Modeling Reservoir Management Efforts for Water Quality in Malang Suko Village, Indonesia Using a Dynamic System Approach

• Autorzy: Noerhayati Eko , Mustika Soraya Norma , Rahmawati Anita

Identyfikatory

DOI

10.12912/27197050/174293

• Języki publikacji: EN

Abstrakty

EN

Water quality is an essential component in effective water management, specifically in the reservoir planning. Therefore, this study aimed to determine the water quality of the Malang Suko Reservoir, Malang Regency, Indonesia, by examining temperature, pH, dissolved oxygen (DO), chemical oxygen demand (COD), and biochemical oxygen demand (BOD₅). To achieve this goal, the dynamic system approach for reservoir management was employed, and the software used for water quality modelling was the System Thinking Educational Learning Laboratory with Animation (Stella). The analysis considered several contributing factors, such as settlements, agriculture, and temperature. The results showed that the water quality status of the Malang Suko Reservoir was moderately polluted. The dynamic subsystem simulation had a high level of accuracy with a mean absolute percentage error of 1.1% and 0% for the settlement and agricultural submodels, respectively. Therefore, several scenarios for managing the inflow of waste into the reservoir were suggested, with the role of the community being the most crucial.

Słowa kluczowe

EN

Malang Suko reservoir; water quality; dynamic system

• Wydawca: Lubelski Oddział Polskiego Towarzystwo Inżynierii Ekologicznej ; Lublin University of Technology ; WNGB Wydawnictwo Naukowe
• Czasopismo: Ecological Engineering & Environmental Technology
• Rocznik: 2024
• Tom: Vol. 25, iss. 1
• Strony: 127--137
• Opis fizyczny: Bibliogr. 29 poz., rys., tab.

