Investigation of laser-induced breakdown spectroscopy and multivariate analysis for differentiating inorganic and organic C in a variety of soils

被引:44
|
作者
Martin, Madhavi Z. [1 ]
Mayes, Melanie A. [2 ,3 ]
Heal, Katherine R. [4 ]
Brice, Deanne J. [2 ]
Wullschleger, Stan D. [2 ,3 ]
机构
[1] Oak Ridge Natl Lab, BioSci Div, Oak Ridge, TN 37831 USA
[2] Oak Ridge Natl Lab, Div Environm Sci, Oak Ridge, TN 37831 USA
[3] Oak Ridge Natl Lab, Climate Change Sci Inst, Oak Ridge, TN 37831 USA
[4] Univ Washington, Dept Oceanog, Seattle, WA 98122 USA
关键词
Soil carbon; Inorganic carbon and organic carbon in soils; LIBS; PLS models; CARBON; FOREST;
D O I
10.1016/j.sab.2013.05.026
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Laser-induced breakdown spectroscopy (LIBS) along with multivariate analysis was used to differentiate between the total carbon (C), inorganic C, and organic C in a set of 58 different soils from 5 soil orders. A 532 nm laser with 45 mJ of laser power was used to excite the 58 samples of soil and the emission of all the elements present in the soil samples was recorded in a single spectrum with a wide wavelength range of 200-800 nm. The results were compared to the laboratory standard technique, e.g., combustion on a LECO-CN analyzer, to determine the true values for total C, inorganic C, and organic C concentrations. Our objectives were: 1) to determine the characteristic spectra of soils containing different amounts of organic and inorganic C, and 2) to examine the viability of this technique for differentiating between soils that contain predominantly organic and/or inorganic C content for a range of diverse soils. Previous work has shown that LIBS is an accurate and reliable approach to measuring total carbon content of soils, but it remains uncertain whether inorganic and organic forms of carbon can be separated using this approach. Total C and inorganic C exhibited correlation with rock-forming elements such as Al, Si, Fe, Ti, Ca, and Sr, while organic C exhibited minor correlation with these elements and a major correlation with Mg. We calculated a figure of merit (Mg/Ca) based on our results to enable differentiation between inorganic versus organic C. We obtained the LIBS validation prediction for total, inorganic, and organic C to have a coefficient of regression, r(2) = 0.91, 0.87, and 0.91 respectively. These examples demonstrate an advance in LIBS-based techniques to distinguish between organic and inorganic C using the full wavelength spectra. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:100 / 107
页数:8
相关论文
共 50 条
  • [21] Laser-induced breakdown spectroscopy analysis of asbestos
    Caneve, L
    Colao, F
    Fabbri, F
    Fantoni, R
    Spizzichino, V
    Striber, J
    SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2005, 60 (7-8) : 1115 - 1120
  • [22] Slag analysis by laser-induced breakdown spectroscopy
    Doujak, G
    Mertens, R
    Ramb, W
    Flock, J
    Geyer, J
    Lüngen, S
    STAHL UND EISEN, 2001, 121 (03): : 53 - 58
  • [23] Combination of laser-induced breakdown spectroscopy and Raman spectroscopy for multivariate classification of bacteria
    Prochazka, D.
    Mazura, M.
    Samek, O.
    Rebrosova, K.
    Porizka, P.
    Klus, J.
    Prochazkova, P.
    Novotny, J.
    Novotny, K.
    Kaiser, J.
    SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2018, 139 : 6 - 12
  • [24] Multivariate quantitative analysis of metal elements in steel using laser-induced breakdown spectroscopy
    Wang, Zhi
    Chu, Yanwu
    Chen, Feng
    Sheng, Ziqian
    Guo, Lianbo
    APPLIED OPTICS, 2019, 58 (27) : 7615 - 7620
  • [25] Multivariate nonlinear spectral fitting for uranium isotopic analysis with laser-induced breakdown spectroscopy
    Song, Jiaojian
    Chan, George C. -Y.
    Mao, Xianglei
    Woodward, Jonathan D.
    Smithwick, Robert W., III
    Schaaff, T. Gregory
    Stowe, Ashley C.
    Harris, Candace D.
    Zheng, Ronger
    Zorba, Vassilia
    Russo, Richard E.
    SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2018, 150 : 67 - 76
  • [26] Univariate and Multivariate Analysis of Phosphorus Element in Fertilizers Using Laser-Induced Breakdown Spectroscopy
    Zhang, Baohua
    Ling, Pengpeng
    Sha, Wen
    Jiang, Yongcheng
    Cui, Zhifeng
    SENSORS, 2019, 19 (07)
  • [27] Quantitative Analysis of P in Fertilizer by Laser-Induced Breakdown Spectroscopy with Multivariate Nonlinear Method
    Liao Su-yin
    Wu Xian-liang
    Li Gui-hua
    Wei Min
    Zhang Mei
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38 (01) : 271 - 275
  • [28] Novel Multivariate Analysis for Soil Carbon Measurements Using Laser-Induced Breakdown Spectroscopy
    Martin, Madhavi Z.
    Labbe, Nicole
    Andre, Nicolas
    Wullschleger, Stan D.
    Harris, Ronny D.
    Ebinger, Michael H.
    SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2010, 74 (01) : 87 - 93
  • [29] Evaluation of proteins in sheep colostrum via laser-induced breakdown spectroscopy and multivariate analysis
    Abdel-Salam, Z. A.
    Abdel-Salam, S. A. M.
    Abdel-Mageed, I. I.
    Harith, M. A.
    JOURNAL OF ADVANCED RESEARCH, 2019, 15 : 19 - 25
  • [30] Extraction of information from laser-induced breakdown spectroscopy spectral data by multivariate analysis
    Labbe, Nicole
    Swamidoss, Isabel Maya
    Andre, Nicolas
    Martin, Madhavi Z.
    Young, Timothy M.
    Rials, Timothy G.
    APPLIED OPTICS, 2008, 47 (31) : G158 - G165