Hydrogeochemical evolution of groundwater in a Quaternary sediment and Cretaceous sandstone unconfined aquifer in Northwestern China
A better understanding of the hydrogeochemical evolution of groundwater in vulnerable aquifers is important for the protection of water resources. To assess groundwater chemistry, groundwater sampling was performed from different representative aquifers in 2012–2013. A Piper trilinear diagram showed...
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Published in | Environmental earth sciences Vol. 77; no. 18; pp. 1 - 10 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.09.2018
Springer Nature B.V |
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Abstract | A better understanding of the hydrogeochemical evolution of groundwater in vulnerable aquifers is important for the protection of water resources. To assess groundwater chemistry, groundwater sampling was performed from different representative aquifers in 2012–2013. A Piper trilinear diagram showed that the groundwater types can be classified into Na–SO
4
and Na–Cl types. Only one groundwater sample was Na–HCO
3
type. The dominant cations for all samples were Na
+
. However, the dominant anions varied from HCO
3
−
to SO
4
2−
, and as well Cl
−
. The mean total dissolved solid (TDS) content of groundwater in the region was 1889 mg/L. Thus, only 20% of groundwater samples meet Chinese drinking water standards (< 1000 mg/L). Principal component analysis (PCA) combined with hierarchical cluster analysis (HCA) and self-organizing maps (SOM) were applied for the classification of the groundwater geochemistry. The three first principal components explained 58, 20, and 16% of the variance, respectively. The first component reflects sulfate minerals (gypsum, anhydrite) and halite dissolution, and/or evaporation in the shallow aquifer. The second and third components are interpreted as carbonate rock dissolution. The reason for two factors is that the different aquifers give rise to different degree of hydrogeochemical evolution (different travel distances and travel times). Identified clusters for evolution characteristic and influencing factors were confirmed by the PCA–HCA methods. Using information from eight ion components and SOM, formation mechanisms and influencing factors for the present groundwater quality were determined. |
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AbstractList | A better understanding of the hydrogeochemical evolution of groundwater in vulnerable aquifers is important for the protection of water resources. To assess groundwater chemistry, groundwater sampling was performed from different representative aquifers in 2012–2013. A Piper trilinear diagram showed that the groundwater types can be classified into Na–SO4 and Na–Cl types. Only one groundwater sample was Na–HCO3 type. The dominant cations for all samples were Na+. However, the dominant anions varied from HCO3 − to SO4 2−, and as well Cl−. The mean total dissolved solid (TDS) content of groundwater in the region was 1889 mg/L. Thus, only 20% of groundwater samples meet Chinese drinking water standards (< 1000 mg/L). Principal component analysis (PCA) combined with hierarchical cluster analysis (HCA) and self-organizing maps (SOM) were applied for the classification of the groundwater geochemistry. The three first principal components explained 58, 20, and 16% of the variance, respectively. The first component reflects sulfate minerals (gypsum, anhydrite) and halite dissolution, and/or evaporation in the shallow aquifer. The second and third components are interpreted as carbonate rock dissolution. The reason for two factors is that the different aquifers give rise to different degree of hydrogeochemical evolution (different travel distances and travel times). Identified clusters for evolution characteristic and influencing factors were confirmed by the PCA–HCA methods. Using information from eight ion components and SOM, formation mechanisms and influencing factors for the present groundwater quality were determined. A better understanding of the hydrogeochemical evolution of groundwater in vulnerable aquifers is important for the protection of water resources. To assess groundwater chemistry, groundwater sampling was performed from different representative aquifers in 2012–2013. A Piper trilinear diagram showed that the groundwater types can be classified into Na–SO4 and Na–Cl types. Only one groundwater sample was Na–HCO3 type. The dominant cations for all samples were Na+. However, the dominant anions varied from HCO3− to SO42−, and as well Cl−. The mean total dissolved solid (TDS) content of groundwater in the region was 1889 mg/L. Thus, only 20% of groundwater samples meet Chinese drinking water standards (< 1000 mg/L). Principal component analysis (PCA) combined with hierarchical cluster analysis (HCA) and self-organizing maps (SOM) were applied for the classification of the groundwater geochemistry. The three first principal components explained 58, 20, and 16% of the variance, respectively. The first component reflects sulfate minerals (gypsum, anhydrite) and halite dissolution, and/or evaporation in the shallow aquifer. The second and third components are interpreted as