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 inEnvironmental earth sciences Vol. 77; no. 18; pp. 1 - 10
Main Authors Yu, Zhi-Qiang, Amano, Hiroki, Nakagawa, Kei, Berndtsson, Ronny
Format Journal Article
LanguageEnglish
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.
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
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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
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References Nguyen, Kawamura, Tong, Nakagawa, Amaguchi, Gilbuena (CR21) 2015; 522
Jiang, Wan, Ge, Cao, Hou, Hu, Wang, Li, Liang (CR10) 2012; 48
Güler, Thyne, McCray, Turner (CR8) 2002; 10
Schoeller, Brown (CR25) 1972
Kohonen (CR16) 2001
Jiang, Wan, Wang, Yin, Fu, Lin (CR11) 2014; 41
Aiuppa, Bellomo, Brusca, D’Alessandro, Federico (CR1) 2003; 18
Singhal, Gupta (CR26) 2010
Kohonen (CR15) 1982; 43
Nakagawa, Amano, Asakura, Berndtsson (CR19) 2016; 75
Piper (CR24) 1944; 25
Banoeng-Yakubo, Yidana, Nti (CR2) 2009; 13
Yu, Song, Liu, Pan, Xiang, Qian (CR32) 2014; 113
Hentati, Kawamura, Amaguchi, Iseri (CR9) 2010; 122
Brown (CR3) 1998
Jiang, Wan, Wang, Wang, Wang, Wang, Zhang, Zhang, Zhao (CR12) 2018
Cloutier, Lefebvre, Therrien, Savard (CR6) 2008; 353
Choi, Yun, Kim, Kim, Kim, Koh (CR5) 2014; 137
Wang, Wörman, Bresciani, Wan, Wang, Jiang (CR30) 2016; 543
García, González (CR7) 2004; 17
Morell, Giménez, Esteller (CR18) 1996; 177
Nishiyama, Endo, Jinno, Betracchi Uvo, Olsson, Berndtsson (CR22) 2007; 83
CR28
Chebotarev (CR4) 1955; 8
Jin, Kawamura, Park, Nakagawa, Amaguchi, Olsson (CR13) 2011; 13
Wang, Jiang, Wan, Han, Guo (CR29) 2015; 527
Montcoudiol, Molson, Lemieux (CR17) 2015; 23
CR23
Yin, Hou, Su, Wang, Dong, Hao, Wang (CR31) 2011; 19
Sun (CR27) 2010
Nakagawa, Amano, Kawamura, Berndtsson (CR20) 2017; 48
Kalteh, Berndtsson (CR14) 2007; 52
H Wang (7816_CR29) 2015; 527
AM Kalteh (7816_CR14) 2007; 52
FQ Sun (7816_CR27) 2010
7816_CR28
K Nakagawa (7816_CR19) 2016; 75
7816_CR23
L Yin (7816_CR31) 2011; 19
T Kohonen (7816_CR15) 1982; 43
BY Choi (7816_CR5) 2014; 137
YH Jin (7816_CR13) 2011; 13
XW Jiang (7816_CR11) 2014; 41
K Nishiyama (7816_CR22) 2007; 83
XW Jiang (7816_CR10) 2012; 48
C Güler (7816_CR8) 2002; 10
JZ Wang (7816_CR30) 2016; 543
A Hentati (7816_CR9) 2010; 122
H Yu (7816_CR32) 2014; 113
C Brown (7816_CR3) 1998
TT Nguyen (7816_CR21) 2015; 522
A Aiuppa (7816_CR1) 2003; 18
AM Piper (7816_CR24) 1944; 25
N Montcoudiol (7816_CR17) 2015; 23
HL García (7816_CR7) 2004; 17
B Banoeng-Yakubo (7816_CR2) 2009; 13
V Cloutier (7816_CR6) 2008; 353
L Morell (7816_CR18) 1996; 177
BBS Singhal (7816_CR26) 2010
XW Jiang (7816_CR12) 2018
II Chebotarev (7816_CR4) 1955; 8
T Kohonen (7816_CR16) 2001
K Nakagawa (7816_CR20) 2017; 48
H Schoeller (7816_CR25) 1972
References_xml – volume: 17
  start-page: 215
  issue: 3
  year: 2004
  end-page: 225
  ident: CR7
  article-title: Self-organizing map and clustering for wastewater treatment monitoring
  publication-title: Eng Appl Artif Intell
  doi: 10.1016/j.engappai.2004.03.004
  contributor:
    fullname: González
– volume: 23
  start-page: 377
  issue: 2
  year: 2015
  end-page: 396
  ident: CR17
  article-title: Groundwater geochemistry of the Outaouais Region (Québec Canada): a regional-scale study
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-014-1190-5
  contributor:
    fullname: Lemieux
– volume: 13
  start-page: 55
  issue: 1
  year: 2009
  end-page: 63
  ident: CR2
