Abstract
This study is to assess the hydrogeochemical characteristics of groundwater at the deltaic region of the Nakdong River Basin in the Busan Metropolitan City of Korea. The study area is covered by the Quaternary sedimentary deposits and the Cretaceous granites associated with unconformity. The thick sedimentary deposits consists of two aquifers, i.e., unconfined and confined aquifers on the basis of clay deposit. Groundwater samples were collected from seven boreholes: two from unconfined aquifer and five from confined aquifer systems during the wet season of 2017 year. ORP and DO indicates that the groundwater of the unconfined aquifer exists in the oxidization condition and that of the confined aquifer pertains in the reduction condition. Piper’s trilinear diagram shows CaSO4 type for groundwater of the unconfined aquifer, and NaCl type for that of the confined aquifer. Ionic concentrations of groundwater increase in the confined aquifer because of direct and reverse ion exchange processes. Carbonate weathering and evaporation are other mechanisms in the water-rock interaction. Saturation indices of dolomite and calcite are observed as oversaturated, while halite reveals undersaturation. Hierarchical cluster analysis (HCA) exhibits that cluster 1 and cluster 2 represents the properties of groundwater in unconfined and confined aquifers, respectively. Factor analysis shows that groundwater of the confined aquifer is much influenced by seawater, and includes heavy metals of iron and aluminum. Groundwater samples in unconfined and confined aquifers are located at the rock weathering and evaporation zones in the Gibbs diagram. Inverse geochemical modeling of PHREEQC code suggests that carbonate dissolution and ion exchange of major ions are the prevailing geochemical processes. This comprehensive research provides the distinguished hydrogeochemical characteristics of groundwater in confined and unconfined aquifer systems of the Nakdong River Basin in Busan City, Korea.
Similar content being viewed by others
References
Adams S, Titus R, Pietersen K, Tredoux G, Harris C (2001) Hydrochemical characteristics of aquifers near Sutherland in the Western Karoo, South Africa. J Hydrol 241:91–103
APHA (American Public Health Association) (1995) Standard methods for the examination of water and wastewater, 19th edn. American Public Health Association, Washington, DC, p 1467
Appelo CAJ, Postma D (2005) Geochemistry, groundwater and pollution, 2nd edn. Balkema, Amsterdam, p 321
Ashley RP, Lloyd JW (1978) An example of the use of factor analysis and cluster analysis in groundwater chemistry interpretation. J Hydrol 39:355–364
Belkhiri L, Boudoukha A, Mouni L, Baouz T (2010) Application of multivariate statistical methods and inverse geochemical modeling for characterization of groundwater—a case study: Ain Azel plain (Algeria) Geoderma 159 :390–398
Bose P, Sharma A (2002) Role of iron in controlling speciation and mobilization of arsenic in subsurface environment. Water Res 36(19):4916–4926
Brindha K, Pavelic P, Sotoukee T, Somphasith D, Elango L (2017) Geochemical characteristics and groundwater quality in the Vientiane Plain, Laos. Expo Health 9:89
Brown KG (1998) Assessing risk of inorganic arsenic in drinking water in the United States. Human Ecol Risk Assess 4(5):1061–1070
Chidambaram S, Anandhan P, Prasanna MV, Ramanathan AL, Srinivasamoorthy K, Senthil Kumar G (2012) Hydrogeochemical modelling for groundwater in Neyveli Aquifer, Tamil Nadu, India, using PHREEQC: a case study. Nat Resour Res 21:311–324
Chitsazan M, Aghazadeh N, Mirzaee Y, Golestan Y, Mosavi S (2017) Hydrochemical characteristics and quality assessment of urban groundwater in Urmia City. NW Iran Water Sci Technol Water Supply. https://doi.org/10.2166/ws.2017.039
Cho A, Cheong D, Kim JC, Shin S, Park YH, Katsuki K (2017) Delta formation in the Nakdong River, Korea, during the Holocene as inferred from the diatom assemblage. J Coast Res 33:67–77
Chung SY, Venkatramanan S, Park N, Rajesh R, Ramkumar T, Kim BW (2014) An assessment of selected hydrochemical parameter trend of the Nakdong River water in South Korea, using time series analyses and PCA, Environ Monit Assess (2015) 187:4192
Chung SY, Venkatramanan S, Park N, Ramkumar T, Sujitha SB, Jonathan MP (2016) Evaluation of physico-chemical parameters in water and total heavy metals in sediments at Nakdong River Basin, Korea. Environ Earth Sci 75(1):50
Chung SY, Rajesh R, Venkatramanan S (2019) Evaluation of heavy-metal contamination in groundwater using hydrogeochemical and multivariate statistical analyses. GIS and geostatistical techniques for groundwater science. https://doi.org/10.1016/B978-0-12-815413-7.00024-9. 331–346
