Measuring heavy metal ions in water using nature existed microalgae as medium based on terahertz technology

被引:15
作者
Shao, Yongni [1 ,2 ]
Wang, Yutian [1 ]
Zhu, Di [1 ]
Xiong, Xin [1 ]
Tian, Zhengan [4 ]
V. Balakin, Alexey [1 ,3 ,4 ]
Shkurinov, Alexander P. [1 ,3 ,4 ]
Xu, Duo [5 ]
Wu, Yimei [6 ]
Peng, Yan [1 ,2 ]
Zhu, Yiming [1 ,2 ]
机构
[1] Univ Shanghai Sci & Technol, Terahertz Technol Innovat Res Inst, Terahertz Spectrum & Imaging Technol Cooperat Inno, Shanghai Key Lab Modern Opt Syst, 516 JunGong Rd, Shanghai 200093, Peoples R China
[2] Tongji Univ, Shanghai Inst Intelligent Sci & Technol, Shanghai 200092, Peoples R China
[3] Lomonosov Moscow State Univ, Dept Phys, Leninskie Gory 1, Moscow, Russia
[4] Shanghai Int Travel Healthcare Ctr, Shanghai Customs Dist, Shanghai 200335, Peoples R China
[5] Kings Coll Lonson, Fac Arts & Humanities, Dept Culture, Media & Creat Ind, London WC2R 2LS, England
[6] Univ Shanghai Sci & Technol, Coll Foreign Languages, Shanghai 200093, Peoples R China
基金
中国国家自然科学基金;
关键词
Terahertz; Scenedesmus obliquus; Heavy metal; Principal Component Analysis; Partial Least Squares; SPECTROSCOPY; BIOACCUMULATION; TOXICITY; STARCH; REMOVAL; CADMIUM; RAMAN;
D O I
10.1016/j.jhazmat.2022.129028
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Heavy metal pollution in water seriously affects human health. The disadvantages of traditional metal ion detection methods involve long and cumbersome chemical pretreatment in the early stage, and large volume of samples. In this study, microalgae were used as the medium, and terahertz spectroscopy technology was employed to collect the changes of material components in it, so as to deduce the types and concentrations of heavy metal pollution in water. Through the partial least square(PLS), we establish the prediction model of heavy metal concentration, and the results show that the best detection time for Pb2+ is 6 h and Ni2+ is 18 h. The principal component analysis(PCA) shows that beta-carotene is the most affected substance. Afterward we collect five real surface waters in East China and verify that the judgment accuracy of Pb2+ and Ni2+ are 100% and 93.2% respectively. The results indicate that the time is shorter than the traditional pretreatment time from more than 20-6 h, the sample volume is reduced from 50 mL to 10 mL, the detection accuracy is improved from 10 ng/ mL to 1 ng/mL. In a word, we provide a new fast and real-time method for biological monitoring of heavy metal pollution in water.
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页数:11
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