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Assessing the scale effect of urban vertical patterns on urban waterlogging: An empirical study in Shenzhen
Waterlogging disasters seriously affect residents' lives. Investigating the factors affecting
waterlogging is crucial for mitigating waterlogging. Although waterlogging is closely related …
waterlogging is crucial for mitigating waterlogging. Although waterlogging is closely related …
Evaluating the association between morphological characteristics of urban land and pluvial floods using machine learning methods
Spatial pattern of urban land plays a significant role in the occurrence of pluvial floods. While
landscape metrics have been widely used to reflect land use spatial patterns, the …
landscape metrics have been widely used to reflect land use spatial patterns, the …
Assessing the effectiveness of nature-based solutions-strengthened urban planning mechanisms in forming flood-resilient cities
Cities have experienced rapid urbanization-induced harsh climatic events, especially
flooding, inevitably resulting in negative and irreversible consequences for urban resilience …
flooding, inevitably resulting in negative and irreversible consequences for urban resilience …
Data‐driven flood emulation: Speeding up urban flood predictions by deep convolutional neural networks
Computational complexity has been the bottleneck for applying physically based simulations
in large urban areas with high spatial resolution for efficient and systematic flooding …
in large urban areas with high spatial resolution for efficient and systematic flooding …
Drivers of changing urban flood risk: A framework for action
This study focuses on drivers for changing urban flood risk. We suggest a framework for
guiding climate change adaptation action concerning flood risk and manageability in cities …
guiding climate change adaptation action concerning flood risk and manageability in cities …
[HTML][HTML] Data-driven rapid flood prediction map** with catchment generalizability
Data-driven and machine learning models have recently received increasing interest to
resolve the computational speed challenge faced by various physically-based simulations. A …
resolve the computational speed challenge faced by various physically-based simulations. A …
Revisiting urban resilience: a systematic review of multiple-scale urban form indicators in flood resilience assessment
Despite the increasing number of flood studies, the interrelationships between urban form
indices (UFIs) and flood resilience (FR) have received little attention and hold miscellaneous …
indices (UFIs) and flood resilience (FR) have received little attention and hold miscellaneous …
Analyzing urban form influence on pluvial flooding via numerical experiments using random slices of actual city data
Diversified urban forms resulting from urbanization is a pivotal factor influencing urban
pluvial flooding. A systematic analysis of the influence of urban forms on the surface flow of …
pluvial flooding. A systematic analysis of the influence of urban forms on the surface flow of …
Influence of urban forms on long-duration urban flooding: Laboratory experiments and computational analysis
Water-sensitive urban design is an integral part of flood risk management. Based on
computational modelling, we investigated the influence of various urban forms on flooding …
computational modelling, we investigated the influence of various urban forms on flooding …
Investigating the influence of three-dimensional building configuration on urban pluvial flooding using random forest algorithm
Urban pluvial flooding has emerged as a serious threat to environmental conditions and
human lives. Identifying its key drivers is crucial for the mitigation of flood risks. Although …
human lives. Identifying its key drivers is crucial for the mitigation of flood risks. Although …