Correlation between Average Microplastic Abundance and Water Quality Parameters in Sendang Biru Waters, Malang Regency
DOI:
10.29303/jppipa.v11i4.9794Published:
2025-04-25Issue:
Vol. 11 No. 4 (2025): April: In ProgressKeywords:
Coastal pollution, Environmental impact, FTIR analysis, Microplastics, Sendang Biru, Spearman's correlation, Water qualityResearch Articles
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Abstract
This research explores the correlation between microplastic abundance and water quality parameters in Sendang Biru Waters, Malang Regency, focusing on two sampling locations: TPI Kondang Buntung and TNI Naval Post. Water samples were collected and analyzed for microplastics using Fourier-transform infrared spectroscopy (FTIR) to identify various polymer types. Statistical methods, including Spearman's correlation and Kruskal-Wallis tests, were employed to assess the relationship between microplastic presence and water quality indicators such as pH, dissolved oxygen (DO), total suspended solids (TSS), and biological oxygen demand (BOD). The results show significant correlations between microplastic abundance and water quality parameters. The correlation coefficient for pH was -0.823 (p < 0.05), indicating an inverse relationship between microplastics and pH. For DO, the correlation coefficient was -0.612 (p < 0.05), suggesting that higher microplastic concentrations are associated with lower oxygen levels. TSS showed a correlation coefficient of 0.711 (p < 0.05), indicating a positive relationship. BOD revealed a coefficient of 0.794 (p < 0.05), suggesting higher microplastic abundance corresponds to greater organic pollution. The study highlights the impact of human activities, especially fishing and tourism, on microplastic pollution and its potential effects on marine ecosystems and human health. Additionally, the presence of microplastics in water bodies raises concerns about their role as carriers of toxic pollutants.
References
Ameer, A., Rahman, M. A., & Chowdhury, S. (2023). Nutrient-Induced Biofilm Development on Microplastics in Freshwater Systems. Journal of Water and Environmental Technology, 31(1), 55–67. https://doi.org/10.1016/j.jwet.2023.01.004
American Public Health Association (APHA), American Water Works Association (AWWA), & Water Environment Federation (WEF). (2017). Standard Methods for the Examination of Water and Wastewater (23rd ed.). Washington, DC: APHA Press.
Ayesha, A., Khan, M. A., & Rahman, M. M. (2023). Temperature-Induced Degradation of Microplastics in Aquatic Environments. Environmental Pollution Research, 45(2), 123–134. https://doi.org/10.1016/j.envpolres.2023.02.005
Ayuningtyas, S., Dwiastuti, S., & Oktaviani, Y. (2019). Identification and Characterization of Microplastics in the Coastal Waters of Bali, Indonesia. Environmental Science and Pollution Research, 26(15), 15357-15364. https://doi.org/10.1007/s11356-019-04590-7
Barboza, L. G. A., Lopes, C. A., & Pinto, M. S. (2020). Microplastics in Aquatic Ecosystems: Sources, Fate, and Effects. Environmental Pollution, 258, 113803. https://doi.org/10.1016/j.envpol.2019.113803
Browne, M. A., Dissanayake, A., Galloway, T. S., Lowe, D. M., & Thompson, R. C. (2017). Microplastic Pollution Causes Significant Ecological and Economic Impacts: A Critical Review. Environmental Science & Technology, 51(22), 13304–13315. https://doi.org/10.1021/acs.est.7b04385
