DOI: https://doi.org/10.14710/presipitasi.v22i2.647-669

Bibliometric Analysis of Water Pollution Research: Focus on Industry Impacts

Mellyzar Mellyzar orcid scopus  -  Universitas Pendidikan Indonesia, Indonesia
*Hernani Hernani scopus  -  Universitas Pendidikan Indonesia, Indonesia
Nahadi Nahadi orcid scopus  -  Universitas Pendidikan Indonesia, Indonesia
Sri Agustina orcid scopus  -  Ghent University, Belgium

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Abstract
Water pollution is a pressing global issue, particularly in regions heavily impacted by industrialization. This results in aquatic ecosystem degradation, biodiversity loss, and significant health risks from waterborne diseases and prolonged exposure to toxic pollutants. Industrial waste is a key contributor, highlighting the urgency of effective mitigation strategies. This study aimed to analyze research trends in industrial water pollution, identify knowledge gaps, and provide actionable insights for policymakers. A bibliometric analysis and literature review were conducted on 2,523 articles published between 2015 and 2024 using R software and the Biblioshiny interface. In addition, 30 highly cited articles were reviewed in-depth to explore dominant themes and advancements. The findings show a marked increase in research output, with China as the leading contributor. Key topics include the impact of industrial effluents, innovative water treatment technologies, and regulatory measures. However, significant gaps remain, particularly in interdisciplinary approaches and research on developing countries, such as Indonesia. This study recommends advancing scalable, cost-effective hybrid technologies, fostering interdisciplinary collaboration, and promoting public awareness initiatives. This study highlights the need to integrate technological, social, and policy dimensions to address industrial water pollution effectively, offering a pathway for sustainable solutions and future research directions.

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Bibliometric Analysis of Water Pollution Research: Focus on Industry Impacts
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Keywords: Water pollution research; bibliometric analysis; biblioshiny

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Section: Review Article
Language : EN
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  1. Abdallah, C.K., Cobbina, S.J., Mourad, K.A., Iddrisu, A., Ampofo, J.A., 2022, Advances in sustainable strategies for water pollution control: a systematic review. In: Rahman, I.M.M., Begum, Z.A. (Eds.), Pollution annual volume 2024. IntechOpen, Rijeka
  2. Abdullah, K.H., 2021, Four decades research on higher vocational education: a bibliometric review. Journal of vocational education studies 4, 173–187
  3. Abdullah, K.H., 2022, Publication trends in biology education: a bibliometric review of 63 years. Journal of Turkish science education 19, 465–480
  4. Ahmed, F., Ali, I., Kousar, S., Ahmed, S., 2022, The environmental impact of industrialization and foreign direct investment: empirical evidence from Asia-Pacific region. Environmental science and pollution research 29, 29778–29792
  5. Anwer, H., Mahmood, A., Lee, J., Kim, K.-H., Park, J.-W., Yip, A.C.K., 2019, Photocatalysts for degradation of dyes in industrial effluents: opportunities and challenges. Nano research 12, 955–972
  6. Aria, M., Cuccurullo, C., 2017, Bibliometrix: an r-tool for comprehensive science mapping analysis. Journal of informetrics 11, 959–975
  7. Azimi, A., Azari, A., Rezakazemi, M., Ansarpour, M., 2017, Removal of heavy metals from industrial wastewaters: a review. Chembioengineering reviews 4, 37–59
  8. Baas, J., Schotten, M., Plume, A., Côté, G., Karimi, R., 2020, Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quantitative science studies 1
  9. Belete, B., Desye, B., Ambelu, A., Yenew, C., 2023, Micropollutant removal efficiency of advanced wastewater treatment plants: a systematic review. Environmental health insights 17, 1–11
  10. Bhat, S.A., Bashir, O., Ul Haq, S.A., Amin, T., Rafiq, A., Ali, M., Américo-Pinheiro, J.H.P., Sher, F., 2022, Phytoremediation of heavy metals in soil and water: an eco-friendly, sustainable and multidisciplinary approach. Chemosphere 303
  11. Bijay-Singh, Craswell, E., 2021, Fertilizers and nitrate pollution of surface and ground water: an increasingly pervasive global problem. SN applied sciences 3, 518
