DETERMINATION OF NITROGEN IN RICE LEAF BASED ON FTIR SPECTRA AND SIPLS-GA-PLS ALGORITHM
基于傅里叶变换红外光谱和siPLS-GA-PLS的水稻叶片氮素含量预测研究

The Fourier transform mid-infrared(FT-MIR) spectra and nitrogen concentration were measured from dried leaves of rice in booting stage under various treatments of nitrogen fertilization.The synergy interval partial least square algorithm(si-PLS) combined with genetic algorithm(GA) was applied to the selection of optimal variables.84 variables were determined to build the estimation model for leaf nitrogen content.The prediction accuracy of the PLS regression model based on these variables was better than th...