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1,346 Results Found

  • Feature Paper
  • Review
  • Open Access
23 Citations
4,213 Views
13 Pages

Porosity Models for Large-Scale Urban Flood Modelling: A Review

  • Benjamin Dewals,
  • Martin Bruwier,
  • Michel Pirotton,
  • Sebastien Erpicum and
  • Pierre Archambeau

31 March 2021

In the context of large-scale urban flood modeling, porosity shallow-water models enable a considerable speed-up in computations while preserving information on subgrid topography. Over the last two decades, major improvements have been brought to th...

  • Article
  • Open Access
7 Citations
3,992 Views
25 Pages

Modelling Trends in Urban Flood Resilience towards Improving the Adaptability of Cities

  • Wenping Xu,
  • Xinyan Cai,
  • Qimeng Yu,
  • David Proverbs and
  • Ting Xia

5 June 2024

Urban flooding is one of the main challenges affecting sustainable urban development worldwide, threatening the safety and well-being of communities and citizens. The aim of this study is to assess the development and trends in urban flood resilience...

  • Article
  • Open Access
4 Citations
2,108 Views
21 Pages

30 January 2025

Flood models are essential for simulating and analysing urban flooding; however, accurately capturing the complex physical processes and their interactions remains challenging. This research introduces a multi-process flood modelling framework design...

  • Review
  • Open Access
34 Citations
10,521 Views
18 Pages

1 January 2023

Many urban areas in tropical Southeast Asia, e.g., Bangkok in Thailand, have recently been experiencing unprecedentedly intense flash floods due to climate change. The rapid flood inundation has caused extremely severe damage to urban residents and s...

  • Article
  • Open Access
15 Citations
4,936 Views
18 Pages

24 July 2021

Rainfall-runoff transformation on urban catchments involves physical processes governing runoff production in urban areas (e.g., interception, evaporation, depression, infiltration). Some previous 1D/2D coupled models do not include these processes....

  • Article
  • Open Access
12 Citations
3,711 Views
18 Pages

In recent years, urban flooding has become an increasingly serious problem, posing a serious threat to socio-economic development and personal safety. In this paper, we consider the Dongfeng Canal area in Zhengzhou City as an example and build a 1D/2...

  • Article
  • Open Access
2,918 Views
23 Pages

Urban Flood Model-Driven Optimization of Flood Control and Drainage Engineering Solutions

  • Yunning Liu,
  • Wenbin Zang,
  • Baoqi Li,
  • Fuxin Chai and
  • Xunping Liu

4 June 2025

With the rapid advances of global climate change and urbanization, urban flooding is causing greater losses. Existing urban flood control and drainage engineering design standards are often applied to single projects. This paper proposes a set of urb...

  • Article
  • Open Access
5 Citations
6,157 Views
25 Pages

Flood4castRTF: A Real-Time Urban Flood Forecasting Model

  • Michel Craninx,
  • Koen Hilgersom,
  • Jef Dams,
  • Guido Vaes,
  • Thomas Danckaert and
  • Jan Bronders

18 May 2021

Worldwide, climate change increases the frequency and intensity of heavy rainstorms. The increasing severity of consequent floods has major socio-economic impacts, especially in urban environments. Urban flood modelling supports the assessment of the...

  • Article
  • Open Access
2 Citations
3,567 Views
18 Pages

Improving Urban Flood Resilience: Urban Flood Risk Mitigation Assessment Using a Geospatial Model in the Urban Section of a River Corridor

  • Karla Vilca-Campana,
  • Lorenzo Carrasco-Valencia,
  • Carla Iruri-Ramos,
  • Berly Cárdenas-Pillco,
  • Adrián Escudero and
  • Andrea Chanove-Manrique

2 April 2025

Climate change and land use changes in urban landscapes exacerbate the runoff generation which produces economic losses and socio-environmental impacts. Urban rivers serve as blue–green infrastructure (BGI) offering ecosystem services (ESs), in...

  • Article
  • Open Access
9 Citations
4,419 Views
27 Pages

Numerical Modeling of Flash Flood Risk Mitigation and Operational Warning in Urban Areas

  • Zhengyang Cheng,
  • Konstantine P. Georgakakos,
  • Cristopher R. Spencer and
  • Randall Banks

13 August 2022

This paper aims to demonstrate the research-to-application and operational use of numerical hydrologic and hydraulic modeling to (a) quantify potential flash flood risks in small urban communities with high spatial resolution; (b) assess the effectiv...

