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, Yongfeng Lu, Xiao Yan Zeng

Research output: Contribution to journalReview article

4 Citations (Scopus)

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 languageEnglish (US)
Article number114212
JournalFrontiers of Physics
Volume11
Issue number5
DOIs
StatePublished - Oct 1 2016
Externally publishedYes

Fingerprint

laser-induced breakdown spectroscopy
qualitative analysis
preprocessing
quantitative analysis

Keywords

  • data analysis
  • data preprocessing
  • laser-induced breakdown spectroscopy

ASJC Scopus subject areas

  • Physics and Astronomy (miscellaneous)

Cite this

Guo, Y. M., Guo, L. B., Li, J. M., Liu, H. D., Zhu, Z. H., Li, X. Y., ... Zeng, X. Y. (2016). Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data. Frontiers of Physics, 11(5), [114212]. https://doi.org/10.1007/s11467-016-0604-3

Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data. / Guo, Yang Min; Guo, Lian Bo; Li, Jia Ming; Liu, Hong Di; Zhu, Zhi Hao; Li, Xiang You; Lu, Yongfeng; Zeng, Xiao Yan.

In: Frontiers of Physics, Vol. 11, No. 5, 114212, 01.10.2016.

Research output: Contribution to journalReview article

Guo, Yang Min ; Guo, Lian Bo ; Li, Jia Ming ; Liu, Hong Di ; Zhu, Zhi Hao ; Li, Xiang You ; Lu, Yongfeng ; Zeng, Xiao Yan. / Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data. In: Frontiers of Physics. 2016 ; Vol. 11, No. 5.
@article{d4f61e4b36e741539e370a894f57b473,
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 Yongfeng Lu and Zeng, {Xiao Yan}",
year = "2016",
month = "10",
day = "1",
doi = "10.1007/s11467-016-0604-3",
language = "English (US)",
volume = "11",
journal = "Frontiers of Physics",
issn = "2095-0462",
publisher = "Springer Science + Business Media",
number = "5",

}

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, Yongfeng

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

UR - http://www.scopus.com/inward/record.url?scp=84991396141&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84991396141&partnerID=8YFLogxK

U2 - 10.1007/s11467-016-0604-3

DO - 10.1007/s11467-016-0604-3

M3 - Review article

VL - 11

JO - Frontiers of Physics

JF - Frontiers of Physics

SN - 2095-0462

IS - 5

M1 - 114212

ER -