☆ 4.7 Review

Hydraulic modelling of inland urban flooding: Recent advances

JOURNAL OF HYDROLOGY (2022)

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Review Mechanics

Flood Inundation Prediction

Paul D. Bates

Summary: This review examines recent progress in mapping flood risk areas by combining appropriate physics, efficient numerical algorithms, big data sources, and model automation frameworks. It discusses the fluid mechanics and models used to predict inundation, as well as the developments in the last five years that have led to the creation of the first true fluid mechanics models of flooding over the entire terrestrial land surface.

ANNUAL REVIEW OF FLUID MECHANICS (2022)

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Article Water Resources

Experimental and numerical model studies on flash flood inundation processes over a typical urban street

Boliang Dong et al.

Summary: Accurate prediction of flood inundation processes in urban areas is challenging due to complex street layouts and infrastructures. This study conducted laboratory experiments and numerical simulations to investigate the influences of different infrastructures on flood inundation processes, finding that the sewer system plays a significant role in reducing water depth and flood velocity. The numerical simulations matched well with experimental findings, and certain inlet discharge capacity formulae showed better performance in representing geometric features of street inlets.

ADVANCES IN WATER RESOURCES (2021)

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Article Computer Science, Interdisciplinary Applications

Terrestrial and airborne laser scanning and 2-D modelling for 3-D flood hazard maps in urban areas: new opportunities and perspectives

Pierfranco Costabile et al.

Summary: Developing a shared understanding of current flood risk among stakeholders is a key goal of flood risk management. While flood maps are valuable tools for improving this understanding, supplementing them with 3D visualization techniques is seen as increasingly powerful for engaging people with flood hazards.

ENVIRONMENTAL MODELLING & SOFTWARE (2021)

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Article Environmental Sciences

Data-driven flood emulation: Speeding up urban flood predictions by deep convolutional neural networks

Zifeng Guo et al.

Summary: The paper presents a data-driven approach utilizing deep neural networks for flood prediction, reducing prediction time to 0.5% compared to physically-based models, with high accuracy and generalizability for various flood analysis applications.

JOURNAL OF FLOOD RISK MANAGEMENT (2021)

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Article Environmental Sciences

Impact-Based Forecasting for Pluvial Floods

V. Roezer et al.

Summary: Pluvial floods in urban areas are caused by local, fast storm events with high rainfall rates, which may increase the risk of flooding. The current warnings are mostly limited to rainfall intensities over larger areas, but a new impact-based forecasting system shows potential in providing more detailed and timely warnings. The system includes models for rainfall forecast, inundation, contaminant transport, and damage prediction, with the ability to provide early warnings up to 5 min before extreme rainfall events.

EARTHS FUTURE (2021)

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Editorial Material Environmental Sciences

The Value of Urban Flood Modeling

B. R. Rosenzweig et al.

Summary: Urban flood models play a critical role in flood risk assessment and resilience planning, but current models are limited in representing integrated flooding processes in urban areas. Further research and collaboration support are needed to address these limitations and enhance the effectiveness of flood models.

EARTHS FUTURE (2021)

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Article Engineering, Civil

Urban flood modeling using deep-learning approaches in Seoul, South Korea

Xinxiang Lei et al.

Summary: This study evaluated the capability of convolutional neural network (NNETC) and recurrent neural network (NNETR) models for flood hazard mapping in urban areas. The NNETC model showed slightly better prediction performance than the NNETR model, with terrain ruggedness index identified as the most important predictor.

JOURNAL OF HYDROLOGY (2021)

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Article Engineering, Civil

Extracting the location of flooding events in urban systems and analyzing the semantic risk using social sensing data

Yan Zhang et al.

Summary: This paper discusses the identification of urban functions using natural language processing techniques and proposes a new algorithm based on the BERT model called Geo-Semantic2vec. The algorithm was successfully applied in the Wuhan flooding event, showing promising results for urban flood location detection and risk assessment.

JOURNAL OF HYDROLOGY (2021)

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Article Engineering, Civil

How well do stormwater green infrastructure respond to changing climatic conditions?

Harsha Fowdar et al.

Summary: Urban green infrastructure like biofiltration systems are increasingly used worldwide to enhance urban greening and control stormwater pollution. The effectiveness of treatment depends on climate factors, with different plant species playing a key role in pollutant removal. The study found that plant species have a pollutant-specific contribution to removal and a mix of species can increase system resilience.

