Implementation of Qual2Kw and MCDA in Formulating Sustainable River Water Quality Standard Compliance Program Policies: A Case Study of the Cileungsi River in Bogor Regency

Authors

  • Muhamad Komarudin Graduate School of Natural Resources and Environmental Management Science, IPB University
  • Anas M Fauzi Department of Agricultural Industrial Technology, Faculty of Agricultural Technology IPB
  • Yanuar J Purwanto Center for Regional Systems Analysis, Planning and Development (CrestPent) IPB University
  • Hartrisari Hardjomidjojo Department of Agricultural Industrial Technology, Faculty of Agricultural Technology IPB
  • Budi Kurniawan National Research and Innovation Agency

DOI:

https://doi.org/10.59188/eduvest.v6i2.52288

Keywords:

Qual2Kw, MCDA (Multi-Criteria Decision Analysis), Water Quality Standards

Abstract

This study aims to develop an integrative approach between water quality modeling using QUAL2Kw software and the Multi-Criteria Decision Analysis (MCDA) method with PROMETHEE software to support the formulation of policies for sustainable river water quality standards. The study was conducted on the Cileungsi River, West Java, with key parameters of BOD, COD, and TSS. Modeling was carried out in four tiered scenarios representing existing conditions and quality standards targets of classes IV, III, and II, thus providing a basis for designing technical interventions such as reducing point source and non-point source pollutant loads, increasing upstream discharge, and improving upstream water quality. Based on the results of iterations and model observations, six policy criteria (K1–K6) and twelve program alternatives (P1–P12) were obtained to achieve river water quality standards. PROMETHEE analysis was used to determine program priorities based on stakeholder preference weights. The results of the study show that the integration of QUAL2Kw–PROMETHEE is able to provide a more measurable scientific and policy basis, with the main priorities being the development and improvement of IPAL performance, control of non-point sources, and an increase in river base discharge. This approach has the potential to be applied as an evidence-based policy decision-making model in river water quality management in Indonesia.

References

Anggraini, A. F. (2025). Analisis kualitas air dan sumber pencemaran sungai di Kota Surabaya. Jejak Digit: Jurnal Ilmiah Multidisiplin, 1(4), 1456–1464. https://doi.org/10.63822/v8wedc16

Benham, B., Zeckoski, R., & Yagow, G. (2012). Lessons learned from TMDL implementation case studies. Water Practice, 2(1), 1–13. https://doi.org/10.2175/193317708X281370

Bousquet, A., et al. (2023). A critical review of multicriteria decision analysis for water resources management. Blue-Green Systems, 5(2), 200–218.

Cinelli, M., Coles, S. R., & Kirwan, K. (2014). Analysis of the potentials of multi criteria decision analysis methods to integrate sustainability assessment. Ecological Indicators, 46, 138–148.

Effendi, T. M., & Sudarmadji. (2012). Kajian pencemaran Sungai Cileungsi oleh limbah industri dan strategi pengelolaannya di Kabupaten Bogor Provinsi Jawa Barat. Universitas Gadjah Mada.

Fan, C., Ko, C., Wang, W., & Kao, C. (2020). Simulation of river water quality using QUAL2Kw model: A case study in Taiwan. Environmental Monitoring and Assessment, 192(3), 164.

Fatima, Syeda Urooj, Khan, Moazzam Ali, Alamgir, Aamir, Mahmood, Nadeem, & Sulman, Nasir. (2022). Multivariate and spatial methods-based water quality assessment of Chu Tran Valley, Gilgit Baltistan. Applied Water Science, 12(6), 129.

Fatimah, S., Wulandari, Y., & Purwanti, E. (2019). Analisis beban pencemar BOD dan COD di Sungai Bengawan Solo. Jurnal Lingkungan dan Pembangunan, 5(2), 125–134. https://doi.org/10.29244/jlp.5.2.125-134

Grzywna, A., Bronowicka-Mielniczuk, U., Kuśmierz, K., Sender, J., & Jóźwiakowski, K. (2024). Change in water quality of the Vistula River during the emergency discharge of untreated wastewater. Applied Sciences, 14(23). https://doi.org/10.3390/app142311338

Ha, S. R., Lee, S., & Kim, J. (2019). Integrated water quality modeling for pollution load management in urban rivers. Science of the Total Environment, 654, 376–386.

Hidayat, R. A., Fitriani, A., & Prasetyo, L. B. (2019). Analisis distribusi beban pencemar padatan tersuspensi total (TSS) di DAS Ciliwung. Jurnal Teknik Lingkungan, 25(2), 89–96. https://doi.org/10.5614/jtl.2019.25.2.3

Ickowicz, Adrien, Ford, Jessica H., & Hayes, Keith R. (2017). A mixture model approach to infer land-use influence on point referenced water quality. ArXiv Preprint ArXiv:1702.08140.

Kustanto, A., Sultan, U., & Tirtayasa, A. (2020). Dinamika pertumbuhan penduduk dan kualitas lingkungan. Jurnal Kependudukan, 20(1).

Liyanage, C. P., & Yamada, K. (2017). Impact of population growth on the water quality of natural water bodies. Sustainability, 9(8). https://doi.org/10.3390/su9081405

Putri, A. S. T. F., Aprilianti, R., & Chandra, A. B. (2023). Identifikasi plankton pada limbah industri kertas di hilir Sungai Brantas. Environmental Pollution Journal, 3(1), 628–637. https://doi.org/10.58954/epj.v4i1.123

Sukruay, J., & Chaysiri, R. (2018). System dynamics model for estimating water pollution. International Scientific Journal of Engineering and Technology, 2(2), 45–52.

Thompson, M. A., Owen, S., & Fookes, C. (2019). A systems thinking approach for river basin management. Environmental Management, 63(1), 32–46.

Thompson, R. M., Bond, N., Poff, N. L., & Byron, N. (2019). Towards a systems approach for river basin management—Lessons from Australia’s largest river. River Research and Applications, 35(5), 466–475. https://doi.org/10.1002/rra.3242

Webster, D., et al. (2025). Systems thinking for integrated watershed governance. Journal of Hydrology and Environmental Systems, 18(2), 101–118.

Wilk, P., Orlinska-Wozniak, P., & Gebala, J. (2018). The river absorption capacity determination as a tool to evaluate state of surface water. Hydrology and Earth System Sciences, 22(2), 1033–1050. https://doi.org/10.5194/hess-22-1033-2018

Zulkifli, L., Sofyan, Y., & Lestari, D. (2021). Identifikasi potensi beban pencemar dan strategi pengendalian pencemaran di DAS Cisadane. Jurnal Sumber Daya Air, 17(1), 47–58. https://doi.org/10.32679/jsda.v17i1.1013

Downloads

Published

2026-02-21

How to Cite

Komarudin, M., Fauzi, A. M. ., Purwanto, Y. J. ., Hardjomidjojo, H. ., & Kurniawan, B. . (2026). Implementation of Qual2Kw and MCDA in Formulating Sustainable River Water Quality Standard Compliance Program Policies: A Case Study of the Cileungsi River in Bogor Regency. Eduvest - Journal of Universal Studies, 6(2), 1731–1740. https://doi.org/10.59188/eduvest.v6i2.52288