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calibration, sensitivity analysis, SWMM, tropical climate, Udon Thani City, urban flooding Urban flooding is one of the most common natural hazards in cities, largely driven by the replacement of natural vegetation with impervious surfaces, such as concrete and asphalt (Bonneau et al. 2017; Goncalves et al. 2018; Li et al. 2020; Al-Rawas et al. 2024; Sattari et al. 2025).
As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.