Incorporating probabilistic approach into local multi-criteria decision analysis for flood susceptibility assessment
Sign Up to like & getrecommendations! Published in 2017 at "Stochastic Environmental Research and Risk Assessment"
DOI: 10.1007/s00477-017-1431-y
Abstract: Flood risk management can be enhanced by integrating geographic information system (GIS) with multi-criteria decision analysis (MCDA). However, the conventional, deterministic MCDA methods ignore uncertainty in the decision-making process and fail to account for local… read more here.
Keywords: decision; flood susceptibility; analysis; wlc ... See more keywords
Integration of interval rough AHP and fuzzy logic for assessment of flood prone areas at the regional scale
Sign Up to like & getrecommendations! Published in 2020 at "Acta Geophysica"
DOI: 10.1007/s11600-019-00398-9
Abstract: This study was conducted to prepare a flood susceptibility map in northwest of Hamadan Province, Iran. For this purpose, six criteria related to flood (i.e., distance to discharge channel, slope (%), elevation, soil texture and… read more here.
Keywords: integration interval; susceptibility; interval rough; flood susceptibility ... See more keywords
Flood susceptibility assessment using extreme gradient boosting (EGB), Iran
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DOI: 10.1007/s12145-020-00530-0
Abstract: Flood occurs as a result of high intensity and long-term rainfalls accompanied by snowmelt which flow out of the main river channel onto the flood prone areas and damage the buildings, roads, and facilities and… read more here.
Keywords: flood susceptibility; gradient boosting; extreme gradient; boosting egb ... See more keywords
Comparing performance of random forest and adaptive neuro-fuzzy inference system data mining models for flood susceptibility mapping
Sign Up to like & getrecommendations! Published in 2020 at "Arabian Journal of Geosciences"
DOI: 10.1007/s12517-020-05363-1
Abstract: Flood is one of the important destructive natural disasters in the world. Therefore, preparing flood susceptibility map is necessary for flood management and mitigation in a region. This research was planned to compare the performance… read more here.
Keywords: neuro fuzzy; flood susceptibility; adaptive neuro; performance ... See more keywords
Monte Carlo simulation-aided analytical hierarchy process (AHP) for flood susceptibility mapping in Gabes Basin (southeastern Tunisia)
Sign Up to like & getrecommendations! Published in 2017 at "Environmental Earth Sciences"
DOI: 10.1007/s12665-017-6619-4
Abstract: Abstract Flash floods are among the most severe hazards which have disastrous environmental, human, and economic impacts. This study is interested in the characterization of flood hazard in Gabes Catchment (southeastern Tunisia), considered as an… read more here.
Keywords: hierarchy process; southeastern tunisia; analytical hierarchy; flood susceptibility ... See more keywords
Flood susceptibility modeling and hazard perception in Rwanda
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Disaster Risk Reduction"
DOI: 10.1016/j.ijdrr.2019.101211
Abstract: Abstract Flooding is a deleterious phenomenon that induces detrimental impacts on humans, properties and environment. As a result, the knowledge of susceptible places and hazard perception is increasingly pertinent. This study mainly aims at identifying… read more here.
Keywords: flood susceptibility; hazard perception; susceptibility modeling; flood ... See more keywords
Flood susceptibility mapping by integrating frequency ratio and index of entropy with multilayer perceptron and classification and regression tree.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of environmental management"
DOI: 10.1016/j.jenvman.2021.112449
Abstract: Episodes of frequent flooding continue to increase, often causing serious damage and tools to identify areas affected by such disasters have become indispensable in today's society. Using the latest techniques can make very accurate flood… read more here.
Keywords: flood susceptibility; flood; multilayer perceptron;
Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees
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DOI: 10.1080/10106049.2021.1920636
Abstract: Historical exploration of flash flood events and producing flash-flood susceptibility maps are crucial steps for decision makers in disaster management. In this article, classification and regressi... read more here.
Keywords: mapping based; flood susceptibility; susceptibility mapping; flood ... See more keywords
Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea
Sign Up to like & getrecommendations! Published in 2017 at "Geomatics, Natural Hazards and Risk"
DOI: 10.1080/19475705.2017.1308971
Abstract: ABSTRACT Since flood frequency increases with the impact of climate change, the damage that is emphasized on flood-risk maps is based on actual flooded area data; therefore, flood-susceptibility maps for the Seoul metropolitan area, for… read more here.
Keywords: susceptibility; boosted tree; flood susceptibility; geology ... See more keywords