Modelling urban sewer flooding and quantitative microbial risk assessment: A critical review

W Addison‐Atkinson, AS Chen… - Journal of Flood Risk …, 2022 - Wiley Online Library
Modelling urban inundation and its associated health implications is numerous in its many
applications. Flood modelling research contains a broad wealth of material, and microbial …

A rapid prediction model of urban flood inundation in a high-risk area coupling machine learning and numerical simulation approaches

X Yan, K Xu, W Feng, J Chen - International Journal of Disaster Risk …, 2021 - Springer
Climate change has led to increasing frequency of sudden extreme heavy rainfall events in
cities, resulting in great disaster losses. Therefore, in emergency management, we need to …

Development and comparison of two fast surrogate models for urban pluvial flood simulations

M Bermúdez, V Ntegeka, V Wolfs, P Willems - Water Resources …, 2018 - Springer
Detailed full hydrodynamic 1D-2D dual drainage models are a well-established approach to
simulate urban pluvial floods. However, despite modelling advances and increasing …

[HTML][HTML] Transferable and data efficient metamodeling of storm water system nodal depths using auto-regressive graph neural networks

A Garzón, Z Kapelan, J Langeveld, R Taormina - Water Research, 2024 - Elsevier
Storm water systems (SWSs) are essential infrastructure providing multiple services
including environmental protection and flood prevention. Typically, utility companies rely on …

Investigating relationships between landscape patterns and surface runoff from a spatial distribution and intensity perspective

L Wang, H Hou, Y Li, J Pan, P Wang, B Wang… - Journal of environmental …, 2023 - Elsevier
Rapid urbanization changes landscape patterns and results in frequent urban waterlogging
issues, which affect citizens' daily lives and cause economic loss. Understanding the spatial …

Research on water resource modeling based on machine learning technologies

Z Liu, J Zhou, X Yang, Z Zhao, Y Lv - Water, 2024 - mdpi.com
Water resource modeling is an important means of studying the distribution, change,
utilization, and management of water resources. By establishing various models, water …

A hybrid model for fast and probabilistic urban pluvial flood prediction

X Li, P Willems - Water Resources Research, 2020 - Wiley Online Library
Urban flooding is highly uncertain, so the use of probabilistic approaches in early flood
warning is encouraged. While well‐established 1‐D/2‐D hydrodynamic sewer models do …

Modeling pollutant buildup and washoff parameters for SWMM based on land use in a semiarid urban watershed

MC Tu, P Smith - Water, Air, & Soil Pollution, 2018 - Springer
Abstract SWMM (Storm Water Management Model) has been widely used in urban water
resources management. Despite its popularity, no commonly accepted pollutant buildup and …

Potential of GPM IMERG precipitation estimates to monitor natural disaster triggers in urban areas: The case of Rio de Janeiro, Brazil

A Getirana, D Kirschbaum, F Mandarino, M Ottoni… - Remote Sensing, 2020 - mdpi.com
Extreme rainfall can be a catastrophic trigger for natural disaster events at urban scales.
However, there remains large uncertainties as to how satellite precipitation can identify …

Co** with pluvial floods by private households

V Rözer, M Müller, P Bubeck, S Kienzler, A Thieken… - Water, 2016 - mdpi.com
Pluvial floods have caused severe damage to urban areas in recent years. With a projected
increase in extreme precipitation as well as an ongoing urbanization, pluvial flood damage …