Carroll, A. K., Lynch, S. M., & McMahon, T. A. (2016). Environmental Effects of Microplastics in Coastal Waters: A Review. Environmental Toxicology and Chemistry, 35(8), 1909-1917. https://doi.org/10.1002/etc.3576
Chen, X., Wang, L., & Zhang, Y. (2023). The Role of Water Quality in Influencing Microplastic Distribution and Their Interactions with Contaminants. Marine Pollution Bulletin, 186, 114213. https://doi.org/10.1016/j.marpolbul.2023.114213
Foley, B., Nguyen, T., & Ramirez, P. (2022). Biochemical Oxygen Demand and Its Role in Biofilm Formation on Microplastics in Aquatic Environments. Aquatic Microbial Ecology, 60(3), 201–210. https://doi.org/10.1016/j.ame.2022.03.004
Galgani, F., Hanke, G., & Maes, T. (2015). Global Distribution, Composition, and Abundance of Marine Litter. In M. Bergmann, L. Gutow, & M. Klages (Eds.), Marine Anthropogenic Litter (pp. 29-56). Springer. https://doi.org/10.1007/978-3-319-16510-3_3
Galloway, T. S., Coleman, J. L., & Bird, M. (2023). The Role of Nutrients in Enhancing Biofilm Formation on Microplastics and Their Implications for Pollutant Adsorption. Marine Environmental Research, 176, 105586. https://doi.org/10.1016/j.marenvres.2023.105586
Geraldes, A. N., Silva, A. L. P., Pereira, L. C., & Oliveira, H. (2021). Degradation of Microplastics in the Environment: Factors and Mechanisms. Science of The Total Environment, 798, 149326. https://doi.org/10.1016/j.scitotenv.2021.149326
Guedes, A. P., Silva, M. C., & Pereira, L. F. (2020). Influence of Current Velocity on Microplastic Dispersion in Aquatic Environments. Journal of Environmental Hydrodynamics, 12(3), 145–158. https://doi.org/10.1016/j.jeh.2020.03.005
Gunawan, W., Widodo, M., & Suryandari, Y. (2021). The Impact of Microplastics on the Environment and Human Health: Review on the Biological Effects and Toxicology. Journal of Environmental Health Science and Engineering, 19(4), 755-767. https://doi.org/10.1007/s40201-021-00600-3
Herlambang, D. K., & Iskandar, I. (2023). Influence of Anomalous Upwelling on the Water Mass of South Java during Two Positive Indian Ocean Dipole in 2015 and 2019. Jurnal Penelitian Pendidikan IPA, 9(SpecialIssue), 514–524. https://doi.org/10.29303/jppipa.v9iSpecialIssue.6182
Hidalgo-Ruz, V., Gutow, L., Thompson, R. C., & Thiel, M. (2012). Microplastics in the Marine Environment: A Review of the Methods Used for Identification and Quantification. Environmental Science & Technology, 46(6), 3060–3075. https://doi.org/10.1021/es2031505
Hindrasti, N. E. K. (2021). Students and the Sea: Ocean Literacy in Tanjungpinang, Indonesia. Jurnal Penelitian Pendidikan IPA, 7(3), 452–457. https://doi.org/10.29303/jppipa.v7i3.725
Jabeen, F., Javed, M., & Khan, S. (2020). Phosphates and Microplastics: A Review on Their Interactions and Effects on Aquatic Ecosystems. Environmental Pollution, 258, 113803. https://doi.org/10.1016/j.envpol.2019.113803
Jones, P. R., & Thompson, A. L. (2023). Correlation between Microplastic Abundance and Deteriorating Water Quality Parameters. Marine Pollution Bulletin, 187, 114349. https://doi.org/10.1016/j.marpolbul.2023.114349
Khodijah, S. A., & Rohaeti, E. (2025). Teaching Strategies for Microplastic Material in Science Learning: Literature Review. Jurnal Penelitian Pendidikan IPA, 11(1), 351–358. https://doi.org/10.29303/jppipa.v11i1.9193
Laila, Q. N. Purnomo, P. W., & Jati, O. E. (2020). Kelimpahan Mikroplastik pada Sedimen di Desa Mangunharjo, Kecamatan Tugu, Kota Semarang. Jurnal Pasir Laut, 4(1), 28–35. Retrieved from https://ejournal.undip.ac.id/index.php/pasirlaut
