A review of intelligent models for mapping city development and urban flooding
P Senthilkumar, MP Arthur - Land Degradation & Development, 2023 - Wiley Online Library
With urbanization is on the rise, it wreaks havoc on the hydrological processes within a
catchment, resulting in a deteriorating water environment. Floods can greatly raise the cost …
catchment, resulting in a deteriorating water environment. Floods can greatly raise the cost …
Integrating deep learning, satellite image processing, and spatial-temporal analysis for urban flood prediction
Urban flooding is escalating worldwide due to the increasing impervious surfaces from
urban developments and frequency of extreme rainfall events by climate change. Traditional …
urban developments and frequency of extreme rainfall events by climate change. Traditional …
[HTML][HTML] A review of recent advances in urban flood research
Due to a changing climate and increased urbanization, an escalation of urban flooding
occurrences and its aftereffects are ever more dire. Notably, the frequency of extreme storms …
occurrences and its aftereffects are ever more dire. Notably, the frequency of extreme storms …
Unraveling The Complexities of Urban Flood Hydraulics Through AI
As urbanization increases across the globe, urban flooding is an ever-pressing concern.
Urban fluvial systems are highly complex, depending on a myriad of interacting variables …
Urban fluvial systems are highly complex, depending on a myriad of interacting variables …
Deep Learning for Flood Prediction: Identifying Vulnerable Zones and Assessing Infrastructure-Induced Risks
A Kumar, V Veeraiah, S Padmapriya… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Many nations were still devastated by floods and similar disasters in recent years. Low-level
residents and those near water resources like lakes, dams, rivers, and reservoirs are hardest …
residents and those near water resources like lakes, dams, rivers, and reservoirs are hardest …
Physics informed data driven model for flood prediction: Application of deep learning in prediction of urban flood development
Flash floods in urban areas occur with increasing frequency. Detecting these floods would
greatlyhelp alleviate human and economic losses. However, current flood prediction …
greatlyhelp alleviate human and economic losses. However, current flood prediction …
Deep learning methods for flood mapping: A review of existing applications and future research directions
Deep Learning techniques have been increasingly used in flood risk management to
overcome the limitations of accurate, yet slow, numerical models, and to improve the results …
overcome the limitations of accurate, yet slow, numerical models, and to improve the results …
Deep learning methods for flood mapping: a review of existing applications and future research directions
Deep learning techniques have been increasingly used in flood management to overcome
the limitations of accurate, yet slow, numerical models and to improve the results of …
the limitations of accurate, yet slow, numerical models and to improve the results of …
Unraveling the complexities of urban fluvial flood hydraulics through AI
As urbanization increases across the globe, urban flooding is an ever-pressing concern.
Urban fluvial systems are highly complex, depending on a myriad of interacting variables …
Urban fluvial systems are highly complex, depending on a myriad of interacting variables …
Applications of advanced technologies in the development of urban flood models
Y Yan, N Zhang, H Zhang - Water, 2023 - mdpi.com
Over the past 10 years, urban floods have increased in frequency because of extreme
rainfall events and urbanization development. To reduce the losses caused by floods …
rainfall events and urbanization development. To reduce the losses caused by floods …