Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data

Yang Min Guo; Lian Bo Guo; Jia Ming Li; Hong Di Liu; Zhi Hao Zhu; Xiang You Li; Yong Feng Lu; Xiao Yan Zeng

doi:10.1007/s11467-016-0604-3

Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data

Yang Min Guo, Lian Bo Guo, Jia Ming Li, Hong Di Liu, Zhi Hao Zhu, Xiang You Li, Yong Feng Lu, Xiao Yan Zeng

Research output: Contribution to journal › Review article › peer-review

13 Scopus citations

Abstract

Laser-induced breakdown spectroscopy (LIBS) has attracted much attention in terms of both scientific research and industrial application. An important branch of LIBS research in Asia, the development of data processing methods for LIBS, is reviewed. First, the basic principle of LIBS and the characteristics of spectral data are briefly introduced. Next, two aspects of research on and problems with data processing methods are described: i) the basic principles of data preprocessing methods are elaborated in detail on the basis of the characteristics of spectral data; ii) the performance of data analysis methods in qualitative and quantitative analysis of LIBS is described. Finally, a direction for future development of data processing methods for LIBS is also proposed.

Original language	English (US)
Article number	114212
Journal	Frontiers of Physics
Volume	11
Issue number	5
DOIs	https://doi.org/10.1007/s11467-016-0604-3
State	Published - Oct 1 2016
Externally published	Yes

Keywords

data analysis
data preprocessing
laser-induced breakdown spectroscopy

ASJC Scopus subject areas

Physics and Astronomy (miscellaneous)

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10.1007/s11467-016-0604-3

Cite this

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title = "Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data",

abstract = "Laser-induced breakdown spectroscopy (LIBS) has attracted much attention in terms of both scientific research and industrial application. An important branch of LIBS research in Asia, the development of data processing methods for LIBS, is reviewed. First, the basic principle of LIBS and the characteristics of spectral data are briefly introduced. Next, two aspects of research on and problems with data processing methods are described: i) the basic principles of data preprocessing methods are elaborated in detail on the basis of the characteristics of spectral data; ii) the performance of data analysis methods in qualitative and quantitative analysis of LIBS is described. Finally, a direction for future development of data processing methods for LIBS is also proposed.",

keywords = "data analysis, data preprocessing, laser-induced breakdown spectroscopy",

author = "Guo, {Yang Min} and Guo, {Lian Bo} and Li, {Jia Ming} and Liu, {Hong Di} and Zhu, {Zhi Hao} and Li, {Xiang You} and Lu, {Yong Feng} and Zeng, {Xiao Yan}",

note = "Publisher Copyright: {\textcopyright} 2016, Higher Education Press and Springer-Verlag Berlin Heidelberg.",

year = "2016",

month = oct,

day = "1",

doi = "10.1007/s11467-016-0604-3",

language = "English (US)",

volume = "11",

journal = "Frontiers of Physics",

issn = "2095-0462",

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TY - JOUR

T1 - Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data

AU - Guo, Yang Min

AU - Guo, Lian Bo

AU - Li, Jia Ming

AU - Liu, Hong Di

AU - Zhu, Zhi Hao

AU - Li, Xiang You

AU - Lu, Yong Feng

AU - Zeng, Xiao Yan

PY - 2016/10/1

Y1 - 2016/10/1

N2 - Laser-induced breakdown spectroscopy (LIBS) has attracted much attention in terms of both scientific research and industrial application. An important branch of LIBS research in Asia, the development of data processing methods for LIBS, is reviewed. First, the basic principle of LIBS and the characteristics of spectral data are briefly introduced. Next, two aspects of research on and problems with data processing methods are described: i) the basic principles of data preprocessing methods are elaborated in detail on the basis of the characteristics of spectral data; ii) the performance of data analysis methods in qualitative and quantitative analysis of LIBS is described. Finally, a direction for future development of data processing methods for LIBS is also proposed.

AB - Laser-induced breakdown spectroscopy (LIBS) has attracted much attention in terms of both scientific research and industrial application. An important branch of LIBS research in Asia, the development of data processing methods for LIBS, is reviewed. First, the basic principle of LIBS and the characteristics of spectral data are briefly introduced. Next, two aspects of research on and problems with data processing methods are described: i) the basic principles of data preprocessing methods are elaborated in detail on the basis of the characteristics of spectral data; ii) the performance of data analysis methods in qualitative and quantitative analysis of LIBS is described. Finally, a direction for future development of data processing methods for LIBS is also proposed.

KW - data analysis

KW - data preprocessing

KW - laser-induced breakdown spectroscopy

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DO - 10.1007/s11467-016-0604-3

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SN - 2095-0462

VL - 11

JO - Frontiers of Physics

JF - Frontiers of Physics

IS - 5

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ER -

Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data

Abstract

Keywords

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