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Cited article:

Incorporating Pipe Age and Sizes into Pipe Roughness Coefficient Estimation for Urban Flood Modeling: A Scenario-Based Roughness Approach

Soon Ho Kwon, Woo Jin Lee, Jong Hwan Kang and Hwandon Jun
Sustainability 17 (17) 7989 (2025)
https://doi.org/10.3390/su17177989