Physicochemical Analysis of Groundwater Quality In Owerri Municipal, Imo State, Nigeria Using MATLAB and ANN Models.

Year : 2024 | Volume :11 | Issue : 01 | Page : –
By

    UU Egereonu

  1. Professor, Federal University of Technology, Owerri, Nigeria P.M.B 1526, Owerri, Nigeria

Abstract

The physicochemical analysis of groundwater quality in Owerri Municipal council, Imo state, Nigeria was carried out. Fifteen water samples were randomly selected from the five villages that make up Owerri municipal council were anlayzed for physicochemical parameters using standard methods. The results from the study area showed that the temperature ranged between 26.5-28.0oC; рH ranged between 4.80-5.32. Electrical conductivity ranged between 77-166 µЅ/cm. The total dissolved solids were between 35.4-168.4mg/l; total suspended solids ranged between 4-5mg/l and alkalinity ranged between 6-10mg/l. The chloride ranged between 18.7-37.2mg/l which depicts corrosive properties of the water. The total hardness ranged between 6.0-44.4mg/l indicating soft water. Calcium hardness ranged between 3.7-38.8mg/l and magnesium hardness ranged between 2.3-5.6mg/l. Phosphate ranged between 0.18-0.40mg/l; Nitrate 18.5-114.1mg/l and Sulphate ranged between 16.1-32.7mg/l. The metallic ions like iron, lead, copper, manganese and zinc are in traces of between (0.1432-0.2166), (<0.0001-0.0711), (0.3678-1.1006), (0.01018-0.1755), (0.5716-1.3179) respectively. There is no trace of arsenic concentration. The results of the analysis carried out were compared to the World Health Organization and was found unfit for human consumption. MATLAB and ANN models were introduced using the results to ascertain the behaviour of the pollutants.
This is to protect the groundwater agricultural activities which are aimed at reducing soil acidity are recommended. This will help in increasing the pH and in reducing the corrosive nature of the groundwater. It is essential to measure and monitor the levels of nitrate pollution due to environmental and other anthropogenic imparts on periodic basis.

Keywords: Groundwater, MATLAB, ANN, Water Quality, Pollution Index

[This article belongs to Emerging Trends in Chemical Engineering(etce)]

How to cite this article: UU Egereonu.Physicochemical Analysis of Groundwater Quality In Owerri Municipal, Imo State, Nigeria Using MATLAB and ANN Models..Emerging Trends in Chemical Engineering.2024; 11(01):-.
How to cite this URL: UU Egereonu , Physicochemical Analysis of Groundwater Quality In Owerri Municipal, Imo State, Nigeria Using MATLAB and ANN Models. etce 2024 {cited 2024 Mar 30};11:-. Available from: https://journals.stmjournals.com/etce/article=2024/view=137173