  • Article
  • Open Access
36 Citations
9,990 Views
22 Pages

18 April 2020

Urban flooding, caused by unusually intense rainfall and failure of storm water drainage, has become more frequent and severe in many cities around the world. Most of the earlier studies focused on overland flooding caused by intense rainfall, with l...

  • Article
  • Open Access
2 Citations
2,391 Views
22 Pages

Simulating Future Exposure to Coastal Urban Flooding Using a Neural Network–Markov Model

  • Ayyoub Frifra,
  • Mohamed Maanan,
  • Mehdi Maanan and
  • Hassan Rhinane

Urbanization and climate change are two major challenges of the 21st century, and the effects of climate change, combined with the urbanization of coastal areas, increase the frequency of coastal flooding and the area exposed to it, resulting in incr...

  • Article
  • Open Access
12 Citations
4,380 Views
25 Pages

20 June 2022

Climate change, as well as increasing urbanization, lead to an increase in urban flooding events around the world. Accurate urban flood models are an established tool to predict flooding areas in urban as well as peri-urban catchments, to derive suit...

  • Article
  • Open Access
4 Citations
3,836 Views
12 Pages

The Impact of Underground Structures on Urban Flood Models

  • Martina Hauser,
  • Stefan Reinstaller,
  • Martin Oberascher,
  • Dirk Muschalla and
  • Manfred Kleidorfer

1 January 2024

Owing to climate change, heavy rainfall events have increased in recent years, often resulting in urban flooding. Urban flood models usually consider buildings to be closed obstacles, which is not the case in reality. To address this research gap, an...

  • Article
  • Open Access
19 Citations
6,287 Views
17 Pages

Development of a 1D/2D Urban Flood Model Using the Open-Source Models SWMM and MOHID Land

  • João Barreiro,
  • Flávio Santos,
  • Filipa Ferreira,
  • Ramiro Neves and
  • José S. Matos

30 December 2022

Urban pluvial floods are the outcome of the incapacity of drainage systems to convey the runoff generated by intense rainfall events. Cities have been struggling to control such hazards due to several pressures, such as urbanization increase, more fr...

  • Article
  • Open Access
21 Citations
6,768 Views
16 Pages

30 May 2022

Urban flood modeling usually involves simulating drainage network runoff and overland flow. We describe a method for urban pluvial flood modeling by coupling the stormwater management model (SWMM) with a raster-based 2D hydrodynamic model, which is b...

  • Review
  • Open Access
10 Citations
7,154 Views
24 Pages

Urban Flood Runoff Modeling in Japan: Recent Developments and Future Prospects

  • Akira Kawamura,
  • Hideo Amaguchi,
  • Jonas Olsson and
  • Hiroto Tanouchi

28 July 2023

Since the 20th century, Japan has experienced a period of very rapid urbanization. Cities have experienced substantial densification and expansion, resulting in gradually elevated flood risk. Urban flooding has also occurred in most large cities in J...

  • Article
  • Open Access
45 Citations
4,779 Views
12 Pages

At present, urban flood risk analysis and forecasting and early warning mainly use numerical models for simulation and analysis, which are more accurate and can reflect urban flood risk well. However, the calculation speed of numerical models is slow...

  • Article
  • Open Access
66 Citations
12,797 Views
28 Pages

Urban Flood Simulation Using MODCEL—An Alternative Quasi-2D Conceptual Model

  • Marcelo Gomes Miguez,
  • Bruna Peres Battemarco,
  • Matheus Martins De Sousa,
  • Osvaldo Moura Rezende,
  • Aline Pires Veról and
  • Giancarlo Gusmaroli

21 June 2017

Urban flood modelling has been evolving in recent years, due to computational facilities as well as to the possibility of obtaining detailed terrain data. Flood control techniques have also been evolving to integrate both urban flood and urban planni...