  article-title: Hydrochemical analysis of groundwater using multivariate statistical methods—the Volta region, Ghana
  publication-title: KSCE J Civ Eng
  doi: 10.1007/s12205-009-0055-2
  contributor:
    fullname: Nti
– volume: 83
  start-page: 185
  issue: 2–4
  year: 2007
  end-page: 200
  ident: CR22
  article-title: Identification of typical synoptic patterns causing heavy rainfall in the rainy season in Japan by a Self-Organizing Map
  publication-title: Atmos Res
  doi: 10.1016/j.atmosres.2005.10.015
  contributor:
    fullname: Berndtsson
– volume: 8
  start-page: 22
  issue: 1–2
  year: 1955
  end-page: 48
  ident: CR4
  article-title: Metamorphism of natural waters in the crust of weathering-1
  publication-title: Geochim Cosmochim Acta
  doi: 10.1016/0016-7037(55)90015-6
  contributor:
    fullname: Chebotarev
– volume: 13
  start-page: 2886
  issue: 10
  year: 2011
  end-page: 2894
  ident: CR13
  article-title: Spatiotemporal classification of environmental monitoring data in the Yeongsan River basin, Korea, using self-organizing maps
  publication-title: J Environ Monit
  doi: 10.1039/C1EM10132C
  contributor:
    fullname: Olsson
– volume: 19
  start-page: 429
  issue: 2
  year: 2011
  end-page: 443
  ident: CR31
  article-title: Isotopes (δD and δ O) in precipitation, groundwater and surface water in the Ordos Plateau, China: implications with respect to groundwater recharge and circulation
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-010-0671-4
  contributor:
    fullname: Wang
– volume: 122
  start-page: 56
  issue: 1–2
  year: 2010
  end-page: 64
  ident: CR9
  article-title: Evaluation of sedimentation vulnerability at small hillside reservoirs in the semi-arid region of Tunisia using the Self-Organizing Map
  publication-title: Geomorphology
  doi: 10.1016/j.geomorph.2010.05.013
  contributor:
    fullname: Iseri
– volume: 25
  start-page: 914
  issue: 6
  year: 1944
  end-page: 928
  ident: CR24
  article-title: A graphic procedure in the geo chemical interpretation of water analysis
  publication-title: Trans Am Geophys Union
  doi: 10.1029/TR025i006p00914
  contributor:
    fullname: Piper
– volume: 527
  start-page: 433
  year: 2015
  end-page: 441
  ident: CR29
  article-title: Hydrogeochemical characterization of groundwater flow systems in the discharge areas of a river basin
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2015.04.063
  contributor:
    fullname: Guo
– volume: 48
  start-page: W12502
  issue: 12
  year: 2012
  ident: CR10
  article-title: A quantitative study on accumulation of age mass around stagnation points in nested flow systems
  publication-title: Water Resour Res
  doi: 10.1029/2012WR012509
  contributor:
    fullname: Liang
– volume: 52
  start-page: 305
  issue: 2
  year: 2007
  end-page: 317
  ident: CR14
  article-title: Interpolating monthly precipitation by self-organizing map (SOM) and multilayer perceptron (MLP)
  publication-title: Hydrol Sci J
  doi: 10.1623/hysj.52.2.305
  contributor:
    fullname: Berndtsson
– year: 2010
  ident: CR26
  publication-title: Applied hydrogeology of fractured rocks
  doi: 10.1007/978-90-481-8799-7
  contributor:
    fullname: Gupta
– ident: CR23
– volume: 41
  start-page: 2812
  issue: 8
  year: 2014
  end-page: 2819
  ident: CR11
  article-title: Field identification of groundwater flow systems and hydraulic traps in drainage basins using a geophysical method
