Spatial prediction of fluvial flood in high-frequency tropical cyclone area using TensorFlow 1D-convolution neural networks and geospatial data

NG Trong, PN Quang, NV Cuong, HA Le, HL Nguyen… - Remote Sensing, 2023 - mdpi.com
Fluvial floods endure as one of the most catastrophic weather-induced disasters worldwide,
leading to numerous fatalities each year and significantly impacting socio-economic …

UAV-based DEM augmentation using ConSinGAN for efficient flood parameter prediction with machine learning and 1D hydrodynamic models

M Rana, D Patel, V Vakharia, SK Singh - … and Chemistry of the Earth, Parts …, 2024 - Elsevier
Flooding disasters have a significant financial impact on metropolitan regions, highlighting
the critical need for accurate flood prediction methods. This study addresses the problem of …

Assessing the next generation of Global Flood Models in the Central Highlands of Vietnam

L Hawker, J Neal, J Savage… - … Hazards and Earth …, 2023 - nhess.copernicus.org
Flooding is an endemic global challenge with annual damages totalling billions of dollars.
Impacts are felt most acutely in in low and middle-income countries, where rapid …

[HTML][HTML] Assessing LISFLOOD-FP with the next-generation digital elevation model FABDEM using household survey and remote sensing data in the Central …

L Hawker, J Neal, J Savage… - … Hazards and Earth …, 2024 - nhess.copernicus.org
Flooding is an endemic global challenge with annual damages totalling billions of dollars.
Impacts are felt most acutely in low-and middle-income countries, where rapid demographic …

[HTML][HTML] Combining earth observations with ground data to assess river topography and morphologic change: Case study of the lower Jamuna River

N Valsangkar, A Nelson, MF Hasan - International Journal of Applied Earth …, 2024 - Elsevier
The Jamuna is a major braided river of Bangladesh and poses enormous challenges related
to flooding, erosion, and sedimentation. Effective river management requires an …

[HTML][HTML] Combining UAS LiDAR, Sonar, and Radar Altimetry for River Hydraulic Characterization

M Coppo Frias, AR Vesterhauge, DH Olesen, F Bandini… - Drones, 2025 - mdpi.com
Accurate river hydraulic characterization is fundamental to assess flood risk, parametrize
flood forecasting models, and develop river maintenance workflows. River hydraulic …

Mapping the Flood Vulnerability of Residential Structures: Cases from The Netherlands, Puerto Rico, and the United States

ND Diaz, Y Lee, BLM Kothuis, I Pagán-Trinidad… - Geosciences, 2024 - mdpi.com
Floods are consistently ranked as the most financially devastating natural disasters
worldwide. Recent flood events in the Netherlands, Caribbean, and US have drawn …

[PDF][PDF] Multi-Aspect Critical Assessment of Applying Digital Elevation Models in Environmental Hazard Mapping

M Habib, A Habib, M Abboud - RIG, 2024 - researchgate.net
Digital elevation models (DEMs) are essential tools in environmental science, particularly for
hazard assessments and landscape analyses. However, their application across multiple …

Landslide Vulnerability in the Sangu-Matamuhuri River Basin of Southeast Bangladesh

A Iqbal, S Kashem, AA Esha, S Khan, MM Billah… - … Approaches in Civil …, 2023 - Springer
Abstract The Hill Tracts of Bangladesh experienced several landslides in recent years. The
vulnerability to landslides is a major concern because of rising climatic and man-made …

Development of methodology for calculating flooded area and flood volume in small urban areas based on unmanned aerial vehicle images

HJ Woo, DM Seo, MS Kim, HK Lee, H Seo… - Available at SSRN …, 2024 - papers.ssrn.com
Climate change has intensified flooding and increased the occurrence of localized torrential
rainfalls, resulting in various disasters such as landslides, infrastructure collapse, and urban …