  12. Bonsdorff, E., 2021, Eutrophication: early warning signals, ecosystem-level and societal responses, and ways forward. Ambio 50, 753–758
  13. Bornmann, L., Daniel, H., 2007, What do we know about the h index? Journal of the American society for information science and technology 58, 1381–1385
  14. Bouabidi, Z.B., El-Naas, M.H., Zhang, Z., 2019, Immobilization of microbial cells for the biotreatment of wastewater: a review. Environmental chemistry letters 17, 241–257
  15. Bratby, J., 2016, Coagulation and flocculation in water and wastewater treatment. IWA Publishing
  16. Cai, X., Lyu, X., Zhou, P., 2023, The relationship between interdisciplinarity and citation impact—a novel perspective on citation accumulation. Humanities and social sciences communications 10, 945
  17. Carolin, C.F., Kumar, P.S., Saravanan, A., Joshiba, G.J., Naushad, M., 2017, Efficient techniques for the removal of toxic heavy metals from aquatic environment: a review. Journal of environmental chemical engineering 5, 2782–2799
  18. Chan, S.S., Khoo, K.S., Chew, K.W., Ling, T.C., Show, P.L., 2022, Recent advances biodegradation and biosorption of organic compounds from wastewater: microalgae-bacteria consortium - a review. Bioresource technology 344
  19. Dharupaneedi, S.P., Nataraj, S.K., Nadagouda, M., Reddy, K.R., Shukla, S.S., Aminabhavi, T.M., 2019, Membrane-based separation of potential emerging pollutants. Separation and purification technology 210, 850–866
  20. Dutta, S., Adhikary, S., Bhattacharya, S., Roy, D., Chatterjee, S., Chakraborty, A., Banerjee, D., Ganguly, A., Nanda, S., Rajak, P., 2024, Contamination of textile dyes in aquatic environment: adverse impacts on aquatic ecosystem and human health, and its management using bioremediation. Journal of environmental management 353
  21. El-Naggar, N.E.-A., Hamouda, R.A., Mousa, I.E., Abdel-Hamid, M.S., Rabei, N.H., 2018, Biosorption optimization, characterization, immobilization and application of Gelidium amansii biomass for complete Pb²⁺ removal from aqueous solutions. Scientific reports 8, 13456
  22. Embrandiri, A., Singh, R.P., Ibrahim, M.H., Ramli, B.N., 2016, Land application of biomass residue generated from palm oil processing: its potential benefits and threats. Environmental research 146, 49–58
  23. Gavrilescu, M., Demnerová, K., Aamand, J., Agathos, S., Fava, F., 2015, Emerging pollutants in the environment: present and future challenges in biomonitoring, ecological risks and bioremediation. New biotechnology 32, 147–156
  24. Ghayeni, S.B., Beatson, P.J., Schneider, R.P., Fane, A.G., 1998, Water reclamation from municipal wastewater using combined microfiltration–reverse osmosis (MF–RO): a case study. Water science and technology 38, 209–214
  25. Gogoi, P., Gogoi, P., Gogoi, S., 2018, Removal of heavy metal ions from waste water using natural adsorbents: a review. International journal of environmental sciences 8, 53–65
  26. Gupta, S., Bhargava, P., 2006, The impact of environmental regulations on competitiveness: the case of India’s pulp and paper industry. Ecological economics 59, 1–11
  27. Haque, M.M., Haque, M.A., Rahman, M.T., Arman, M.A., 2023, Mitigation of heavy metal pollution from tannery wastewater by using chitosan synthesized from shrimp shell. Heliyon 9
  28. Hossain, M.F., 2021, Heavy metal toxicity in poultry and its control through dietary modifications. Journal of trace elements in medicine and biology 66
  29. Hu, H., Gong, J., Wang, J., Ma, J., 2022, Recent advances in the phytoremediation of heavy metals using plant-endophyte associations. Chemosphere 286
  30. Hussain, S., Khan, M.I., Haider, M.Z., Naeem, M., Ulhaq, N., 2021, Environmental valuation and sustainability: a bibliometric analysis. Environmental science and pollution research 28, 17725–17738
  31. Ijoma, G.N., Tekere, M., 2017, Biosurfactant production by bacteria isolated from activated sludge of a wastewater treatment plant in South Africa. Environmental science and pollution research 24, 9479–9490
  32. Ismail, I.M., El-Sayed, M., Mahmoud, M.H., Ibrahim, A., El-Sherbiny, S.A., 2017, An overview on industrial wastewater treatment using green nanomaterials: challenges, possibilities, and future directions. Environmental nanotechnology, monitoring and management 8, 136–146
