Modeling flood susceptibility using data-driven approaches of naïve bayes tree, alternating decision tree, and random forest methods
Floods are one of the most devastating types of disasters that cause loss of lives and
property worldwide each year. This study aimed to evaluate and compare the prediction …
property worldwide each year. This study aimed to evaluate and compare the prediction …
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model
A Yaseen, J Lu, X Chen - Stochastic Environmental Research and Risk …, 2022 - Springer
Floods are among the most destructive natural hazards. Therefore, their prediction is pivotal
for flood management and public safety. Factors contributing to flood are different for every …
for flood management and public safety. Factors contributing to flood are different for every …
[PDF][PDF] Predicting land use effects on flood susceptibility using machine learning and remote sensing in coastal Vietnam
Flood damage is becoming increasingly severe in the context of climate change and
changes in land use. Assessing the effects of these changes on floods is important, to help …
changes in land use. Assessing the effects of these changes on floods is important, to help …
Flash-flood hazard susceptibility mapping in Kangsabati River Basin, India
R Chakrabortty, S Chandra Pal, F Rezaie… - Geocarto …, 2022 - Taylor & Francis
Flood-susceptibility mapping is an important component of flood risk management to control
the effects of natural hazards and prevention of injury. We used a remote-sensing and …
the effects of natural hazards and prevention of injury. We used a remote-sensing and …
Incorporating multi-criteria decision-making and fuzzy-value functions for flood susceptibility assessment
Floods are among the most frequently occurring natural disasters and the costliest in terms
of human life and ecosystem disturbance. Identifying areas susceptible to flooding is …
of human life and ecosystem disturbance. Identifying areas susceptible to flooding is …
Integrated assessment of flood risk in Arial Khan floodplain of Bangladesh under changing climate and socioeconomic conditions
In the assessment of flood risk, the future flood hazard due to climate change is often tied to
the present socioeconomic conditions. This makes an implicit assumption that the drivers of …
the present socioeconomic conditions. This makes an implicit assumption that the drivers of …
An integrated flood risk assessment approach based on coupled hydrological-hydraulic modeling and bottom-up hazard vulnerability analysis
Accurately quantifying and assessing the flood risks is critical for flood hazard mitigation and
prevention. This study proposed a new integrated flood risk assessment framework to map …
prevention. This study proposed a new integrated flood risk assessment framework to map …
Flood prediction and vulnerability assessment at the south-western region of Bangladesh
Flood is a frequent experience for the people living in Bangladesh, especially in the south-
western region. But due to its complexity and multidisciplinary nature, flood management …
western region. But due to its complexity and multidisciplinary nature, flood management …
[HTML][HTML] Multi-criteria decision based geospatial mapping of flood susceptibility and temporal hydro-geomorphic changes in the Subarnarekha basin, India
Abstract The Subarnarekha River in east India experiences frequent high magnitude
flooding in monsoon season. In this study, we present an in-depth analysis of flood …
flooding in monsoon season. In this study, we present an in-depth analysis of flood …
Flood hazard vulnerability assessment in Kashmir Valley, India using geospatial approach
River flooding is a recurrent natural event (Alcántara-Ayala, 2002; Kundzewicz and Menzel,
2003; Tsakiris et al., 2010), which causes (largest) significant consequences on economy …
2003; Tsakiris et al., 2010), which causes (largest) significant consequences on economy …