A comparative study of kernel logistic regression, radial basis function classifier, multinomial naïve bayes, and logistic model tree for flash flood susceptibility mapping

BT Pham, TV Phong, HD Nguyen, C Qi, N Al-Ansari… - Water, 2020 - mdpi.com
Risk of flash floods is currently an important problem in many parts of Vietnam. In this study,
we used four machine-learning methods, namely Kernel Logistic Regression (KLR), Radial …

Evaluation of a reliable method for flash flood hazard mapping in arid regions: a case study of the Gulf of Suez, Egypt

MM Mansour, M Nasr, M Fujii, C Yoshimura… - … on Environment Science …, 2022 - Springer
Flash floods are severe disasters that devastate the environment, society, and economy in
arid regions. Due to the scarcity of observed data from prior incidents, flash flood hazard …

GIS digital mapping of flood hazard in Jeddah–Makkah region from morphometric analysis

F Alqahtani, AA Qaddah - Arabian Journal of Geosciences, 2019 - Springer
Floods are considered to be one of the natural disasters that seriously affect people's lives
and property every year. Although, delineation and determination of hydrologic basins and …

Comparative assessment of the flash-flood potential within small mountain catchments using bivariate statistics and their novel hybrid integration with machine …

R Costache, H Hong, QB Pham - Science of the Total Environment, 2020 - Elsevier
The present study is carried out in the context of the continuous increase, worldwide, of the
number of flash-floods phenomena. Also, there is an evident increase of the size of the …

Flood spatial modeling in northern Iran using remote sensing and gis: A comparison between evidential belief functions and its ensemble with a multivariate logistic …

D Tien Bui, K Khosravi, H Shahabi, P Daggupati… - Remote Sensing, 2019 - mdpi.com
Floods are some of the most dangerous and most frequent natural disasters occurring in the
northern region of Iran. Flooding in this area frequently leads to major urban, financial …

The necessity of flood risk maps on Timiş River

GC Aldescu - IOP Conference Series: Earth and Environmental …, 2008 - iopscience.iop.org
The paper aims to clarify the necessity of risk reduction in flood prone areas along the Timis
River. Different methods to reduce risk in flood prone areas are analyzed as well. According …

Generation of a flood susceptibility map of evenly weighted conditioning factors for Hungary

N Sarkadi, E Pirkhoffer, D Lóczy… - Geographica …, 2022 - aseestant.ceon.rs
Over the past decades, in the mountainous, hilly and/or urban areas of Hungary several high-
intensity storms were followed by severe flash flooding and other hydrologic consequences …

Morphometric analysis and flash floods hazards assessment for Wadi Al Aawag drainage Basins, southwest Sinai, Egypt

MA El-Fakharany, NM Mansour - Environmental Earth Sciences, 2021 - Springer
Assessment of surface runoff in arid regions is extremely important. Water means life; hence,
the best management of flash floods promote groundwater recharge, prevents flood hazards …

Flash Flood Susceptibility Evaluation in Human-Affected Areas Using Geomorphological Methods—The Case of 9 August 2020, Euboea, Greece. A GIS-Based …

A Karkani, N Evelpidou, M Tzouxanioti, A Petropoulos… - GeoHazards, 2021 - mdpi.com
Flash floods occur almost exclusively in small basins, and they are common in small
Mediterranean catchments. They pose one of the most common natural disasters, as well as …

A geomorphic approach for identifying flash flood potential areas in the East Rapti River Basin of Nepal

TP Pangali Sharma, J Zhang, NR Khanal… - … International Journal of …, 2021 - mdpi.com
Basin geomorphology is a complete system of landforms and topographic features that play
a crucial role in the basin-scale flood risk evaluation. Nepal is a country characterized by …