carbonate rock dissolution. The reason for two factors is that the different aquifers give rise to different degree of hydrogeochemical evolution (different travel distances and travel times). Identified clusters for evolution characteristic and influencing factors were confirmed by the PCA–HCA methods. Using information from eight ion components and SOM, formation mechanisms and influencing factors for the present groundwater quality were determined. A better understanding of the hydrogeochemical evolution of groundwater in vulnerable aquifers is important for the protection of water resources. To assess groundwater chemistry, groundwater sampling was performed from different representative aquifers in 2012–2013. A Piper trilinear diagram showed that the groundwater types can be classified into Na–SO 4 and Na–Cl types. Only one groundwater sample was Na–HCO 3 type. The dominant cations for all samples were Na + . However, the dominant anions varied from HCO 3 − to SO 4 2− , and as well Cl − . The mean total dissolved solid (TDS) content of groundwater in the region was 1889 mg/L. Thus, only 20% of groundwater samples meet Chinese drinking water standards (< 1000 mg/L). Principal component analysis (PCA) combined with hierarchical cluster analysis (HCA) and self-organizing maps (SOM) were applied for the classification of the groundwater geochemistry. The three first principal components explained 58, 20, and 16% of the variance, respectively. The first component reflects sulfate minerals (gypsum, anhydrite) and halite dissolution, and/or evaporation in the shallow aquifer. The second and third components are interpreted as carbonate rock dissolution. The reason for two factors is that the different aquifers give rise to different degree of hydrogeochemical evolution (different travel distances and travel times). Identified clusters for evolution characteristic and influencing factors were confirmed by the PCA–HCA methods. Using information from eight ion components and SOM, formation mechanisms and influencing factors for the present groundwater quality were determined. |
ArticleNumber | 629 |
Author | Amano, Hiroki Berndtsson, Ronny Yu, Zhi-Qiang Nakagawa, Kei |
Author_xml | – sequence: 1 givenname: Zhi-Qiang surname: Yu fullname: Yu, Zhi-Qiang organization: Graduate School of Fisheries and Environmental Sciences, Nagasaki University – sequence: 2 givenname: Hiroki surname: Amano fullname: Amano, Hiroki organization: Graduate School of Fisheries and Environmental Sciences, Nagasaki University – sequence: 3 givenname: Kei orcidid: 0000-0003-0071-0785 surname: Nakagawa fullname: Nakagawa, Kei email: kei-naka@nagasaki-u.ac.jp organization: Graduate School of Fisheries and Environmental Sciences, Nagasaki University – sequence: 4 givenname: Ronny surname: Berndtsson fullname: Berndtsson, Ronny organization: Division of Water Resources Engineering and Center for Middle Eastern Studies, Lund University |
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Cites_doi | 10.1016/j.engappai.2004.03.004 10.1007/s10040-014-1190-5 10.1007/s12205-009-0055-2 10.1016/j.atmosres.2005.10.015 10.1016/0016-7037(55)90015-6 10.1039/C1EM10132C 10.1007/s10040-010-0671-4 10.1016/j.geomorph.2010.05.013 10.1029/TR025i006p00914 10.1016/j.jhydrol.2015.04.063 10.1029/2012WR012509 10.1623/hysj.52.2.305 10.1007/978-90-481-8799-7 10.1002/2014GL059579 10.1007/978-3-642-56927-2 10.1007/BF00337288 10.1016/j.jhydrol.2016.04.034 10.1016/j.jhydrol.2008.02.015 10.1016/j.chemosphere.2014.04.020 10.1016/0048-9697(95)04893-6 10.1007/978-3-642-80328-4 10.1007/s10040-002-0196-6 10.1016/j.jhydrol.2015.01.023 10.1007/s10040-018-1731-4 10.1016/j.gexplo.2013.12.001 10.1016/S0883-2927(02)00182-8 10.1007/s12665-015-4971-9 10.2166/nh.2016.072 |
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Keywords | The Dosit River Sulfate minerals Self-organizing maps Hydrogeochemical characteristics Principal component analysis |
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SubjectTerms | Anhydrite Anions Aquifers Biogeosciences Carbonate rocks Carbonates Cations Cluster analysis Components Cretaceous Dissolution Dissolved solids Dissolving Drinking water Earth and Environmental Science Earth and Related Environmental Sciences Earth Sciences Environmental Science and Engineering Evaporation Evolution Geochemistry Geology Geovetenskap och miljövetenskap Groundwater Groundwater chemistry Groundwater quality Gypsum Halite Halites Hydrogeochemical characteristics Hydrogeochemistry Hydrology/Water Resources Minerals Natural Sciences Naturvetenskap Oceanografi, hydrologi och vattenresurser Oceanography, Hydrology, Water Resources Organic chemistry Original Article Principal component analysis Principal components analysis Quaternary Sandstone Sedimentary rocks Self organizing maps Sulfate minerals Sulfates Sulphates Terrestrial Pollution The Dosit River Travel Travel time Unconfined aquifers Water analysis Water quality Water quality standards Water resources Water sampling |
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Title | Hydrogeochemical evolution of groundwater in a Quaternary sediment and Cretaceous sandstone unconfined aquifer in Northwestern China |
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