DocumentCode
2468132
Title
Potential of continuum removed reflectance spectral features estimating nitrogen nutrition in rice canopy level
Author
Zhang, Jinheng
Author_Institution
Inst. of Eco-Environ. & Agric. Inf., Qingdao Univ. of Sci. & Technol., Qingdao, China
fYear
2010
fDate
14-16 June 2010
Firstpage
1
Lastpage
4
Abstract
A method was developed for estimating the nitrogen nutrition of rice (Oryza sativa) using canopy continuum-removed reflectance. The canopy leaves were sampled during important growth stages (tiller stage, jointing stage, booting stage and heading stage), and nitrogen concentrations and canopy reflectance were measured. The value of the continuum-removed reflectance (550nm-750nm) decreased with the nitrogen levels increased. Several characteristics of the continuum-removed reflectance spectra of rice canopy were calculated, including the continuum-removed reflectance value, the minimum of the continuum-removed absorption features, symmetry, total area of absorption peak and left area of the absorption peak. High correlations were found between the spectral characteristics of the continuum-removed reflectance and canopy leaves nitrogen concentrations. Linear regressions models were used to predicte nitrogen concentration. Results of this research showed that total area of absorption peak was the best predictor of nitrogen levels throughout growth cycle.
Keywords
crops; infrared imaging; nitrogen; reflectivity; regression analysis; Oryza sativa; absorption peak; canopy continuum-removed reflectance; continuum removed reflectance spectral features; linear regressions models; nitrogen concentrations; nitrogen level predictor; nitrogen nutrition estimation; rice canopy level; rice nutrition; wavelength 550 nm to 750 nm; Absorption; Correlation; Fertilizers; Nitrogen; Reflectivity; Vegetation; Continuum-removed; Nitrogen nutrition; Rice; Spectral reflectance;
fLanguage
English
Publisher
ieee
Conference_Titel
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2010 2nd Workshop on
Conference_Location
Reykjavik
Print_ISBN
978-1-4244-8906-0
Electronic_ISBN
978-1-4244-8907-7
Type
conf
DOI
10.1109/WHISPERS.2010.5594837
Filename
5594837
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