Flood prediction using machine learning models: Literature review

A Mosavi, P Ozturk, K Chau - Water, 2018 - mdpi.com
Floods are among the most destructive natural disasters, which are highly complex to model.
The research on the advancement of flood prediction models contributed to risk reduction …

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 …

Big data in natural disaster management: a review

M Yu, C Yang, Y Li - Geosciences, 2018 - mdpi.com
Undoubtedly, the age of big data has opened new options for natural disaster management,
primarily because of the varied possibilities it provides in visualizing, analyzing, and …

Application of HEC-RAS (2D) for flood hazard maps generation for Yesil (Ishim) river in Kazakhstan

N Ongdas, F Akiyanova, Y Karakulov, A Muratbayeva… - Water, 2020 - mdpi.com
The use of hydraulic models for carrying out flood simulations is a common practice globally.
The current study used HEC-RAS (2D) in order to simulate different flood scenarios on the …

Performances of the new HEC-RAS version 5 for 2-D hydrodynamic-based rainfall-runoff simulations at basin scale: Comparison with a state-of-the art model

P Costabile, C Costanzo, D Ferraro, F Macchione… - Water, 2020 - mdpi.com
The Hydrologic Engineering Centre-River Analysis System (HEC-RAS), developed by the
US Army Corps of Engineers, is one of the most known, analyzed and used model for flood …

A knowledge-guided visualization framework of disaster scenes for helping the public cognize risk information

J Zhu, J Zhang, Q Zhu, W Li, J Wu… - International Journal of …, 2024 - Taylor & Francis
As an important application of virtual geographic environments (VGEs), virtual disaster
scenes are essential in enhancing the public's risk awareness. However, existing virtual …

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

P Costabile, C Costanzo, G De Lorenzo… - Journal of Hydrology, 2020 - Elsevier
Flood hazard in urban areas is usually assessed by the estimations of parameters like flood
extent, water depths, flow velocities and other related quantities. These hydrodynamic …

2D hydrodynamic approach supporting evaluations of hydrological response in small watersheds: Implications for lag time estimation

G Barbero, P Costabile, C Costanzo, D Ferraro… - Journal of …, 2022 - Elsevier
The use of integrated flood models represents an approach of growing interest in the
literature, being the hydrological and hydrodynamic flood processes described entirely …

Enhancing river model set-up for 2-D dynamic flood modelling

P Costabile, F Macchione - Environmental Modelling & Software, 2015 - Elsevier
Flood hazard mapping is a topic of increasing interest involving several aspects in which a
series of progress steps have occurred in recent years. Among these, a valuable advance …

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

F Macchione, P Costabile, C Costanzo… - … modelling & software, 2019 - Elsevier
D representations of flood inundation through emerging formats in virtual and augmented
realities may be a powerful tool with which to interact with political decision-makers and to …