A systematic review of the human health and social well-being outcomes of green infrastructure for stormwater and flood management

V Venkataramanan, AI Packman, DR Peters… - Journal of environmental …, 2019 - Elsevier
Background The increase in frequency and intensity of urban flooding is a global challenge.
Flooding directly impacts residents of industrialized cities with aging combined sewer …

Urban flooding mitigation techniques: A systematic review and future studies

Y Qin - Water, 2020 - mdpi.com
Urbanization has replaced natural permeable surfaces with roofs, roads, and other sealed
surfaces, which convert rainfall into runoff that finally is carried away by the local sewage …

Predicting future urban waterlogging-prone areas by coupling the maximum entropy and FLUS model

J Lin, P He, L Yang, X He, S Lu, D Liu - Sustainable Cities and Society, 2022 - Elsevier
Urban waterlogging is a severe hazard that can directly damage environmental quality and
human well-being. It would be desirable for hazard mitigation planning and sustainable …

Evaluating the association between morphological characteristics of urban land and pluvial floods using machine learning methods

J Lin, W Zhang, Y Wen, S Qiu - Sustainable Cities and Society, 2023 - Elsevier
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 …

Impacts of building configurations on urban stormwater management at a block scale using XGBoost

S Zhou, Z Liu, M Wang, W Gan, Z Zhao, Z Wu - Sustainable Cities and …, 2022 - Elsevier
Urban pluvial flooding has become a threatening hazard to ecosystem and human lives in
recent years. Identifying its driving factors is essential for stormwater management. A …

Flood inundation assessment for the Hanoi Central Area, Vietnam under historical and extreme rainfall conditions

P Luo, D Mu, H Xue, T Ngo-Duc, K Dang-Dinh… - Scientific reports, 2018 - nature.com
Flash floods have long been common in Asian cities, with recent increases in urbanization
and extreme rainfall driving increasingly severe and frequent events. Floods in urban areas …

The capacity of grey infrastructure in urban flood management: A comprehensive analysis of grey infrastructure and the green-grey approach

W Chen, W Wang, G Huang, Z Wang, C Lai… - International Journal of …, 2021 - Elsevier
Urban inundation management should take various forms to deal with different flood
situations, rapid population growth, and climate change. Research on the advantages and …

Assessing the effectiveness of nature-based solutions-strengthened urban planning mechanisms in forming flood-resilient cities

M Mabrouk, H Han, C Fan, KI Abdrabo, G Shen… - Journal of …, 2023 - Elsevier
Cities have experienced rapid urbanization-induced harsh climatic events, especially
flooding, inevitably resulting in negative and irreversible consequences for urban resilience …

Analyzing the impacts of topographic factors and land cover characteristics on waterlogging events in urban functional zones

W Liu, X Zhang, Q Feng, T Yu, BA Engel - Science of The Total …, 2023 - Elsevier
Rapid urbanization and climate changes result in frequent occurrence of urban waterlogging
disasters, which cause serious economic damage and pose a threat to residents' safety …

High temporal resolution urban flood prediction using attention-based LSTM models

L Zhang, H Qin, J Mao, X Cao, G Fu - Journal of Hydrology, 2023 - Elsevier
Rapid and accurate urban flood forecasting with high temporal resolution is critical to
address future flood risks under urbanization and climate change. Machine learning models …