Determination of Cr and Ba in Soil Using Laser Induced Breakdown Spectroscopy with Artificial Neural Networks

SHEN Qin-mei; ZHOU Wei-dong; LI Ke-xue

Acta Photonica Sinica, Volume. 39, Issue 12, 2134(2010)

SHEN Qin-mei... ZHOU Wei-dong* and LI Ke-xue |Show fewer author(s)

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References(16)

[1] [1] PASQUINI C, CORTEZ J, SILVA L M C, et al. Laser induced breakdown spectroscopy［J］. Journal of the Brazilian Chemical Society, , 2007, 18(3): 463-512.

[2] [2] HARMON R S, DELUCIA F C, MCMANUS C E, et al. Laser-induced breakdown spectroscopy-An emerging chemical sensor technology for real-time field-portable, geochemical, mineralogical, and environmental applications［J］. Applied Geochemistry, 2006, 21(5): 730-747.

[3] [3] CORSI M, CRISTOFORETTI G, HIDALGO M, et al. Double pulse, calibration-free laser-induced breakdown spectroscopy: A new technique for in situ standard-less analysis of polluted soils［J］. Applied Geochemistry, 2006, 21(5): 748-755.

[4] [4] CHINNI R C, CREMERS D A, RADZIEMSKI L J, et al. Detection of uranium using laser-induced breakdown spectroscopy［J］. Applied Spectroscopy, 2009, 63(11): 1238-1250.

[5] [5] YAMAMOTO K Y, CREMERS D A, FOSTER L E, et al. Laser-induced breakdown spectroscopy analysis of solids using a long-pulse (150 ns) Q-switched Nd∶YAG laser［J］. Applied Spectroscopy, 2005, 59(9): 1082-1097.

[6] [6] HUSSAIN T, GONDAL M A. Monitoring and assessment of toxic metals in Gulf War oil spill contaminated soil using laser-induced breakdown spectroscopy［J］. Environmental Monitoringtor and Assessment, 2008, 136(1-3): 391-399.

[7] [7] CHEN Jin-zhong, SHI Jin-chao, ZHANG Xiao-ping. Quantitative analysis of Fe and Ti elements in soil samples using laser-induced breakdown spectroscopy［J］. Applied Laser, 2007, 27(1): 33-36.

[8] [8] ZHOU Wei-dong, LI Ke-xue, SHEN Qin-mei, et al. Optical emission enhancement using laser ablation combined with fast pulse discharge［J］. Opt Express, 2010, 18(3): 2573-2578.

[9] [9] EGAN W J, ANGEL S M, MORGAN S L. Rapid optimization and minimal complexity in computational neural network multivariate calibration of chlorinated hydrocarbons using Raman spectroscopy［J］. Journal of Chemometrics,, 2001, 15(1): 29-48.

[10] [10] FANG Li-min, FENG Ai-ming, LIN Min. Rapid prediction of total organic carbon content and CEC in soil using visible/near infrared spectroscopy［J］. Spectroscopy and Spectral Analysis, 2010, 30(2): 327-330.

[11] [11] FERREIRA E C, MILORI D M B P, FERREIRA E J, et al. Artificial neural network for Cu quantitative determination in soil using a portable Laser Induced Breakdown Spectroscopy system［J］. Spectrochimica Acta Part B, 2008, 63(10): 1216-1220.

[12] [12] BENARDOS P G, VOSNIAKOS G C. Optimizing feedforward artificial neural network architecture［J］. Engineering Applications of Artificial Intelligence, 2007, 20(3): 365-382.

[13] [13] LEK S, PARK Y S. Encyclopedia of ecology［M］. Holland: Elsevier, 2008: 237-245.

[14] [14] CHAI Bing-hua, ZHAO Da-zun, LIAO Ning-fang, et al. Color appearance model based on artificial neural network［J］. Optical Technique, 2005, 31(1): 127-129.

[15] [15] MOTTO-ROS V, KOUJELEV A S, OSINSKI G R, et al. Quantitative multi-elemental laser-induced breakdown spectroscopy using artificial neural networks［J］. Journal of the European Optical Society-Rapid publications, 2008, 3: 08011(1)-08011(5).

[16] [16] OH S Y, YUEH F Y, SINGH J P. Quantitative analysis of tin alloy combined with artificial neural network prediction［J］. Appl Opt, 2010, 49(13): C36-C41.

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SHEN Qin-mei, ZHOU Wei-dong, LI Ke-xue. Determination of Cr and Ba in Soil Using Laser Induced Breakdown Spectroscopy with Artificial Neural Networks[J]. Acta Photonica Sinica, 2010, 39(12): 2134

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