Evaluating Urban Flood Risk and Mitigation Strategies Using Hydrological and Hydraulic Modelling: A Case Study
Abstract
This study aims to analyze the characteristics of the Tallo River runoff before and after infrastructure development; identify the main factors causing flood inundation in the affected area and develop flood mitigation strategies based on hydrological and hydraulic modeling. The methods used include data collection using 15 years of rainfall data (2010–2024), topographic maps (DEM), and land use information; hydrological analysis by calculating the design flood discharge using the Rational and Nakayasu methods; hydraulic modeling with HEC-RAS 2D flood inundation simulation to understand the pattern of inundation distribution due to increasing runoff discharge; evaluation of the impact of development by comparing the runoff discharge before and after development and identifying its contribution to flood risk and mitigation strategies by compiling technical recommendations such as raising the embankment, improving drainage, and increasing the elevation of the affected area. The results of the study indicate that flooding in the Tallo River is mainly caused by the river's inability to accommodate the runoff discharge and the backwater effect of the urban drainage system. The increase in discharge due to the construction of a shopping center was recorded as very small (0.84 m³/second) and was not significant to the occurrence of flooding. The proposed mitigation strategies include building a 2.5-meter high embankment, increasing drainage capacity, and regulating the elevation of the affected area. This study is expected to be a reference in flood risk management based on hydrology and hydraulics in urban areas.
References
Abon, C. C., Primo C. David, C., & Tabios III, G. Q. (2012). Community‐based monitoring for flood early warning system: An example in central Bicol River Basin, Philippines. Disaster Prevention and Management: An International Journal, 21(1), 85-96. http://dx.doi.org/10.1108/09653561211202728
Al-Hussein, A. A., Khan, S., Ncibi, K., Hamdi, N., & Hamed, Y. (2022). Flood analysis using HEC-RAS and HEC-HMS: a case study of Khazir River (Middle East—Northern Iraq). Water, 14(22), 3779. https://doi.org/10.3390/w14223779
Andrews, J., Lee, J., Mason, J. B., Singh, R., Jahangeer, J., Nam, Y., ... & Tang, Z. (2025). Spatial disparities in flood risk exposure: a building-level analysis of mobile home parks in eastern Nebraska. Natural Hazards, 1-28. http://dx.doi.org/10.1007/s11069-025-07375-0
Annys, S. (2021). The impact of river regulation on downstream socio-hydrologic systems in Ethiopia. Afrika Focus, 34(2), 360-378. http://dx.doi.org/10.1163/2031356X-34020010
Baker, C., Thompson, J. R., & Simpson, M. (2009). Hydrological dynamics I: surface waters, flood and sediment dynamics. The wetlands handbook, 2, 120-168. http://dx.doi.org/10.1002/9781444315813.ch6
Blöschl, G. (2022). Three hypotheses on changing river flood hazards. Hydrology and Earth System Sciences, 26(19), 5015-5033. https://doi.org/10.5194/hess-26-5015-2022
Booth, C. A., & Gleed, F. M. (2024). More than just sandbags: a review of temporary and demountable flood barrier choices and complications. Research Handbook on Flood Risk Management, 112-131. https://doi.org/10.4337/9781839102981.00016
BR, S. H. (1990). Hydrological analysis. Yogyakarta: Inter-University Center - Engineering Sciences.
Costabile, P., Costanzo, C., Ferraro, D., & Barca, P. (2021). Is HEC-RAS 2D accurate enough for storm-event hazard assessment? Lessons learnt from a benchmarking study based on rain-on-grid modelling. Journal of Hydrology, 603, 126962. https://doi.org/10.1016/j.jhydrol.2021.126962
Enow, S. T. (2022). Price clustering in international financial markets during the COVID-19 pandemic and its implications. Eurasian Journal of Economics and Finance, 10(2), 46–53. https://doi.org/10.15604/ejef.2022.10.02.001
Gunawan, G. (2018). Final project: Bengkulu water flood forecasting model using HEC-RAS application and geographic information system [Unpublished undergraduate thesis].
Hadisusanto, N. (2011). Hydrology applications. Yogyakarta: Jogja Media Utama.
