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A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh
Localized studies of arsenic (As) in Bangladesh have reached disparate conclusions regarding the impact of irrigation‐induced recharge on As concentrations in shallow (≤50 m below ground level) groundwater. We construct generalized regression models (GRMs) to describe observed spatial variations in...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4964952/ https://www.ncbi.nlm.nih.gov/pubmed/27524841 http://dx.doi.org/10.1002/2013WR014572 |
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author | Shamsudduha, Mohammad Taylor, Richard G. Chandler, Richard E. |
author_facet | Shamsudduha, Mohammad Taylor, Richard G. Chandler, Richard E. |
author_sort | Shamsudduha, Mohammad |
collection | PubMed |
description | Localized studies of arsenic (As) in Bangladesh have reached disparate conclusions regarding the impact of irrigation‐induced recharge on As concentrations in shallow (≤50 m below ground level) groundwater. We construct generalized regression models (GRMs) to describe observed spatial variations in As concentrations in shallow groundwater both (i) nationally, and (ii) regionally within Holocene deposits where As concentrations in groundwater are generally high (>10 μg L(−1)). At these scales, the GRMs reveal statistically significant inverse associations between observed As concentrations and two covariates: (1) hydraulic conductivity of the shallow aquifer and (2) net increase in mean recharge between predeveloped and developed groundwater‐fed irrigation periods. Further, the GRMs show that the spatial variation of groundwater As concentrations is well explained by not only surface geology but also statistical interactions (i.e., combined effects) between surface geology and mean groundwater recharge, thickness of surficial silt and clay, and well depth. Net increases in recharge result from intensive groundwater abstraction for irrigation, which induces additional recharge where it is enabled by a permeable surface geology. Collectively, these statistical associations indicate that irrigation‐induced recharge serves to flush mobile As from shallow groundwater. |
format | Online Article Text |
id | pubmed-4964952 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-49649522016-08-11 A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh Shamsudduha, Mohammad Taylor, Richard G. Chandler, Richard E. Water Resour Res Research Articles Localized studies of arsenic (As) in Bangladesh have reached disparate conclusions regarding the impact of irrigation‐induced recharge on As concentrations in shallow (≤50 m below ground level) groundwater. We construct generalized regression models (GRMs) to describe observed spatial variations in As concentrations in shallow groundwater both (i) nationally, and (ii) regionally within Holocene deposits where As concentrations in groundwater are generally high (>10 μg L(−1)). At these scales, the GRMs reveal statistically significant inverse associations between observed As concentrations and two covariates: (1) hydraulic conductivity of the shallow aquifer and (2) net increase in mean recharge between predeveloped and developed groundwater‐fed irrigation periods. Further, the GRMs show that the spatial variation of groundwater As concentrations is well explained by not only surface geology but also statistical interactions (i.e., combined effects) between surface geology and mean groundwater recharge, thickness of surficial silt and clay, and well depth. Net increases in recharge result from intensive groundwater abstraction for irrigation, which induces additional recharge where it is enabled by a permeable surface geology. Collectively, these statistical associations indicate that irrigation‐induced recharge serves to flush mobile As from shallow groundwater. John Wiley and Sons Inc. 2015-01-28 2015-01 /pmc/articles/PMC4964952/ /pubmed/27524841 http://dx.doi.org/10.1002/2013WR014572 Text en © 2015. The Authors. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Shamsudduha, Mohammad Taylor, Richard G. Chandler, Richard E. A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh |
title | A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh |
title_full | A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh |
title_fullStr | A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh |
title_full_unstemmed | A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh |
title_short | A generalized regression model of arsenic variations in the shallow groundwater of Bangladesh |
title_sort | generalized regression model of arsenic variations in the shallow groundwater of bangladesh |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4964952/ https://www.ncbi.nlm.nih.gov/pubmed/27524841 http://dx.doi.org/10.1002/2013WR014572 |
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