|
|
|
|
|
|
Quantitative Analysis of P in Fertilizer by Laser-Induced Breakdown Spectroscopy with Multivariate Nonlinear Method |
LIAO Su-yin1, WU Xian-liang2*, LI Gui-hua1, WEI Min1, ZHANG Mei1 |
1. School of Electrical Engineering and Automation, Anhui University, Hefei 230061, China
2. School of Electronic and Information Engineering, Anhui University, Hefei 230061, China |
|
|
Abstract The quantitative analysis of phosphorus in fertilizer was investigated by laser-induced breakdown spectroscopy (LIBS) in this paper. The atomic spectral lines of 255.3 and 844.6 nm for phosphorus and oxygen, respectively, were determined as the optimized line by analyzing the excitation energy, transition probability and interference elements. Eighteen samples were analyzed and fourteen of them were tested to construct the calibration curve of measured concentration of phosphorus, while the linear fitting degree of the calibration curve was 0.83. It should utilize more information of LIBS spectra to construct the multivariate nonlinear regression method, which can improve the measurement accuracy of LIBS. Compared with the calibration method, the correlation coefficient of the prediction concentration of LIBS with reference concentration was 0.98, and the relative measured error was greatly reduced, only in the range of 0.38%~1.70%. It is shown that LIBS has the potential for rapid analysis of phosphorus in fertilizer.
|
Received: 2015-12-22
Accepted: 2016-10-09
|
|
Corresponding Authors:
WU Xian-liang
E-mail: xlwu@ahu.edu.cn
|
|
[1] General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China(国家质检总局). GB/T 8573—2010. Determination of Available Phosphorus Content for Compound Fertilizers(GB/T 8573—2010. 复混肥料中有效磷含量测定). Beijing: Standards Press of China(北京: 中国标准出版社), 2010.
[2] SONG Le, ZHANG Hong, NI Xiao-yu, et al(宋 乐, 张 红, 倪晓宇,等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2014, 34(1): 73.
[3] YE Man-li, SHAO Qing-song(叶蔓莉,邵青松). Guizhou Chemical Industry(贵州化工), 2013, 38(3): 32.
[4] SHEN Zhi-rong, ZHANG Xiao-bo, HE Hong-lian(沈治荣, 张晓波, 何红莲). Yunnan Chemical Technology(云南化工), 2011, 38(1): 39.
[5] Gabriel Gustinelli Arantes de Carvalho, Javier Moros, Dario Santos Jr, et al. Analytica Chimica Acta, 2015, 876(5): 26.
[6] Xiao Fang, Ahmad S R. Appl. Phys. B, 2014, 115(4): 497.
[7] Ponce L V, Flores T, Sosa-Saldana M, et al. Appl. Opt., 2016, 55(2): 254.
[8] Groisman Y,Gaft M. Spectrochim. Acta, Part B, 2010, 65(8): 744.
[9] CHEN Kai, LU Ji-dong(陈 凯, 陆继东). High Power Laser and Particle Beams(强激光与粒子束), 2011, 23(2): 293.
[10] LU Wei-ye, LU Ji-dong, YAO Shun-chun, et al(卢伟业, 陆继东, 姚顺春,等). Chinese Journal of Lasers(中国激光), 2011, 38(10): 1008003.
[11] Lidiane Cristina Nunes a, Gabriel Gustinelli Arantes de Carvalho a, Dario Santos Júnior, et al. Spectrochim. Acta Part B, 2014, 97(5): 42.
[12] Feng Jie, Wang Zhe, Li Lizhi, et al. Appl. Spectrosc., 2013, 67(3): 291.
[13] Laville S, Sabsabi M, and Doucet F R. Spectrochim. Acta Part B, 2007, 62(12): 1557.
[14] WANG Ping, LI Dui-yuan(汪 萍, 李队员). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2016, 36(4): 1197.
