Monitoring nitrogen content of wheat on basis of an algorithm on the spectral angle of canopy
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DOI:10.7606/j.issn.1000-7601.2015.04.15
Key Words: wheat  nitrogen content  spectral angle
Author NameAffiliation
XIAO Chun-hua 石河子大学农学院绿洲生态农业重点实验室 新疆 石河子 832003 
LU Yin-liang 石河子大学农学院绿洲生态农业重点实验室 新疆 石河子 832003 
DIAO Wan-ying 石河子大学农学院绿洲生态农业重点实验室 新疆 石河子 832003 
LI Shao-kun 中国农业科学院作物研究所农业部作物生理生态重点实验室 北京 100081 
WANG Ke-ru 中国农业科学院作物研究所农业部作物生理生态重点实验室 北京 100081 
CHEN Bing 新疆农垦科学院棉花研究所 新疆 石河子 832000 
WANG Qiong 新疆农垦科学院棉花研究所 新疆 石河子 832000 
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Abstract:
      Nitrogen is an important factor for crop growth and environment. A search for real-time, rapid and accurate monitoring methods on nitrogen nutrition is a necessary approach for precise fertilization and efficiency enhancement. In this paper, three wheat varieties (Xinchun 6, Xinchun 17 and Xinchun 22) were selected to investigate the correlations between the canopy hyperspectral characteristics at four nitrogen levels and the leaves nitrogen content (LNC), and thereby an improved spectral angle (SA) could be utilized for prediction of LNC. The spectral angles of wheat canopy by different nitrogen treatments were higher with the nitrogen increased and the best spectral angle model for prediction of leaf nitrogen was y=0.3999x0.3989. The coefficient of determination R2 was 0.6870, and the RE, RMSE and R2 were 1.63%, 0.1609, and 0.7515, respectively. Spectral angle was feasible for monitoring differences in leaves nitrogen content, providing a theoretical basis for precise fertilization in agriculture.