Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges

Bibliographic Details
Main Author: Costa, Vinicius C.
Publication Date: 2020
Other Authors: Babos, Diego V., Castro, Jeyne P., Andrade, Daniel F., Gamela, Raimundo R., MacHado, Raquel C., Speranca, Marco A. [UNESP], Araujo, Alisson S., Garcia, Jose A., Pereira-Filho, Edenir R.
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.21577/0103-5053.20200175
http://hdl.handle.net/11449/205237
Summary: Over the years, laser-induced breakdown spectroscopy (LIBS) has been reported in the literature as an alternative to traditional methods of analysis, becoming well established among spectroanalytical techniques. LIBS is a technique widely used for qualitative approaches; however, it is necessary considerable effort for use in quantitative analysis, mainly due to severe matrix effects. These limitations make it difficult to broaden the application of LIBS in quantitative analysis. In this sense, this review discusses recent advances in calibration strategies applied in LIBS for minimizing matrix effects and enabling determination with satisfactory accuracy and precision. Applications, advantages, and limitations of the calibration strategies, such as matrix-matching calibration (MMC), internal standardization (IS), standard addition (SA), multi-energy calibration (MEC), one-point gravimetric standard addition (OP GSA), one-point and multi-line calibration (OP MLC), slope ratio calibration (SRC), two-point calibration transfer (TP CT), single-sample calibration (SSC), multiple linear regression (MLR), principal component regression (PCR), partial least squares (PLS) and artificial neural networks (ANN) are discussed.
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spelling Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challengesCalibration strategiesLIBSMatrix effectsQuantitative analysisOver the years, laser-induced breakdown spectroscopy (LIBS) has been reported in the literature as an alternative to traditional methods of analysis, becoming well established among spectroanalytical techniques. LIBS is a technique widely used for qualitative approaches; however, it is necessary considerable effort for use in quantitative analysis, mainly due to severe matrix effects. These limitations make it difficult to broaden the application of LIBS in quantitative analysis. In this sense, this review discusses recent advances in calibration strategies applied in LIBS for minimizing matrix effects and enabling determination with satisfactory accuracy and precision. Applications, advantages, and limitations of the calibration strategies, such as matrix-matching calibration (MMC), internal standardization (IS), standard addition (SA), multi-energy calibration (MEC), one-point gravimetric standard addition (OP GSA), one-point and multi-line calibration (OP MLC), slope ratio calibration (SRC), two-point calibration transfer (TP CT), single-sample calibration (SSC), multiple linear regression (MLR), principal component regression (PCR), partial least squares (PLS) and artificial neural networks (ANN) are discussed.Laboratório de Espectrometria Atômica (LEA) LabPetro Departamento de Química Universidade Federal Do Espírito SantoGrupo de Análise Instrumental Aplicada Departamento de Química Universidade Federal de Saõ CarlosGrupo de Abordagens Analíticas Alternativas (GAAA) Instituto de Pesquisa em Bioenergia (IPBEN) Instituto de Química Universidade Estadual Paulista (Unesp)Grupo de Abordagens Analíticas Alternativas (GAAA) Instituto de Pesquisa em Bioenergia (IPBEN) Instituto de Química Universidade Estadual Paulista (Unesp)Universidade Federal do Espírito Santo (UFES)Universidade Federal de Saõ CarlosUniversidade Estadual Paulista (Unesp)Costa, Vinicius C.Babos, Diego V.Castro, Jeyne P.Andrade, Daniel F.Gamela, Raimundo R.MacHado, Raquel C.Speranca, Marco A. [UNESP]Araujo, Alisson S.Garcia, Jose A.Pereira-Filho, Edenir R.2021-06-25T10:12:08Z2021-06-25T10:12:08Z2020-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article2439-2451application/pdfhttp://dx.doi.org/10.21577/0103-5053.20200175Journal of the Brazilian Chemical Society, v. 31, n. 12, p. 2439-2451, 2020.1678-47900103-5053http://hdl.handle.net/11449/20523710.21577/0103-5053.20200175S0103-505320200012024392-s2.0-85091769735S0103-50532020001202439.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of the Brazilian Chemical Societyinfo:eu-repo/semantics/openAccess2025-05-28T05:52:37Zoai:repositorio.unesp.br:11449/205237Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-05-28T05:52:37Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
title Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
spellingShingle Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
Costa, Vinicius C.
