Multivariate analysis of Laser-Induced breakdown spectroscopy spectra of soil samples

Soil Science

Volumn 175, Issue 9, 2010, Pages 447-452

  Yang, Ningfang ^a   Eash, Neal S ^a   Lee, Jaehoon ^a   Martin, Madhavi Z ^b   Zhang, Yong Seon ^c   Walker, Forbes R ^a   Yang, Jae E ^d  

^a UNIVERSITY OF TENNESSEE   (United States)

^b OAK RIDGE NATIONAL LABORATORY   (United States)

^c National Academy of Agricultural Science   (South Korea)

^d Kangwon National University   (South Korea)

Author keywords

LIBS; Multivariate analysis; PLS; quantitative soil chemical analysis

Indexed keywords

CHEMICAL COMPOSITION; LASER INDUCED FLUORESCENCE; MULTIVARIATE ANALYSIS; SAMPLING; SOIL CHEMISTRY;

EID: 77957790851     PISSN: 0038075X     EISSN: None     Source Type: Journal    
DOI: 10.1097/SS.0b013e3181f516ea     Document Type: Article

References (28)

1. Bousquet, B., J. B. Sirven, and L. Canioni. 2007. Towards quantitative laserinduced breakdown spectroscopy analysis of soil samples. Spectrochim. Acta. B. 62:1582Y1589.
2. Braga, J. W. B., L. C Trevizan, L. C. Nunes, I. A. Rufini, D. Santos, and F. J. Krug. 2010. Comparison of univariate and multivariate calibration for the determination of micronutrients in pellets of plant materials by laser induced breakdown spectrometry. Spectrochim. Acta. B. 65:66Y74.
3. Cáceres, J. Q., L. J. Tornero, H. H. Telle, and A. González Ureñ a. 2001. Quantitative analysis of trace metals ions in ice using laser-induced breakdown spectroscopy. Spectrochim. Acta. B. 56:831Y838.
4. Clegg S. M., E. Sklute, M. D. Dyar, J. E. Barefield, and R. C. Wiens. 2006. Multivariate analysis of remote laser-induced breakdown spectroscopy spectra using partial least squares, principal component analysis, and related techniques. Spectrochim. Acta. B. 64:79Y88.
5. Cremers, D. A., L. J. Radziemski, and T. R. Loree. 1984. Spectrochemical analysis of liquids using the laser spark. Appl. Spectrosc. 38:721Y729.
6. Dudragne, L., P. Adam, and J. Amouroux. 1998. Time-resolved laser-induced breakdown spectroscopy: Application for qualitative and quantitative detection of fluorine, chlorine, sulfur, and carbon in air. Appl. Spectrosc. 52:1321Y1327.
7. Essington, M. E., G. V. Melnichenko, M. A. Stewart, and R. A. Hull. 2009. Soil metals analysis using laser-induced breakdown spectroscopy (LIBS). Soil Sci. Soc. Am. J. 73:1469Y1478.
8. Gornushkin, S. I., I. B. Gornushkin, J. M. Anzano, B. W. Smith, and J. D. Winefordner. 2002. Effective normalization technique for correction of matrix effects in laser-induced breakdown spectroscopy detection of magnesium in powdered samples. Appl. Spectrosc. 56:433Y436.
9. Gottfried, J. L., R. S. Harmon, F. C. De Lucia, and A. W. Miziolek. 2009. Multivariate analysis of laser-induced breakdown spectroscopy chemical signatures for geomaterial classification. Spectrochim. Acta. B. 64: 1009Y1019.
10. Hussain, T., M. A. Gondal, Z. H. Yamani, and M. A. Baig. 2007. Measurement of nutrients in green house soil with laser induced breakdown spectroscopy. Environ. Monit. Assess. 124:131Y139.
11. Jer, S. H., B. K. Ching, S. H. Li, and C. L. King. 2002. The correlation between ion production and emission intensity in the laser-induced breakdown spectroscopy of liquid droplets. Spectrochim. Acta. B. 57:35Y48.
