Title :
Potential of continuum removed reflectance spectral features estimating nitrogen nutrition in rice canopy level
Author_Institution :
Inst. of Eco-Environ. & Agric. Inf., Qingdao Univ. of Sci. & Technol., Qingdao, China
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;
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
DOI :
10.1109/WHISPERS.2010.5594837