  publication-title: Geophys Res Lett
  doi: 10.1002/2014GL059579
  contributor:
    fullname: Lin
– year: 2001
  ident: CR16
  publication-title: Self-organizing maps
  doi: 10.1007/978-3-642-56927-2
  contributor:
    fullname: Kohonen
– volume: 43
  start-page: 59
  issue: 1
  year: 1982
  end-page: 69
  ident: CR15
  article-title: Self-organized formation of topologically correct feature maps
  publication-title: Biol Cybern
  doi: 10.1007/BF00337288
  contributor:
    fullname: Kohonen
– volume: 543
  start-page: 47
  year: 2016
  end-page: 58
  ident: CR30
  article-title: On the use of late-time peaks of residence time distributions for the characterization of hierarchically nested groundwater flow systems
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2016.04.034
  contributor:
    fullname: Jiang
– volume: 353
  start-page: 294
  issue: 3–4
  year: 2008
  end-page: 313
  ident: CR6
  article-title: Multivariate statistical analysis of geochemical data as indicative of the hydrogeochemical evolution of groundwater in a sedimentary rock aquifer system
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2008.02.015
  contributor:
    fullname: Savard
– volume: 113
  start-page: 79
  year: 2014
  end-page: 86
  ident: CR32
  article-title: Identifying changes in dissolved organic matter content and characteristics by fluorescence spectroscopy coupled with self-organizing map and classification and regression tree analysis during wastewater treatment
  publication-title: Chemosphere
  doi: 10.1016/j.chemosphere.2014.04.020
  contributor:
    fullname: Qian
– volume: 177
  start-page: 161
  issue: 1–3
  year: 1996
  end-page: 171
  ident: CR18
  article-title: Application of principal component analysis to the study of salinization on the Castellon Plain (Spain)
  publication-title: Sci Total Environ
  doi: 10.1016/0048-9697(95)04893-6
  contributor:
    fullname: Esteller
– year: 1998
  ident: CR3
  publication-title: Applied multivariate statistics in geohydrology and related sciences
  doi: 10.1007/978-3-642-80328-4
  contributor:
    fullname: Brown
– start-page: 457
  year: 1972
  end-page: 498
  ident: CR25
  article-title: Geochemistry of ground water
  publication-title: Ground-water studies: an international guide for research and practice
  contributor:
    fullname: Brown
– year: 2010
  ident: CR27
  publication-title: Research on groundwater circulation and environment effect of Dosit River in Ordos Basin
  contributor:
    fullname: Sun
– volume: 10
  start-page: 455
  issue: 4
  year: 2002
  end-page: 474
  ident: CR8
  article-title: Evaluation of graphical and multivariate statistical methods for classification of water chemistry data
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-002-0196-6
  contributor:
    fullname: Turner
– volume: 522
  start-page: 661
  year: 2015
  end-page: 673
  ident: CR21
  article-title: Clustering spatio-seasonal hydrogeochemical data using self-organizing maps for groundwater quality assessment in the Red River Delta, Vietnam
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2015.01.023
  contributor:
    fullname: Gilbuena
– year: 2018
  ident: CR12
  article-title: A multi-method study of regional groundwater circulation in the Ordos Plateau, NW China
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-018-1731-4
  contributor:
    fullname: Zhao
– ident: CR28
– volume: 137
  start-page: 73
  year: 2014
  end-page: 84
