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| Determination of Polycyclic Aromatic Hydrocarbons in Water Based on Three Dimensional Fluorescence Spectroscopy Combined with Wavelet Compression and APTLD |
| WANG Yu-tian, LIU Ting-ting*, LIU Ling-fei, YANG Zhe, CUI Yao-yao |
| Measurement Technology and Instrument Key Lab of Hebei Provice，Yanshan University，Qinhuangdao 066004，China |
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Abstract Based on the three-dimensional fluorescence spectroscopy combined with wavelet compression and APTLD for the detection of polycyclic aromatic hydrocarbons (PAHs) in water，the rapid determination of PAHs in water was achieved. The samples were prepared by using three kinds of PAHs，naphthalene (NAP)，fluorene (FLU) and acenaphthene (ANA). First，the three-dimensional fluorescence spectra of the samples were measured with FLS920 steady-state fluorescence spectrometer. The data were excited and emitted by calibration and de-scattering to obtain the real spectrum. In order to solve the redundant information problem of three- dimensional fluorescence spectral data，the experimental spectral data is compressed by wavelet transform，and the compression score and data recovery fraction can reach 92% and 95% respectively. APTLD was applied to analyze the compressed data and reflect the second-order advantage. The experimental results show that the method can still be used for rapid determination，and the recovery rate is more than 94% and the predicted root mean square error is less than 0.29 with seriously overlapped and intermittent fluorescence spectra of PAHs.
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Received: 2017-03-29
Accepted: 2017-08-08
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Corresponding Authors:
LIU Ting-ting
E-mail: 2413950643@qq.com
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[1] Vertika S D, Patel D K, Upreti M Y. Environmental Chemistry Letters, 2012, 10(2): 25.
[2] CHENG Peng-fei, WANG Yu-tian, CHEN Zhi-kun, et al(程鹏飞，王玉田, 陈至坤，等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2016, 36(7): 2062.
[3] Peiris R H, Jaklewicz M, Budman H, et al. Water Research, 2013, 47(10): 3364.
[4] Delhomme O. Environmental Science and Pollution Research, 2012, 19(5): 60.
[5] WANG Tong-yan, DENG Xiao-yan(王统艳, 邓晓燕). Analytical Instruments(分析仪器), 2012, 1(7)：6.
[6] AN Na, ZHANG Lin-ling, YU Zhao-qi(安 娜，张琳羚，余朝琦). Chemical Engineering and Equipment(化学工程与装备), 2015，(9): 160.
[7] Cohen M A. Encyclopedia of Energy, Natural Resource, and Environmental Economics, 2013, (3): 121.
[8] GE Zhe-xue, Javert(葛哲学，沙 威). Wevelet Analysis Theory and MATLAB R2007 Implementation(小波分解理论与MATLAB R2007实现). Beijing: Electronic Industry Press(北京: 电子工业出版社)，2007. 333.
[9] LI Guo-bin, GUAN De-lin, LI Ting-ju(李国宾，关德林，李廷举). Vibration and Shock(振动与冲击)，2011，30(8): 149.
[10] Xia A L, Wu H L, Fang D M, et al. Chemometric S, 2005, 2(19): 65.
[11] YANG Li-li, WANG Yu-tian, LU Xin-qiong(杨丽丽，王玉田，鲁信琼). Chinese Journal of Lasers(中国激光), 2013, 40(6): 303.
[12] JIANG Jun-duo, WU Hai-long(江军朵, 吴海龙). Fine Chemical Intermediates(精细化工中间体), 2007, 37(1): 69.
[13] WU Hai-long, FANG Dong-mei, DING Yu-jie(吴海龙, 方冬梅, 丁玉洁). Hunan University Journal·Natural Science Edition(湖南大学学报·自然科学版)，2005, 32(3): 6. |
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