12. Jer, S. H., T. L. Hsiao, and C. L. King. 2007. Laser-induced breakdown spectroscopy in analysis of Al3+ liquid droplets: On-line preconcentration by use of flow-injection manifold. Anal. Chim. Acta. 581:303Y308.
13. Labbé, N., I .M. Swamidoss, N. André, M. Z. Martin, T. M. Young, and T. G. Rials. 2008. Extraction of information from laser-induced breakdown spectroscopy spectral data by multivariate analysis. Appl. Opt. 47: 158Y165.
14. Mark, H. 2001. Data analysis: Multilinear regression and principal component analysis. In Handbook of Near-Infrared Analysis, vol.7. D. A. Burns and E. W. Ciurczak (eds.), Marcel Dekker, New York, NY.
15. Martin, M. Z., and M. D. Cheng. 2000. Detection of chromium aerosol using time-resolved laser-induced plasma spectroscopy. Appl. Spectrosc. 54:1279Y1285.
16. Martin, M. Z., N. Labbé, T. G. Rials, and S. D. Wullschleger. 2005. Analysis of preservativewood by multivariate analysis of laser-induced breakdown spectroscopy spectra. Spectrochim. Acta. B. 60:1179Y1185.
17. Martin, M. Z., N. Labbé, N. André, R. D. Harris, M. H. Ebinger, S. D. Wullschleger, and A. A. Vass. 2007. High resolution applications of laserinduced breakdown spectroscopy for environmental and forensic applications. Spectrochim. Acta. B. 62:1426Y1432.
18. Martin, M. Z., N. Labbé, N. André, S. D. Wullschleger, R. D. Harris, and M. H. Ebinger. 2010. Novel multivariate analysis for soil carbon measurements using laser-induced breakdown spectroscopy. Soil Sci. Soc. Am. J. 74:87Y93.
19. Miziolek, A. W., V. Palleschi, I. Schechter. 2006. Laser-Induced Breakdown Spectroscopy (LIBS): Fundamentals and Applications. Cambridge University Press, New York, NY.
20. Nicholson, F. A., S. R. Smith, B. J. Alloway, C. Carlton-Smith, and B. J. Chambers. 2003. An inventory of metals inputs to agricultural soils in England and Wales. Sci. Total Environ. 311:205Y219.
21. Romanenko, S. V., and A. G. Stromberg. 2007. Modelling of analytical peaks: Peaks modifications. Anal. Chim. Acta 581:343Y354.
22. Shao, J. 1993. Linear model selection by cross-validation. J. Am. Stat. Assoc. 88:486Y494.
23. Smith, P. L., C. Heise, J. R. Esmond, and R. L. Kurucz. 2009. Kurucz spectral database. Available at: .
24. Tripathi M. M., K. E. Eseller, F. Y. Yueh, and J. P. Singh. 2009. Multivariate calibration of spectra obtained by laser induced breakdown spectroscopy of plutonium oxide surrogate residues. Spectrochim. Acta. B. 64: 1212Y1218.
25. USEPA. 2007a. SW-846 Methods for the Analysis of Hazardous Waste. ICP-AES Method 6010C. USEPA, Washington, DC.
26. Wisbrun, R., I. Schechter, R. Niessner, H. Schroeder, and K. Kompa. 1994. Detector for trace elemental analysis of solid environmental samples by laser plasma spectroscopy. Anal. Chem. 66:2964Y2975.
27. Yu, R., A. E. Kramida, J. Reader, and NIST ASD Team. 2008. NIST Atomic Spectra Database (version 3.1.5). Available at: Available at: .
28. Yueh, F. Y., R. C. Sharma, J. P. Singh, H. Zhang, and W. A. Spencer. 2002. Evaluation of the potential of laser-induced breakdown spectroscopy for detection of trace element in liquid. J. Air Waste Manage. Assoc. 52: 1307Y1315.