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 31 条
[1]   The carbon budget in soils [J].
Amundson, R .
ANNUAL REVIEW OF EARTH AND PLANETARY SCIENCES, 2001, 29 :535-562
[2]  
[Anonymous], COMPOSITION SOIL S A
[3]  
[Anonymous], 1996, METHODS SOIL ANAL PA, DOI [DOI 10.2136/SSSABOOKSER5.3.C34, DOI 10.2136/SSSAB00KSER5.3.C34]
[4]  
[Anonymous], 2017, NATURE PROPERTIES SO
[5]  
[Anonymous], 1989, MULTIVARIATE CALIBRA
[6]  
[Anonymous], 1996, METHODS SOIL ANAL CH
[7]   Intact Soil Core Total, Inorganic, and Organic Carbon Measurement Using Laser-Induced Breakdown Spectroscopy [J].
Bricklemyer, Ross S. ;
Brown, David J. ;
Barefield, James E. ;
Clegg, Samuel M. .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2011, 75 (03) :1006-1018
[8]  
BROWN SD, 2000, APPL ENVIRON MICROB, V72, P890
[9]   Evaluation of Laser-Induced Breakdown Spectroscopy (LIBS) as a Measurement Technique for Evaluation of Total Elemental Concentration in Soils [J].
Diaz, Daniel ;
Hahn, David W. ;
Molinat, Alejandro .
APPLIED SPECTROSCOPY, 2012, 66 (01) :99-106
[10]   Soil Metals Analysis Using Laser-Induced Breakdown Spectroscopy (LIBS) [J].
Essington, Michael E. ;
Melnichenko, Galina V. ;
Stewart, Melanie A. ;
Hull, Robert A. .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2009, 73 (05) :1469-1478