Hydrological modelling for urban drainage capacity assessment in a rapidly urbanizing commercial corridor: A case study from Pontianak, Indonesia
DOI:
https://doi.org/10.58524/jasme.v6i3.1384Keywords:
Hydraulic Analysis, Hydrological Modelling, Rational Method, Stormwater Management, Urban DrainageAbstract
Background: Rapid urbanization has increased impervious surfaces in commercial areas, leading to higher surface runoff and reducing the performance of existing urban drainage systems during intense rainfall events. As a result, many drainage networks are no longer capable of conveying design runoff, increasing the risk of urban inundation and disrupting transportation and commercial activities. Aims: This study aimed to assess the hydraulic capacity of the existing drainage system along Prof. M. Yamin Road, Pontianak, Indonesia, and to develop an optimal drainage design based on hydrological modelling. Methods: A quantitative approach was employed using field measurements and annual maximum rainfall data collected over a ten-year period (2015–2024). Design rainfall was estimated using the Gumbel frequency distribution, rainfall intensity was calculated using the Mononobe equation, and peak runoff was determined through the Rational Method. The hydraulic performance of the existing drainage channels was subsequently evaluated using Manning's equation by comparing the channel capacity with the estimated design discharge. Results: The estimated design rainfall was 255.13 mm, generating a rainfall intensity of 138.75 mm h⁻¹ and a peak runoff discharge of 1.169 m³ s⁻¹. The drainage channel toward Sutan Syahrir exhibited a capacity of 2.85 m³ s⁻¹ and was hydraulically adequate, whereas the channel toward Kota Baru provided only 0.375 m³ s⁻¹, indicating insufficient capacity to accommodate the design discharge. Conclusion: The integration of hydrological modelling and hydraulic analysis provides a reliable framework for assessing urban drainage capacity and supports evidence-based planning for effective stormwater management in rapidly urbanizing commercial corridors.References
Afrin, S., Islam, M. M., & Rahman, M. M. (2020). Adequacy assessment of an urban drainage system considering future land use and climate change scenario. Journal of Water and Climate Change, 12(5), 1944–1957. https://doi.org/10.2166/wcc.2020.369
Alaneme, G. U., Dimonyeka, M. U., Ezeokpube, G. C., Uzoma, I. I., & Udousoro, I. M. (2021). Failure assessment of dysfunctional flexible pavement drainage facility using fuzzy analytical hierarchical process. Innovative Infrastructure Solutions, 6(2), 122. https://doi.org/10.1007/s41062-021-00487-z
Al-Ghadi, M. S., Mohtar, W. H. M. W., Razali, S. F. M., & El-Shafie, A. (2020a). Hydraulic modelling analysis for road stormwater drainage evaluation under RCPs based rainfall data. Civil Engineering and Architecture, 8(6), 1335–1349. https://doi.org/10.13189/cea.2020.080617
Al-Ghadi, M. S., Mohtar, W. H. M. W., Razali, S. F. M., & El-Shafie, A. (2020b). The practical influence of climate change on the performance of road stormwater drainage infrastructure. Journal of Engineering, 2020, Article 8582659. https://doi.org/10.1155/2020/8582659
Alhasaani, Z. S., Abdulameer, L., & Nile, B. K. (2025). Urban land use change and sewer system resilience: A comprehensive review. Innovative Infrastructure Solutions, 10(12), 545. https://doi.org/10.1007/s41062-025-02360-9
Balacumaresan, H., Hossain, I., & Imteaz, M. A. (2025). Climate change impacts on design rainfall extremes employing empirical disaggregation-based rainfall intensities: A case study for East Melbourne. Sustainable Water Resources Management, 11(6), 134. https://doi.org/10.1007/s40899-025-01311-7
