Water pollution control and revitalization using advanced technologies: Uncovering artificial intelligence options towards environmental health protection, sustainability and water security

被引:31
作者
Nti, Emmanuel Kwame [1 ,2 ,3 ]
Cobbina, Samuel Jerry [3 ]
Attafuah, Eunice Efua [4 ]
Senanu, Lydia Dziedzorm [1 ,2 ,3 ]
Amenyeku, Gloria [1 ,2 ,3 ]
Gyan, Michael Amoah [5 ]
Forson, Dorcas [6 ]
Safo, Abdul-Rafiw [7 ]
机构
[1] Univ Dev Studies UDS, West African Ctr Water Irrigat & Sustainable Agr W, Nyankpala Campus, Tamale, Ghana
[2] Univ Dev Studies UDS, World Bank African Ctr Excellence Dev Impact ACE I, Nyankpala Campus, Tamale, Ghana
[3] Univ Dev Studies UDS, Dept Environm & Sustainabil Sci, Fac Nat Resources & Environm, Nyankpala Campus, Tamale, Ghana
[4] Kwame Nkrumah Univ Sci & Technol KNUST, Reg Water & Environm Sanitat Ctr Kumasi RWESCK Wor, Dept Civil Engn, Kumasi, Ghana
[5] Univ Cape Coast, Dept Hist, Cape Coast, Ghana
[6] Univ Educ, Dept Integrated Sci Educ, Winneba, Ghana
[7] Kwame Nkrumah Univ Sci & Technol KNUST, Dept Geog & Rural Dev, Kumasi, Ghana
关键词
Water pollution; Pollution control; Advanced technologies; Artificial intelligence; Pra river basin; Revitalization; HEAVY-METAL IONS; ACTIVATED CARBON; ADSORPTION; REMOVAL; REMEDIATION; MANAGEMENT; STRATEGIES; KNOWLEDGE; MEMBRANE; ACID;
D O I
10.1016/j.heliyon.2023.e18170
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In Ghana, illegal mining (galamsey) activities have polluted most of the river bodies. For example, water bodies in Ghana that are polluted amounts to 60% with most of them in deteriorating condition. However, to live a sustainable life, there is the need to follow rules of environmental management, where pollution control and advanced treatment technologies are imperative. The adoption of control strategies and advanced technologies in galamsey-affected-water basins in Ghana will help provide real-time revitalization for supply of quality water. The control strategies for water pollution management and advanced technologies would particularly help utility companies in ensuring that all Ghanaians continue to get potable, reliable, and sustainable water supplies for the current and future generations. The paper covers three key control strategies for water pollution management, vis-`a-vis six major aspects of advanced technologies and the use of artificial intelligence (AI). AI based decision-making tools help optimize the use of various treatment technologies, such as adsorption, ion exchanges, electrokinetic processes, chemical precipitation, phytobial remediation, and membrane technology to effectively remove pollutants from affected water bodies. The paper also focuses on advantages and disadvantages of several advanced technologies, challenges on leveraging the technologies while identifying gaps, and possible technology roadmap. The review contributes to water quality issues in Ghana's Pra river basin by embracing AI and other cutting-edge technologies to address the current water pollution crisis and also ensure sustainable and secure water supply for future generations. This contribution is in line with the United Nations' Agenda 2030 Sustainable Development Goals' (SDGs) goal 6 (clean water and sanitation) and goal 3 (good health and well-being).
引用
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页数:13
相关论文
共 77 条
[11]   Small water bodies mapped from Sentinel-2 MSI (MultiSpectral Imager) imagery with higher accuracy [J].
Bie, Wanjuan ;
Fei, Teng ;
Liu, Xinyu ;
Liu, Huizeng ;
Wu, Guofeng .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 41 (20) :7912-7930
[12]  
Braimah C., 2022, JOY NEWS NEWSFILE
[13]   Removal of chromium from electroplating industry effluents by ion exchange resins [J].
Cavaco, Sofia A. ;
Fernandes, Sandra ;
Quina, Margarida M. ;
Ferreira, Licinio M. .
JOURNAL OF HAZARDOUS MATERIALS, 2007, 144 (03) :634-638
[14]   Biomimetic dynamic membrane for aquatic dye removal [J].
Chen, Wensong ;
Mo, Jiahao ;
Du, Xing ;
Zhang, Zhien ;
Zhang, Wenxiang .
WATER RESEARCH, 2019, 151 :243-251
[15]  
Damania R., 2019, QUALITY UNKNOWN INVI
[16]   Control of biofilm formation in water using molecularly capped silver nanoparticles [J].
Dror-Ehre, A. ;
Adin, A. ;
Markovich, G. ;
Mamane, H. .
WATER RESEARCH, 2010, 44 (08) :2601-2609
[17]  
Duncan AE, 2018, Environmental Nanotechnology Monitoring & Management, V10, P264, DOI [10.1016/j.enmm.2018.06.003, 10.1016/j.enmm.2018.06.003, DOI 10.1016/J.ENMM.2018.06.003]
[18]   Functional Mesoporous Metal-Organic Frameworks for the Capture of Heavy Metal Ions and Size-Selective Catalysis [J].
Fang, Qian-Rong ;
Yuan, Da-Qian ;
Sculley, Julian ;
Li, Jian-Rong ;
Han, Zheng-Bo ;
Zhou, Hong-Cai .
INORGANIC CHEMISTRY, 2010, 49 (24) :11637-11642
[19]   Removal of heavy metal ions from wastewaters: A review [J].
Fu, Fenglian ;
Wang, Qi .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2011, 92 (03) :407-418
[20]  
Gupta VK, 2013, ENVIRONMENTAL WATER: ADVANCES IN TREATMENT, REMEDIATION AND RECYCLING, P29, DOI 10.1016/B978-0-444-59399-3.00002-7