A novel approach for assessing flood risk with machine learning and multi-criteria decision-making methods
SR Shikhteymour, M Borji, M Bagheri-Gavkosh… - Applied geography, 2023 - Elsevier
Hazardous flooding occurs across most climate zones. Owing to the lack of appropriate
infrastructures and applicable predictive methods, flooding in arid and semi-arid regions …
infrastructures and applicable predictive methods, flooding in arid and semi-arid regions …
Urban flood-risk assessment: integration of decision-making and machine learning
Urban flood-risk mapping is an important tool for the mitigation of flooding in view of
continuing urbanization and climate change. However, many developing countries lack …
continuing urbanization and climate change. However, many developing countries lack …
Assessment of the contribution of geo-environmental factors to flood inundation in a semi-arid region of SW Iran: Comparison of different advanced modeling …
D Davoudi Moghaddam, HR Pourghasemi… - Natural hazards GIS …, 2019 - Springer
Floods are a hazard for artificial structures and humans. From natural hazard management
point of view, present the new techniques to assess the flood susceptibility is considerably …
point of view, present the new techniques to assess the flood susceptibility is considerably …
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 …
Quantitative and semi-quantitative methods in flood hazard/susceptibility mapping: a review
Flood mitigation and risk management is a very challenging task that requires accurate
identification of flood hazard/susceptible regions for adequate planning and management …
identification of flood hazard/susceptible regions for adequate planning and management …
Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam
Flood risk assessment is an important task for disaster management activities in flood-prone
areas. Therefore, it is crucial to develop accurate flood risk assessment maps. In this study …
areas. Therefore, it is crucial to develop accurate flood risk assessment maps. In this study …
Flood risk assessment using geospatial data and multi-criteria decision approach: a study from historically active flood-prone region of Himalayan foothill, India
In recent years, floods have acquired global importance due to their devastating nature that
can cause massive damage to infrastructure and society. The Himalayan foothill is very …
can cause massive damage to infrastructure and society. The Himalayan foothill is very …
An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines
Floods, as a catastrophic phenomenon, have a profound impact on ecosystems and human
life. Modeling flood susceptibility in watersheds and reducing the damages caused by …
life. Modeling flood susceptibility in watersheds and reducing the damages caused by …
A novel hybrid artificial intelligence approach for flood susceptibility assessment
A new artificial intelligence (AI) model, called Bagging-LMT-a combination of bagging
ensemble and Logistic Model Tree (LMT)-is introduced for mapping flood susceptibility. A …
ensemble and Logistic Model Tree (LMT)-is introduced for mapping flood susceptibility. A …
Evaluating flood susceptibility in the brahmaputra river basin: an insight into Asia's Eastern Himalayan floodplains using machine learning and multi-criteria decision …
J Debnath, D Sahariah, M Mazumdar, D Lahon… - Earth Systems and …, 2023 - Springer
Floods represent a significant threat to human life, property, and agriculture, especially in
low-lying floodplains. This study assesses flood susceptibility in the Brahmaputra River …
low-lying floodplains. This study assesses flood susceptibility in the Brahmaputra River …