Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations

The design an effective treatment processes for the remediation of acid mine drainage (AMD) requires an understanding of the composition of the AMD water. The pH and elemental composition of AMD waters are site specific and are dependent on the regional geology, and environmental factors. To establi...

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Main Authors: Janet Smith, Craig Sheridan, Lizelle van Dyk, Kevin G. Harding
Format: Article
Language:English
Published: Elsevier 2022-07-01
Series:Environmental Advances
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S266676572200076X
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author Janet Smith
Craig Sheridan
Lizelle van Dyk
Kevin G. Harding
author_facet Janet Smith
Craig Sheridan
Lizelle van Dyk
Kevin G. Harding
author_sort Janet Smith
collection DOAJ
description The design an effective treatment processes for the remediation of acid mine drainage (AMD) requires an understanding of the composition of the AMD water. The pH and elemental composition of AMD waters are site specific and are dependent on the regional geology, and environmental factors. To establish the chemical and physical characteristics of two AMD sites located in the Mpumalanga coal mining region, South Africa, samples were taken between February 2018 to April 2019. These data were compared against regulatory legislation, and the potential health effects of exposure indicated. Strong correlations were noted between parameters and statistical evaluation demonstrated that electrical conductivity (EC) could be a useful correlative for prediction of total acidity, dissolved iron, and sulfur concentrations in acidic AMD waters. From these findings, empirical correlations were used to derive regression equations which were used to derive the EC values corresponding to the respective water quality limits for total dissolved solids (TDS), dissolved iron, and sulfur to provide a rapid method for testing compliance. Given the site specificity of AMD composition, this approach is intended as a proof of concept for the development of a methodology for adaption at other AMD sites. The regression equations should not be considered as universal to all AMD sites and EC should also not be used as a replacement for more complete chemical analysis.
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spelling doaj.art-32dd512da7f0446191850cd1b2f4fb0f2022-12-22T00:32:16ZengElsevierEnvironmental Advances2666-76572022-07-018100241Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrationsJanet Smith0Craig Sheridan1Lizelle van Dyk2Kevin G. Harding3Centre in Water Research and Development, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South Africa; School of Chemical and Metallurgical Engineering, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South Africa; CM Solutions Metallurgical Consultancy and Laboratories (Pty) Ltd, Pinelands Office Park, Unit T5, 1 Ardeer Road, Modderfontein 1609, South Africa; Corresponding author at: CM Solutions Metallurgical Consultancy and Laboratories (Pty) Ltd, Pinelands Office Park, Unit T5, 1 Ardeer Road, Modderfontein 1609, South AfricaCentre in Water Research and Development, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South Africa; School of Geography, Archaeology and Environmental Studies, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South AfricaCentre in Water Research and Development, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South Africa; School of Chemical and Metallurgical Engineering, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South AfricaCentre in Water Research and Development, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South Africa; School of Chemical and Metallurgical Engineering, University of the Witwatersrand, Johannesburg, Private Bag 3, Wits 2050, South AfricaThe design an effective treatment processes for the remediation of acid mine drainage (AMD) requires an understanding of the composition of the AMD water. The pH and elemental composition of AMD waters are site specific and are dependent on the regional geology, and environmental factors. To establish the chemical and physical characteristics of two AMD sites located in the Mpumalanga coal mining region, South Africa, samples were taken between February 2018 to April 2019. These data were compared against regulatory legislation, and the potential health effects of exposure indicated. Strong correlations were noted between parameters and statistical evaluation demonstrated that electrical conductivity (EC) could be a useful correlative for prediction of total acidity, dissolved iron, and sulfur concentrations in acidic AMD waters. From these findings, empirical correlations were used to derive regression equations which were used to derive the EC values corresponding to the respective water quality limits for total dissolved solids (TDS), dissolved iron, and sulfur to provide a rapid method for testing compliance. Given the site specificity of AMD composition, this approach is intended as a proof of concept for the development of a methodology for adaption at other AMD sites. The regression equations should not be considered as universal to all AMD sites and EC should also not be used as a replacement for more complete chemical analysis.http://www.sciencedirect.com/science/article/pii/S266676572200076XPhysio-chemical compositionElectrical conductivityCorrelationRegression equations
spellingShingle Janet Smith
Craig Sheridan
Lizelle van Dyk
Kevin G. Harding
Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations
Environmental Advances
Physio-chemical composition
Electrical conductivity
Correlation
Regression equations
title Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations
title_full Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations
title_fullStr Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations
title_full_unstemmed Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations
title_short Critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations
title_sort critical evaluation of the chemical composition of acid mine drainage for the development of statistical correlations linking electrical conductivity with acid mine drainage concentrations
topic Physio-chemical composition
Electrical conductivity
Correlation
Regression equations
url http://www.sciencedirect.com/science/article/pii/S266676572200076X
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