  33. Jaishankar, M., Tseten, T., Anbalagan, N., Mathew, B.B., Beeregowda, K.N., 2014, Toxicity, mechanism and health effects of some heavy metals. Interdisciplinary toxicology 7, 60–72
  34. Jalil, A., 2012, Sustainable development in Malaysia: a case study on household waste management. Journal of sustainable development 5, 91–102
  35. Jang, Y.-C., Somanna, Y., Kim, H., 2018, Source, distribution, toxicity and remediation of hexavalent chromium in the environment. Environmental engineering research 23, 111–120
  36. Jawaid, M., Khan, M., Khan, M.E., Asiri, A.M., 2020, Chapter 11 - Metal oxide nanomaterials for wastewater treatment and antibacterial activities, in: Khan, M., Jawaid, M., Asiri, A.M. (Eds.), Metal oxide-based photocatalysis. Elsevier, Amsterdam, pp. 229–250
  37. Kanagaraj, J., Senthil, V.T., Mandal, A.B., 2015, Biological method for decolourisation and restoration of dyes from dyeing industry. Indian journal of fibre & textile research 40, 101–105
  38. Khan, A.A., Qureshi, S.S., Ahmad, A., 2020, Biodegradation and bioremediation of heavy metals using microorganisms. International journal of environmental sciences 10, 1–10
  39. Khatri, A., Peerzada, M.H., Mohsin, M., White, M., 2015, A review on developments in dyeing cotton fabrics with reactive dyes for reducing effluent pollution. Journal of cleaner production 87, 50–57
  40. Khursheed, A., 2022, Water pollution and its environmental effects. International journal of creative research thoughts 10, 168–175
  41. Kim, H., An, J., Shin, Y., Jang, M., Song, J., 2023, Bibliometric analysis and review on removal of heavy metals using different adsorbents. Environmental science and pollution research 30, 72630–72658
  42. Lamba, S., Sharma, A., Singh, P., Mondal, M.K., 2021, Current perspective on municipal wastewater treatment and potential reuse: a promising resource for circular economy. Bioresource technology 324
  43. Mahesh, S., Karthikeyan, O.P., Anbalagan, K., Naushad, M., 2023, Sustainable removal of heavy metals from wastewater using agro-industrial waste biomass: valorization and circular economy. Chemosphere 329
  44. Masindi, V., Muedi, K.L., 2018, Environmental contamination by heavy metals. In: Saleh, H.E.-D.M., Aglan, R.F. (Eds.), Heavy metals. IntechOpen, London, pp. 115–132
  45. Mishra, S., Bharagava, R.N., More, N.S., Yadav, A., Zainith, S., Mani, S., Chowdhary, P., 2019, Heavy metal contamination: an alarming threat to environment and human health, in: Sobti, R.C., Arora, N.K., Kothari, R. (Eds.), Environmental biotechnology: for sustainable future. Springer, Singapore, pp. 103–125
  46. Mohammadian Fazli, M., Ostad-Ali-Askari, K., Eslamian, S., Singh, V.P., 2020, Environmental effects of heavy metals, in: Eslamian, S., Ostad-Ali-Askari, K. (Eds.), Handbook of environmental materials management. Springer, Cham, pp. 855–875
  47. Mosa, K.A., Saadoun, I., Kumar, K., Helmy, M., Dhankher, O.P., 2016, Potential biotechnological strategies for the cleanup of heavy metals and metalloids. Frontiers in plant science 7, 303
  48. Mustapha, S., Halimoon, N., 2015, Microorganisms and biosorption of heavy metals in the environment: a review paper. Journal of microbiology and biotechnology research 5, 6–17
  49. Naveen, B.P., Mahapatra, D.M., Sitharam, T.G., Sivapullaiah, P.V., Ramachandra, T.V., 2017, Physico-chemical and biological characterization of urban municipal landfill leachate. Environmental pollution 220, 1–12
  50. Nguyen, T.A.H., Ngo, H.H., Guo, W., Zhang, J., Liang, S., Yue, Q.Y., Li, Q., Nguyen, T.V., 2013, Applicability of agricultural waste and by-products for adsorptive removal of heavy metals from wastewater. Bioresource technology 148, 574–585
  51. Okoro, B.U., Okoro, J.O., 2021, Biochar and activated carbon for sustainable remediation of heavy metals: a review. Journal of environmental chemical engineering 9
  52. Olujimi, O.O., Fatoki, O.S., Odendaal, J.P., Daso, A.P., 2012, Chemical monitoring and temporal variation in water quality of treated wastewater. International journal of environmental research and public health 9, 512–525
  53. Onwughara, I.N., Nnorom, I.C., Kanno, O.C., 2023, Assessment of the environmental pollution and health risks associated with open burning of solid wastes in developing countries. Environmental science and pollution research 30, 71474–71489