JOURNAL OF HYDROLOGY (2021)

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Article Engineering, Civil

Impact of the porosity of an urban block on the flood risk assessment: A laboratory experiment

Miguel Angel Mejia-Morales et al.

Summary: The research found that flow depth and depth-averaged velocity in the streets surrounding the block can vary significantly when modifying block porosity, with noticeable differences in flow depth observed at openings between street and block. The number and size of horizontal secondary flow cells within the block are the most impacted flow parameters. Flow parameters are less affected when moving away from the block, and the risk to pedestrians is dependent on the block porosity value.

JOURNAL OF HYDROLOGY (2021)

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Article Engineering, Civil

The analysis of urban flood risk propagation based on the modified susceptible infected recovered model

Peng Wang et al.

Summary: Urban flood poses a serious threat to urban safety and sustainable development, necessitating the understanding of potential changes for risk mitigation. Existing studies have mainly focused on physical characteristics and post-disaster reconstruction, while neglecting the potential risk consequences of flood risk propagation.

JOURNAL OF HYDROLOGY (2021)

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Article Environmental Sciences

Machine Learning and Urban Drainage Systems: State-of-the-Art Review

Soon Ho Kwon et al.

Summary: Machine learning technology has made significant advancements in the past decade, particularly in neural network models that can automatically compute relevant features and capture complex data distributions rapidly. This review paper highlights the potential of machine learning methods to address challenges in urban drainage systems and provides insights on current achievements and future directions in ML-based UDS modeling/applications.

WATER (2021)

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Article Environmental Sciences

Inclusion of Narrow Flow Paths between Buildings in Coarser Grids for Urban Flood Modeling: Virtual Surface Links

Sebastian Ramsauer et al.

Summary: This study introduces a new method to improve simulation results by adding virtual surface links, which significantly enhances simulation accuracy at the localized level while greatly reducing computation time.

WATER (2021)

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Article Engineering, Industrial

Human stability during floods: Experimental tests on a physical model simulating human body

Matteo Postacchini et al.

Summary: Urban floods are becoming more intense and frequent globally. Numerical models and empirical laws are crucial for understanding evacuee behavior during floods. Experimental results show that Forward Toppling Instability (FTI) condition significantly improves human stability compared to Backward Toppling Instability (BTI), which is contrary to previous literature findings.

SAFETY SCIENCE (2021)

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Article Water Resources

Experimental study of the flow patterns in a street during drainage or overflow to or from drains

Tariq Chibane et al.

Summary: The study investigates flow patterns in a street, finding that overflow significantly increases streamwise velocity and turbulence, which could validate CFD models for various flooding conditions.

URBAN WATER JOURNAL (2021)

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Review Environmental Sciences

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

Benjamin Dewals et al.

Summary: In the context of large-scale urban flood modeling, there are various porosity shallow-water models available, with different definitions of porosity parameters at either the scale of computational cells or the continuum of urban areas, as well as different flow models and parameterizations. A generally accepted model formulation has not yet been reached in this field.

WATER (2021)

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Article Engineering, Civil

A distributed hydrodynamic model for urban storm flood risk assessment

Hongping Zhang et al.

Summary: A distributed hydrodynamic model for urban storm flood risk assessment has been developed in this study, showing reliability and stability in various cases. It is capable of accurately simulating surface flooding in urban areas, adapting to different data availability, and providing practical and reliable solutions for urban storm flood risk assessments.

JOURNAL OF HYDROLOGY (2021)

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Article Environmental Sciences

Experimental and Numerical Study of the Effect of Model Geometric Distortion on Laboratory Modeling of Urban Flooding

Xuefang Li et al.

Summary: This study systematically assessed the influence of geometric distortion on upscaled flow depths and discharge partition in laboratory studies of urban flooding, finding that the distortion ratio affects these parameters, with the effects stabilizing asymptotically for ratios above 5. The research provides valuable insights for offsetting bias induced by geometric distortion in practical laboratory studies of urban flooding.

WATER RESOURCES RESEARCH (2021)

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Article Multidisciplinary Sciences

Comparison of dynamic flow interaction methods between pipe system and overland in urban flood analysis

Xiaoli Hao et al.

