Quantitative flood hazard assessment methods: A review

A Maranzoni, M D'Oria, C Rizzo - Journal of Flood Risk …, 2023 - Wiley Online Library
Flood hazard assessment is a fundamental step in flood risk map**. Quantitative
assessment requires hydrodynamic modelling of the flooding process in order to calculate …

Perspectives for flood risk assessment and management for mega-city metro system

HM Lyu, SL Shen, A Zhou, J Yang - Tunnelling and Underground Space …, 2019 - Elsevier
This paper presents an overview on the risk assessment approaches for inundation of metro
systems based on regional flood risk assessment methods. Detailed summarization is …

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

FS Hosseini, B Choubin, A Mosavi, N Nabipour… - Science of the total …, 2020 - Elsevier
Flash-floods are increasingly recognized as a frequent natural hazard worldwide. Iran has
been among the most devastated regions affected by the major floods. While the temporal …

Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms

S Talukdar, B Ghose, Shahfahad, R Salam… - … Research and Risk …, 2020 - Springer
The flooding in Bangladesh during monsoon season is very common and frequently
happens. Consequently, people have been experiencing tremendous damage to properties …

Flood susceptibility assessment in Bangladesh using machine learning and multi-criteria decision analysis

M Rahman, C Ningsheng, MM Islam, A Dewan… - Earth Systems and …, 2019 - Springer
This work proposes a new approach by integrating statistical, machine learning, and multi-
criteria decision analysis, including artificial neural network (ANN), logistic regression (LR) …

Flood susceptibility map** using GIS-based analytic network process: A case study of Perlis, Malaysia

UL Dano, AL Balogun, AN Matori, K Wan Yusouf… - Water, 2019 - mdpi.com
Understanding factors associated with flood incidence could facilitate flood disaster control
and management. This paper assesses flood susceptibility of Perlis, Malaysia for reducing …

Multi-criteria approach to develop flood susceptibility maps in arid regions of Middle East

SH Mahmoud, TY Gan - Journal of Cleaner Production, 2018 - Elsevier
Flood susceptibility and risk assessment are very important for suitable urban development.
The present study introduces a methodology for identifying flood susceptibility zones using a …

Urbanization and climate change implications in flood risk management: Develo** an efficient decision support system for flood susceptibility map**

SH Mahmoud, TY Gan - Science of the Total Environment, 2018 - Elsevier
The effects of urbanization and climate change impact to the flood risk of two governorates in
Egypt were analyzed. Non-parametric change point and trend detection algorithms were …

Application of stacking hybrid machine learning algorithms in delineating multi-type flooding in Bangladesh

M Rahman, N Chen, A Elbeltagi, MM Islam… - Journal of …, 2021 - Elsevier
Floods are among the most devastating natural hazards in Bangladesh. The country
experiences multi-type floods (ie, fluvial, flash, pluvial, and surge floods) every year …

Application of remote sensing in flood management with special reference to monsoon Asia: a review

J Sanyal, XX Lu - Natural Hazards, 2004 - Springer
The conventional means to record hydrological parameters of aflood often fail to record an
extreme event. Remote sensingtechnology along with geographic information system (GIS) …