Flood susceptibility mapping with machine learning, multi-criteria decision analysis and ensemble using Dempster Shafer Theory

TG Nachappa, ST Piralilou, K Gholamnia… - Journal of …, 2020 - Elsevier
Floods are one of the most widespread natural hazards occurring across the globe. The
main objective of this study was to produce flood susceptibility maps for the province of …

Adapting to flood risk under climate change

RL Wilby, R Keenan - Progress in physical geography, 2012 - journals.sagepub.com
Flooding is the most common natural hazard and third most damaging globally after storms
and earthquakes. Anthropogenic climate change is expected to increase flood risk through …

Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms

SVR Termeh, A Kornejady, HR Pourghasemi… - Science of the Total …, 2018 - Elsevier
Flood is one of the most destructive natural disasters which cause great financial and life
losses per year. Therefore, producing susceptibility maps for flood management are …

A GIS-based flood susceptibility assessment and its mapping in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with …

K Khosravi, E Nohani, E Maroufinia, HR Pourghasemi - Natural hazards, 2016 - Springer
Flood is one of the most prevalent natural disasters that frequently occur in the northern part
of Iran reported in hot spots of flood occurrences. The main aim of the current study was to …

Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method

MS Tehrany, B Pradhan, MN Jebur - Stochastic environmental research …, 2015 - Springer
Flood is one of the most commonly occurred natural hazards worldwide. Severe flood
occurrences in Kelantan, Malaysia cause damage to both life and property every year. Due …

Quantifying uncertainty sources in an ensemble of hydrological climate‐impact projections

T Bosshard, M Carambia, K Goergen… - Water Resources …, 2013 - Wiley Online Library
The quantification of uncertainties in projections of climate impacts on river streamflow is
highly important for climate adaptation purposes. In this study, we present a methodology to …

Projection of meteorological droughts in Nigeria during growing seasons under climate change scenarios

MS Shiru, S Shahid, A Dewan, ES Chung, N Alias… - Scientific reports, 2020 - nature.com
Like many other African countries, incidence of drought is increasing in Nigeria. In this work,
spatiotemporal changes in droughts under different representative concentration pathway …

An integrated approach of ground and aerial observations in flash flood disaster investigations. The case of the 2017 Mandra flash flood in Greece

M Diakakis, E Andreadakis, EI Nikolopoulos… - International Journal of …, 2019 - Elsevier
Abstract On November 15, 2017, a high intensity convective storm, reaching 300 mm in 13 h
in the core zone of the event, hit the western part of the region of Attica in Greece, causing a …

Assessment of future flood inundations under climate and land use change scenarios in the Ciliwung River Basin, Jakarta

BK Mishra, A Rafiei Emam, Y Masago… - Journal of Flood Risk …, 2018 - Wiley Online Library
This study assessed flood inundation of the Ciliwung River Basin, Greater Jakarta to
improve the urban water environment under climate change and unplanned urbanisation …

Impacts of climate change on streamflow in the upper Yangtze River basin

B Su, J Huang, X Zeng, C Gao, T Jiang - Climatic Change, 2017 - Springer
The impacts of climate change on streamflow in the upper Yangtze River basin were studied
using four hydrological models driven by bias-corrected climate projections from five …