Calibration strategies
LIBS
Matrix effects
Quantitative analysis
title_short Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
title_full Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
title_fullStr Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
title_full_unstemmed Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
title_sort Calibration strategies applied to laser-induced breakdown spectroscopy: A critical review of advances and challenges
author Costa, Vinicius C.
author_facet Costa, Vinicius C.
Babos, Diego V.
Castro, Jeyne P.
Andrade, Daniel F.
Gamela, Raimundo R.
MacHado, Raquel C.
Speranca, Marco A. [UNESP]
Araujo, Alisson S.
Garcia, Jose A.
Pereira-Filho, Edenir R.
author_role author
author2 Babos, Diego V.
Castro, Jeyne P.
Andrade, Daniel F.
Gamela, Raimundo R.
MacHado, Raquel C.
Speranca, Marco A. [UNESP]
Araujo, Alisson S.
Garcia, Jose A.
Pereira-Filho, Edenir R.
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Federal do Espírito Santo (UFES)
Universidade Federal de Saõ Carlos
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Costa, Vinicius C.
Babos, Diego V.
Castro, Jeyne P.
Andrade, Daniel F.
Gamela, Raimundo R.
MacHado, Raquel C.
Speranca, Marco A. [UNESP]
Araujo, Alisson S.
Garcia, Jose A.
Pereira-Filho, Edenir R.
dc.subject.por.fl_str_mv Calibration strategies
LIBS
Matrix effects
Quantitative analysis
topic Calibration strategies
LIBS
Matrix effects
Quantitative analysis
description Over the years, laser-induced breakdown spectroscopy (LIBS) has been reported in the literature as an alternative to traditional methods of analysis, becoming well established among spectroanalytical techniques. LIBS is a technique widely used for qualitative approaches; however, it is necessary considerable effort for use in quantitative analysis, mainly due to severe matrix effects. These limitations make it difficult to broaden the application of LIBS in quantitative analysis. In this sense, this review discusses recent advances in calibration strategies applied in LIBS for minimizing matrix effects and enabling determination with satisfactory accuracy and precision. Applications, advantages, and limitations of the calibration strategies, such as matrix-matching calibration (MMC), internal standardization (IS), standard addition (SA), multi-energy calibration (MEC), one-point gravimetric standard addition (OP GSA), one-point and multi-line calibration (OP MLC), slope ratio calibration (SRC), two-point calibration transfer (TP CT), single-sample calibration (SSC), multiple linear regression (MLR), principal component regression (PCR), partial least squares (PLS) and artificial neural networks (ANN) are discussed.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-01
2021-06-25T10:12:08Z
2021-06-25T10:12:08Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.21577/0103-5053.20200175
Journal of the Brazilian Chemical Society, v. 31, n. 12, p. 2439-2451, 2020.
1678-4790
0103-5053
http://hdl.handle.net/11449/205237
10.21577/0103-5053.20200175
S0103-50532020001202439
2-s2.0-85091769735
S0103-50532020001202439.pdf
url http://dx.doi.org/10.21577/0103-5053.20200175
http://hdl.handle.net/11449/205237
identifier_str_mv Journal of the Brazilian Chemical Society, v. 31, n. 12, p. 2439-2451, 2020.
1678-4790
0103-5053
10.21577/0103-5053.20200175
S0103-50532020001202439
2-s2.0-85091769735
S0103-50532020001202439.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of the Brazilian Chemical Society
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 2439-2451
application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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