Twórcy

autor

Noerhayati Eko

• Universitas Islam Malang, 193 Mayjen Haryono Str., Dinoyo, Indonesia

• https://orcid.org/0000-0002-8610-9255

autor

Mustika Soraya Norma

• Malang State University, 5 Semarang Str., Malang, 65145, Indonesia

• https://orcid.org/0000-0002-4338-3326

autor

Rahmawati Anita

• Universitas Islam Malang, 193 Mayjen Haryono Str., Dinoyo, Indonesia

• https://orcid.org/0000-0002-8201-243X

Bibliografia

• 1. Balaniuk, I. et al. 2019. Forecasting of gross agricultural output of agrarian enterprises of Ukraine: case study with Stella software.
• 2. Bounif, M, Rahimi A., Boutafoust R., Ikram El Mjiri 2023. Use of Spatial Remote Sensing to Study the Temporal Evolution of the Water Retention of Al Massira Dam in Morocco. Journal of Ecological Engineering.
• 3. Carter, L.J. et al. 2019. Emerging investigator series: towards a framework for establishing the impacts of pharmaceuticals in wastewater irrigation systems on agro-ecosystems and human health. Environmental Science: Processes & Impacts, 21(4), 605–622.
• 4. Cheng, Y., Pan, Z. 2020. Reservoir properties of Chinese tectonic coal: A review, Fuel, 260, 116350.
• 5. Chowdhary, P. et al. 2020. Role of industries in water scarcity and its adverse effects on environment and human health, Environmental Concerns and Sustainable Development: Volume 1: Air, Water and Energy Resources, 235–256.
• 6. Dang, T.D., Chowdhury, A.K., Galelli, S. 2020. On the representation of water reservoir storage and operations in large-scale hydrological models: implications on model parameterization and climate change impact assessments, Hydrology and Earth System Sciences, 24(1), 397–416.
• 7. Elehinafe, F.B. et al. 2022. Insights on the advanced separation processes in water pollution analyses and wastewater treatment–A review, South African Journal of Chemical Engineering [Preprint].
• 8. García, L. et al. 2020. IoT-based smart irrigation systems: An overview on the recent trends on sensors and IoT systems for irrigation in precision agriculture, Sensors, 20(4), 1042.
• 9. Grigoriev, V.Y., Frolova, N.L. 2018. Terrestrial water storage change of European Russia and its impact on water balance, Geography, Environment, Sustainability, 11(1), 38–50.
• 10. Iloms, E. et al. 2020. Investigating industrial effluent impact on municipal wastewater treatment plant in Vaal, South Africa, International journal of environmental research and public health, 17(3), 1096.
• 11. Jawecki B., Pawłowska K. 2021. Evaluation of the influence of the heavy metals content on the possibility to use the waters from selected strzelin quarry lakes for agricultural irrigation. Journal of Ecological Engineering, 22(3), 1–10.
• 12. Liu, Ying, Du Jiang, Juntong Yun, Ying Sun, Cuiqiao Li, Guozhang Jiang, Jianyi Kong, Bo Tao, Zifan Fang. 2022. Self-tuning control of manipulator positioning based on fuzzy PID and PSO algorithm. Frontiers in Bioengineering and Biotechnology, 9(February), 817723.
• 13. Makhmudova, U., Djuraev, A., Khushvaktov, T. 2021. Environmental flows in integrated sustainable water resource management in Tuyamuyin water reservoir, Uzbekistan, In: IOP Conference Series: Earth and Environmental Science. IOP Publishing, p. 032024.
• 14. Noerhayati, Eko, Soraya Mustika, Siti Mardiyani, Ita Suhermin Ingsih, Muhammad Afroni. 2022. Analysis of chlorophyll and carotenoids content in brassica chinensis plants using IoT-based sprinkle irrigation. Journal of Ecological Engineering 23(9): 25–33
• 15. Noerhayati, E. et al. 2023. Improving wastewater quality system using the internet of things-based phytoremediation method. Journal of Ecological Engineering, 24(3).
• 16.Radionov, Nikita, Valentyna Iurchenko, Pavlo Ivanin, Oksana Melnikova. 2020. Influence of deeptreated wastewater discharge on nitrification activity in a natural reservoirs. Journal of Ecological Engineering, 21(8): 146–55.
• 17. Rahaman, A., Solavagounder, A. 2020. Natural and human-induced land degradation and its impact using geospatial approach in the Kallar Watershed of Tamil Nadu, India, Geography, Environment, Sustainability, 13(4),.159–175.
• 18.Ramos, S.V., Cisquini P., Braga B.M., Oliveira J.R., Silva A.L., Bagatini M.C. 2023. Evaluation of the contamination in tundishes during filling stage and plasma heating practice using a novel dynamic model. Metallurgical and Materials Transactions B, 54(1): 230–48.
• 19. Santa-Cruz, J. et al. 2021. Thresholds of metal and metalloid toxicity in field-collected anthropogenically contaminated soils. A review, Geography, Environment, Sustainability, 14(2), 6–21.
• 20. Sharun, K. et al. 2021. SARS-CoV-2 in animals: potential for unknown reservoir hosts and public health implications, Veterinary Quarterly, 41(1), 181–201.
• 21. Shi, J. et al. 2021. Pollution control of wastewater from the coal chemical industry in China: Environmental management policy and technical standards. Renewable and Sustainable Energy Reviews, 143, 110883.
• 22. Silva, A.C.B. da, Oliveira, F.G., Braga, R.N. da F.G.P. 2023. Yield prediction in banana (Musa sp.) using STELLA model, Acta Scientiarum. Agronomy, 45, e58947.
• 23. Singh, R.B., Haque, M.S., Grover, A. 2015. Drinking water, sanitation and health in Kolkata metropolitan city: contribution towards urban sustainability. Geography, Environment, Sustainability, 8(4), 64–81.
• 24. Sokolov, D.I. et al. 2020. Impact of mozhaysk dam on the moscow river sediment transport. Geography, Environment, Sustainability, 13(4), 24–31.
• 25. Tang, H., Wasowski, J., Juang, C.H. 2019 Geohazards in the three Gorges Reservoir Area, China–Lessons learned from decades of research, Engineering Geology, 261, 105267.
• 26. Tao, S. et al. 2019. Dynamic simulation of the system of the Nymphalidae larvae based on STELLA, Journal of Physics: Conference Series. IOP Publishing, 052052.
• 27. Veisi, H. et al. 2022. Application of the analytic hierarchy process (AHP) in a multi-criteria selection of agricultural irrigation systems. Agricultural Water Management, 267, 107619.
• 28. Vieira, I.C., Ribeiro, E.A. 2022. Influence of watershed land use on water quality in the state of Santa Catarina, Brazil. Geography, Environment, Sustainability, 15(2), 103–110.
• 29. Zhang, C., Wang, F., Bai, Q. 2021. Underground space utilization of coalmines in China: A review of underground water reservoir construction, Tunnelling and Underground Space Technology, 107, 103657.

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2024).