Summary: This study explored different modeling approaches for predicting urban flooding, introducing a new hydrodynamic model that showed high correlation in predicting inundation. The use of sub-catchments to collect surface runoff was found to be less predictive, while adopting cells showed better accuracy in predicting rainstorm-induced inundation.

SCIENTIFIC REPORTS (2021)

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Article Multidisciplinary Sciences

Application of different building representation techniques in HEC-RAS 2-D for urban flood modeling using the Toce River experimental case

Andam Mustafa et al.

Summary: This study analyzes the impact of building representation techniques and hydrodynamic model selection on urban flood simulations, concluding that the BR technique is effective for simulating building units under high Manning coefficients. The importance of the BR technique is highlighted, as it can assist researchers in utilizing low-resolution DEMs and open-source programs. The study aims to enhance understanding of numerical modeling and urban flooding.

PEERJ (2021)

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Article Water Resources

An Efficient GPU Implementation of a Coupled Overland-Sewer Hydraulic Model with Pollutant Transport

Javier Fernandez-Pato et al.

Summary: The study coupled a GPU-based 2D shallow water flow solver with a stormwater management model to conduct water quality analysis in urban hydrology/hydraulics. The model showed good validation results in real-world cases and achieved over 100 times faster simulations compared to traditional CPU computation.

HYDROLOGY (2021)

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Review Geosciences, Multidisciplinary

Urban surface water flood modelling - a comprehensive review of current models and future challenges

Kaihua Guo et al.

Summary: Urban flood modeling tools are in demand to predict surface water inundation caused by intense rainfall in urban areas, providing important information for scientists, engineers, and decision-makers.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2021)

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Review Environmental Sciences

Review and analysis of vehicle stability models during floods and proposal for future improvements

Ricardo A. Bocanegra et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2020)

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Article Water Resources

Sensitivity of 2D hydrodynamic modelling of urban floods to the forcing inputs: lessons from two field cases

Andre Paquier et al.

URBAN WATER JOURNAL (2020)

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Article Environmental Sciences

An approach to the modelling of stability of waste containers during urban flooding

Eduardo Martinez-Gomariz et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2020)

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Article Water Resources

On integral and differential porosity models for urban flooding simulation

Giada Varra et al.

ADVANCES IN WATER RESOURCES (2020)

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Article Water Resources

Urban flood risk mapping using data-driven geospatial techniques for a flood-prone case area in Iran

Hamid Darabi et al.

HYDROLOGY RESEARCH (2020)

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Article Engineering, Civil

Is local flood hazard assessment in urban areas significantly influenced by the physical complexity of the hydrodynamic inundation model?

Pierfranco Costabile et al.

JOURNAL OF HYDROLOGY (2020)

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Article Engineering, Civil

Three-dimensional urban flood inundation simulation based on digital aerial photogrammetry

Youtong Rong et al.

JOURNAL OF HYDROLOGY (2020)

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Article Geosciences, Multidisciplinary

Determining disaster severity through social media analysis: Testing the methodology with South East Queensland Flood tweets

Nayomi Kankanamge et al.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2020)

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Influence of urban forms on surface flow in urban pluvial flooding

Martin Bruwier et al.

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Urban flood hazard mapping using a hydraulic-GIS combined model

Boyu Feng et al.

NATURAL HAZARDS (2020)

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Article Engineering, Industrial

Towards the simulation of flood evacuation in urban scenarios: Experiments to estimate human motion speed in floodwaters

Gabriele Bernardini et al.

SAFETY SCIENCE (2020)

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Article Chemistry, Multidisciplinary

Analysis of Urban Flood Inundation Patterns According to Rainfall Intensity Using a Rainfall Simulator in the Sadang Area of South Korea

Hoje Seong et al.

APPLIED SCIENCES-BASEL (2020)

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Measuring the flow intrusion towards building areas during urban floods: Impact of the obstacles located in the streets and on the facade

Emmanuel Mignot et al.

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Urban flood inundation and damage assessment based on numerical simulations of design rainstorms with different characteristics

Chao Mei et al.

SCIENCE CHINA-TECHNOLOGICAL SCIENCES (2020)

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Depth prediction of urban flood under different rainfall return periods based on deep learning and data warehouse

Zening Wu et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2020)

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Urban Flood Prediction Using Deep Neural Network with Data Augmentation

Hyun Il Kim et al.