Banerjee, A., Chen, R., Meadows, M. E., Singh, R. B., Mal, S., & Sengupta, D. (2020). An analysis of long-term rainfall trends and variability in the Uttarakhand Himalaya using Google Earth Engine. Remote Sensing, 12(4). https://doi.org/10.3390/rs12040709
Beitelmal, W. H., Nwokolo, S. C., Meyer, E. L., & Ahia, C. C. (2024). Exploring adaptation strategies to mitigate climate threats to transportation infrastructure in Nigeria: Lagos City as a case study. Climate, 12(8). https://doi.org/10.3390/cli12080117
Bertrand-Krajewski, J.-L. (2021). Integrated urban stormwater management: Evolution and multidisciplinary perspective. Journal of Hydro-Environment Research, 38, 72–83. https://doi.org/10.1016/j.jher.2020.11.003
Bibi, T. S., & Kara, K. G. (2023). Evaluation of climate change, urbanization, and low-impact development practices on urban flooding. Heliyon, 9(1). https://doi.org/10.1016/j.heliyon.2023.e12955
Butcher, J. B., Zi, T., Pickard, B. R., Job, S. C., Johnson, T. E., & Groza, B. A. (2021). Efficient statistical approach to develop intensity-duration-frequency curves for precipitation and runoff under future climate. Climatic Change, 164(1), 3. https://doi.org/10.1007/s10584-021-02963-y
Cea, L., & Costabile, P. (2022). Flood risk in urban areas: Modelling, management and adaptation to climate change. A review. Hydrology, 9(3). https://doi.org/10.3390/hydrology9030050
Cheng, T., Xu, Z., Yang, H., Hong, S., & Leitao, J. P. (2020). Analysis of effect of rainfall patterns on urban flood process by coupled hydrological and hydrodynamic modeling. Journal of Hydrologic Engineering, 25(1), 04019061. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001867
Dagnachew Adinew, C., Abebe Awass, A., Mohammed Bushira, K., Yisihak Ukumo, T., & Edamo, M. L. (2024). Evaluation of hydraulic adequacy of runoff disposal in urban watersheds of rapidly expanding towns. H2Open Journal, 7(3), 243–271. https://doi.org/10.2166/h2oj.2024.095
Dharmarathne, G., Waduge, A. O., Bogahawaththa, M., Rathnayake, U., & Meddage, D. P. P. (2024). Adapting cities to the surge: A comprehensive review of climate-induced urban flooding. Results in Engineering, 22, 102123. https://doi.org/10.1016/j.rineng.2024.102123
Essien, A. E., Guo, Y., Khafagy, M., & Dickson-Anderson, S. E. (2024). Design and hydrologic performance estimation of highway filter drains using a novel analytical probabilistic model. Scientific Reports, 14(1), 2350. https://doi.org/10.1038/s41598-024-52760-7
Fletcher, T. D., Burns, M. J., Russell, K. L., Hamel, P., Duchesne, S., Cherqui, F., & Roy, A. H. (2024). Concepts and evolution of urban hydrology. Nature Reviews Earth & Environment, 5(11), 789–801. https://doi.org/10.1038/s43017-024-00599-x
Ghaffari, H., Haghbin, S., & Mahjouri, N. (2025). Redesigning urban drainage systems under uncertainty: A robust multi-objective approach for data-sparse catchments. Natural Hazards, 121(15), 17965–17990. https://doi.org/10.1007/s11069-025-07501-y
Gomes, M. N., Giacomoni, M. H., de Macedo, M. B., do Lago, C. A. F., Brasil, J. A. T., de Oliveira, T. R. P., & Mendiondo, E. M. (2023). A modeling framework for bioretention analysis: Assessing the hydrologic performance under system uncertainty. Journal of Hydrologic Engineering, 28(9), 04023025. https://doi.org/10.1061/JHYEFF.HEENG-5705
Grigg, N. S. (2024). Stormwater management: An integrated approach to support healthy, livable, and ecological cities. Urban Science, 8(3). https://doi.org/10.3390/urbansci8030089
