Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.

Detalhes bibliográficos
Autor(a) principal: CERVANTES, C.
Data de Publicação: 2024
Outros Autores: MARANGONI, B. S., NICOLODELLI, G., SENESI, G. S., VILLAS-BOAS, P. R., SILVA, C. S., NOGUEIRA, A. R. de A., BENITES, V. M., MILORI, D. M. B. P.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1169485
https://doi.org/10.3390/min14111109
Resumo: A low-cost laser-induced breakdown spectroscopy (LIBS) instrument equipped with a charge-coupled device (CCD) was tested in the atmospheric environment for the quantification of K, Ca, Mg, and Mn in some organo–mineral fertilizers, mineral P fertilizers, and rock fertilizers of various compositions and origins, using flame atomic absorption spectrometry (FAAS) as the reference technique. The correlation analysis performed between each CCD pixel and the corresponding element concentration measured by FAAS allowed to choose the most appropriate K, Ca, Mg and Mn emission lines for LIBS analysis. The normalization process applied to LIBS spectra to correct physical matrix effects and small fluctuations was able to increase the linear correlation of the calibration curves between LIBS data and FAAS data by an average of 0.15 points of the R-value for all elements of interest. The R values of calibration curves were 0.97, 0.96, 0.86 and 0.84, for K, Ca, Mg and Mn, respectively. The limits of detection (LOD) were 66 mg/kg (K), 35 mg/kg (Ca), 5.4 mg/kg (Mg) and 0.8 mg/kg (Mn) when using LIBS in the quantification model. The cross-validation (leave-one-out) analysis yielded an absolute average error of 12% (K), 21% (Ca), 8% (Mg) and 13% (Mn) when LIBS data were correlated to FAAS ones. These results showed that the calibration models used were close to the optimization limit and satisfactory for K, Ca, Mg, and Mn quantification in the fertilizers and rocks examined.
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spelling Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.LIBSOrganic-phosphate fertilizersPhosphate fertilizersFAASFertilizante FosfatadoA low-cost laser-induced breakdown spectroscopy (LIBS) instrument equipped with a charge-coupled device (CCD) was tested in the atmospheric environment for the quantification of K, Ca, Mg, and Mn in some organo–mineral fertilizers, mineral P fertilizers, and rock fertilizers of various compositions and origins, using flame atomic absorption spectrometry (FAAS) as the reference technique. The correlation analysis performed between each CCD pixel and the corresponding element concentration measured by FAAS allowed to choose the most appropriate K, Ca, Mg and Mn emission lines for LIBS analysis. The normalization process applied to LIBS spectra to correct physical matrix effects and small fluctuations was able to increase the linear correlation of the calibration curves between LIBS data and FAAS data by an average of 0.15 points of the R-value for all elements of interest. The R values of calibration curves were 0.97, 0.96, 0.86 and 0.84, for K, Ca, Mg and Mn, respectively. The limits of detection (LOD) were 66 mg/kg (K), 35 mg/kg (Ca), 5.4 mg/kg (Mg) and 0.8 mg/kg (Mn) when using LIBS in the quantification model. The cross-validation (leave-one-out) analysis yielded an absolute average error of 12% (K), 21% (Ca), 8% (Mg) and 13% (Mn) when LIBS data were correlated to FAAS ones. These results showed that the calibration models used were close to the optimization limit and satisfactory for K, Ca, Mg, and Mn quantification in the fertilizers and rocks examined.CESAR CERVANTES, UNIVERSIDADE DE SÃO PAULO; BRUNO S. MARANGONI, UNIVERSIDADE FEDERAL DE MATO GROSSO DE SUL; GUSTAVO NICOLODELLI, UNIVERSIDADE FEDERAL DE SANTA CATARINA; GIORGIO S. SENESI, CONSIGLIO NAZIONALE DELLE RICERCHE; PAULINO RIBEIRO VILLAS BOAS, CNPDIA; CAROLINE S. SILVA, UNIVERSIDADE FEDERAL DE SÃO CARLOS; ANA RITA DE ARAUJO NOGUEIRA, CPPSE; VINICIUS M. BENITES, EMBRAPA SOLOS, RUA JARDIM BOTÂNICO 1024, RIO DE JANEIRO 22460-000, RJ, BRAZIL; DEBORA MARCONDES BASTOS PEREIRA, CNPDIA.CERVANTES, C.MARANGONI, B. S.NICOLODELLI, G.SENESI, G. S.VILLAS-BOAS, P. R.SILVA, C. S.NOGUEIRA, A. R. de A.BENITES, V. M.MILORI, D. M. B. P.2024-11-25T19:46:58Z2024-11-25T19:46:58Z2024-11-252024info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleMinerals, v. 14, n. 11, 1109, 2024.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1169485https://doi.org/10.3390/min14111109enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2024-11-25T19:46:58Zoai:www.alice.cnptia.embrapa.br:doc/1169485Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542024-11-25T19:46:58Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
title Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
spellingShingle Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
CERVANTES, C.
