• DocumentCode
    2377605
  • Title

    Laser-induced breakdown spectroscopy analysis of sodium in pelletised pasture samples

  • Author

    Jull, Harrisson ; Kunnemeyer, Rainer ; Talele, Sadhana ; Schaare, Peter ; Seelye, Mark

  • Author_Institution
    Sch. of Eng., Univ. of Waikato, Hamilton, New Zealand
  • fYear
    2015
  • fDate
    17-19 Feb. 2015
  • Firstpage
    262
  • Lastpage
    268
  • Abstract
    Sodium concentration in plants inhibit shoot and root growth. Traditional wet-chemical methods of determining elemental concentrations require pre-treatment and leave unwanted by-products. Laser-induced breakdown spectroscopy is a technique that needs very little pre-treatment and produces no secondary waste. Laser-induced breakdown spectroscopy is used in this work to determine sodium concentrations in dried pasture samples. Temperature correction on the gathered spectra was attempted using Boltzmann and Saha-Boltzmann plots. These methods failed to deliver satisfactory results. Different combinations of internal reference standards were used on the Na I 818.326 nm line which resulted in an improved correlation with sodium concentration. Partial least squares regression was used on the gathered spectra to find emission lines that vary with the sodium concentration. Calcium, sodium, potassium and an argon line demonstrated high predictor weights. The Na I 818.326 nm, Na I 819.482 nm, K I 693.876 nm and K I 691.108 nm lines exhibited large dependence on sodium concentration. Building a calibration curve of sodium to potassium emission line intensity versus sodium to potassium concentration in the samples produced a correlation of R2 = 0.918 and an error in prediction of 0.0254.
  • Keywords
    agriculture; chemical variables measurement; laser beam applications; regression analysis; sodium; spectroscopy; Saha-Boltzmann plot; laser-induced breakdown spectroscopy analysis; partial least squares regression; pelletised pasture sample; sodium concentration; temperature correction; Calcium; Calibration; Correlation; Plasma temperature; Standards; Temperature dependence; Agriculture; Electron emission; Environmental management; Environmental monitoring; Fertilizers; Lasers; Vegetation mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation, Robotics and Applications (ICARA), 2015 6th International Conference on
  • Conference_Location
    Queenstown
  • Type

    conf

  • DOI
    10.1109/ICARA.2015.7081157
  • Filename
    7081157