Guptha, G. C., Swain, S., Al-Ansari, N., Taloor, A. K., & Dayal, D. (2022). Assessing the role of SuDS in resilience enhancement of urban drainage system: A case study of Gurugram City, India. Urban Climate, 41, 101075. https://doi.org/10.1016/j.uclim.2021.101075
Kang, Y., Liu, J., Liu, Q., Zhao, W., & Guo, Y. (2025). The impact of landscape patterns on surface runoff in the central urban area of Chengdu. Frontiers in Earth Science, 13. https://doi.org/10.3389/feart.2025.1542985
Kasmalkar, I. G., Serafin, K. A., Miao, Y., Bick, I. A., Ortolano, L., Ouyang, D., & Suckale, J. (2020). When floods hit the road: Resilience to flood-related traffic disruption in the San Francisco Bay Area and beyond. Science Advances, 6(32), eaba2423. https://doi.org/10.1126/sciadv.aba2423
Kim, K., Riley, S., Yamashita, E., Marasco, D., & Webster, L. (2024). Promoting porosity: Adaptation of urban roadways for flooding and climate change. Transportation Research Record, 2678(7), 549–562. https://doi.org/10.1177/03611981231208188
Kumar, V., Sharma, K. V., Caloiero, T., Mehta, D. J., & Singh, K. (2023). Comprehensive overview of flood modeling approaches: A review of recent advances. Hydrology, 10(7). https://doi.org/10.3390/hydrology10070141
Lameche, E., Boutaghane, H., Saber, M., Tanaka, K., Dahak, A., Kantoush, S. A., & Sumi, T. (2026). Climate-adaptive urban drainage modeling: Assessing future flood hazards in Algiers, Algeria. Urban Climate, 66, 102843. https://doi.org/10.1016/j.uclim.2026.102843
Le, H. N., Vo, D.-P., Nguyen, Q. D., Nguyen, B. Q., & Nguyen, C. C. (2024). Assessing the impacts of urbanization and climate change on urban drainage system. River, 3(2), 181–190. https://doi.org/10.1002/rvr2.83
Li, F., Yan, J., Xiong, X., Yan, H., Tao, T., & Wang, L. (2023). GIS-based fuzzy comprehensive evaluation of urban flooding risk with socioeconomic index system development. Environmental Science and Pollution Research, 30(18), 53635–53647. https://doi.org/10.1007/s11356-023-25972-z
Liu, B., Xu, C., Yang, J., Lin, S., & Wang, X. (2022). Effect of land use and drainage system changes on urban flood spatial distribution in Handan City: A case study. Sustainability, 14(21). https://doi.org/10.3390/su142114610
Lu, W., & Qin, X. (2019). Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system. Hydrology Research, 51(1), 77–89. https://doi.org/10.2166/nh.2019.233
Mabrouk, M., Han, H., Mahran, M. G. N., Abdrabo, K. I., & Yousry, A. (2024). Revisiting urban resilience: A systematic review of multiple-scale urban form indicators in flood resilience assessment. Sustainability, 16(12). https://doi.org/10.3390/su16125076
Mahato, R. B., Sahu, A., & Thomas, D. D. (2026). Integrating rainfall analysis and nature-based solutions for urban flood resilience in Panaji, Goa. Theoretical and Applied Climatology, 157(8), 490. https://doi.org/10.1007/s00704-026-06396-4
Marengo, J. A., Alves, L. M., Ambrizzi, T., Young, A., Barreto, N. J. C., & Ramos, A. M. (2020). Trends in extreme rainfall and hydrogeometeorological disasters in the Metropolitan Area of São Paulo: A review. Annals of the New York Academy of Sciences, 1472(1), 5–20. https://doi.org/10.1111/nyas.14307
Moazzem, S., Bhuiyan, M., Muthukumaran, S., Fagan, J., & Jegatheesan, V. (2024). A critical review of nature-based systems (NbS) to treat stormwater in response to climate change and urbanization. Current Pollution Reports, 10(2), 286–311. https://doi.org/10.1007/s40726-024-00297-8
Mohamed, A., & Katambara, Z. (2025). Evaluating the hydraulic performance and sustainability of the Simike-Nzovwe roadside drainage system in Mbeya City, Tanzania, using the Hydrologic Engineering Center's River Analysis System modelling. Asian Journal of Water, Environment and Pollution, 22(4), 240. https://doi.org/10.36922/AJWEP025190146