Hasan, H. H., Mohd Razali, S. F., Ahmad Zaki, A. Z. I., & Mohamad Hamzah, F. (2019). Integrated hydrological-hydraulic model for flood simulation in tropical urban catchment. Sustainability, 11(23), 6700. https://doi.org/10.3390/su11236700
Hawley, R. J., & Bledsoe, B. P. (2011). How do flow peaks and durations change in suburbanizing semi-arid watersheds? A southern California case study. Journal of Hydrology, 405(1-2), 69-82. https://doi.org/10.1016/j.jhydrol.2011.05.011
Hooke, J. (2003). Coarse sediment connectivity in river channel systems: a conceptual framework and methodology. Geomorphology, 56(1-2), 79-94. http://dx.doi.org/10.1016/S0169-555X(03)00047-3
Hou, Y., Wei, Y., Wu, S., & Li, J. (2023). Mapping the social, economic, and ecological impact of floods in Brisbane. Water, 15(21), 3842. https://doi.org/10.3390/w15213842
Huang, Y., Lange, E., & Ma, Y. (2022). Living with floods and reconnecting to the water–landscape planning and design for delta plains. Journal of Environmental Engineering and Landscape Management, 30(1), 206-219. http://dx.doi.org/10.3846/jeelm.2022.16352
Jackson, S. R., & Maidment, D. R. (2014). RiverML: a harmonized transfer language for river hydraulic models. Center for Research in Water Resources, University of Texas at Austin.
Kamiana, M. (2011). Design discharge calculation technique for water structures. Yogyakarta: Graha Ilmu.
Khafifah, H. N., Mustari, W., Kasmawati., & Gaffar, F. (2023). Hydraulic analysis of Tallo River using HEC-RAS application. National Conference on Civil Engineering, 15, [page number if available].
Kim, S. W., Chun, K. W., Kim, M., Catani, F., Choi, B., & Seo, J. I. (2020). Effect of antecedent rainfall conditions and their variations on shallow landslide-triggering rainfall thresholds in South Korea. Landslides, 18(2), 569–582. https://doi.org/10.1007/s10346-020-01505-4
Klau, R. R., Lango, A. K. W., Krisnayanti, D. S., Udiana, I. M., & Rozari, P. D. (2024). Prediction of peak discharge using the SCS Curve Number method in the Manikin Watershed. IOP Conference Series: Earth and Environmental Science, 1343(1), 012007. https://doi.org/10.1088/1755-1315/1343/1/012007
Kodatie, R. J. (2013). Rekayasa dan manajemen banjir kota. Yogyakarta: CV ANDI OFFSET.
Leopold, L. B., & Maddock, T. (1953). The hydraulic geometry of stream channels and some physiographic implications (Vol. 252). US Government Printing Office.
Limantara, L. M. (2010). Hidrologi praktis. Bandung: Lubuk Agung.