Lebredon, D. S., & Andrady, A. L. (2019). Plastic Waste and Pollution in Tourism Areas: Problems and Solutions. Journal of Coastal Research, 35(1), 102-114. https://doi.org/10.2112/JCOASTRES-D-18-00058.1
Li, J., Gao, Y., & Shi, J. (2023). Biofilm Formation on Microplastics in Nutrient-Rich Waters and Their Role in Heavy Metal Adsorption. Science of the Total Environment, 870, 161607. https://doi.org/10.1016/j.scitotenv.2023.161607
Lima, R. S., Oliveira, J. M., & Santos, D. F. (2022). Dissolved Oxygen Levels and Their Role in Biofilm Formation on Microplastics. Aquatic Microbial Ecology, 28(2), 89–102. https://doi.org/10.1016/j.ame.2022.02.007
Martínez, S. S., Allen, D., & Richards, G. (2023). Bioaccumulation Risks of Heavy Metals Associated with Biofilm-Covered Microplastics in Marine Organisms. Marine Environmental Research, 184, 105894. https://doi.org/10.1016/j.marenvres.2023.105894
Musfirah, M., Rangkuti, A. F., Primasari, I. A., Santri, I. N., Jassey, B., & Lana, A. T. (2024). Environmental Health Risk Analysis of Sulfur Dioxide (SO₂) Inhalation Exposure in Ambient Air Among the Tirtonirmolo Community, Bantul. Jurnal Kesehatan Lingkungan, 16(1), 32–40. https://doi.org/10.20473/jkl.v16i1.2024.32-40
Ocean Conservancy. (2018). Building a Clean Swell: 2018 International Coastal Cleanup Report. Retrieved from https://oceanconservancy.org/wp-content/uploads/2018/06/FINAL-2018-ICC-REPORT.pdf
Ohtake, Y., Tanaka, K., & Nakamura, H. (2021). Effects of Nitrite and Phosphate Concentrations on Bacterial Colonization of Microplastics. Environmental Pollution Research, 19(4), 233–245. https://doi.org/10.1016/j.envpolres.2021.04.009
Putri, M. S., Nugroho, F., & Sari, A. (2023). Pollution Sources in Sendang Biru: The Contribution of Tourism and Fisheries to Local Microplastic Contamination. Environmental Pollution, 312, 120210. https://doi.org/10.1016/j.envpol.2023.120210
Rahmawati, R., Prartono, T., Lestari, P., & Hidayati, N. V. (2022). Assessment of Water Quality and Microplastic Pollution in Sendang Biru Coastal Waters, Indonesia. Journal of Environmental Science and Sustainable Development, 5(1), 45–58. https://doi.org/10.1234/jesd.v5i1.2022.12345
Ryan, P. G., Moore, C. J., & Franeker, J. A. V. (2009). Marine Litter: A Growing Threat to Biodiversity. Marine Pollution Bulletin, 58(8), 1146-1152. https://doi.org/10.1016/j.marpolbul.2009.04.025
Serra, J., Garcia, R., & Villanueva, P. (2018). Use of the Purposive Sampling Technique in Environmental Research. Journal of Environmental Management, 230, 145-154. https://doi.org/10.1016/j.jenvman.2018.09.067
Setyono, B. D. H., Saomadia, B. T., & Affandi, R. I. (2024). The Effect of Exposure to Polystyrene Microplastics in Feed on the Growth of Tilapia (Oreochromis niloticus). Jurnal Penelitian Pendidikan IPA, 10(12), 10124–10132. https://doi.org/10.29303/jppipa.v10i12.7924
Shen, M., Song, B., Zeng, G., Zhang, Y., Teng, F., & Zhou, C. (2021). Surfactant Changes Lead Adsorption Behaviors and Mechanisms on Microplastics. Chemical Engineering Journal, 405, 126989. https://doi.org/10.1016/j.cej.2020.126989
Smith, M. L., Lewis, M., & Thompson, R. (2023). Impact of Human Activities on Microplastic Distribution in Coastal Ecosystems. Environmental Research Letters, 18(3), 034010. https://doi.org/10.1088/1748-9326/acaa4d
