Analysis of Chlorophyll in Gannan Navel Orange with Algorithm of GA and SPA Based on Hyperspectral

作者：Liu Yan de^*; Zhang Guang wei; Cai Li jun

来源：Spectroscopy and Spectral Analysis, 2012, 32(12): 3377-3380.

DOI：10.3964/j.issn.1000-0593(2012)12-3377-04

• Chlorophyll content
• Hyper-spectral imaging
• Gannan navel orange
• GA
• SPA

The hyperspectral effective information of Gannan navel orange was extracted by genetic algorithm (GA) and successive projections algorithm (SPA) for partial least squares (PLS) model. Average spectral was extracted from region of interest (ROI) of hyperspectral images after preprocessing. GA and SPA were used to select 27 and 8 characteristic wavelengths for chlorophyll model with PLS. The correlation coefficients and rms error of GA-PLS were 0. 80 and 2. 45, and the correlation coefficients and rms error of SPA-PLS were 0. 83 and 2. 30, respectively. Overall results sufficiently demonstrate that SPA-PLS model has a greater advantage which can be combined with hyperspectral technique to be a nondestructive and rapid analytical method.

• 出版日期2012-12
• 单位华东交通大学