Lisetskii, F. N., & Buryak, Z. A. (2023). Runoff of water and its quality under the combined impact of agricultural activities and urban development in a small river basin. Water, 15(13), 2443. https://doi.org/10.3390/w15132443
Lucas, L. V., Brown, C. J., Robertson, D. M., Baker, N. T., Johnson, Z. C., Green, C. T., ... & Stackelberg, P. E. (2025). Gaps in Water Quality Modeling of Hydrologic Systems. Water, 17(8), 1200. https://doi.org/10.3390/w17081200
Ma, Y., Cui, Y., Tan, H., & Wang, H. (2022). Case study: Diagnosing China's prevailing urban flooding—Causes, challenges, and solutions. Journal of Flood Risk Management, 15(3), e12822. http://dx.doi.org/10.1111/jfr3.12822
Marselina, M., Nurhayati, S. A., & Pandia, S. L. (2022). Flood analysis and estimating economic losses in an affected area (case study: Cikapundung Watershed). Air, Soil and Water Research, 15. https://doi.org/10.1177/11786221221131277
Mfon, I. E., Oguike, M. C., Eteng, S. U., & Etim, N. M. (2022). Causes and effects of flooding in Nigeria: A review. East Asian Journal of Multidisciplinary Research, 1(9), 1777-1792. https://doi.org/10.55927/eajmr.v1i9.1261
Nguyen, H. N., Fukuda, H., & Nguyen, M. N. (2024). Assessment of the susceptibility of urban flooding using GIS with an analytical hierarchy process in Hanoi, Vietnam. Sustainability, 16(10), 3934. https://doi.org/10.3390/su16103934
Patil, M. S., & Kambekar, A. R. (2022). Floodplain mapping using hydraulic simulation and geographic information system. Indian Journal of Science and Technology, 15(39), 2027–2036. https://doi.org/10.17485/ijst/v15i39.1056
Ramos, H. M., & Besharat, M. (2021). Urban flood risk and economic viability analyses of a smart sustainable drainage system. Sustainability, 13(24), 13889. https://doi.org/10.3390/su132413889
Rauf, I. (2025). Flood control hydraulic modelling of Meja Watershed with structural approach using HEC-RAS 6.4. IOP Conference Series: Earth and Environmental Science, 1454(1), 012015. https://doi.org/10.1088/1755-1315/1454/1/012015
Ruezzene, C. B., Miranda, R. B. d., Bolleli, T. M., & Mauad, F. F. (2021). Filling and validating rainfall data based on statistical techniques and artificial intelligence. Ambiente e Agua - An Interdisciplinary Journal of Applied Science, 16(6), 1–14. https://doi.org/10.4136/ambi-agua.2767
Sadiqzai, H. Y., Khan, A. U., Khan, F. A., Ullah, B., & Khan, J. (2024). Flood inundation mapping under climate change scenarios: Insights from CMIP6. Water Practice & Technology, 19(6), 2419–2441. https://doi.org/10.2166/wpt.2024.146
Sene, K. (2008). Flood warning, forecasting and emergency response. Springer Science & Business Media.
Setyawan, A., Koddeng, B., & Patandianan, M. V. (2013). Identification of flood-prone areas along the Tallo River in Makassar City. Journal of Maritime Regions and Cities, 1(2).
Shah, A. A., Ullah, A., Mudimu, G. T., Khan, N. A., Khan, A., & Xu, C. (2023). Reconnoitering NGOs strategies to strengthen disaster risk communication (DRC) in Pakistan: a conventional content analysis approach. Heliyon, 9(7). https://doi.org/10.1016/j.heliyon.2023.e17928
Shamkhi, M. S., Azeez, M. K., & Obeid, Z. H. (2022). Deriving rainfall intensity–duration–frequency (IDF) curves and testing the best distribution using EasyFit Software 5.5 for Kut City, Iraq. Open Engineering, 12(1), 834–843. https://doi.org/10.1515/eng-2022-0330
Sheng, S., Chen, H., Lin, K., Zhou, Y., Wang, J., Chen, J., Xiong, L., Guo, S., & Xu, C.-Y. (2023). Enhancing runoff simulation precision in the critical zone through spatiotemporal interpolation of areal rainfall with matrix decomposition. Hydrological Processes, 37(11). https://doi.org/10.1002/hyp.15039
Tan, W., Liew, W. S., & Ling, L. (2021). Statistical modelling of extreme rainfall in Peninsular Malaysia. ITM Web of Conferences, 36, 01012. https://doi.org/10.1051/itmconf/20213601012.
Wang, L., Cui, S., Li, Y., Huang, H., Manandhar, B., Nitivattananon, V., ... & Huang, W. (2022). A review of the flood management: from flood control to flood resilience. Heliyon, 8(11). https://doi.org/10.1016/j.heliyon.2022.e11763
Wohl, R. (2005). The spectacle of flight: aviation and the Western imagination, 1920-1950. Yale University Press.
Xu, E., Wang, H., Zhang, Y., Li, S., Tang, Y., Zhou, Z., ... & Li, Y. (2025). A Survey of Physics-Informed AI for Complex Urban Systems. arXiv preprint arXiv:2506.13777. https://doi.org/10.48550/arXiv.2506.13777
Copyright (c) 2025 Journal La Lifesci

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



