Flood inundation modelling: A review of methods, recent advances and uncertainty analysis

J Teng, AJ Jakeman, J Vaze, BFW Croke… - … modelling & software, 2017 - Elsevier
This paper reviews state-of-the-art empirical, hydrodynamic and simple conceptual models
for determining flood inundation. It explores their advantages and limitations, highlights the …

Recent advances and new frontiers in riverine and coastal flood modeling

K Jafarzadegan, H Moradkhani… - Reviews of …, 2023 - Wiley Online Library
Over the past decades, the scientific community has made significant efforts to simulate
flooding conditions using a variety of complex physically based models. Despite all …

A review on applications of urban flood models in flood mitigation strategies

W Qi, C Ma, H Xu, Z Chen, K Zhao, H Han - Natural Hazards, 2021 - Springer
As a result of climate change, urban areas are increasingly vulnerable to flooding, which can
cause devastating effects, both in terms of loss of life and property. Therefore, an accurate …

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

Z Guo, JP Leitao, NE Simões… - Journal of Flood Risk …, 2021 - Wiley Online Library
Computational complexity has been the bottleneck for applying physically based simulations
in large urban areas with high spatial resolution for efficient and systematic flooding …

Flood inundation mapping sensitivity to riverine spatial resolution and modelling approach

G Papaioannou, A Loukas, L Vasiliades, GT Aronica - Natural Hazards, 2016 - Springer
An innovative approach in the investigation of complex landscapes for hydraulic modelling
applications is the use of terrestrial laser scanner (TLS) that can lead to a high-resolution …

An ANN-based emulation modelling framework for flood inundation modelling: Application, challenges and future directions

H Chu, W Wu, QJ Wang, R Nathan, J Wei - Environmental Modelling & …, 2020 - Elsevier
Hydrodynamic models are commonly used to understand flood risk and inform flood
management decisions. However, their high computational cost can impose practical limits …

Accounting for uncertainty in real-time flood inundation mapping using HAND model: Iowa case study

Z Li, J Mount, I Demir - Natural Hazards, 2022 - Springer
This study examines the uncertainties associated with a rapid flood inundation mapping
approach based on height above the nearest drainage (HAND) model's parameters, inputs …

Investigating compound flooding in an estuary using hydrodynamic modelling: a case study from the Shoalhaven River, Australia

K Kumbier, RC Carvalho, AT Vafeidis… - Natural Hazards and …, 2018 - nhess.copernicus.org
Many previous modelling studies have considered storm-tide and riverine flooding
independently, even though joint-probability analysis highlighted significant dependence …

Artificial neural network based hybrid modeling approach for flood inundation modeling

S Xie, W Wu, S Mooser, QJ Wang, R Nathan… - Journal of Hydrology, 2021 - Elsevier
Flood inundation models are important tools in flood management. Commonly used flood
inundation models, such as hydrodynamic or simplified conceptual models, are either …

An operational method for flood directive implementation in ungauged urban areas

G Papaioannou, A Efstratiadis, L Vasiliades, A Loukas… - Hydrology, 2018 - mdpi.com
An operational framework for flood risk assessment in ungauged urban areas is developed
within the implementation of the EU Floods Directive in Greece, and demonstrated for Volos …