Literature DB >> 17554911

[Estimations of chlorophyll and water contents in live leaf of winter wheat with reflectance spectroscopy].

Hai-yan Ji1, Peng-xin Wang, Tai-lai Yan.   

Abstract

For estimating the yield of wheat, and for crop growth monitoring by using hyperspectral remote sensing, it is very important to quantitatively determine the chlorophyll and water contents in live leaf of winter wheat. In the range of 350-1650 nm, the reflectance spectrum of winter wheat's leaf in different growth periods were scanned by ASD FieldSpec Pro FR portable spectrometer and LI-COR 1800 integrating spheres. Partial least squares method was used to develop the quantitative analysis models for chlorophyll and water contents with reflectance spectroscopy. The model of chlorophyll content with reflectance spectroscopy was built in the range of 400-750 nm, and the results show that the correlation coefficient between the estimated values and the real values is 0.898, and relative standard deviation is 13.6%. The model of water content with reflectance spectroscopy was built in the range of 1400-1600 nm, and the results indicate that the correlation coefficient between the estimated values and the real values is 0.999, and relative standard deviation is 0.3%. These results are satisfying in agricultural production.

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Year:  2007        PMID: 17554911

Source DB:  PubMed          Journal:  Guang Pu Xue Yu Guang Pu Fen Xi        ISSN: 1000-0593            Impact factor:   0.589


  1 in total

1.  Estimation of the Yield and Plant Height of Winter Wheat Using UAV-Based Hyperspectral Images.

Authors:  Huilin Tao; Haikuan Feng; Liangji Xu; Mengke Miao; Guijun Yang; Xiaodong Yang; Lingling Fan
Journal:  Sensors (Basel)       Date:  2020-02-24       Impact factor: 3.576

  1 in total

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