Nature

Flood-prone area mapping using a synergistic approach with swarm intelligence and gradient boosting algorithms

Accurate flood susceptibility mapping (FSM) is a control approach to flood management. This research introduces a novel approach to increase the accuracy of FSM by optimizing the CatBoost algorithm ...
Nature

Management and prediction of river flood utilizing optimization approach of artificial intelligence evolutionary algorithms

Flooding is a devastating natural disaster that causes fatalities and property damage worldwide. Effective flood susceptibility mapping (FSM) has become crucial for mitigating flood risks, especially ...