Molino, J., Martí-Fis, H., & Rodriguez-López, Y. (2026). Reconstructing IDF curves from daily rainfall records in data-scarce regions: A statistical method based on temporal disaggregation and Gumbel modeling. PLOS ONE, 21(7), e0351841. https://doi.org/10.1371/journal.pone.0351841
Mubarrok, S., & Jang, C. J. (2022). Annual maximum precipitation in Indonesia and its association to climate teleconnection patterns: An extreme value analysis. SOLA, 18, 187–192. https://doi.org/10.2151/sola.2022-030
Mugume, S. N., Kibibi, H., Sorensen, J., & Butler, D. (2024). Can blue-green infrastructure enhance resilience in urban drainage systems during failure conditions. Water Science and Technology, 89(4), 915–944. https://doi.org/10.2166/wst.2024.032
Mustafa, A., Szydłowski, M., & Aziz, S. Q. (2025). Optimizing impervious surface distribution and rainwater harvesting for urban flood resilience in semi-arid regions. Urban Science, 9(12). https://doi.org/10.3390/urbansci9120523
Natarajan, S., & Radhakrishnan, N. (2020). An integrated hydrologic and hydraulic flood modeling study for a medium-sized ungauged urban catchment area: A case study of Tiruchirappalli City using HEC-HMS and HEC-RAS. Journal of the Institution of Engineers (India): Series A, 101(2), 381–398. https://doi.org/10.1007/s40030-019-00427-2
Ongaga, C. O., Makokha, M., Obiero, K., Kipkemoi, I., & Diang'a, J. (2024). Urbanization and hydrological dynamics: A 22-year assessment of impervious surface changes and runoff in an urban watershed. Frontiers in Water, 6. https://doi.org/10.3389/frwa.2024.1455763
Osheen, Kansal, M. L., & Bisht, D. S. (2023). Evaluation of an urban drainage system using functional and structural resilience approach. Urban Water Journal, 20(10), 1794–1812. https://doi.org/10.1080/1573062X.2022.2044495
Panggabean, S. M., Ardianti, I. M., Ha, P. E., & Hartono, T. (2025). Community-based infrastructure and spatial adaptation in organic urban settlements: Evidence from the Code River Corridor, Yogyakarta, Indonesia. Journal of Engineering Innovation and Management Science, 2(1), 37-56. https://doi.org/10.64780/jeims.v2i1.16
Panos, C. L., Wolfand, J. M., & Hogue, T. S. (2021). Assessing resilience of a dual drainage urban system to redevelopment and climate change. Journal of Hydrology, 596, 126101. https://doi.org/10.1016/j.jhydrol.2021.126101
Rahayu, R., Mathias, S. A., Reaney, S., Vesuviano, G., Suwarman, R., & Ramdhan, A. M. (2023). Impact of land cover, rainfall and topography on flood risk in West Java. Natural Hazards, 116(2), 1735–1758. https://doi.org/10.1007/s11069-022-05737-6
Ramadhan, R., Marzuki, M., Suryanto, W., Sholihun, S., Yusnaini, H., & Muharsyah, R. (2024). Rainfall variability in Indonesia new capital associated with the Madden–Julian Oscillation and its contribution to flood events. Quaternary Science Advances, 13, 100163. https://doi.org/10.1016/j.qsa.2024.100163
Sahu, M. K., Shwetha, H. R., & Dwarakish, G. S. (2023). State-of-the-art hydrological models and application of the HEC-HMS model: A review. Modeling Earth Systems and Environment, 9(3), 3029–3051. https://doi.org/10.1007/s40808-023-01704-7
Shrestha, A., & Chini, C. M. (2025). Risk-based stormwater fragility curves for urbanized coastal flooding. Journal of Hydrology, 661, 133436. https://doi.org/10.1016/j.jhydrol.2025.133436
Singh, A., Dawson, D., Trigg, M. A., Wright, N., Seymour, C., & Ferriday, L. (2023). Drainage representation in flood models: Application and analysis of capacity assessment framework. Journal of Hydrology, 622, 129718. https://doi.org/10.1016/j.jhydrol.2023.129718