WATER (2020)

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Article Computer Science, Information Systems

Constructing the CityGML ADE for the Multi-Source Data Integration of Urban Flooding

Jie Shen et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2020)

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Assessing the impact of topography and land cover data resolutions on two-dimensional HEC-RAS hydrodynamic model simulations for urban flood hazard analysis

Emrah Yalcin

NATURAL HAZARDS (2020)

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Article Geosciences, Multidisciplinary

Effects of DEM resolution and resampling technique on building treatment for urban inundation modeling: a case study for the 2016 flooding of the HUST campus in Wuhan

Ji Shen et al.

NATURAL HAZARDS (2020)

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Article Environmental Sciences

Numerical Insights Into the Effects of Model Geometric Distortion in Laboratory Experiments of Urban Flooding

Xuefang Li et al.

WATER RESOURCES RESEARCH (2020)

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Article Environmental Sciences

Enhanced flood mapping using synthetic aperture radar (SAR) images, hydraulic modelling, and social media: A case study of Hurricane Harvey (Houston, TX)

Vincenzo Scotti et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2020)

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Article Engineering, Civil

Floodwater pathways in urban areas: A method to compute porosity fields for anisotropic subgrid models in differential form

Alessia Ferrari et al.

JOURNAL OF HYDROLOGY (2020)

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Article Environmental Sciences

CFD Modelling of the Transport of Soluble Pollutants from Sewer Networks to Surface Flows during Urban Flood Events

Md Nazmul Azim Beg et al.

WATER (2020)

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Effect of Independent Variables on Urban Flood Models

Yanfen Geng et al.

WATER (2020)

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Forecasting flood hazards in real time: a surrogate model for hydrometeorological events in an Andean watershed

Maria Teresa Contreras et al.

NATURAL HAZARDS AND EARTH SYSTEM SCIENCES (2020)

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A review of flood modeling methods for urban pluvial flood application

Dejene Tesema Bulti et al.

MODELING EARTH SYSTEMS AND ENVIRONMENT (2020)

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Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques

Hamid Darabi et al.

JOURNAL OF HYDROLOGY (2019)

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Article Environmental Sciences

Full-scale testing of stability curves for vehicles in flood waters

Grantley P. Smith et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2019)

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Article Environmental Sciences

Real-Time Urban Inundation Prediction Combining Hydraulic and Probabilistic Methods

Hyun Il Kim et al.

WATER (2019)

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Review Geosciences, Multidisciplinary

Validation of flood risk models: Current practice and possible improvements

Daniela Molinari et al.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2019)

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An ensemble neural network model for real-time prediction of urban floods

Simon Berkhahn et al.

JOURNAL OF HYDROLOGY (2019)

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Experimental study on the hydraulic capacity of grate inlets with supercritical surface flow conditions

Svenja Kemper et al.

WATER SCIENCE AND TECHNOLOGY (2019)

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Effects of digital terrain model uncertainties on high-resolution urban flood damage assessment

Chiara Arrighi et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2019)

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Flood risk management in sponge cities: The role of integrated simulation and 3D visualization

Chen Wang et al.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2019)

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Extracting quantitative data from non-conventional information for the hydraulic reconstruction of past urban flood events. A case study

Francesco Macchione et al.

JOURNAL OF HYDROLOGY (2019)

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Moving to 3-D flood hazard maps for enhancing risk communication

Francesco Macchione et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2019)

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Modeling of contaminant transport during an urban pluvial flood event - The importance of surface flow

Robert Saemann et al.

JOURNAL OF HYDROLOGY (2019)

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Modelling urban floods using a finite element staggered scheme with an anisotropic dual porosity model

Daniele P. Viero

JOURNAL OF HYDROLOGY (2019)

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Review Engineering, Civil

Experimental modelling of urban flooding: A review

Emmanuel Mignot et al.

JOURNAL OF HYDROLOGY (2019)

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Article Geosciences, Multidisciplinary

City-scale hydrodynamic modelling of urban flash floods: the issues of scale and resolution

Yun Xing et al.

NATURAL HAZARDS (2019)

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Article Water Resources

Flood inundation modeling in urbanized areas: A mesh-independent porosity approach with anisotropic friction

Alessia Ferrari et al.

ADVANCES IN WATER RESOURCES (2019)

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Scalable flood level trend monitoring with surveillance cameras using a deep convolutional neural network

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HYDROLOGY AND EARTH SYSTEM SCIENCES (2019)

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The importance of gully flow modelling to urban flood simulation

Jiun-Huei Jang et al.

