Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods

Detalhes bibliográficos
Autor(a) principal: Silva, Sérgio Henrique Godinho
Data de Publicação: 2018
Outros Autores: Silva, Elen Alvarenga, Poggere, Giovana Clarice, Guilherme, Luiz Roberto Guimarães, Curi, Nilton
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/34335
Resumo: Portable X-ray fluorescence spectrometer (pXRF) has been recently adopted by the Soil Science community for uses in both field and laboratory, obtaining the total content of several chemical elements in a few seconds. Sulfuric acid digestion is an expensive and time-consuming laboratory analysis that provides contents of Fe2 O3 , Al2 O3 , SiO2 , TiO2 and P2 O5 , important for soil studies. Due to few pXRF studies in tropical soils, this work aimed to compare contents of Fe2 O3 , Al2 O3 , SiO2 , TiO2 and P2 O5 obtained by pXRF with sulfuric acid digestion results, and to evaluate the effects of varying forms of preparing soil samples and scanning with pXRF on the resulting values in Brazilian soils. Soils were scanned in five conditions in-field (in situ) and in laboratory, evaluating varying sample preparation methods, particle sizes and soil moisture. Four pXRF scanning operational modes were tested. Linear regressions were adjusted between results of pXRF and sulfuric acid digestion. Equations were validated with an independent set of samples. Statistical analyses compared the methods of preparing the samples. Adequate linear models reached R2 of 0.99 and 0.89 for Fe2 O3 and TiO2 , respectively. Validation promoted R2 greater than 0.97 and RMSE and ME close to zero for both oxides. Statistical differences of pXRF results were found among the methods of preparing samples. pXRF spectrometer has great potential to obtain Fe2 O3 and TiO2 content rapidly and economically with high correspondence with laboratory results of sulfuric acid digestion analysis. Varying methods of preparing the samples promote differences in the results of pXRF.
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spelling Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methodsCaracterização de solos tropicais a baixo custo e tempo usando espectrômetro portátil de fluorescência de raios-X (pXRF): Efeitos de diferentes métodos de preparo de amostrasSoil chemical propertiesProximal sensorSulfuric acid digestion analysisSoil properties predictionOxidesAtributos químicos do soloSensor próximoAnálise de digestão por ácido sulfúricoPredição de atributos do soloÓxidosPortable X-ray fluorescence spectrometer (pXRF) has been recently adopted by the Soil Science community for uses in both field and laboratory, obtaining the total content of several chemical elements in a few seconds. Sulfuric acid digestion is an expensive and time-consuming laboratory analysis that provides contents of Fe2 O3 , Al2 O3 , SiO2 , TiO2 and P2 O5 , important for soil studies. Due to few pXRF studies in tropical soils, this work aimed to compare contents of Fe2 O3 , Al2 O3 , SiO2 , TiO2 and P2 O5 obtained by pXRF with sulfuric acid digestion results, and to evaluate the effects of varying forms of preparing soil samples and scanning with pXRF on the resulting values in Brazilian soils. Soils were scanned in five conditions in-field (in situ) and in laboratory, evaluating varying sample preparation methods, particle sizes and soil moisture. Four pXRF scanning operational modes were tested. Linear regressions were adjusted between results of pXRF and sulfuric acid digestion. Equations were validated with an independent set of samples. Statistical analyses compared the methods of preparing the samples. Adequate linear models reached R2 of 0.99 and 0.89 for Fe2 O3 and TiO2 , respectively. Validation promoted R2 greater than 0.97 and RMSE and ME close to zero for both oxides. Statistical differences of pXRF results were found among the methods of preparing samples. pXRF spectrometer has great potential to obtain Fe2 O3 and TiO2 content rapidly and economically with high correspondence with laboratory results of sulfuric acid digestion analysis. Varying methods of preparing the samples promote differences in the results of pXRF.O espectrômetro portátil de fluorescência de raios-X (pXRF) foi recentemente adotado pela Ciência do Solo, para uso em campo e laboratório, para obtenção do conteúdo total de vários elementos químicos em poucos segundos. A digestão com ácido sulfúrico é uma análise laboratorial cara e demorada que fornece teores de Fe2 O3 , Al2 O3 , SiO2 , TiO2 e P2 O5 , importantes para estudos sobre solos. Devido aos poucos estudos sobre o pXRF em solos tropicais, este trabalho objetivou comparar os teores de Fe2 O3 , Al2 O3 , SiO2 , TiO2 e P2 O5 obtidos pelo pXRF com os resultados de digestão com ácido sulfúrico e avaliar os efeitos de diferentes formas de preparo de amostras de solo e leitura com o pXRF sobre seus resultados para solos brasileiros. Os solos foram submetidos a leituras com o pXRF em cinco condições, em campo (in situ) e em laboratório, avaliando variados métodos de preparo de amostras, tamanhos de partículas e umidade do solo. Quatro modos de operação do pXRF foram testados. Regressões lineares foram ajustadas entre os resultados do pXRF e digestão com ácido sulfúrico. As equações foram validadas com um conjunto independente de amostras. Análises estatísticas compararam os métodos de leitura de amostras. Modelos lineares adequados atingiram R2 de 0,99 e 0,89 para Fe2 O3 e TiO2 , respectivamente. A validação promoveu R2 maior que 0.97 e RMSE e ME próximos a zero para ambos os óxidos. Foram encontradas diferenças estatísticas dos resultados do pXRF entre os métodos de preparo de amostras. O pXRF possui um grande potencial para obter rápida e economicamente os teores de Fe2 O3 e TiO2 com elevada correspondência com os resultados laboratoriais da análise da digestão com ácido sulfúrico. Métodos variáveis de preparo das amostras promovem diferenças nos resultados de pXRF.Universidade Federal de Lavras2019-05-21T20:00:43Z2019-05-21T20:00:43Z2018info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfSILVA, S. H. G. et al. Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods. Ciência e Agrotecnologia, Lavras, v. 42, n. 1, p. 80-92, Jan./Feb. 2018.http://repositorio.ufla.br/jspui/handle/1/34335Ciência e Agrotecnologiareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessSilva, Sérgio Henrique GodinhoSilva, Elen AlvarengaPoggere, Giovana ClariceGuilherme, Luiz Roberto GuimarãesCuri, Niltoneng2019-05-21T20:00:44Zoai:localhost:1/34335Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2019-05-21T20:00:44Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
Caracterização de solos tropicais a baixo custo e tempo usando espectrômetro portátil de fluorescência de raios-X (pXRF): Efeitos de diferentes métodos de preparo de amostras
title Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
spellingShingle Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
Silva, Sérgio Henrique Godinho
Soil chemical properties
Proximal sensor
Sulfuric acid digestion analysis
Soil properties prediction
Oxides
Atributos químicos do solo
Sensor próximo
Análise de digestão por ácido sulfúrico
Predição de atributos do solo
Óxidos
title_short Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
title_full Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
title_fullStr Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
title_full_unstemmed Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
title_sort Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods
author Silva, Sérgio Henrique Godinho
author_facet Silva, Sérgio Henrique Godinho
Silva, Elen Alvarenga
Poggere, Giovana Clarice
Guilherme, Luiz Roberto Guimarães
Curi, Nilton
author_role author
author2 Silva, Elen Alvarenga
Poggere, Giovana Clarice
Guilherme, Luiz Roberto Guimarães
Curi, Nilton
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Silva, Sérgio Henrique Godinho
Silva, Elen Alvarenga
Poggere, Giovana Clarice
Guilherme, Luiz Roberto Guimarães
Curi, Nilton
dc.subject.por.fl_str_mv Soil chemical properties
Proximal sensor
Sulfuric acid digestion analysis
Soil properties prediction
Oxides
Atributos químicos do solo
Sensor próximo
Análise de digestão por ácido sulfúrico
Predição de atributos do solo
Óxidos
topic Soil chemical properties
Proximal sensor
Sulfuric acid digestion analysis
Soil properties prediction
Oxides
Atributos químicos do solo
Sensor próximo
Análise de digestão por ácido sulfúrico
Predição de atributos do solo
Óxidos
description Portable X-ray fluorescence spectrometer (pXRF) has been recently adopted by the Soil Science community for uses in both field and laboratory, obtaining the total content of several chemical elements in a few seconds. Sulfuric acid digestion is an expensive and time-consuming laboratory analysis that provides contents of Fe2 O3 , Al2 O3 , SiO2 , TiO2 and P2 O5 , important for soil studies. Due to few pXRF studies in tropical soils, this work aimed to compare contents of Fe2 O3 , Al2 O3 , SiO2 , TiO2 and P2 O5 obtained by pXRF with sulfuric acid digestion results, and to evaluate the effects of varying forms of preparing soil samples and scanning with pXRF on the resulting values in Brazilian soils. Soils were scanned in five conditions in-field (in situ) and in laboratory, evaluating varying sample preparation methods, particle sizes and soil moisture. Four pXRF scanning operational modes were tested. Linear regressions were adjusted between results of pXRF and sulfuric acid digestion. Equations were validated with an independent set of samples. Statistical analyses compared the methods of preparing the samples. Adequate linear models reached R2 of 0.99 and 0.89 for Fe2 O3 and TiO2 , respectively. Validation promoted R2 greater than 0.97 and RMSE and ME close to zero for both oxides. Statistical differences of pXRF results were found among the methods of preparing samples. pXRF spectrometer has great potential to obtain Fe2 O3 and TiO2 content rapidly and economically with high correspondence with laboratory results of sulfuric acid digestion analysis. Varying methods of preparing the samples promote differences in the results of pXRF.
publishDate 2018
dc.date.none.fl_str_mv 2018
2019-05-21T20:00:43Z
2019-05-21T20:00:43Z
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 SILVA, S. H. G. et al. Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods. Ciência e Agrotecnologia, Lavras, v. 42, n. 1, p. 80-92, Jan./Feb. 2018.
http://repositorio.ufla.br/jspui/handle/1/34335
identifier_str_mv SILVA, S. H. G. et al. Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (PXRF): effects of different sample preparation methods. Ciência e Agrotecnologia, Lavras, v. 42, n. 1, p. 80-92, Jan./Feb. 2018.
url http://repositorio.ufla.br/jspui/handle/1/34335
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Lavras
publisher.none.fl_str_mv Universidade Federal de Lavras
dc.source.none.fl_str_mv Ciência e Agrotecnologia
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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