  ident: CR5
  article-title: Hydrogeochmical interpretation of South Korean groundwater monitoring data using self-organizing maps
  publication-title: J Geochem Explor
  doi: 10.1016/j.gexplo.2013.12.001
  contributor:
    fullname: Koh
– volume: 18
  start-page: 863
  issue: 6
  year: 2003
  end-page: 882
  ident: CR1
  article-title: Natural and anthropogenic factors affecting groundwater quality of an active volcano (Mt. Etna, Italy)
  publication-title: Appl Geochem
  doi: 10.1016/S0883-2927(02)00182-8
  contributor:
    fullname: Federico
– volume: 75
  start-page: 234
  year: 2016
  ident: CR19
  article-title: Spatial trends of nitrate pollution and groundwater chemistry in Shimabara, Nagasaki, Japan
  publication-title: Environ Earth Sci
  doi: 10.1007/s12665-015-4971-9
  contributor:
    fullname: Berndtsson
– volume: 48
  start-page: 840
  issue: 3
  year: 2017
  end-page: 850
  ident: CR20
  article-title: Classification of groundwater chemistry in Shimabara, using self-organizing maps
  publication-title: Hydrol Res
  doi: 10.2166/nh.2016.072
  contributor:
    fullname: Berndtsson
– volume: 522
  start-page: 661
  year: 2015
  ident: 7816_CR21
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2015.01.023
  contributor:
    fullname: TT Nguyen
– volume: 17
  start-page: 215
  issue: 3
  year: 2004
  ident: 7816_CR7
  publication-title: Eng Appl Artif Intell
  doi: 10.1016/j.engappai.2004.03.004
  contributor:
    fullname: HL García
– ident: 7816_CR23
– volume: 23
  start-page: 377
  issue: 2
  year: 2015
  ident: 7816_CR17
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-014-1190-5
  contributor:
    fullname: N Montcoudiol
– volume-title: Applied multivariate statistics in geohydrology and related sciences
  year: 1998
  ident: 7816_CR3
  doi: 10.1007/978-3-642-80328-4
  contributor:
    fullname: C Brown
– volume: 41
  start-page: 2812
  issue: 8
  year: 2014
  ident: 7816_CR11
  publication-title: Geophys Res Lett
  doi: 10.1002/2014GL059579
  contributor:
    fullname: XW Jiang
– volume: 8
  start-page: 22
  issue: 1–2
  year: 1955
  ident: 7816_CR4
  publication-title: Geochim Cosmochim Acta
  doi: 10.1016/0016-7037(55)90015-6
  contributor:
    fullname: II Chebotarev
– volume: 18
  start-page: 863
  issue: 6
  year: 2003
  ident: 7816_CR1
  publication-title: Appl Geochem
  doi: 10.1016/S0883-2927(02)00182-8
  contributor:
    fullname: A Aiuppa
– volume: 48
  start-page: 840
  issue: 3
  year: 2017
  ident: 7816_CR20
  publication-title: Hydrol Res
  doi: 10.2166/nh.2016.072
  contributor:
    fullname: K Nakagawa
– volume-title: Applied hydrogeology of fractured rocks
  year: 2010
  ident: 7816_CR26
  doi: 10.1007/978-90-481-8799-7
  contributor:
    fullname: BBS Singhal
– volume: 19
  start-page: 429
  issue: 2
  year: 2011
  ident: 7816_CR31
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-010-0671-4
  contributor:
    fullname: L Yin
– volume-title: Self-organizing maps
  year: 2001
  ident: 7816_CR16
  doi: 10.1007/978-3-642-56927-2
  contributor:
    fullname: T Kohonen
– volume: 177
  start-page: 161
  issue: 1–3
  year: 1996
  ident: 7816_CR18
  publication-title: Sci Total Environ
  doi: 10.1016/0048-9697(95)04893-6
  contributor:
    fullname: L Morell
– volume: 52
  start-page: 305
  issue: 2
  year: 2007
  ident: 7816_CR14
  publication-title: Hydrol Sci J
  doi: 10.1623/hysj.52.2.305
  contributor:
    fullname: AM Kalteh
