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Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems

The presence of arsenic in groundwater constitutes a hazard for the environment and human health, and the determination of its source has become a global challenge, which can be approached by defining the natural background levels (NBL) in conjunction with the indicator kriging method, with the aim...

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Autores principales: Avila-Sandoval, Claudia, Júnez-Ferreira, Hugo, González-Trinidad, Julián, Bautista-Capetillo, Carlos, Pacheco-Guerrero, Anuard, Olmos-Trujillo, Edith
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6266600/
https://www.ncbi.nlm.nih.gov/pubmed/30373185
http://dx.doi.org/10.3390/ijerph15112374
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author Avila-Sandoval, Claudia
Júnez-Ferreira, Hugo
González-Trinidad, Julián
Bautista-Capetillo, Carlos
Pacheco-Guerrero, Anuard
Olmos-Trujillo, Edith
author_facet Avila-Sandoval, Claudia
Júnez-Ferreira, Hugo
González-Trinidad, Julián
Bautista-Capetillo, Carlos
Pacheco-Guerrero, Anuard
Olmos-Trujillo, Edith
author_sort Avila-Sandoval, Claudia
collection PubMed
description The presence of arsenic in groundwater constitutes a hazard for the environment and human health, and the determination of its source has become a global challenge, which can be approached by defining the natural background levels (NBL) in conjunction with the indicator kriging method, with the aim of delineating anthropogenically contaminated areas. However, having a unique value of NBL for large areas can generate interpretation errors. This research integrates the determination of the flow systems present in the Calera Aquifer, and the definition of the natural background levels in each flow system by making estimation maps in ArcGIS using two databases, 10 years apart, to evaluate the spatio-temporal variation of arsenic in groundwater. The results indicate a notable increase in the probability of exceeding the arsenic NBL, mainly in the intermediate flow, which may be due to movement resulting from mining activities as well as a mixture of regional and intermediate flows caused by the extraction of water for agriculture and drinking water supplies. The presented values exceed the maximum limits allowed for human consumption, as stated by the World Health Organization.
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spelling pubmed-62666002018-12-15 Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems Avila-Sandoval, Claudia Júnez-Ferreira, Hugo González-Trinidad, Julián Bautista-Capetillo, Carlos Pacheco-Guerrero, Anuard Olmos-Trujillo, Edith Int J Environ Res Public Health Article The presence of arsenic in groundwater constitutes a hazard for the environment and human health, and the determination of its source has become a global challenge, which can be approached by defining the natural background levels (NBL) in conjunction with the indicator kriging method, with the aim of delineating anthropogenically contaminated areas. However, having a unique value of NBL for large areas can generate interpretation errors. This research integrates the determination of the flow systems present in the Calera Aquifer, and the definition of the natural background levels in each flow system by making estimation maps in ArcGIS using two databases, 10 years apart, to evaluate the spatio-temporal variation of arsenic in groundwater. The results indicate a notable increase in the probability of exceeding the arsenic NBL, mainly in the intermediate flow, which may be due to movement resulting from mining activities as well as a mixture of regional and intermediate flows caused by the extraction of water for agriculture and drinking water supplies. The presented values exceed the maximum limits allowed for human consumption, as stated by the World Health Organization. MDPI 2018-10-26 2018-11 /pmc/articles/PMC6266600/ /pubmed/30373185 http://dx.doi.org/10.3390/ijerph15112374 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Avila-Sandoval, Claudia
Júnez-Ferreira, Hugo
González-Trinidad, Julián
Bautista-Capetillo, Carlos
Pacheco-Guerrero, Anuard
Olmos-Trujillo, Edith
Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems
title Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems
title_full Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems
title_fullStr Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems
title_full_unstemmed Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems
title_short Spatio-Temporal Analysis of Natural and Anthropogenic Arsenic Sources in Groundwater Flow Systems
title_sort spatio-temporal analysis of natural and anthropogenic arsenic sources in groundwater flow systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6266600/
https://www.ncbi.nlm.nih.gov/pubmed/30373185
http://dx.doi.org/10.3390/ijerph15112374
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