[HTML][HTML] Comparison of the fuzzy analytic hierarchy process (F-AHP) and fuzzy logic for flood exposure risk assessment in arid regions
Flood risk assessment is an important tool for urban planning, land development, and
hydrological analysis. The flood risks are very high in arid countries due to the nature of the …
hydrological analysis. The flood risks are very high in arid countries due to the nature of the …
Flood susceptibility modeling in a subtropical humid low-relief alluvial plain environment: application of novel ensemble machine learning approach
This study has developed a new ensemble model and tested another ensemble model for
flood susceptibility mapping in the Middle Ganga Plain (MGP). The results of these two …
flood susceptibility mapping in the Middle Ganga Plain (MGP). The results of these two …
Comparative implementation between neuro-emotional genetic algorithm and novel ensemble computing techniques for modelling dissolved oxygen concentration
Accurate prediction of dissolved oxygen (DO) concentration is important for managing
healthy aquatic ecosystems. This study investigates the comparative potential of the …
healthy aquatic ecosystems. This study investigates the comparative potential of the …
[HTML][HTML] Spatiotemporal analysis of meteorological drought across China based on the high-spatial-resolution multiscale SPI generated by machine learning
Q He, M Wang, K Liu, B Li, Z Jiang - Weather and Climate Extremes, 2023 - Elsevier
Abstract An accurate gridded Standardized Precipitation Index (SPI) at high spatial
resolution is important for meteorological drought monitoring and assessment. However, the …
resolution is important for meteorological drought monitoring and assessment. However, the …
Spatial prediction of future flood risk: an approach to the effects of climate change
Preparation of a flood probability map serves as the first step in a flood management
program. This research develops a probability flood map for floods resulting from climate …
program. This research develops a probability flood map for floods resulting from climate …
Application of data-mining technique and hydro-chemical data for evaluating vulnerability of groundwater in Indo-Gangetic Plain
Vulnerability of groundwater is critical for the sustainable development of groundwater
resources, especially in freshwater-limited coastal Indo-Gangetic plains. Here, we intend to …
resources, especially in freshwater-limited coastal Indo-Gangetic plains. Here, we intend to …
Improvement of flood susceptibility mapping by introducing hybrid ensemble learning algorithms and high-resolution satellite imageries
Flood, a dangerous hydro-geomorphic hazard, is one of the most critically applied science
research issue. The restoration and recovery are costly and can interrupt communities' …
research issue. The restoration and recovery are costly and can interrupt communities' …
A novel hybrid quantum-PSO and credal decision tree ensemble for tropical cyclone induced flash flood susceptibility mapping with geospatial data
Flash flood is considered as one of the most destructive natural hazards worldwide,
especially in tropical countries, where tropical cyclones with torrential rains are recurrent …
especially in tropical countries, where tropical cyclones with torrential rains are recurrent …
National-scale flood risk assessment using GIS and remote sensing-based hybridized deep neural network and fuzzy analytic hierarchy process models: a case of …
Assessing flood risk is challenging due to complex interactions among flood susceptibility,
hazard, exposure, and vulnerability parameters. This study presents a novel flood risk …
hazard, exposure, and vulnerability parameters. This study presents a novel flood risk …
Flash flood susceptibility mapping using GIS-based AHP method
S Choudhury, A Basak, S Biswas, J Das - … modelling of flood risk and flood …, 2022 - Springer
Proper identification of urban flash flood susceptible areas is a crucial and essential task in
developing a comprehensive plan to address the adverse effects of this natural hazard …
developing a comprehensive plan to address the adverse effects of this natural hazard …