Rapid advances that improve flood management have facilitated the disaster response by
providing first aid services, finding safe routes, maintaining communication and developing …

Abstract Synthetic Aperture Radar (SAR) has emerged as a pivotal technology in
geosciences, offering unparalleled insights into Earth's surface. Indeed, its ability to provide …

The Hawkesbury-Nepean Valley, Australia's longest coastal catchment, is spanned by a
river system of more than 470 km, that runs from Goulburn to Broken Bay, covering a total …

The multispectral image captured by the Sentinel-2 satellite contains 13 spectral bands with
different resolutions, which may hider some of the subsequent applications. In this article, we …

In this study, a model was developed to determine whether flooding occurred using image
data, which is unstructured data. CNN-based VGG16 and VGG19 were used to develop the …

Over the past decade, the utilization of machine learning for flood forecasting has
experienced significant growth, propelled by advancements in high-performance computing …

Floods are devastating phenomena that occur almost all around the world and are
responsible for significant losses, in terms of both human lives and economic damages …

Floods are the deadly and catastrophic disasters, causing loss of life and harm to assets,
farmland, and infrastructure. To address this, it is necessary to devise and employ an …

Satellites and their radar technology are pivotal in the monitoring of floods. Radar data
shows stagnant water areas as dark, providing a sharp contrast with non-water regions …

Management of water, regionally, nationally and globally will continue to be a priority and
complex undertaking. In riverine systems, biotic components like flora and fauna play critical …