A balanced interaction between extreme rainfall, runoff potential, and topographic control in causing periodic floods in the Punjab plains reflects a balanced interaction between extreme rainfall, runoff potential, and topographic control.
Flooding is still one of the most important environmental dangers for rapidly urbanising communities, especially when the prompt flood monitoring is hindered by the continuous cloud cover and shortage of hydrological measurements. This study established a multi-temporal flood mapping methodology using Sentinel-1 Synthe...
Floods in monsoon-dominated river basins exhibit high spatio-temporal variability, necessitating high-resolution, multi-sensor approaches for reliable monitoring and impact assessment. In flood-prone agricultural regions, continuous monitoring using optical remote sensing is frequently hindered by dense monsoon cloud c...
As climate change, rapid urbanization, and inadequate drainage infrastructure continue to increase the frequency and severity of urban flooding, intelligent and reliable flood prediction systems have become essential for minimizing disaster impacts and improving urban resilience. This study presents a novel Proposed Hy...
The integrated methodology demonstrates the potential of combining SAR data and ML techniques for reliable flood susceptibility assessment, providing a replicable framework for other flood-prone regions.
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