Spectroscopy and Spectral Analysis, Volume. 40, Issue 11, 3617(2020)

Laser-Induced Breakdown Spectroscopy for Heavy Metal Analysis of Zn of Ocean Sediments

Chao ZHANG... Lin ZHU, Jin-jia GUO, Nan LI, Ye TIAN and Rong-er ZHENG |Show fewer author(s)
Author Affiliations
  • College of Information Science and Engineering, Ocean University of China, Qingdao 266100, China
  • show less
    Figures & Tables(10)
    Schematic diagram of the portable LIBS instrument(a): Optical layout;(b): Internal structure charts of the instrument
    A typical sediment LIBS spectrum
    Flow chart of concentration prediction of Zn in sediment using portable LIBS system
    The RSD results of Zn with different standardized methods
    Calibration curve for Zn in sediment(a): Calibration curve for Zn with univariate quantitative method; (b): Calibration curve for Zn with BP neural network
    The emission intensities of Ca Ⅰ 422 nm and Zn Ⅰ 468 nm as a function of sample’s drying time
    Field measurements pictures and site positions in Jiaozhou Bay(a): Field measurement picture of the portable LIBS system; (b): Site map for sediments sampling;(c): Picture of a typical sediment sample; (d): A typical sediment LIBS spectrum on site
    • Table 1. AAS detection results of the concentration of Zn in experimental samples

      View table
      View in Article

      Table 1. AAS detection results of the concentration of Zn in experimental samples

      样品号Zn/10-6
      训练集X01#39.42
      X02#50.38
      X03#59.40
      X04#71.93
      X05#101.23
      X06#110.60
      X07#130.68
      预测集X10#90.53
    • Table 2. Quantitative result of three analysis methods

      View table
      View in Article

      Table 2. Quantitative result of three analysis methods

      定标方法平均RSD
      /%
      相关系数
      R2
      预测误差
      /%
      未标准化单变量定标38.70.88510.5
      标准化单变量定标7.20.9356.7
      标准化BPNN算法定标7.20.9983.2
    • Table 3. Comparisons of LIBS measurements on site and AAS results in lab

      View table
      View in Article

      Table 3. Comparisons of LIBS measurements on site and AAS results in lab

      站点样品号AAS测量
      浓度/10-6
      LIBS预测
      浓度/10-6
      相对
      误差/%
      RMSE
      S1J01#130.00139.357.199.36
      S2J02#113.00115.892.562.90
      S3J03#87.9096.8910.238.99
      S4J04#67.7059.4112.258.58
      S5J05#79.9083.864.963.96
      S6J06#53.8046.9312.777.71
    Tools

    Get Citation

    Copy Citation Text

    Chao ZHANG, Lin ZHU, Jin-jia GUO, Nan LI, Ye TIAN, Rong-er ZHENG. Laser-Induced Breakdown Spectroscopy for Heavy Metal Analysis of Zn of Ocean Sediments[J]. Spectroscopy and Spectral Analysis, 2020, 40(11): 3617

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Oct. 8, 2019

    Accepted: --

    Published Online: Jun. 18, 2021

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2020)11-3617-06

    Topics