Siswanto, van der Schrier, G., & van den Hurk, B. (2022). Observed increase of urban extreme rainfall as surface temperature rise: The Jakarta case. Journal of the Meteorological Society of Japan, 100(3), 475–492. https://doi.org/10.2151/jmsj.2022-023
Snikitha, S., Kumar, G. P., & Dwarakish, G. S. (2024). A comprehensive review of cutting-edge flood modelling approaches for urban flood resilience enhancement. Water Conservation Science and Engineering, 10(1), 2. https://doi.org/10.1007/s41101-024-00327-y
Thien, N. D., Van, C. T., Au, N. H., Hang, N. T. T., Giang, N. N. H., Quang, C. N. X., & Tran, D. D. (2026). Urban roads and infrastructure expansion driving wetland loss and rising flood risks in Ho Chi Minh City, Vietnam. Discover Sustainability, 7(1), 530. https://doi.org/10.1007/s43621-026-02880-z
Wahid, K. B., Uddin, A. M. H., & Akter, A. (2026). Respond to urban floods and groundwater depletion: A managed aquifer recharge approach to alleviate urban water challenges. Science of the Total Environment, 1017, 181498. https://doi.org/10.1016/j.scitotenv.2026.181498
Wang, L., Cui, S., Li, Y., Huang, H., Manandhar, B., Nitivattananon, V., Fang, X., & Huang, W. (2022). A review of flood management: From flood control to flood resilience. Heliyon, 8(11). https://doi.org/10.1016/j.heliyon.2022.e11763
Wang, M., Li, Y., Yuan, H., Zhou, S., Wang, Y., Adnan Ikram, R. M., & Li, J. (2023). An XGBoost-SHAP approach to quantifying morphological impact on urban flooding susceptibility. Ecological Indicators, 156, 111137. https://doi.org/10.1016/j.ecolind.2023.111137
Wang, Y., Li, C., Liu, M., Cui, Q., Wang, H., Lv, J., Li, B., Xiong, Z., & Hu, Y. (2022). Spatial characteristics and driving factors of urban flooding in Chinese megacities. Journal of Hydrology, 613, 128464. https://doi.org/10.1016/j.jhydrol.2022.128464
Williams, M. R., & King, K. W. (2020). Changing rainfall patterns over the Western Lake Erie Basin (1975–2017): Effects on tributary discharge and phosphorus load. Water Resources Research, 56(3), e2019WR025985. https://doi.org/10.1029/2019WR025985
Xu, Q., & Chen, P. (2022). Comprehensive planning of drainage and waterlogging prevention layout based on urban double repair concept. Desalination and Water Treatment, 268, 285–295. https://doi.org/10.5004/dwt.2022.28701
Yang, W., & Zhang, J. (2021). Assessing the performance of gray and green strategies for sustainable urban drainage system development: A multi-criteria decision-making analysis. Journal of Cleaner Production, 293, 126191. https://doi.org/10.1016/j.jclepro.2021.126191
Yin, J., Yu, D., & Liao, B. (2021). A city-scale assessment of emergency response accessibility to vulnerable populations and facilities under normal and pluvial flood conditions for Shanghai, China. Environment and Planning B: Urban Analytics and City Science, 48(8), 2239–2253. https://doi.org/10.1177/2399808320971304
Zhang, Y., Zhao, W., Chen, X., Jun, C., Hao, J., Tang, X., & Zhai, J. (2021). Assessment on the effectiveness of urban stormwater management. Water, 13(1). https://doi.org/10.3390/w13010004
Zhao, J., Ke, E., Wang, B., & Zhao, Y. (2024). An optimization model for the impervious surface spatial layout considering differences in hydrological unit conditions for urban waterlogging prevention in urban renewal. Ecological Indicators, 158, 111546. https://doi.org/10.1016/j.ecolind.2024.111546
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Ikhwan Arif Purnama, Imanuel Kemenangenta Perangin Angin, Randy Setiawan

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.