  • Article
  • Open Access
14 Citations
5,480 Views
12 Pages

Simulation of Hydraulic Structures in 2D High-Resolution Urban Flood Modeling

  • Yunsong Cui,
  • Qiuhua Liang,
  • Gang Wang,
  • Jiaheng Zhao,
  • Jinchun Hu,
  • Yuehua Wang and
  • Xilin Xia

15 October 2019

Urban flooding as a result of inadequate drainage capacity, failure of flood defenses, etc. is usually featured with highly transient hydrodynamics. Reliable and efficient prediction and forecasting of these urban flash floods is still a great techni...

  • Article
  • Open Access
2 Citations
4,398 Views
19 Pages

25 September 2024

Due to climate change, the frequency and intensity of torrential rainfall in urban areas are increasing, leading to more frequent flood damage. Consequently, there is a need for a rapid and accurate analysis of urban flood response capabilities. The...

  • Article
  • Open Access
79 Citations
8,998 Views
20 Pages

High-Resolution Hydrological-Hydraulic Modeling of Urban Floods Using InfoWorks ICM

  • Lariyah Mohd Sidek,
  • Aminah Shakirah Jaafar,
  • Wan Hazdy Azad Wan Abdul Majid,
  • Hidayah Basri,
  • Mohammad Marufuzzaman,
  • Muzad Mohd Fared and
  • Wei Chek Moon

14 September 2021

Malaysia, being a tropical country located near the equatorial doldrums, experiences the annual occurrence of flood hazards due to monsoon rainfalls and urban development. In recent years, environmental policies in the country have shifted towards su...

  • Article
  • Open Access
28 Citations
7,657 Views
16 Pages

1 November 2016

This study proposed two methods, boundary-type and pond-type, to link overland and underground space in urban flood modeling. The boundary-type treats the exit of underground space as an interface for inflow of floodwater by imposing open boundary co...

  • Feature Paper
  • Article
  • Open Access
4 Citations
3,556 Views
16 Pages

10 February 2023

Urban pluvial floods (UPFs) are a threat that is expected to increase with economic development, climate change, and the proliferation of urban cover worldwide. Methods to assess the spatiotemporal magnitude of UPFS and their impacts are needed to re...

  • Article
  • Open Access
3 Citations
3,469 Views
12 Pages

10 September 2022

Reliable time-efficient prediction of urban floods is one of the essential tasks for planning of disaster prevention and mitigation measures. A key challenge of urban flood models is to obtain reliable input data. While geometric data can be directly...

  • Article
  • Open Access
4 Citations
2,569 Views
16 Pages

Effect of Independent Variables on Urban Flood Models

  • Yanfen Geng,
  • Baohang Zhu and
  • Xin Zheng

8 December 2020

The simulation accuracy of urban flood models is affected by independent variables describing terrain resolution and artificial land cover. An evaluation of these effects could provide suggestions for the improvement of simulation accuracy when the a...

  • Article
  • Open Access
20 Citations
7,239 Views
14 Pages

15 June 2023

With the acceleration of urbanization in a river basin, the changes in the underlying surface structure of the basin are more and more intense, which causes frequent floods. This article aims to analyze the applicability of the HEC-HMS model in flood...

  • Article
  • Open Access
8 Citations
2,721 Views
25 Pages

A Sink Screening Approach for 1D Surface Network Simplification in Urban Flood Modelling

  • Guohan Zhao,
  • Ole Mark,
  • Thomas Balstrøm and
  • Marina B. Jensen

18 March 2022

Sinks configure the surface networks for overland flow processes representations during 1D hydrodynamic modelling. The excessive number of sinks detected from high-resolution DEMs can boost 1D computational costs significantly. To pursue optimal sink...

  • Article
  • Open Access
3 Citations
4,155 Views
21 Pages

7 May 2025

Global climate change and accelerated urbanization have intensified extreme rainfall events, exacerbating urban flood risks. Although data-driven models have shown potential in urban flood prediction, the ability of single models to capture complex n...

  • Feature Paper
  • Article
  • Open Access
56 Citations
6,466 Views
13 Pages

Urban Flood Hazard Modeling Using Self-Organizing Map Neural Network

  • Omid Rahmati,
  • Hamid Darabi,
  • Ali Torabi Haghighi,
  • Stefanos Stefanidis,
  • Aiding Kornejady,
  • Omid Asadi Nalivan and
  • Dieu Tien Bui

12 November 2019

Floods are the most common natural disaster globally and lead to severe damage, especially in urban environments. This study evaluated the efficiency of a self-organizing map neural network (SOMN) algorithm for urban flood hazard mapping in the case...