[15] NIST Electronic Database. http://physics.nist.gov//phyRefData. |
[1] |
ZHANG Xing-long1, LIU Yu-zhu1, 2*, SUN Zhong-mou1, ZHANG Qi-hang1, CHEN Yu1, MAYALIYA·Abulimiti3*. Online Monitoring of Pesticides Based on Laser Induced Breakdown
Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(06): 1711-1715. |
[2] |
YANG Lin-yu1, 2, 3, DING Yu1, 2, 3*, ZHAN Ye4, ZHU Shao-nong1, 2, 3, CHEN Yu-juan1, 2, 3, DENG Fan1, 2, 3, ZHAO Xing-qiang1, 2, 3. Quantitative Analysis of Mn and Ni Elements in Steel Based on LIBS and GA-PLS[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(06): 1804-1808. |
[3] |
LIU Jiang-qing1, YU Chang-hui2, 3, GUO Yuan2, 3, LEI Sheng-bin1*, ZHANG Zhen2, 3*. Interaction Between Dipalmityl Phosphatidylcholine and Vitamin B2
Studied by Second Harmonic Spectroscopy and Brewster Angle
Microscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(05): 1484-1489. |
[4] |
HE Ya-xiong1, 2, ZHOU Wen-qi1, 2, ZHUANG Bin1, 2, ZHANG Yong-sheng1, 2, KE Chuan3, XU Tao1, 2*, ZHAO Yong1, 2, 3. Study on Time-Resolved Characteristics of Laser-Induced Argon Plasma[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(04): 1049-1057. |
[5] |
LÜ Yang, PEI Jing-cheng*, GAO Ya-ting, CHEN Bo-yu. Chemical Constituents and Spectra Characterization of Gem-Grade
Triplite[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(04): 1204-1208. |
[6] |
YAO Shan1, ZHANG Xuan-ling1, CAI Yu-xin1, HE Lian-qiong1, LI Jia-tong1, WANG Xiao-long1, LIU Ying1, 2*. Study on Distribution Characteristics of Different Nitrogen and
Phosphorus Fractions by Spectrophotometry in Baiyangdian
Lake and Source Analysis[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(04): 1306-1312. |
[7] |
LI Ying-ying1, ZHANG Zhi-qing1*, WU Xiao-hong2, Andy Hsitien Shen1*. Photoluminescence in Indonesian Fossil Resins[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(03): 814-820. |
[8] |
JIANG Jie1, YU Quan-zhou1, 2, 3*, LIANG Tian-quan1, 2, TANG Qing-xin1, 2, 3, ZHANG Ying-hao1, 3, ZHANG Huai-zhen1, 2, 3. Analysis of Spectral Characteristics of Different Wetland Landscapes Based on EO-1 Hyperion[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(02): 517-523. |
[9] |
LI Ming-liang1, DAI Yu-jia1, QIN Shuang1, SONG Chao2*, GAO Xun1*, LIN Jing-quan1. Influence of LIBS Analysis Model on Quantitative Analysis Precision of Aluminum Alloy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(02): 587-591. |
[10] |
GONG Zheng1, LIN Jing-jun2*, LIN Xiao-mei3*, HUANG Yu-tao1. Effect of Heating and Cooling on the Characteristic Lines of Al During Melting[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(02): 598-602. |
[11] |
QIN Shuang1, LI Ming-liang1, DAI Yu-jia1, GAO Xun1*, SONG Chao2*, LIN Jing-quan1. The Accuracy Improvement of Fe Element in Aluminum Alloy by Millisecond Laser Induced Breakdown Spectroscopy Under Spatial Confinement Combined With Support Vector Machine[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(02): 582-586. |
[12] |
WANG Ya-wen1,2,3, ZHANG Yong4, CHEN Xiong-fei1,2,3, LIU Ying1,2,3, ZHAO Zhen-yang4, YE Ming-guo5, XU Yu-xing6, LIU Peng-yu1,2,3*. Quantitative Analysis of Nickel-Based Superalloys Based on a Remote LIBS System[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(02): 603-608. |
[13] |
LI Wei, ZHANG Xue-li, SU Qin, ZHAO Rui, SONG Hai-yan*. Qualitative Analysis of Chlorpyrifos Pesticide Residues in Cabbage Leaves Based on Visible Near Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(01): 80-85. |
[14] |
ZHANG Lin1, WEN Bao-ying2, LIU Wei-wei1, FU Wen-xiang1, KONG Jing-lin1*, LI Jian-feng2*. Rapidly Detection of Chemical Warfare Agent Simulants by Surface Enhanced Raman Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(01): 110-114. |
[15] |
TANG Ming-zhu1, WANG Zhi-ying1, WANG Yun-shan2*, BAO Wei-jun2, YANG Gang2, SUN Yong3. Characterization of the Impurity Phases in Phosphogypsum by the EBSD-XPS Method[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(01): 136-140. |
|
|
|
|