Daniele L, Vallejo Á, Corbella M, Molina L, Pulido-Bosch A (2013) Hydrogeochemistry and geochemical simulations to assess water-rock interactions in complex carbonate aquifers: the case of Aguadulce (SE Spain). Appl Geochem 29:43–54
Datta PS, Tyagi SK (1996) Major ion chemistry of groundwater in Delhi area: chemical weathering processes and groundwater regime. Geol Soc India 47:179–188
de Caritat P, Bastrakov EN, Jaireth S, English PM, Clarke JDA, Mernagh TP, Wygralak AS, Dulfer HE, Trafford J (2019) Groundwater geo-chemistry, hydrogeology and potash mineral potential of the Lake Woods region, Northern Territory, Australia. Aust J Earth Sci 66(3):411–430
Helena B, Pardo R, Vega M, Barrado E, Fernandez JM, Fernandez L (2000) Temporal evolution of groundwater composition in an alluvial (Pisuerga river, Spain) by principal component analysis. Water Res 34:807–816
Hussein MT (2004) Hydrochemical evaluation of groundwater in the Blue Nile Basin, eastern Sudan, using conventional and multivariate techniques. Hydrogeol J 12:144–158
Iticescu C, Georgescu LP, Topa CM (2013) Assessing the Danube water quality index in the city of Galati, Romania. Carpathian Journal of Earth and Environmental Sciences 8:155–164
Jankowski J, Acworth RI (1997) Impact of debris-flow deposits on hydrogeochemical process and the development of dry land salinity in the Yass River catchment, New South Wales, Australia. Hydrogeol J 5(4):71–88
Kouping C, Jiao JJ, Huang J, Huang R (2006) Multivariate statistical evaluation of trace elements in groundwater in a coastal area in Shenzhen, China. Environ Pollut 147:771–780
Kumar D, Alappat BJ (2005) Analysis of leachate pollution index and formulation of sub-leachate pollution indices. Waste Manag Res 23(3):230–239
Kumar M, Kumari K, Singh UK, Ramanathan A (2009) Hydrogeochemical processes in the groundwater environment of Muktsar, Punjab: conventional graphical and multivariate statistical approach. Environ Geol 57(4):873–884
Lee YJ, Choi JM, Oertel GF (2008) Postglacial sea-level change of the Korean Southern Sea shelf. J Coast Res 24(4A):118–132
Li P (2016) Groundwater quality in Western China: challenges and paths forward for groundwater quality research in Western China. Expo Health 8(3):305–310
Li P-Y, Qian H, Wu J-H, Ding J (2010) Geochemical modeling of groundwater in southern plain area of Pengyang County, Ningxia, China. Water Sci and Engineering 3(3):282–291
Liu CW, Lin KH, Kuo YM (2003) Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan. Sci Total Environ 313(1–3):77–89
Maya AL, Loucks MD (1995) Solute and isotopic geochemistry and groundwater flow in the Central Wasatch Range. Utah J Hydrol 172:31–59
Mayback M (1987) Global chemical weathering of surficial rocks estimated from river dissolved loads. Am J Sci 287:401–428
McLaughlin D, Townley LLR (1996) A reassessment of the groundwater inverse problem. Water Resour Res 32(5):1131–1161
Meng SX, Maynard JB (2001) Use of multivariate analysis to formulate conceptual models of geochemical behavior: water chemical data from the Botucata Aquifer in Sao Paulo state, Brazil. J Hydrol 250:78–97
Mohamed MM, Elmahdy SI (2015) Natural and anthropogenic factors affecting groundwater quality in the eastern region of the United Arab Emirates. Arab J Geosci 8:7409
Mustapha A, Aris AZ, Juahir H, Ramli MF, Kura NU (2013) River water quality assessment using environmentric techniques: case study of Jakara River basin. Environ Sci Pollut Res 20:5630–5644
Parkhurst DL, Appelo CAJ (1999) User’s guide to PHREEQC (version 2)—a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations: geological survey. Denver, Colorado, p 312
Paul R, Brindha K, Gowrisankar G, Tan ML, Mahesh Kumar S, Tan ML (2019) Identification of hydrogeochemical processes controlling groundwater quality in Tripura, Northeast India using evaluation indices, GIS, and multivariate statistical methods. Environ Earth Sci 78:470
Pereira HG, Renca S, Sataiva J (2003) A case study on geochemical anomaly identification through principal component analysis supplementary projection. Appl Geochem 18:37–44
Prasanna MV, Chidambaram S, Thilagavathi R, Thivya C, Venkatramanan S, Murali Krishnan N (2019) A statistical approach to identify the temporal and spatial variations in the geochemical process of a coastal aquifer, South East Coast of India. GIS and Geostatistical Techniques for Groundwater, p.223–235, https://doi.org/10.1016/B978-0-12-815413-7.00016-X