  • Article
  • Open Access
12 Citations
4,758 Views
25 Pages

Evaluating Urban Stream Flooding with Machine Learning, LiDAR, and 3D Modeling

  • Madeleine M. Bolick,
  • Christopher J. Post,
  • M. Z. Naser,
  • Farhang Forghanparast and
  • Elena A. Mikhailova

14 July 2023

Flooding in urban streams can occur suddenly and cause major environmental and infrastructure destruction. Due to the high amounts of impervious surfaces in urban watersheds, runoff from precipitation events can cause a rapid increase in stream water...

  • Feature Paper
  • Article
  • Open Access
27 Citations
7,578 Views
19 Pages

Urban Flood Modelling under Extreme Rainfall Conditions for Building-Level Flood Exposure Analysis

  • Christos Iliadis,
  • Panagiota Galiatsatou,
  • Vassilis Glenis,
  • Panagiotis Prinos and
  • Chris Kilsby

17 August 2023

The expansion of urban areas and the increasing frequency and magnitude of intense rainfall events are anticipated to contribute to the widespread escalation of urban flood risk across the globe. To effectively mitigate future flood risks, it is cruc...

  • Article
  • Open Access
16 Citations
4,633 Views
19 Pages

The present work is aimed at assessing the change in time of flood risk as a consequence of landscape modifications. The town of San Donà di Piave (Italy) is taken as a representative case study because, as most parts of the North Italy floodp...

  • Article
  • Open Access
2,266 Views
26 Pages

30 October 2025

Understanding urbanization and its impact on flooding and flood risk is crucial to better manage flood risk in the future. This study analyzed land use/land cover changes and how urbanization would impact flooding and flood risk in Kathmandu Valley o...

  • Article
  • Open Access
2,538 Views
25 Pages

12 December 2024

Deep learning (DL) approaches to forecast precipitation and inundation areas in the short-term forecast horizon have up until now been treated as independent research problems from the model development perspective. However, for the urban hydrology a...

  • Article
  • Open Access
76 Citations
18,829 Views
23 Pages

28 February 2019

This study deals with the use of remote sensing (RS), geographic information systems (GISs), hydrologic modeling (water modeling system, WMS), and hydraulic modeling (Hydrologic Engineering Center River Analysis System, HEC-RAS) to evaluate the impac...

  • Article
  • Open Access
25 Citations
4,709 Views
22 Pages

8 August 2019

The world has experienced large-scale urbanization in the past century, and this trend is ongoing. Urbanization not only causes land use/cover (LUC) changes but also changes the flood responses of watersheds. Lumped conceptual hydrological models can...

  • Article
  • Open Access
5 Citations
2,325 Views
23 Pages

9 October 2024

This research employs the maximum entropy (MaxEnt) model alongside game theory, integrated with an extensive framework of natural disaster risk management theory, to conduct a thorough analysis of the indicator factors related to urban flooding. This...

  • Article
  • Open Access
760 Views
24 Pages

A Universal Urban Flood Risk Model Based on Particle-Swarm-Optimization-Enhanced Spiking Graph Convolutional Networks

  • Xuhong Fang,
  • Jiaye Li,
  • Mengyao Wang,
  • Aifang Chen,
  • Songdong Shao and
  • Qunfeng Liu

7 November 2025

As climate change and urbanization accelerate, urban flooding poses an increasingly severe threat to urban residents and their properties, creating an urgent need for effective solutions to achieve sustainable urban disaster management. While physica...

  • Article
  • Open Access
18 Citations
6,474 Views
19 Pages

Hydrological and Hydraulic Modeling Applied to Flash Flood Events in a Small Urban Stream

  • Leonardo Souza Bruno,
  • Tiago Souza Mattos,
  • Paulo Tarso Sanches Oliveira,
  • André Almagro and
  • Dulce Buchala Bicca Rodrigues

9 December 2022

In flood area mapping studies, hydrological-hydraulic modeling has been successfully applied around the world. However, the object of study of most of the research developed in Brazil is medium to large channels that use topographical and hydrometeor...