– volume-title: Research on groundwater circulation and environment effect of Dosit River in Ordos Basin
  year: 2010
  ident: 7816_CR27
  contributor:
    fullname: FQ Sun
– volume: 43
  start-page: 59
  issue: 1
  year: 1982
  ident: 7816_CR15
  publication-title: Biol Cybern
  doi: 10.1007/BF00337288
  contributor:
    fullname: T Kohonen
– volume: 13
  start-page: 2886
  issue: 10
  year: 2011
  ident: 7816_CR13
  publication-title: J Environ Monit
  doi: 10.1039/C1EM10132C
  contributor:
    fullname: YH Jin
– volume: 48
  start-page: W12502
  issue: 12
  year: 2012
  ident: 7816_CR10
  publication-title: Water Resour Res
  doi: 10.1029/2012WR012509
  contributor:
    fullname: XW Jiang
– volume: 137
  start-page: 73
  year: 2014
  ident: 7816_CR5
  publication-title: J Geochem Explor
  doi: 10.1016/j.gexplo.2013.12.001
  contributor:
    fullname: BY Choi
– volume: 353
  start-page: 294
  issue: 3–4
  year: 2008
  ident: 7816_CR6
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2008.02.015
  contributor:
    fullname: V Cloutier
– ident: 7816_CR28
– volume: 83
  start-page: 185
  issue: 2–4
  year: 2007
  ident: 7816_CR22
  publication-title: Atmos Res
  doi: 10.1016/j.atmosres.2005.10.015
  contributor:
    fullname: K Nishiyama
– volume: 75
  start-page: 234
  year: 2016
  ident: 7816_CR19
  publication-title: Environ Earth Sci
  doi: 10.1007/s12665-015-4971-9
  contributor:
    fullname: K Nakagawa
– volume: 527
  start-page: 433
  year: 2015
  ident: 7816_CR29
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2015.04.063
  contributor:
    fullname: H Wang
– start-page: 457
  volume-title: Ground-water studies: an international guide for research and practice
  year: 1972
  ident: 7816_CR25
  contributor:
    fullname: H Schoeller
– volume: 543
  start-page: 47
  year: 2016
  ident: 7816_CR30
  publication-title: J Hydrol
  doi: 10.1016/j.jhydrol.2016.04.034
  contributor:
    fullname: JZ Wang
– volume: 10
  start-page: 455
  issue: 4
  year: 2002
  ident: 7816_CR8
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-002-0196-6
  contributor:
    fullname: C Güler
– volume: 113
  start-page: 79
  year: 2014
  ident: 7816_CR32
  publication-title: Chemosphere
  doi: 10.1016/j.chemosphere.2014.04.020
  contributor:
    fullname: H Yu
– year: 2018
  ident: 7816_CR12
  publication-title: Hydrogeol J
  doi: 10.1007/s10040-018-1731-4
  contributor:
    fullname: XW Jiang
– volume: 13
  start-page: 55
  issue: 1
  year: 2009
  ident: 7816_CR2
  publication-title: KSCE J Civ Eng
  doi: 10.1007/s12205-009-0055-2
  contributor:
    fullname: B Banoeng-Yakubo
– volume: 122
  start-page: 56
  issue: 1–2
  year: 2010
  ident: 7816_CR9
  publication-title: Geomorphology
  doi: 10.1016/j.geomorph.2010.05.013
  contributor:
    fullname: A Hentati
– volume: 25
  start-page: 914
  issue: 6
  year: 1944
  ident: 7816_CR24
  publication-title: Trans Am Geophys Union
  doi: 10.1029/TR025i006p00914
  contributor:
    fullname: AM Piper
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Snippet A better understanding of the hydrogeochemical evolution of groundwater in vulnerable aquifers is important for the protection of water resources. To assess...
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crossref
springer
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StartPage 1
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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