Deep learning methods for flood map**: a review of existing applications and future research directions

R Bentivoglio, E Isufi, SN Jonkman… - Hydrology and Earth …, 2022 - hess.copernicus.org
Deep Learning techniques have been increasingly used in flood management to overcome
the limitations of accurate, yet slow, numerical models, and to improve the results of …

[HTML][HTML] Flood risk in urban areas: Modelling, management and adaptation to climate change. A review

L Cea, P Costabile - Hydrology, 2022 - mdpi.com
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 …

[HTML][HTML] An integrated framework for high-resolution urban flood modelling considering multiple information sources and urban features

Y Wang, AS Chen, G Fu, S Djordjević, C Zhang… - … modelling & software, 2018 - Elsevier
High accuracy models are required for informed decision making in urban flood
management. This paper develops a new holistic framework for using information collected …

Experimental modelling of urban flooding: A review

E Mignot, X Li, B Dewals - Journal of Hydrology, 2019 - Elsevier
We review the 45 available studies of urban flooding based on laboratory experiments. We
distinguish between the studies focusing on the flow in (i) a single street intersection,(ii) …

A rapid urban flood inundation and damage assessment model

B Jamali, R Löwe, PM Bach, C Urich… - Journal of …, 2018 - Elsevier
Urban pluvial flooding is a global challenge that is frequently caused by the lack of available
infiltration, retention and drainage capacity in cities. This paper presents RUFIDAM, an …

[HTML][HTML] A weighted cellular automata 2D inundation model for rapid flood analysis

M Guidolin, AS Chen, B Ghimire, EC Keedwell… - … Modelling & Software, 2016 - Elsevier
To achieve fast flood modelling for large-scale problems, a two-dimensional cellular
automata based model was developed. This model employs simple transition rules and a …

Impact of climate change on disruption to urban transport networks from pluvial flooding

M Pregnolato, A Ford, V Glenis, S Wilkinson… - Journal of …, 2017 - ascelibrary.org
Short-duration, high-intensity rainfall causes significant disruption to transport operations,
and climate change is projected to increase the frequency and intensity of these events …

Breaking down the computational barriers to real‐time urban flood forecasting

VY Ivanov, D Xu, MC Dwelle… - Geophysical …, 2021 - Wiley Online Library
Flooding impacts are on the rise globally, and concentrated in urban areas. Currently, there
are no operational systems to forecast flooding at spatial resolutions that can facilitate …

Representing buildings and urban features in hydrodynamic flood models

C Iliadis, V Glenis, C Kilsby - Journal of Flood Risk …, 2024 - Wiley Online Library
Flood risk in cities and built‐up areas is a major threat which is likely to grow due to
increased urbanisation and climate change. It is a priority for urban planning, civil defence …

Characterising flash flood response to intense rainfall and impacts using historical information and gauged data in Britain

DR Archer, HJ Fowler - Journal of Flood Risk Management, 2018 - Wiley Online Library
We analyse chronologies of historical flash floods derived from searches of newspaper
archives and other sources commencing before 1800 and recent gauged rainfall and stream …