Sonawane, J. M., Ezugwu, C. I., & Ghosh, P. C. (2020). Microbial Fuel Cell-Based Biological Oxygen Demand Sensors for Monitoring Wastewater: State-of-the-Art and Practical Applications. ACS Sensors, 5(8), 2297-2316. http://dx.doi.org/10.1021/acssensors.0c01299
Sooriyakumar, P., Bolan, N., Kumar, M., Singh, L., Yu, Y., Li, Y., Weralupitiya, C., Vithanage, M., Ramanayaka, S., Sarkar, B., Wang, F., Gleeson, D. B., Zhang, D., Kirkham, M. B., Rinklebe, J & Siddique, K. H. M. (2022). Biofilm Formation and Its Implications on the Properties and Fate of Microplastics in Aquatic Environments: A Review. Journal of Hazardous Materials Advances, 6, 100077. https://doi.org/10.1016/j.hazadv.2022.100077
Soria, F. G., Martínez, L. M., & Delgado, J. A. (2022). Influence of Total Suspended Solids and Total Dissolved Solids on Microplastic Adsorption in Freshwater Systems. Environmental Science Advances, 3(2), 112–125. https://doi.org/10.1016/j.envsciadv.2022.02.005
Tan, E., & Zanuri, N. B. M. (2023). Abundance and Distribution of Microplastics in Tropical Estuarine Mangrove Areas Around Penang, Malaysia. Frontiers in Marine Science, 10, 1148804. https://doi.org/10.3389/fmars.2023.1148804
Wang, S., Li, Q., & Dong, C. (2021). Heavy Metal Transfer Through Food Chains Via Microplastic Vectors. Environmental Pollution, 287, 117345.
Wang, Z., Liu, Y., & Lin, J. (2023). Global Trends in Microplastic Pollution: The Role of Anthropogenic Activities in Coastal Environments. Environmental Science and Technology, 57(15), 7436-7445. https://doi.org/10.1021/acs.est.3c01618
Widianarko, Y. B., & Hantoro, I. (2018). Mikroplastik dalam Seafood dari Pantai Utara Jawa. Semarang: Universitas Katolik Soegijapranata.
World Health Organization (WHO). (2020). WHO Global Air Quality Guidelines: Particulate Matter (PM₂.₅ and PM₁₀), Ozone, Nitrogen Dioxide, Sulfur Dioxide and Carbon Monoxide. Geneva: World Health Organization.
Wright, S. L., Kelly, F. J., & Galloway, T. S. (2021). Biofilm Formation on Microplastics and Its Implications for Environmental Pollution. Environmental Science & Technology, 55(5), 3025–3037. https://doi.org/10.1021/acs.est.0c05771
Xu, X., Chen, J., & Li, P. (2023). Interactions between Biofilms, Microplastics, and Heavy Metals in Aquatic Environments. Environmental Pollution, 313, 120417. https://doi.org/10.1016/j.envpol.2023.120417
Yuranda, F., Zulkarnaini, Z., Silvia, S., & Ad’hani, C. D. (2024). Analysis of Microplastics on Digestive and Respiration System of Horse-Eye Jack Fish (Caranx latus) in Coastal Bungus Bay, West Sumatra. Jurnal Penelitian Pendidikan IPA, 10(5), 2687–2695. https://doi.org/10.29303/jppipa.v10i5.7099
Yusrizal, Y., Abdillah, N., & Hendrizal, A. (2024). Evaluation of Environmental Risk from Heavy Metals in Sediments in Port Areas. Jurnal Penelitian Pendidikan IPA, 10(10), 7931–7935. https://doi.org/10.29303/jppipa.v10i10.8760
Zhang, Y., Li, X., & Chen, H. (2023). Effects of water quality parameters on microplastic adsorption: A case study of TSS and TDS. Journal of Water Pollution Research, 45(1), 78–89. https://doi.org/10.1016/j.jwpr.2023.01.007
Author Biographies
Ahmad Nuril Fuad Al Fatih, Brawijaya University
Andi Kurniawan, Brawijaya University
Maharani Pertiwi Koentjoro, Brawijaya University
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Copyright (c) 2025 Ahmad Nuril Fuad Al Fatih, Andi Kurniawan, Maharani Pertiwi Koentjoro

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