Rapid Determination of Chemical Components in Interstitial Water of Lake Sediments Using Near-Infrared Spectroscopy

被引:0
作者
Huo Shou-liang [1 ]
Zan Feng-yu [1 ,2 ]
Xi Bei-dou [1 ]
Zhang Jing-tian [1 ]
Li Qing-qin [1 ]
He Lian-sheng [1 ]
机构
[1] Chinese Res Inst Environm Sci, Beijing 100012, Peoples R China
[2] Anhui Normal Univ, Sch Environm Sci, Wuhu 241000, Peoples R China
关键词
Near infrared reflectance spectra (NIRS); Lake sediment; Interstitial water; Spectral pretreatment; Partial least squares (PLS); REFLECTANCE; EFFLUENT; SOIL;
D O I
10.3964/j.issn.1000-0593(2011)01-0105-04
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
The near infrared reflectance spectra (NIRS) of interstitial water samples of lake sediments in Chaohu lake were determined by near-infrared reflectance spectrometry. The respective near NIRS calibration models for predicting total nitrogen (TN), total organic carbon (TOC), phosphorus (PO33-), ammonia nitrogen(NH3-N) and silicate(SiO3-) were built using partial least squares (PLS) algorithm with two spectral pretreatment tools including, wavelet compression combining orthogonal signal correction (OSC) and orthogonal signal correction (OSC) combining wavelet compression. The correlation coefficients between measured values and predicted values in calibration set for TN, NH3-N, PO33-, TOC and SiO3- were 0. 975, 0.989, 0. 937, 0. 862 and 0. 888, respectively. RMSEC(root mean square error of the calibration) for TN, NH3-N, PO33-, TOC and SiO3- were 0. 353, 0. 238, 0.031 3, 2.005 and 2.674 mg . L-1, respectively. The correlation coefficients between measured values and predicted values in validation set for TN, NH3-N, PO33- TOC and SiO3- were 0.912, 0. 918, 0. 773, 0.337 and 0.856, respectively. RMSEP(root mean square error of the prediction) for TN, NH3-N, PO33-, TOC and SiO3- were 1. 424, 0. 945, 0. 081, 7. 866 and 4. 273 mg . L-1, respectively.
引用
收藏
页码:105 / 108
页数:4
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