Exploring the multiscale structure of urban waterlogging resilience systems for adaptive policy optimisation.
Sign Up to like & getrecommendations! Published in 2025 at "Scientific reports"
DOI: 10.1038/s41598-025-28486-5
Abstract: Urban waterlogging resilience systems show complex scale effects and cascading dynamics. Accurately identifying their scale structure and operational order strengthens urban waterlogging resilience and upgrades disaster adaptation efficiency. Most existing studies depend on a ‘macro-meso-micro’… read more here.
Keywords: waterlogging resilience; resilience systems; scale structure; urban waterlogging ... See more keywords
Optimization Strategies for Urban Waterlogging Warning in Complex Environments: Based on Particle Swarm Optimization and Deep Neural Networks
Sign Up to like & getrecommendations! Published in 2024 at "Advances in Civil Engineering"
DOI: 10.1155/2024/9601590
Abstract: Waterlogging warning has gradually become an important means of urban waterlogging prevention and control. However, the current urban waterlogging warning model still has problems such as low accuracy, real‐time performance, and poor model convergence. To… read more here.
Keywords: waterlogging warning; urban waterlogging; swarm optimization; particle swarm ... See more keywords
Formation Mechanism and Response Strategies for Urban Waterlogging: A Comprehensive Review
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15063037
Abstract: With the intensification of climate change and the continuous advancement of urbanization, the pressure on urban drainage systems has increased, leading to the growing prominence of urban waterlogging issues. Besides the destruction of infrastructure, urban… read more here.
Keywords: mechanism response; review; formation mechanism; urban waterlogging ... See more keywords
Multi-Source Data Fusion and Hydrodynamics for Urban Waterlogging Risk Identification
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph20032528
Abstract: The complex formation mechanism and numerous influencing factors of urban waterlogging disasters make the identification of their risk an essential matter. This paper proposes a framework for identifying urban waterlogging risk that combines multi-source data… read more here.
Keywords: hydrodynamics; fusion; multi source; urban waterlogging ... See more keywords
A Study on Identification of Urban Waterlogging Risk Factors Based on Satellite Image Semantic Segmentation and XGBoost
Sign Up to like & getrecommendations! Published in 2023 at "Sustainability"
DOI: 10.3390/su15086434
Abstract: As global warming exacerbates and urbanization accelerates, extreme climatic events occur frequently. Urban waterlogging is seriously spreading in China, resulting in a high level of vulnerability in urban societies and economies. It has been urgent… read more here.
Keywords: urban waterlogging; risk factors; satellite image; semantic segmentation ... See more keywords
Online urban-waterlogging monitoring based on a recurrent neural network for classification of microblogging text
Sign Up to like & getrecommendations! Published in 2021 at "Natural Hazards and Earth System Sciences"
DOI: 10.5194/nhess-21-1179-2021
Abstract: Abstract. With the global climate change and rapid urbanization, urban flood disasters spread and become increasingly serious in China. Urban rainstorms and waterlogging have become an urgent challenge that needs to be monitored in real… read more here.
Keywords: neural network; urban waterlogging; monitoring; recurrent neural ... See more keywords