REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS

Detalhes bibliográficos
Autor(a) principal: Rosa,Thalles R.
Data de Publicação: 2022
Outros Autores: Siqueira,Bruno M. M., Costa,Rayana A., Reis,Jadson Z. dos, Pacheco,Wagner L. S., Moura,Paulo R. G. de, Romão,Wanderson, Filgueiras,Paulo R.
Tipo de documento: Artigo
Idioma: por
Título da fonte: Química Nova (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422022000500550
Resumo: The study of the spectrum of light has increased its range of action in the field of chemistry, with the help of several advanced equipment and innovative techniques that have become a strong ally of analytical chemistry. However, the simplicity of obtaining results integrated with mobile devices appears as an interesting path to be taken in the field of chemical analysis. This work addresses the dissemination of an application called REDGIM for smartphones on the Android platform capable of working with multivariate image analysis using chemometric methods through the luminous intensities of photos and R (red), G (green) and B (blue) channels. In order to show the potential of REDGIM, we propose two applications using the partial least squares (PLS) regression method: 1) quantification of free chlorine in tap water; and 2) quantification of cannabinol, (CBN, a type of cannabinoid) in marijuana and hashish samples. The free chlorine concentration obtained for two investigated samples was 0.73 and 0.74 mg L-1 and 0.74 and 0.76 mg L-1 by the spectrophotometer and by the application (container: cuvette), respectively. For the quantification of CBN in marijuana and hashish samples, the mean concentration ranged from 6.137 to 8.823 mg mL-1. The results obtained by the application are compatible with results from traditional techniques, such as UV-Vis spectrophotometry, for example. Therefore, REDGIM was proved to be a simple and accessible technological tool for the scientific community, being viable for chemical tests of a multivariate nature.
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spelling REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLSRGBmultivariate image analysissmartphonePLSThe study of the spectrum of light has increased its range of action in the field of chemistry, with the help of several advanced equipment and innovative techniques that have become a strong ally of analytical chemistry. However, the simplicity of obtaining results integrated with mobile devices appears as an interesting path to be taken in the field of chemical analysis. This work addresses the dissemination of an application called REDGIM for smartphones on the Android platform capable of working with multivariate image analysis using chemometric methods through the luminous intensities of photos and R (red), G (green) and B (blue) channels. In order to show the potential of REDGIM, we propose two applications using the partial least squares (PLS) regression method: 1) quantification of free chlorine in tap water; and 2) quantification of cannabinol, (CBN, a type of cannabinoid) in marijuana and hashish samples. The free chlorine concentration obtained for two investigated samples was 0.73 and 0.74 mg L-1 and 0.74 and 0.76 mg L-1 by the spectrophotometer and by the application (container: cuvette), respectively. For the quantification of CBN in marijuana and hashish samples, the mean concentration ranged from 6.137 to 8.823 mg mL-1. The results obtained by the application are compatible with results from traditional techniques, such as UV-Vis spectrophotometry, for example. Therefore, REDGIM was proved to be a simple and accessible technological tool for the scientific community, being viable for chemical tests of a multivariate nature.Sociedade Brasileira de Química2022-05-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422022000500550Química Nova v.45 n.5 2022reponame:Química Nova (Online)instname:Sociedade Brasileira de Química (SBQ)instacron:SBQ10.21577/0100-4042.20170861info:eu-repo/semantics/openAccessRosa,Thalles R.Siqueira,Bruno M. M.Costa,Rayana A.Reis,Jadson Z. dosPacheco,Wagner L. S.Moura,Paulo R. G. deRomão,WandersonFilgueiras,Paulo R.por2022-07-18T00:00:00Zoai:scielo:S0100-40422022000500550Revistahttps://www.scielo.br/j/qn/ONGhttps://old.scielo.br/oai/scielo-oai.phpquimicanova@sbq.org.br1678-70640100-4042opendoar:2022-07-18T00:00Química Nova (Online) - Sociedade Brasileira de Química (SBQ)false
dc.title.none.fl_str_mv REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
title REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
spellingShingle REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
Rosa,Thalles R.
RGB
multivariate image analysis
smartphone
PLS
title_short REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
title_full REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
title_fullStr REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
title_full_unstemmed REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
title_sort REDGIM COMO APLICATIVO DE SMARTPHONE PARA APLICAÇÕES QUIMIOMÉTRICAS POR MEIO DE ANÁLISE DE IMAGENS: UM USO EM PLS
author Rosa,Thalles R.
author_facet Rosa,Thalles R.
Siqueira,Bruno M. M.
Costa,Rayana A.
Reis,Jadson Z. dos
Pacheco,Wagner L. S.
Moura,Paulo R. G. de
Romão,Wanderson
Filgueiras,Paulo R.
author_role author
author2 Siqueira,Bruno M. M.
Costa,Rayana A.
Reis,Jadson Z. dos
Pacheco,Wagner L. S.
Moura,Paulo R. G. de
Romão,Wanderson
Filgueiras,Paulo R.
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Rosa,Thalles R.
Siqueira,Bruno M. M.
Costa,Rayana A.
Reis,Jadson Z. dos
Pacheco,Wagner L. S.
Moura,Paulo R. G. de
Romão,Wanderson
Filgueiras,Paulo R.
dc.subject.por.fl_str_mv RGB
multivariate image analysis
smartphone
PLS
topic RGB
multivariate image analysis
smartphone
PLS
description The study of the spectrum of light has increased its range of action in the field of chemistry, with the help of several advanced equipment and innovative techniques that have become a strong ally of analytical chemistry. However, the simplicity of obtaining results integrated with mobile devices appears as an interesting path to be taken in the field of chemical analysis. This work addresses the dissemination of an application called REDGIM for smartphones on the Android platform capable of working with multivariate image analysis using chemometric methods through the luminous intensities of photos and R (red), G (green) and B (blue) channels. In order to show the potential of REDGIM, we propose two applications using the partial least squares (PLS) regression method: 1) quantification of free chlorine in tap water; and 2) quantification of cannabinol, (CBN, a type of cannabinoid) in marijuana and hashish samples. The free chlorine concentration obtained for two investigated samples was 0.73 and 0.74 mg L-1 and 0.74 and 0.76 mg L-1 by the spectrophotometer and by the application (container: cuvette), respectively. For the quantification of CBN in marijuana and hashish samples, the mean concentration ranged from 6.137 to 8.823 mg mL-1. The results obtained by the application are compatible with results from traditional techniques, such as UV-Vis spectrophotometry, for example. Therefore, REDGIM was proved to be a simple and accessible technological tool for the scientific community, being viable for chemical tests of a multivariate nature.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422022000500550
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422022000500550
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv 10.21577/0100-4042.20170861
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Sociedade Brasileira de Química
publisher.none.fl_str_mv Sociedade Brasileira de Química
dc.source.none.fl_str_mv Química Nova v.45 n.5 2022
reponame:Química Nova (Online)
instname:Sociedade Brasileira de Química (SBQ)
instacron:SBQ
instname_str Sociedade Brasileira de Química (SBQ)
instacron_str SBQ
institution SBQ
reponame_str Química Nova (Online)
collection Química Nova (Online)
repository.name.fl_str_mv Química Nova (Online) - Sociedade Brasileira de Química (SBQ)
repository.mail.fl_str_mv quimicanova@sbq.org.br
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