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References

1.Kai Song, Xu Ren, Adam Khalifa Mohamed, Jian Liu & Fei Wang (2020). Research on Drinking-groundwater Source Safety Management Based on numerical Simulation Scientific Reports volume 10, Article number: 15481 (2020) Cite this article 3249 Accesses.
2.Hazimah Haspi Harun1, Mohamad Roslan M K1, S Nurhidayu1, Zulfa Hanan Ash’aari 2 and Faradiella Mohd Kusin2 (2021). Physicochemical analysis of groundwater and suitability for domestic utilization in Kuala Langat, Selangor. International Conference on Civil and Environmental Engineering IOP Conf. Series: Earth and Environmental Science 646 (2021) 012025 IOPPublishingdoi:10.1088/1755-1315/646/1/012025
3. Adimalla N and Qian H 2019 Ecotoxicol Environ. Saf. vol. 176, no. 126, pp. 153–161
4. Ubaka K. G., Ekwonu, A. M., Ogah J. O., et al. (2019). Effect of Pollution on the Physicochemical Characteristics of Otamiri River, Imo State. American Academic & Scholarly Research Journal. 2019, 11(4).
5. Aralu C. C., Okoye P. A. C., Abugu H. O., et al. (2022).Pollution and Water Quality Index of Boreholes within unlined waste dumpsite in Nnewi, Nigeria. Discover Water. 2022, 2(1). https://doi.org/10.1007/s43832-022-00023-9.
6. Aralu C. C., Okoye P. A. C., Abugu H. O., et al. (2023). Characterization, Sources, and Risk Assessment of PAHs in Borehole water from the vicinity of an unlined waste dumpsite in Awka, Nigeria. Scientific Report. 2023,13(1). https://doi.org/10.1038/s41598-023-36691-3.
7. Aralu C. C., Okoye P. A. C., Abugu H. O., et al. (2023).Potentially Toxic Element Contamination and Risk Assessment of Borehole Water within a Landfill in the Nnewi Metropolis. Health and Environment. 2023, 4(1):186-197. https://doi.org/10.25082/he.2023.01.001.
8. Nwugha, V. N., P. I. Okeke and U. R. Emereonye (2021). Impacts of Pollution: Leaking Septic Tanks on Groundwater Quality in Owerri Southeastern Nigeria. Chapter 8. In Current Approaches in science and Technology Research 5:103-111.eBook ISBN: 978-93-91215-53-8. https://doi.org/10.9734/bpi/Castr/v5/2521E.
9. Amadi B. A., Chikezie P. C., Okeoma H. C. (2006). Physicochemical Characteristics of Nworie River and its Effect on Liver Function on Rats. Journal of Nigeria Environmental Science. 2006, 3(3): 183-187.
10. Teshome J. Y., Gelanew A., Abayneh B. impact of Dashen Brewery Effluent on Irrigation Water Quality of Shinta in Gondar, Ethiopia. Journal of Academia and Industrial Research. 2019, 8(1): 11-15.
11. Egereonu, U. U. (2005). A Study on the Groundwater Pollution by Nitrates in the Environ, Aba, Nigeria. J. Chem. Soc. Nigeria. 30 (2), 211-218.
12. Egereonu, U. U. & Ibe, K. M. (2000). Laboratory Studies of Groundwater in Owerri and Evirons for Encrustation and Corrosion Characteristics. J. of Environmental Analysis, 5, 392-402.
13. Swayer C. N. and McCarty P. L. (1978). Chemistry for Environmental Engineering. 3rd Ed; McGraw-Hill Inc. New York, pp 351-489.
14. Egereonu, U. U. & Emeziem, D. (2006). Physicochemical analysis of selected groundwater in Rivers State, Nigeria to ascertain pollution level, encrustation and corrosion potentials. J. Chem. Soc. Nigeria. 31 (1&2), 141-146.
15. Todd, D. K. (2000). Groundwater hydrology, Wiley and Sons Inc; New York.
16. Vogel A. I. (1961). A Textbook of Inorganic Analysis, 3rd Ed; Longman, London, pp 256.
17. Technical Bulletin 27 (2000). The Analysis of Agricultural Materials. 1st Edn., Her Majesty’s Stationary Office, London, pp. 12, 41, 46 and 71.
18. Horton R. K. (1965). An Index Number Syaytem for Rating Water Quality, J. Water Pollution Control Fed. 37(3).
19. Ibe, F. C., C.E. Enyoh, A. I. Opara and B.O. Ibe (2020). Evaluation of Pollution Ststus of Groundwater Resources of Parts of Owerri Metropolis and Environs, Southeastern Nigeria, Using Health Risk and Contamination Models’. International Journal of Energy and Water Resources 4(4): 357-374.https://doi.org/10.1007/s42108-020-00071-8.
20. Victor C. Eze., Valentine I. Onwukeme, Josephat O. Ogbuagu, Chiedozie C. Aralu, Cecilia N. Aduaka and Nkechinyere J. Okoro. Evaluation of Selected Physicochemical Properties of River Otamiri, Imo State, Nigeria (2024). Health Environ, 2024, 4(1): 209-216.https://doi.org/10.25082/HE.2023.01.003.
21. Saravan, R., B. Panneerselvam and S.P. Kaliappan (2022). Effects of High Nitrates Concentration of Groundwater on Human Health and Water Quality Index in Semi-Arid Region, South India. Arabian Journal of Geosciences 15(3):242. https://doi.org/10.1007/s12517-022-09553-X.
22. Egereonu, U. U. & Odumegwu, E. (2006). Selected groundwater investigation in Cross-Rivers State of Nigeria, for encrustation and corrosion characteristics. J. Chem. Soc. Nigeria. 31(1&2), 168-175.
23. Chatterjee, K. (1979). Water Supply and Sanitary Engineering, khanna Publisher, De lhi, (2). 01-103.
24. Hallberg, G. R. & Keeney, D. R. (1992). Nitrate Regional groundwater quality, Van Nostrand Reinhold, New York, 297- 322.
25. WHO (2011). Guidelines for Drinking Water Quality, World Health Organization, Recommendation 4th Edition. http://www.Wikipedia.org/Owerri.
26. Okoro, N. J., Egereonu, U. U., Nlemchukwu B. N. C. , Egereonu J. C. Ezeokoye M. O., Igbomezie M. C. and Obiagwu I. C. (2023). Assessment of the Potability of Nworie River in Owerri Munucipal, Imo State. International Journal of Novel Research and Development (IJNRD). Volume 8, ISSN: 2456-4184 IJNRD.ORG.
27. Ubuoh E. A., Onyeizu U. R., Uzonu U. I., Okechukwu I. R. (2022). Assessment of Water Quality of the Selected Recreational Swimming Pools in Umuahia Metropolis, SouthEastern Nigeria. Umudike J Eng Technol (8): 74-87.
28. Okeke P. I. Nwugha Victor N., Nleonu E. C. Christian Ebere Enyoh and Ngozi-Olehi Linda C. (2023). Evaluation of Physicochemical and Geoelectrical Parameters of Soil and Water around Electronic Dumpsites in Selected Locations of Aba, Nigeria. Environmental Forensics. https://doi.org/10.1080/15275922.2023.2297432.


Regular Issue Subscription Original Research
Volume 11
Issue 01
Received February 1, 2024
Accepted March 26, 2024
Published March 30, 2024