Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements

Detalhes bibliográficos
Autor(a) principal: Ferreira, Edilene Cristina [UNESP]
Data de Publicação: 2015
Outros Autores: Gomes Neto, José A. [UNESP], Milori, Débora M.B.P., Ferreira, Ednaldo José, Anzano, Jesús Manuel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.sab.2015.06.002
http://hdl.handle.net/11449/177391
Resumo: Acid-base equilibria are involved in almost all the processes that occur in soil. The bioavailability of nutrients for plants, for instance, depends on the solubilization of mineral nutrients in the soil solution, which is a pH-dependent process. The determination of pH in soil solutions is usually carried out by potentiometry using a glass membrane electrode, after extracting some of the soil components with water or CaCl<inf>2</inf> solution. The present work describes a simple method for determining the pH of soil, using laser-induced breakdown spectroscopy (LIBS). Sixty samples presenting different textural composition and pH (previously determined by potentiometry) were employed. The samples were divided into a calibration set with fifty samples and a validation set with ten samples. LIBS spectra were recorded for each pelleted sample using laser pulse energy of 115 mJ. The intensities of thirty-two emission lines for Al, Ca, H, and O were used to fit a partial least squares (PLS) model. The model was validated by prediction of the pH of the validation set samples, which showed good agreement with the reference values. The prediction mean absolute error was 0.3 pH units and the root mean square error of the prediction was 0.4. These results highlight the potential of LIBS for use in other applications beyond elemental composition determinations. For soil analysis, the proposed method offers the possibility of determining pH, in addition to nutrients and contaminants, using a single LIBS measurement.
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spelling Laser-induced breakdown spectroscopy: Extending its application to soil pH measurementsLIBSPLSSoil pH determinationAcid-base equilibria are involved in almost all the processes that occur in soil. The bioavailability of nutrients for plants, for instance, depends on the solubilization of mineral nutrients in the soil solution, which is a pH-dependent process. The determination of pH in soil solutions is usually carried out by potentiometry using a glass membrane electrode, after extracting some of the soil components with water or CaCl<inf>2</inf> solution. The present work describes a simple method for determining the pH of soil, using laser-induced breakdown spectroscopy (LIBS). Sixty samples presenting different textural composition and pH (previously determined by potentiometry) were employed. The samples were divided into a calibration set with fifty samples and a validation set with ten samples. LIBS spectra were recorded for each pelleted sample using laser pulse energy of 115 mJ. The intensities of thirty-two emission lines for Al, Ca, H, and O were used to fit a partial least squares (PLS) model. The model was validated by prediction of the pH of the validation set samples, which showed good agreement with the reference values. The prediction mean absolute error was 0.3 pH units and the root mean square error of the prediction was 0.4. These results highlight the potential of LIBS for use in other applications beyond elemental composition determinations. For soil analysis, the proposed method offers the possibility of determining pH, in addition to nutrients and contaminants, using a single LIBS measurement.São Paulo State University - UNESP, Analytical Chemistry Department, Rua Prof. Francisco Degni 55Embrapa Agricultural Instrumentation, Rua XV de Novembro 1452Laser Laboratory and Environment, Faculty of Sciences, University of Zaragoza, C/. Pedro Cerbuna 12São Paulo State University - UNESP, Analytical Chemistry Department, Rua Prof. Francisco Degni 55Universidade Estadual Paulista (Unesp)Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Laser Laboratory and Environment, Faculty of Sciences, University of ZaragozaFerreira, Edilene Cristina [UNESP]Gomes Neto, José A. [UNESP]Milori, Débora M.B.P.Ferreira, Ednaldo JoséAnzano, Jesús Manuel2018-12-11T17:25:12Z2018-12-11T17:25:12Z2015-06-23info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article96-99application/pdfhttp://dx.doi.org/10.1016/j.sab.2015.06.002Spectrochimica Acta - Part B Atomic Spectroscopy, v. 110, p. 96-99.0584-8547http://hdl.handle.net/11449/17739110.1016/j.sab.2015.06.0022-s2.0-849349668592-s2.0-84934966859.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengSpectrochimica Acta - Part B Atomic Spectroscopy0,960info:eu-repo/semantics/openAccess2024-01-28T06:44:09Zoai:repositorio.unesp.br:11449/177391Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-01-28T06:44:09Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
title Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
spellingShingle Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
Ferreira, Edilene Cristina [UNESP]
LIBS
PLS
Soil pH determination
title_short Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
title_full Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
title_fullStr Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
title_full_unstemmed Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
title_sort Laser-induced breakdown spectroscopy: Extending its application to soil pH measurements
author Ferreira, Edilene Cristina [UNESP]
author_facet Ferreira, Edilene Cristina [UNESP]
Gomes Neto, José A. [UNESP]
Milori, Débora M.B.P.
Ferreira, Ednaldo José
Anzano, Jesús Manuel
author_role author
author2 Gomes Neto, José A. [UNESP]
Milori, Débora M.B.P.
Ferreira, Ednaldo José
Anzano, Jesús Manuel
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
Laser Laboratory and Environment, Faculty of Sciences, University of Zaragoza
dc.contributor.author.fl_str_mv Ferreira, Edilene Cristina [UNESP]
Gomes Neto, José A. [UNESP]
Milori, Débora M.B.P.
Ferreira, Ednaldo José
Anzano, Jesús Manuel
dc.subject.por.fl_str_mv LIBS
PLS
Soil pH determination
topic LIBS
PLS
Soil pH determination
description Acid-base equilibria are involved in almost all the processes that occur in soil. The bioavailability of nutrients for plants, for instance, depends on the solubilization of mineral nutrients in the soil solution, which is a pH-dependent process. The determination of pH in soil solutions is usually carried out by potentiometry using a glass membrane electrode, after extracting some of the soil components with water or CaCl<inf>2</inf> solution. The present work describes a simple method for determining the pH of soil, using laser-induced breakdown spectroscopy (LIBS). Sixty samples presenting different textural composition and pH (previously determined by potentiometry) were employed. The samples were divided into a calibration set with fifty samples and a validation set with ten samples. LIBS spectra were recorded for each pelleted sample using laser pulse energy of 115 mJ. The intensities of thirty-two emission lines for Al, Ca, H, and O were used to fit a partial least squares (PLS) model. The model was validated by prediction of the pH of the validation set samples, which showed good agreement with the reference values. The prediction mean absolute error was 0.3 pH units and the root mean square error of the prediction was 0.4. These results highlight the potential of LIBS for use in other applications beyond elemental composition determinations. For soil analysis, the proposed method offers the possibility of determining pH, in addition to nutrients and contaminants, using a single LIBS measurement.
publishDate 2015
dc.date.none.fl_str_mv 2015-06-23
2018-12-11T17:25:12Z
2018-12-11T17:25:12Z
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/10.1016/j.sab.2015.06.002
Spectrochimica Acta - Part B Atomic Spectroscopy, v. 110, p. 96-99.
0584-8547
http://hdl.handle.net/11449/177391
10.1016/j.sab.2015.06.002
2-s2.0-84934966859
2-s2.0-84934966859.pdf
url http://dx.doi.org/10.1016/j.sab.2015.06.002
http://hdl.handle.net/11449/177391
identifier_str_mv Spectrochimica Acta - Part B Atomic Spectroscopy, v. 110, p. 96-99.
0584-8547
10.1016/j.sab.2015.06.002
2-s2.0-84934966859
2-s2.0-84934966859.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Spectrochimica Acta - Part B Atomic Spectroscopy
0,960
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 96-99
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
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