  • Article
  • Open Access
1,392 Views
20 Pages

Research on Urban Flood Risk Assessment Based on Improved Structural Equation Modeling (ISEM) and the Extensible Matter-Element Analysis Method (EMAM)

  • Lin Yan,
  • Lihong Zhang,
  • Weichao Yang,
  • Caixia Chen,
  • Jianxin Lin,
  • Zhenxian Chen,
  • Xuefeng Jiang,
  • Haoyang Liang,
  • Peijiang Cong and
  • Tuo Xue
  • + 1 author

5 July 2025

With the rapid development of the global economy, urban flood events are occurring more frequently. Scientific risk assessment methods are of great significance in reducing the loss of life and property. This study is devoted to developing an integra...

  • Article
  • Open Access
3 Citations
2,991 Views
15 Pages

Urban Flood Prediction through GIS-Based Dual-Coupled Hydraulic Models

  • Marco Sinagra,
  • Carmelo Nasello and
  • Tullio Tucciarelli

5 October 2022

Propagation of pluvial floods in urban areas, occurring with return time periods of few years, can be well solved using dual models accounting for the mutual relationship between the water level in the streets and the discharges inside the sewer pipe...

  • Article
  • Open Access
34 Citations
7,350 Views
18 Pages

23 July 2023

Flood risk assessment and mapping are considered essential tools for the improvement of flood management. This research aims to construct a more comprehensive flood assessment framework by emphasizing factors related to human resilience and integrati...

  • Article
  • Open Access
2 Citations
2,073 Views
19 Pages

9 July 2023

Urban flooding disasters endanger people’s lives and property while causing significant economic damage to cities. To further improve the efficiency of urban flooding governance and promote the optimal allocation of resources, this article sele...

  • Article
  • Open Access
13 Citations
6,881 Views
17 Pages

22 May 2021

Increasingly frequent, high-intensity rain events associated with climatic change are driving urban drainage systems to function beyond their design discharge capacity. It has become an urgent issue to mitigate the water resource management challenge...

  • Article
  • Open Access
1 Citations
900 Views
31 Pages

15 September 2025

Urban historic districts play a vital role in shaping the cultural identity and heritage of cities. However, many of these areas face challenges such as aging buildings and deteriorating infrastructure. At the same time, the increasing frequency of e...

  • Article
  • Open Access
1,937 Views
17 Pages

Establishing Improved Modeling Practices of Segment-Tailored Boundary Conditions for Pluvial Urban Floods

  • Leon Frederik De Vos,
  • Nils Rüther,
  • Karan Mahajan,
  • Antonia Dallmeier and
  • Karl Broich

29 August 2024

Establishing appropriate boundary conditions is essential for developing high-accuracy hydrodynamic models. However, this task is particularly challenging in topographically varying urban domains without monotonous slopes due to insufficient boundary...

  • Article
  • Open Access
88 Citations
11,830 Views
24 Pages

Using High-Density LiDAR Data and 2D Streamflow Hydraulic Modeling to Improve Urban Flood Hazard Maps: A HEC-RAS Multi-Scenario Approach

  • Alin Mihu-Pintilie,
  • Cătălin Ioan Cîmpianu,
  • Cristian Constantin Stoleriu,
  • Martín Núñez Pérez and
  • Larisa Elena Paveluc

3 September 2019

The ability to extract streamflow hydraulic settings using geoinformatic techniques, especially in high populated territories like urban and peri-urban areas, is an important aspect of any disaster management plan and flood mitigation effort. 1D and...

  • Article
  • Open Access
3 Citations
2,161 Views
23 Pages

31 August 2025

To address urban flooding challenges exacerbated by climate change and urbanization, this study develops an integrated assessment framework combining the analytic hierarchy process (AHP), entropy weight method, and cloud model to quantify urban flood...

  • Review
  • Open Access
201 Citations
51,401 Views
35 Pages

The modelling and management of flood risk in urban areas are increasingly recognized as global challenges. The complexity of these issues is a consequence of the existence of several distinct sources of risk, including not only fluvial, tidal and co...

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