESTIMATION OF RICE BASED ON VIS/NIR SPECTROSCOPY

机译:基于可见/近红外光谱的水稻叶绿素含量估算

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The estimation of nitrogen status non-destructively in rice was performed using spectral reflectance with visible and near infrared reflectance (Vis/NIR) spectroscopy, all the research were carried out at experiment field in the Zhejiang University in rice booting stage. The correlation between SPAD value and nitrogen content of leaf was analyzed, and the correlation coefficient was high which can depict by the formula Y=0.2344X-5.7486. The chlorophyll content (chlorophyll a, chlorophyll b, chlorophyll a+b) for the top three leaves were measured, and spectral reflectance for a total of 192 leaf samples were collected. The r, RMSEP and bias in prediction set by partial least square (PLS) were 0.8665, 3.1430 and -1.8696 for chlorophyll a, 0.8341, 1.6146 and -1.0066 for chlorophyll b, 0.8657, 5.1428 and -3.6485 for chlorophyll a+b, respectively.
机译:利用可见光和近红外光谱(Vis / NIR)光谱反射率对水稻中的氮素含量进行了无损估计,所有研究都是在浙江大学水稻孕穗期的实验场进行的。分析了SPAD值与叶片氮含量的相关性,相关系数较高,可用公式Y = 0.2344X-5.7486表示。测量前三叶的叶绿素含量(叶绿素a,叶绿素b,叶绿素a + b),并收集总共192个叶样品的光谱反射率。叶绿素a的偏最小二乘(PLS)预测值的r,RMSEP和偏倚分别为0.8665、3.1430和-1.8696,叶绿素b的分别为0.8657、1.6146和-1.0066,叶绿素a + b的为0.8657、5.1428和-3.6485 。

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