URBAN WATER JOURNAL (2019)

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Article Water Resources

Experimental characterization of various scale hydraulic signatures in a flooded branched street network

P. Finaud-Guyot et al.

URBAN WATER JOURNAL (2019)

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Experimental investigation to estimate the discharge coefficient of a grate inlet under surcharge conditions

M. Gomez et al.

URBAN WATER JOURNAL (2019)

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Technical note: Laboratory modelling of urban flooding: strengths and challenges of distorted scale models

Xuefang Li et al.

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Modelling urban floods at submetre resolution: challenges or opportunities for flood risk management?

G. A. M. de Almeida et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2018)

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Review Environmental Sciences

Stability criteria for flooded vehicles: a state-of-the-art review

E. Martinez-Gomariz et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2018)

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Article Environmental Sciences

Influence of sewer network models on urban flood damage assessment based on coupled 1D/2D models

R. Martins et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2018)

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Surface to sewer flow exchange through circular inlets during urban flood conditions

Matteo Rubinato et al.

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Unstructured mesh adaptivity for urban flooding modelling

R. Hu et al.

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The effect of inclusion of inlets in dual drainage modelling

Tsang-Jung Chang et al.

JOURNAL OF HYDROLOGY (2018)

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Towards the optimal fusion of high-resolution Digital Elevation Models for detailed urban flood assessment

J. P. Leitao et al.

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Effect of inlet modelling on surface drainage in coupled urban flood simulation

Jiun-Huei Jang et al.

JOURNAL OF HYDROLOGY (2018)

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Sensitivity of flood loss estimates to building representation and flow depth attribution methods in micro-scale flood modelling

Maria Bermudez et al.

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Article Environmental Sciences

Influence of urban pattern on inundation flow in floodplains of lowland rivers

M. Bruwier et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2018)

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Building performance in dam-break flow - an experimental study

Lu Liu et al.

URBAN WATER JOURNAL (2018)

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Quantification of energy losses at a surcharging manhole

M. Rubinato et al.

URBAN WATER JOURNAL (2018)

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Experimental insight for flood flow repartition in urban areas

P. Finaud-Guyot et al.

URBAN WATER JOURNAL (2018)

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Development and Comparison of Two Fast Surrogate Models for Urban Pluvial Flood Simulations

Maria Bermudez et al.

WATER RESOURCES MANAGEMENT (2018)

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Variance based sensitivity analysis of 1D and 2D hydraulic models: An experimental urban flood case

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Experimental analyses of impact forces on buildings exposed to fluvial hazards

Michael Sturm et al.

JOURNAL OF HYDROLOGY (2018)

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On the Characteristics of Velocities Fields in the Vicinity of Manhole Inlet Grates During Flood Events

R. Martins et al.

WATER RESOURCES RESEARCH (2018)

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Flux closures and source term models for shallow water models with depth-dependent integral porosity

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ADVANCES IN WATER RESOURCES (2018)

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Improved Building Treatment Approach for Urban Inundation Modeling: A Case Study in Wuhan, China

Ji Shen et al.

WATER (2018)

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Stability of Individuals during Urban Inundations: What Should We Learn from Field Observations?

Hubert Chanson et al.

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A new experiments-based methodology to define the stability threshold for any vehicle exposed to flooding

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Dual integral porosity shallow water model for urban flood modelling

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ADVANCES IN WATER RESOURCES (2017)

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Crowdsourced data for flood hydrology: Feedback from recent citizen science projects in Argentina, France and New Zealand

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Distorted Physical Model to Study Sudden Partial Dam Break Flows in an Urban Area

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Global flood risk under climate change

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Building treatments for urban flood inundation models and implications for predictive skill and modeling efficiency

Jochen E. Schubert et al.

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Gmsh: A 3-D finite element mesh generator with built-in pre- and post-processing facilities

Christophe Geuzaine et al.

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Integral formulation of shallow-water equations with anisotropic porosity for urban flood modeling

Brett F. Sanders et al.

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Reduced complexity strategies for modelling urban floodplain inundation

Hilary K. McMillan et al.

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Flux and source term discretization in two-dimensional shallow water models with porosity on unstructured grids

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INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS (2006)

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