[HTML][HTML] Integrated hydrological modeling for watershed analysis, flood prediction, and mitigation using meteorological and morphometric data, SCS-CN, HEC-HMS …

H El-Bagoury, A Gad - Water, 2024 - mdpi.com
Flooding is a natural disaster with extensive impacts. Desert regions face altered flooding
patterns owing to climate change, water scarcity, regulations, and rising water demands …

Reservoir-based flood forecasting and warning: deep learning versus machine learning

S Yi, J Yi - Applied Water Science, 2024 - Springer
In response to increasing flood risks driven by the climate crisis, urban areas require
advanced forecasting and informed decision-making to support sustainable development …

Machine learning‐based regional flood frequency analysis of Indian watersheds

NK Mangukiya, A Kumar, A Sharma - CLEAN–Soil, Air, Water, 2023 - Wiley Online Library
Estimates of the flood quantile for ungauged watersheds are crucial for water resources
management but challenging due to the nonlinear complex hydrological system. For …

A novel explainable PSO-XGBoost model for regional flood frequency analysis at a national scale: Exploring spatial heterogeneity in flood drivers

Y Kanani-Sadat, A Safari, M Nasseri, S Homayouni - Journal of Hydrology, 2024 - Elsevier
Identifying flood drivers and accurately estimating design floods play a crucial role in
fostering sustainable and effective planning and management strategies for mitigating flood …

[HTML][HTML] Using supervised machine learning for regional hydrological hazard estimation in metropolitan France

Q Ding, P Arnaud - Journal of Hydrology: Regional Studies, 2024 - Elsevier
Study region This study is carried out for 1929 gauged catchments in France, ranging from 1
to 10,000 km², where quality hydrometric observations are available for flood frequency …

Development of a convolutional neural network based regional flood frequency analysis model for South-east Australia

N Afrin, F Ahamed, A Rahman - Natural Hazards, 2024 - Springer
Flood is one of the worst natural disasters, which causes significant damage to economy
and society. Flood risk assessment helps to reduce flood damage by managing flood risk in …

Flood frequency analysis at multiple durations

DM Barna - 2024 - duo.uio.no
Flooding currently affects more people than almost any other natural hazard (Van Loenhout
et al., 2020) and the proportion of the world's population that lives in flood-exposed areas is …