  54. Padoley, K.V., Banerjee, K., Varma, M.N., 2023, Chapter 18 - Removal of heavy metals from wastewater using microbial biomass and biochar, in: Padoley, K.V., Banerjee, K., Varma, M.N. (Eds.), Bioremediation for environmental sustainability. Elsevier, Amsterdam, pp. 287–305
  55. Peng, L., Li, H., Xu, J., Liu, Y., Liu, Y., 2022, Phytoremediation potential of aquatic macrophytes for heavy metals in eutrophic water: a field experiment in Taihu Lake. Environmental science and pollution research 29, 27411–27425
  56. Raj, A., Kumar, S., Haque, M.M., Mohan, H., 2021, Performance evaluation of sewage treatment plant of a medium scale industry. Materials today: proceedings 43, 3191–3196
  57. Rajendran, P., Karthikeyan, B., 2017, Removal of heavy metal using bio-adsorbent. Materials today: proceedings 4, 5262–5269
  58. Ramlow, M., Noack, M., Hartmann, N.B., Baun, A., Denecke, M., Baensch-Baltruschat, B., 2021, Environmental fate and behaviour of nano-sized graphite for future risk assessment of graphite-containing materials. NanoImpact 22
  59. Rangabhashiyam, S., Anu, N., Selvaraju, N., 2015, Sequestration of Cr(VI) from synthetic wastewater using a novel adsorbent synthesized from Rosa bourboniana waste biomass. Desalination and water treatment 56, 349–358
  60. Rani, M.J., Nandini, N., 2014, Performance evaluation of effluent treatment plant for textile industry in Tamil Nadu. International journal of environmental sciences 4, 974–984
  61. Rastegar, M., Schuhmann, A., Uhl, W., 2021, Evaluation of environmental impacts of wastewater treatment processes by using life cycle assessment: a case study on activated sludge, trickling filter and UASB processes. Journal of environmental health science and engineering 19, 1173–1182
  62. Raza, M., Ali, M., 2021, A review on sustainable wastewater treatment technologies. International journal of environmental science and technology 18, 1499–1512
  63. Renu, Agarwal, M., Singh, K., 2017, Heavy metal contamination of groundwater: a review of sources, analysis and remediation techniques. Journal of environmental management 204, 502–523
  64. Rizwan, M., Ali, S., Rehman, M.Z., Rinklebe, J., Tsang, D.C.W., Bashir, A., Naushad, M., Zhang, H., Bolan, N., 2022, Cadmium phytoremediation potential of aquatic macrophytes: a review. Environmental research 204
  65. Rorabeck, C.H., 2008, Factors associated with infection after total knee arthroplasty. Journal of bone and joint surgery - American volume 90, 125–129
  66. Roy, M., Sinha, A., 2022, Chapter 3 - Phytoremediation of heavy metals: an approach towards clean environment, in: Srivastava, N., Srivastava, M., Shukla, A., Singh, R. (Eds.), Phytoremediation technology for the removal of heavy metals and other contaminants from soil and water. Elsevier, Amsterdam, pp. 33–52
  67. Saini, R., Duhan, J.S., 2022, Microorganisms and their role in bioremediation of heavy metals. Journal of applied and natural science 14, 231–240
  68. Sharma, S., Bhattacharya, A., 2017, Drinking water contamination and treatment techniques. Applied water science 7, 1043–1067
  69. Singh, H., Gautam, R., Mishra, A., Gupta, R., 2011, Heavy metals and living systems: an overview. Indian journal of pharmacology 43, 246–253
  70. Sinha, R., Chattopadhyay, A., 2023, Removal of heavy metals from industrial wastewater using adsorbents: a review. Journal of water process engineering 51
  71. Taha, Y., Elbasuney, S., Labena, A., 2021, Heavy metals contamination of water and food crops due to municipal wastewater irrigation in the arid regions: a review. Environmental nanotechnology, monitoring & management 15
  72. Tiwari, B., Sellamuthu, B., Ouarda, T.B.M.J., Drogui, P., 2017, Review on fate and mechanism of removal of pharmaceutical pollutants from wastewater using biological approach. Bioresource technology 224, 1–12
  73. Ullah, AZ, Heng, S., Shaukat, R.A., Khizar, M., Abbas, A., 2022, A review on phytoremediation of heavy metals: recent advancements, methods, limitations, and applications. Environmental monitoring and assessment 194
  74. US EPA, 1999, Understanding the safe drinking water act. Office of Water, Washington, DC
  75. Wuana, R.A., Okieimen, F.E., 2011, Heavy metals in contaminated soils: a review of sources, chemistry, risks and best available strategies for remediation. International scholarly research notices 2011

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