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Assessment and Mechanism of Fluoride Enrichment in Groundwater from the Hard Rock Terrain: A Multivariate Statistical Approach

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Abstract

Groundwater is only the primary source for drinking water in the northern Telangana, South India, where a number people suffers from fluorosis. With this concern a 34 groundwater samples were collected and studied to identify the occurrence, hydrochemical distribution of fluoride groundwater, using geo-statistical tool such as principal component analysis (PCA), saturation indices (SI), and correlation analysis were executed in this study. The concentration of fluoride ranges from 0.06 to 4.33 mg/L, with a mean of 1.13 mg/L and 30% of groundwater samples having above the maximum acceptable limit of 1.2 mg/L fluoride for drinking purposes. Fluoride shows a considerable relation with pH, and TDS, while fluoride also demonstrations an insignificant correlation with Ca2+. Moreover, alkaline nature, elevated HC\({\text{O}}_{3}^{ - }\), Na+ and Na+–HC\({\text{O}}_{3}^{ - }\) water type were also influenced to enhance the fluoride concentration in the groundwater. The two components from the principal components (PC) analysis reveals that chemical variable accounts for above 67% of the total variance of the groundwater chemistry. The PC-1 and PC-2 have high positive loadings reveals that the dissolution of fluoride bearing minerals like apatite and biotite are the chief source to larger concentration of fluoride in the study region groundwater. Further, groundwater also obviously approves the over-saturated with respect to calcite, fluorite, and dolomite are the major factors to upholds the enrichment of fluoride concentration, while the geogenic activities are also a principal controlling factors to influence the groundwater chemistry in the study region.

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REFERENCES

  1. N. Adimalla and S. Venkatayogi, “Mechanism of fluoride enrichment in groundwater of hard rock aquifers in Medak, Telangana State, South India,” Environ Earth Sci. 76, 45 (2017). https://doi.org/10.1007/s12665-016-6362-2

    Article  Google Scholar 

  2. N. Adimalla and S. Venkatayogi, “Geochemical characterization and evaluation of groundwater suitability for domestic and agricultural utility in semi arid region of Basara, Telangana State, South India,” Appl. Water Sci. 8, 44 (2018). https://doi.org/10.1007/s13201-018-0682-1

    Article  Google Scholar 

  3. N. Adimalla, S.K. Vasa, and P. Li, “Evaluation of groundwater quality, Peddavagu in Central Telangana (PCT), South India: an insight of controlling factors of fluoride enrichment,” Model. Earth Syst. Environ. 4 (2), 841–852 (2018a). https://doi.org/10.1007/s40808-018-0443-z

    Article  Google Scholar 

  4. A. A. Ahmed, “Fluoride in Quaternary groundwater aquifer, Nile Valley, Luxor, Egypt,” Arab. J Geosci. 7, 3069–3083 (2014). https://doi.org/10.1007/s12517-013-0962-x

    Article  Google Scholar 

  5. W. Apambire, D. Boyle and F. Michel, “Geochemistry, genesis, and health implications of fluoriferous groundwaters in the upper regions of Ghana,” Environ. Geol. 33, 13–24 (1997).

    Article  Google Scholar 

  6. APHA, Standard Methods for the Examination of Water and Wastewater, 22nd ed. (American Public Health Association, Washington, 2012).

  7. B. Ayed, I. Jmal, S. Sahal, M. Naziha, S. Salwa, B. Emna and B. Salem, “Hydrochemical characterization of groundwater using multivariate statistical analysis: the Maritime Djeffara shallow aquifer (Southeastern Tunisia),” Environ. Earth Sci. 76, 821 (2017). https://doi.org/10.1007/s12665-017-7168-6

    Article  Google Scholar 

  8. S. Ayoob and A. K. Gupta, “Fluoride in drinking water: a review on the status and stress effects,” Crit. Rev. Environ. Sci. Technol. 36, 433–487 (2006).

    Article  Google Scholar 

  9. W. Back, Hydrochemical Facies and Groundwater Flow Pattern in Northern Part of Atlantic Coastal Plain, U.S. Geol. Surv. Prof. Pap. 498A (1966).

  10. BIS, Indian Standard Specification for Drinking Water, Bureau of Indian Standards (BIS):10500 (2012).

  11. A. Cardona, A. Banning, J. J. Carrillo-Rivera, et al., “Natural controls validation for handling elevated fluoride concentrations in extraction activated Tóthian groundwater flow systems: San Luis Potosí, Mexico,” Environ, Earth Sci, 77, 121 (2018). https://doi.org/10.1007/s12665-018-7273-1

    Article  Google Scholar 

  12. CGWB Central Ground Water Board, Ministry of Water Resources, Government of India, Ground Water Brochure, Adilabad District (Andhra Pradesh Southern Region Hyderabad, 2013).

