Flash flood risk assessment, a widely applied technology in preventing catastrophic flash
flood disasters, has become the current research hotspot. However, most existing machine …

A flash flood disaster is one of the most destructive natural disasters. With the increase in
extreme rainfall events, more and more areas will be threatened by flash floods. The flash …

Floods are still a significant threat to people, despite of the considerable developments in
forecasting, management, defensive, and rescue works. In the near future, climate and …

NASA's Integrated Multi-Satellite Retrievals for Global Precipitation Measurement (IMERG)
is a major source of precipitation data, having a larger coverage, higher precision, and a …

The analysis of historical disaster events is a critical step towards understanding current risk
levels and changes in disaster risk over time. Disaster databases are potentially useful tools …

With increasing spatiotemporal resolution and accuracy, the satellite-based precipitation
estimations have made their exploitation in hydrological applications possible, especially in …

Flash flood warning (FFW) systems play a fundamental role in flood hazard prevention and
mitigation. In this study, we propose the first deep learning-based approach for large-scale …

Drainage networks are civil constructions which do not generally attract the attention of
decision-makers. However, they are of crucial importance for cities; this can be seen when a …

We pose the following research question,“what are (i) the minimum required computation
grid and (ii) the required form of hydrodynamic equations, ie, shallow water equations (SWE) …

The Philippines is constantly exposed to natural disasters, especially flooding, which causes
immense damage to properties and casualties because of its geographical location. For …