Rajesh R, Brindha K, Murugan R, Elango L (2012) Influence of hydrogeochemical processes on temporal changes in groundwater quality in a part of Nalgonda district, Andhra Pradesh, India. Environ Earth Sci 65:1203–1213
Razack M, Dazy J (1990) Hydrochemical characterization of groundwater mixing in sedimentary and metamorphic reservoirs with combined use of Piper’s principle and factor analysis. J Hydrol 114(3–4):371–393
Srivastava SK, Ramanathan AL (2008) Geochemical assessment of groundwater quality in vicinity of Bhalswa Landfill, Delhi, India. Using Graph Multivar Stat Methods Environ Geol 53:1509–1528
Stark JR, Hanson PE, Goldstein RM, Fallon JD, Fong AL, Kroening SE, Andrews WJ (2000) Water quality in the Upper Mississippi River Basin, Minnesota, Wisconsin, South Dakota. United States Geological Survey, Circular 1211:1995–1998
StatSoft (2015) STATISTICA ver 9. http://www.statsoft.com
Sun NZ (1994) Inverse problems in groundwater modeling. Publishers, Kluwer Academic
Thilagavathi R, Chidambaram S, Thivya C, Tirumalesh K, Venkatramanan S, Pethaperumal S, Prasanna MV, Ganesh N (2019) Influence of variations in rainfall pattern on the hydrogeochemistry of coastal groundwater—an outcome of periodic observation. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-019-05962-w
Venkatramanan S, Chung SY, Lee SY, Park N (2014) Assessment of river water quality via environmentric multivariate statistical tools and water quality index: a case study of Nakdong River Basin, Korea. Carpathian J Earth Environ Sci 9(2):125–132
Venkatramanan S, Chung SY, Selvam S, Son JH, Kim YJ (2017) Interrelationship between geochemical elements of sediment and groundwater at Samrak Park Delta of Nakdong River Basin in Korea: multivariate statistical analyses and artificial neural network approaches. Environ Earth Sci 76:456
Vetrimurugan E, Brindha K, Sithole B, Elango L (2017) Spatial interpolation methods and geostatistics for mapping groundwater contamination in a coastal area. Environ Sci Pollut Res 24:11601. https://doi.org/10.1007/s11356-017-8681-6
Walker BR, Jolly LD, Cook PG (1991) A new chloride leaching approach to the estimation of diffuse recharge following a change in land use. J Hydrol 128:49–67
Werner A, Bakker M, Post VEA, Vandenbohede A, Lu C, Ataie-Ashtiani B, Simmons CT, Barry DA (2013) Seawater intrusion processes, investigation and management: recent advances and future challenges. Adv. Water Resour 51:3–26
Wu J, Sun Z (2016) Evaluation of shallow groundwater contamination and associated human health risk in an alluvial plain impacted by agricultural and industrial activities, mid-west China. Expo Health 8(3):311–329
Wu J, Li P, Qian H, Duan Z, Zhang X (2014) Using correlation and multivariate statistical analysis to identify hydrogeochemical processes affecting the major ion chemistry of waters: case study in Laoheba phosphorite mine in Sichuan, China. Arab J Geosci 7(10):3973–3982
Yaouti FE, Mandour AE, Khattach D, Benavente J, Kaufmann O (2009) Salinization processes in the unconfined aquifer of Bou-Areg (NE Morocco): a geostatistical, geochemical, and tomographic study. Appl Geochem 24:16–31
Yoo DG, Kim SP, Changa TS, Konga GS, Kanga NK, Kwonb YK, Namc SL, Park SC (2014a) Late Quaternary inner shelf deposits in response to late Pleistocene–Holocene Sea level changes: Nakdong River. SE Korea, Quaternary Inter 344:156–169
Yoo DG, Kim SP, Lee CW, Chang TS, Kang NK, Lee GS (2014b) Late Quaternary transgressive deposits in a low-gradient environmental setting: Korea Strait shelf, SE Korea, Quaternary Inter, 344:143–155
Zaki SR, Redwan M, Masoud AM, Ahmed A, Moneim A (2019) Chemical characteristics and assessment of groundwater quality in Halayieb area, southeastern part of the Eastern Desert, Egypt. Geosci J 1:149–164
Zhu C, Anderson G (2002) Environmental applications of geochemical modeling. Cambridge University Press, Cambridge, p 284
Acknowledgements
This research was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2019R1D1A3A03103683), and also supported by a grant (code15AWMP-B066761-03) from AWMP Program funded by the Ministry of Land, Infrastructure and Transport of Korean government.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible editor: Philippe Garrigues
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Chung, S.Y., Rajendran, R., Senapathi, V. et al. Processes and characteristics of hydrogeochemical variations between unconfined and confined aquifer systems: a case study of the Nakdong River Basin in Busan City, Korea. Environ Sci Pollut Res 27, 10087–10102 (2020). https://doi.org/10.1007/s11356-019-07451-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-019-07451-6