  13. G. T. Chae, S. T. Yun, M. J. Kwon, Y. S. Kim and B. Mayer, “Batch dissolution of granite and biotite in water: implication for fluorine geochemistry in groundwater,” Geochem. J. 40 (1), 95–102 (2006). https://doi.org/10.2343/geochemj.40.95

    Article  Google Scholar 

  14. G. T. Chae, S. T. Yun, B. Mayer, K. H. Kim, S. Y. Kim and J. S. Kwon, “Fluorine geochemistry in bedrock groundwater of South Korea,” Sci. Total Environ. 385 (1–3), 272–283 (2007). https://doi.org/10.1016/j.scitotenv.2007.06.038

    Article  Google Scholar 

  15. Classification of Natural Ponds and Lakes (U.S. Geological Survey, Washington, 2000).

  16. W. A. Deer, R. A. Howie and J. Zussman, An Introduction to the Rock-Forming Minerals, 2nd ed. (English Language Book Publisher, New York, 1985).

    Google Scholar 

  17. P. A. Domenico and F. W. Schwartz, Physical and Chemical Hydrogeology (Wiley, New York (1990).

    Google Scholar 

  18. W. M. Edmunds and P. L. Smedley, “Fluoride in natural waters,” Essentials of Medical Geology, Ed. by O. Selinus, (Springer, 2001), pp 311–336 (2001).

    Google Scholar 

  19. S. K. Gupta, R. D. Deshpande, M. Agarwal and B. R. Raval, “Origin of high fluoride in groundwater in the North Gujarat-Cambay region, India,” Hydrogeol. J. 13 (4), 596–605 (2005). https://doi.org/10.1007/s10040-004-0389-2

    Article  Google Scholar 

  20. B. K. Handa, “Geochemistry and genesis of fluoride containing groundwater in India,” Groundwater 13, 275–281 (1975).

    Article  Google Scholar 

  21. J. D. Hem, Study and Interpretation of the Chemical Characteristics of Natural Water, U.S. Geol. Surv. Water Supply Pap., No. 2254, (1991).

    Google Scholar 

  22. G. Huang, J. Sun, Y. Zhang, Z. Chen and F. Liu, “Impact of anthropogenic and natural processes on the evolution of groundwater chemistry in a rapidly urbanized coastal area,” South China Sci. Total Environ. 463464, 209–221 (2013).

    Article  Google Scholar 

  23. P. Kaveh, “Geochemistry and multivariate statistical analysis for fluoride occurrence in groundwater in the Kuhbanan basin, Central Iran,” Model Earth Syst. Environ. 2, 72 (2016). https://doi.org/10.1007/s40808-016-0127-5

    Article  Google Scholar 

  24. P. Li, J. Wu and H. Qian, “Assessment of groundwater quality for irrigation purposes and identification of hydrogeochemical evolution mechanisms in Pengyang County, China,” Environ. Earth Sci. 69, 2211 (2013). https://doi.org/10.1007/s12665-012-2049-5

    Article  Google Scholar 

  25. P. Li, J. Wu, H. Qian, Y. Zhang, N. Yang, L. Jing and P. Yu, “Hydrogeochemical characterization of groundwater in and around a wastewater irrigated forest in the southeastern edge of the Tengger Desert, Northwest China,” Expo Health 8, 331–348 (2016).

    Article  Google Scholar 

  26. A. Narsimha, “Elevated fluoride concentration levels in rural villages of Siddipet, Telangana State, South India,” Data in Brief 16, 693–699 (2018). doi.org/https://doi.org/10.1016/j.dib.2017.11.088

    Article  Google Scholar 

  27. A. Narsimha and S. Rajitha, “Spatial distribution and seasonal variation in fluoride enrichment in groundwater and its associated human health risk assessment in Telangana State, South India,” Human and Ecological Risk Assessment: An International Journal 24 (8), 2119–2132 (2018). https://doi.org/10.1080/10807039.2018.1438176

    Article  Google Scholar 

  28. A. Narsimha and V. Sudarshan, “Hydrogeochemistry of groundwater in Basara area, Adilabad District, Andhra Pradesh, India,” J. Appl. Geochem. 15 (2), 224–237 (2013).

