Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, Argentina

This study investigates the suitability of statistical techniques for evaluating the fluoride content and the groundwater quality from Robles Department (RD) and Banda Department (BD) in Santiago del Estero (Argentina). For the original statistical study, evaluation of nine parameters (fluoride, pH,...

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Main Authors: K. Rondano Gómez, C.E. López Pasquali, G. Paniagua González, P. Fernández Hernando, R.M. Garcinuño Martínez
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Geoscience Frontiers
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987120300670
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spelling doaj-c4556b004b41482eb93fe59a04e7dc082020-11-25T03:10:19ZengElsevierGeoscience Frontiers1674-98712020-11-0111621972205Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, ArgentinaK. Rondano Gómez0C.E. López Pasquali1G. Paniagua González2P. Fernández Hernando3R.M. Garcinuño Martínez4Departamento de Ciencias Básicas, Facultad de Ciencias Forestales, Universidad Nacional de Santiago Del Estero, Argentina; Departamento de Ciencias Analíticas, Facultad de Ciencias, Universidad Nacional de Educación a Distancia, SpainDepartamento de Química Analítica, Facultad de Agronomía y Agroindustrias, Universidad Nacional de Santiago Del Estero, ArgentinaDepartamento de Ciencias Analíticas, Facultad de Ciencias, Universidad Nacional de Educación a Distancia, Spain; Corresponding author. C/ Senda del Rey No. 9, 28040, Madrid, Spain.Departamento de Ciencias Analíticas, Facultad de Ciencias, Universidad Nacional de Educación a Distancia, SpainDepartamento de Ciencias Analíticas, Facultad de Ciencias, Universidad Nacional de Educación a Distancia, SpainThis study investigates the suitability of statistical techniques for evaluating the fluoride content and the groundwater quality from Robles Department (RD) and Banda Department (BD) in Santiago del Estero (Argentina). For the original statistical study, evaluation of nine parameters (fluoride, pH, conductivity, atmospheric and water temperature, total dissolved solids, chloride, hardness, and alkalinity) of 110 collected underground water samples from 23 dispersed rural areas was proposed. Groundwater samples were obtained by sampling taken from wells at different depths. Fluoride levels were determined by a standard colorimetric method in two seasonal periods, the dry (from April to September) and rainy (from October to March) period. The analytical results obtained for physicochemical parameters such as pH, total dissolved solids (TDS), and temperature does not reveal any notable difference between the rainy and dry seasons studied. In both seasons, the atmospheric temperature average was 22 ​°C. With respect to fluoride content, approximately 50% of the analysed groundwater samples exceeded the limit established by current legislation (1.0 ​mg/L), obtaining concentration levels in the range of 0.01–2.80 ​mg/L. This study demonstrates the usefulness of the univariate statistical method (quartiles calculation, interquartile range IQR), multivariate principal component analysis (PCA), and cluster analysis to establish a better understanding of the state of the contamination of the waters in the region studied.http://www.sciencedirect.com/science/article/pii/S1674987120300670Source water protectionSantiago del EsteroMultivariate statistical analysisFluorideSpectrophotometry
collection DOAJ
language English
format Article
sources DOAJ
author K. Rondano Gómez
C.E. López Pasquali
G. Paniagua González
P. Fernández Hernando
R.M. Garcinuño Martínez
spellingShingle K. Rondano Gómez
C.E. López Pasquali
G. Paniagua González
P. Fernández Hernando
R.M. Garcinuño Martínez
Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, Argentina
Geoscience Frontiers
Source water protection
Santiago del Estero
Multivariate statistical analysis
Fluoride
Spectrophotometry
author_facet K. Rondano Gómez
C.E. López Pasquali
G. Paniagua González
P. Fernández Hernando
R.M. Garcinuño Martínez
author_sort K. Rondano Gómez
title Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, Argentina
title_short Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, Argentina
title_full Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, Argentina
title_fullStr Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, Argentina
title_full_unstemmed Statistical evaluation of fluoride contamination in groundwater resources of Santiago del Estero Province, Argentina
title_sort statistical evaluation of fluoride contamination in groundwater resources of santiago del estero province, argentina
publisher Elsevier
series Geoscience Frontiers
issn 1674-9871
publishDate 2020-11-01
description This study investigates the suitability of statistical techniques for evaluating the fluoride content and the groundwater quality from Robles Department (RD) and Banda Department (BD) in Santiago del Estero (Argentina). For the original statistical study, evaluation of nine parameters (fluoride, pH, conductivity, atmospheric and water temperature, total dissolved solids, chloride, hardness, and alkalinity) of 110 collected underground water samples from 23 dispersed rural areas was proposed. Groundwater samples were obtained by sampling taken from wells at different depths. Fluoride levels were determined by a standard colorimetric method in two seasonal periods, the dry (from April to September) and rainy (from October to March) period. The analytical results obtained for physicochemical parameters such as pH, total dissolved solids (TDS), and temperature does not reveal any notable difference between the rainy and dry seasons studied. In both seasons, the atmospheric temperature average was 22 ​°C. With respect to fluoride content, approximately 50% of the analysed groundwater samples exceeded the limit established by current legislation (1.0 ​mg/L), obtaining concentration levels in the range of 0.01–2.80 ​mg/L. This study demonstrates the usefulness of the univariate statistical method (quartiles calculation, interquartile range IQR), multivariate principal component analysis (PCA), and cluster analysis to establish a better understanding of the state of the contamination of the waters in the region studied.
topic Source water protection
Santiago del Estero
Multivariate statistical analysis
Fluoride
Spectrophotometry
url http://www.sciencedirect.com/science/article/pii/S1674987120300670
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