Assessing Global Water Quality: A Review of Monitoring Techniques and Emerging Contaminants
DOI:
https://doi.org/10.69968/ijisem.2025v4i2253-258Keywords:
Emerging contaminants (ECs), Pollutants, Global Water Quality, Monitoring Techniques, IoT-based systemsAbstract
A diverse array of unregulated pollutants that are becoming more prevalent in the environment are known as emerging contaminants (ECs). In the present day, water contamination has emerged as a global concern that impacts the majority of countries worldwide. Monitoring water quality can let authorities take prompt action by warning them of water contamination. The many studies on water quality monitoring methods and new water pollutants are reviewed in this article. It concluded that the global presence of emerging contaminants in water highlights the urgent need for advanced monitoring techniques. IoT-based systems, combined with CPS technologies, offer real-time, efficient, and cost-effective solutions for detecting and managing water quality. While traditional methods provide essential physicochemical data, integrating modern approaches enables early detection, remote access, and deeper insights into pollutant sources. These innovations are crucial for sustainable water resource management and environmental protection worldwide.
References
[1] D. Kumar, R. Kumar, M. Sharma, A. Awasthi, and M. Kumar, "Global water quality indices: Development, implications, and limitations," Total Environ. Adv., vol. 9, no. March 2023, p. 200095, 2024,https://doi.org/10.1016/j.teadva.2023.200095
[2] A. Yusuf et al., "Monitoring of emerging contaminants of concern in the aquatic environment: A review of studies showing the application of effect-based measures," Anal. Methods, vol. 13, no. 43, pp. 5120-5143, 2021,https://doi.org/10.1039/D1AY01184G
[3] S. A. Jaywant and K. M. Arif, "Remote Sensing Techniques for Water Quality Monitoring: A Review," Sensors, vol. 24, no. 24, pp. 1-31, 2024,https://doi.org/10.3390/s24248041
[4] Zamathula Queen Sikhakhane Nwokediegwu, Onyeka Henry Daraojimba, Johnson Sunday Oliha, Alexander Obaigbena, Michael Ayorinde Dada, and Michael Tega Majemite, "Review of emerging contaminants in water: USA and African perspectives," Int. J. Sci. Res. Arch., vol. 11, no. 1, pp. 350-360, 2024,https://doi.org/10.30574/ijsra.2024.11.1.0073
[5] G. R. Disner and S. M. Tareq, "Editorial: Emerging water contaminants in developing countries: detection, monitoring, and impact of xenobiotics," Front. Water, vol. 7, pp. 2023-2025, 2025,https://doi.org/10.3389/frwa.2025.1584752
[6] H. Tazoe, "Water quality monitoring," Anal. Sci., vol. 39, no. 1, pp. 1-3, 2023,https://doi.org/10.1007/s44211-022-00215-2
[7] R. Bharsat, A. Kocharekar, and Y. Mistry, "Evaluating Drinking Water Quality Using Water Quality Parameters and Esthetic Attributes: A Statistical Approach," Int. J. Innov. Sci. Eng. Manag., 2024,https://doi.org/10.1177/11786221221075005
[8] Y. Tang et al., "Emerging pollutants in water environment: Occurrence, monitoring, fate, and risk assessment," Water Environ. Res., vol. 91, no. 10, pp. 984-991, 2019,https://doi.org/10.1002/wer.1163
[9] D. A. Kocharekar, M. R. Bharsat, S. Ansari, T. Gomes, and N. Ansari, "Comparative Analysis of Water Quality Parameters at Three Mumbai Beaches: A Statistical Approach," Int. J. Innov. Sci. Eng. Manag., pp. 55-60, 2024.
[10] X. Li, X. Shen, W. Jiang, Y. Xi, and S. Li, "Comprehensive review of emerging contaminants: Detection technologies, environmental impact, and management strategies," Ecotoxicol. Environ. Saf., vol. 278, no. March, p. 116420, 2024,https://doi.org/10.1016/j.ecoenv.2024.116420
[11] X. Wang and W. Yang, "Water quality monitoring and evaluation using remote-sensing techniques in China: A systematic review," Ecosyst. Heal. Sustain., vol. 5, no. 1, pp. 47-56, 2019,https://doi.org/10.1080/20964129.2019.1571443
[12] R. Zait, B. Sluser, D. Fighir, O. Plavan, and C. Teodosiu, "Priority Pollutants Monitoring and Water Quality Assessment in the Siret River Basin, Romania," Water (Switzerland), vol. 14, no. 1, 2022,https://doi.org/10.3390/w14010129
[13] R. M. Frincu, "Artificial intelligence in water quality monitoring: A review of water quality assessment applications," Water Qual. Res. J., vol. 60, no. 1, pp. 164-176, 2025,https://doi.org/10.2166/wqrj.2024.049
[14] R. Wang, H. Tang, R. Yang, and J. Zhang, "Emerging contaminants in water environments: progress, evolution, and prospects," Water Sci. Technol., vol. 89, no. 10, pp. 2763-2782, 2024,https://doi.org/10.2166/wst.2024.151
[15] I. Essamlali, H. Nhaila, and M. El Khaili, "Advances in machine learning and IoT for water quality monitoring: A comprehensive review," Heliyon, vol. 10, no. 6, p. e27920, 2024,https://doi.org/10.1016/j.heliyon.2024.e27920
[16] H. M. Forhad et al., "IoT based real-time water quality monitoring system in water treatment plants (WTPs)," Heliyon, vol. 10, no. 23, p. e40746, 2024,https://doi.org/10.1016/j.heliyon.2024.e40746
[17] R. Kumar et al., "A review on emerging water contaminants and the application of sustainable removal technologies," Case Stud. Chem. Environ. Eng., vol. 6, no. May, p. 100219, 2022,https://doi.org/10.1016/j.cscee.2022.100219
[18] N. Morin-Crini et al., "Worldwide cases of water pollution by emerging contaminants: a review," Environ. Chem. Lett., vol. 20, no. 4, pp. 2311-2338, 2022,https://doi.org/10.1007/s10311-022-01447-4
[19] S. N. Zainurin et al., "Advancements in Monitoring Water Quality Based on Various Sensing Methods: A Systematic Review," Int. J. Environ. Res. Public Health, vol. 19, no. 21, 2022,https://doi.org/10.3390/ijerph192114080
[20] N. Zolkefli, S. S. Sharuddin, M. Z. M. Yusoff, M. A. Hassan, T. Maeda, and N. Ramli, "A review of current and emerging approaches for water pollution monitoring," Water (Switzerland), vol. 12, no. 12, pp. 1-30, 2020,https://doi.org/10.3390/w12123417
[21] S. N. Zulkifl, H. A. Rahim, and W.-J. Lau, "Detection of contaminants in water supply: A review on state-of-the-art monitoring technologies and their applications," Sensors Actuators B Chem., no. January, 2020.
[22] U. Ahmed, R. Mumtaz, H. Anwar, S. Mumtaz, and A. M. Qamar, "Water quality monitoring: From conventional to emerging technologies," Water Sci. Technol. Water Supply, vol. 20, no. 1, pp. 28-45, 2020,https://doi.org/10.2166/ws.2019.144
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Ashay Devidas Shende

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Re-users must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. This license allows for redistribution, commercial and non-commercial, as long as the original work is properly credited.