    Google Scholar 

  29. A. Narsimha and V. Sudarshan, “Contamination of fluoride in groundwater and its effect on human health: a case study in hard rock aquifers of Siddipet, Telangana State, India,” Appl. Water Sci. 7, 2501–2512 (2017a). https://doi.org/10.1007/s13201-016-0441-0

    Article  Google Scholar 

  30. A. Narsimha and V. Sudarshan, “Assessment of fluoride contamination in groundwater from Basara, Adilabad District, Telangana State, India,” Appl. Water Sci. 7, 2717–2725 (2017b). https://doi.org/10.1007/s13201-016-0489-x

    Article  Google Scholar 

  31. D. L. Ozsvath, “Fluoride and environmental health: a review,” Rev. Environ. Sci. Biotechnol. 8, 59–79 (2009). https://doi.org/10.1007/s11157-008-9136-9

    Article  Google Scholar 

  32. D. L. Parkhurst and C. A. L. Appelo, User’s Guide to PHREEQC (version 2)-a Computer {rogram for Speciation, Batch-Reaction, One-Dimensional Transport, and Inverse Geochemical Calculations, United States Geological Survey. Water Resources Investigations Rep.t 99-4259, (1999).

  33. S. Parveen, J. Praveen and K. Munish, “Modelling of impact of water quality on recharging rate of storm water filter system using various kernel function based regression,” Model Earth Syst. Environ. (2018). https://doi.org/10.1007/s40808-017-0410-0

  34. N. V. Ramamohana Rao, K. S. Rao and R.D. Schuiling, “Fluorine distribution in waters of Nalgonda District, Andhra Pradesh, India,” Environ. Geol. 21, 84–89 (1993).

    Article  Google Scholar 

  35. A. Rasool, A. Farooqi, T. Xiao T et al, “A review of global outlook on fluoride contamination in groundwater with prominence on the Pakistan current situation,” Environ. Geochem. Health (2017). https://doi.org/10.1007/s10653-017-0054-z

  36. P. J. Sajil Kumar, “Geostatistical modeling of fluoride enrichment and nitrate contamination in the groundwater of Lower Bhavani Basin in Tamil Nadu, India,” Model Earth Syst. Environ. 3, 1 (2017). https://doi.org/10.1007/s40808-016-0260-1

    Article  Google Scholar 

  37. C. N. Sawyer, P. L. Mccarty and G. F. Parkin, Chemistry for Environmental Engineering and Science, (McGraw-Hill, New York, 2003).

    Google Scholar 

  38. V. S. Saxena and S. Ahmed, “Inferring the chemical parameters for the dissolution of fluoride in groundwater,” Environ. Geol. 43, 731–736 (2003).

    Article  Google Scholar 

  39. P. R. Seaber, “Cation hydrochemical facies of groundwater in the Englishtown Formation, New Jersey,” U.S. Geological Survey Prof. Pap. 450 B, 124–126 (1962).

  40. A. Shakir, K. T. Sachin, S. Aditya and S. Shashank, “Worldwide contamination of water by fluoride,” Environ. Chem. Lett. (2016). https://doi.org/10.1007/s10311-016-0563-5

  41. C. K. Singh, K. Rina, R. P. Singh, S. Shashtri, V. Kamal and S. Mukherjee, “Geochemical modeling of high fluoride concentration in groundwater of Pokhran Area of Rajasthan, India,” Bull. Environ. Contam. Toxicol. 86, 152–158 (2011). https://doi.org/10.1007/s00128-011-0192-4

    Article  Google Scholar 

  42. N. Subba Rao, M. Deepali, A. Dinakar, I. Chandana, B. Sunitha, B. Ravindra and T. Balaji, “Geochemical characteristics and controlling factors of chemical composition of groundwater in a part of Guntur district, Andhra Pradesh, India,” Environ. Earth Sci. 76, 747 (2017). https://doi.org/10.1007/s12665-017-7093-8

    Article  Google Scholar 

  43. A. K. Susheela and M. Bhatnagar, “Structural aberrations in fluorosed human teeth: Biochemical and scanning electron microscopic studies,” Curr. Sci. 77, 1677–1680 (1999).

    Google Scholar 

  44. D. K. Todd, Groundwater Hydrology, (Wiley Publications, New York, 1980).

    Google Scholar 

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ACKNOWLEDGMENTS

The author is highly thankful to the reviewers for their valuable comments and suggestions, which have helped us to improve the quality of the paper. The Author is extend his thanks to Mr. R. Shankar and Dr. M. Ramna Kumar who helped in the field work and also in various laboratory operations, in the wet chemical lab, Department of Applied Geochemistry, Osmania University.

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Narsimha Adimalla Assessment and Mechanism of Fluoride Enrichment in Groundwater from the Hard Rock Terrain: A Multivariate Statistical Approach. Geochem. Int. 58, 456–471 (2020). https://doi.org/10.1134/S0016702920040060

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