LIBS
Organic-phosphate fertilizers
Phosphate fertilizers
FAAS
Fertilizante Fosfatado
title_short Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
title_full Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
title_fullStr Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
title_full_unstemmed Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
title_sort Laser-induced breakdown spectroscopy applied to the quantification of K, Ca, Mg and Mn nutrients in organo-mineral, mineral P fertilizers and rock fertilizers.
author CERVANTES, C.
author_facet CERVANTES, C.
MARANGONI, B. S.
NICOLODELLI, G.
SENESI, G. S.
VILLAS-BOAS, P. R.
SILVA, C. S.
NOGUEIRA, A. R. de A.
BENITES, V. M.
MILORI, D. M. B. P.
author_role author
author2 MARANGONI, B. S.
NICOLODELLI, G.
SENESI, G. S.
VILLAS-BOAS, P. R.
SILVA, C. S.
NOGUEIRA, A. R. de A.
BENITES, V. M.
MILORI, D. M. B. P.
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv CESAR CERVANTES, UNIVERSIDADE DE SÃO PAULO; BRUNO S. MARANGONI, UNIVERSIDADE FEDERAL DE MATO GROSSO DE SUL; GUSTAVO NICOLODELLI, UNIVERSIDADE FEDERAL DE SANTA CATARINA; GIORGIO S. SENESI, CONSIGLIO NAZIONALE DELLE RICERCHE; PAULINO RIBEIRO VILLAS BOAS, CNPDIA; CAROLINE S. SILVA, UNIVERSIDADE FEDERAL DE SÃO CARLOS; ANA RITA DE ARAUJO NOGUEIRA, CPPSE; VINICIUS M. BENITES, EMBRAPA SOLOS, RUA JARDIM BOTÂNICO 1024, RIO DE JANEIRO 22460-000, RJ, BRAZIL; DEBORA MARCONDES BASTOS PEREIRA, CNPDIA.
dc.contributor.author.fl_str_mv CERVANTES, C.
MARANGONI, B. S.
NICOLODELLI, G.
SENESI, G. S.
VILLAS-BOAS, P. R.
SILVA, C. S.
NOGUEIRA, A. R. de A.
BENITES, V. M.
MILORI, D. M. B. P.
dc.subject.por.fl_str_mv LIBS
Organic-phosphate fertilizers
Phosphate fertilizers
FAAS
Fertilizante Fosfatado
topic LIBS
Organic-phosphate fertilizers
Phosphate fertilizers
FAAS
Fertilizante Fosfatado
description A low-cost laser-induced breakdown spectroscopy (LIBS) instrument equipped with a charge-coupled device (CCD) was tested in the atmospheric environment for the quantification of K, Ca, Mg, and Mn in some organo–mineral fertilizers, mineral P fertilizers, and rock fertilizers of various compositions and origins, using flame atomic absorption spectrometry (FAAS) as the reference technique. The correlation analysis performed between each CCD pixel and the corresponding element concentration measured by FAAS allowed to choose the most appropriate K, Ca, Mg and Mn emission lines for LIBS analysis. The normalization process applied to LIBS spectra to correct physical matrix effects and small fluctuations was able to increase the linear correlation of the calibration curves between LIBS data and FAAS data by an average of 0.15 points of the R-value for all elements of interest. The R values of calibration curves were 0.97, 0.96, 0.86 and 0.84, for K, Ca, Mg and Mn, respectively. The limits of detection (LOD) were 66 mg/kg (K), 35 mg/kg (Ca), 5.4 mg/kg (Mg) and 0.8 mg/kg (Mn) when using LIBS in the quantification model. The cross-validation (leave-one-out) analysis yielded an absolute average error of 12% (K), 21% (Ca), 8% (Mg) and 13% (Mn) when LIBS data were correlated to FAAS ones. These results showed that the calibration models used were close to the optimization limit and satisfactory for K, Ca, Mg, and Mn quantification in the fertilizers and rocks examined.
publishDate 2024
dc.date.none.fl_str_mv 2024-11-25T19:46:58Z
2024-11-25T19:46:58Z
2024-11-25
2024
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 Minerals, v. 14, n. 11, 1109, 2024.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1169485
https://doi.org/10.3390/min14111109
identifier_str_mv Minerals, v. 14, n. 11, 1109, 2024.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1169485
https://doi.org/10.3390/min14111109
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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