DocumentCode :
554885
Title :
Research progress on agronomic parameter estimation based on spectral analysis technology
Author :
Xu Zhe ; Yang Na
Author_Institution :
Beijing Univ. of Technol., Beijing, China
fYear :
2011
fDate :
11-13 Aug. 2011
Firstpage :
348
Lastpage :
352
Abstract :
Based on the spectral analysis technology, agronomic parameter estimation which can obtain information on crop growth and nutrition, is efficient technology guarantee for the development of precision agriculture. On the basis of introducing the crop spectral theory, from mechanism model, experience and mechanism combination model, empirical model three parts, the research progress on agronomic parameter estimation by spectral analysis technology was discussed in detail, and the characteristics of various models were pointed out. In future, model optimization on the internal level and level of smoothness of leaves should be strengthened, and the range of crops and the amount of data collected also should be increased, to expand the applicability of the model and improve the prediction accuracy of agronomic parameter.
Keywords :
agricultural engineering; crops; parameter estimation; spectral analysis; agronomic parameter estimation; crops; spectral analysis technology; spectroscopy; Agriculture; Analytical models; Atmospheric modeling; Biological system modeling; Computational modeling; Nitrogen; Predictive models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2011 International Conference on
Conference_Location :
Zhengzhou
Print_ISBN :
978-1-4577-1698-0
Type :
conf
Filename :
6024914
Link To Document :
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