Assessing and optimizing the hydrological performance of Grey-Green infrastructure systems in response to climate change and non-stationary time series

Water Research, Journal Year: 2023, Volume and Issue: 232, P. 119720 - 119720

Published: Feb. 9, 2023

Language: Английский

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An XGBoost-SHAP approach to quantifying morphological impact on urban flooding susceptibility

Ecological Indicators, Journal Year: 2023, Volume and Issue: 156, P. 111137 - 111137

Published: Oct. 29, 2023

Urban flooding risks, often overlooked by conventional methods, can be profoundly affected city configurations. However, explainable Artificial Intelligence could provide insights into how urban configurations flooding. This study, taking entered on Shenzhen City, deploys an XGBoost, integrating SHapley Additive exPlanation and Partial Dependency Plots, to assess morphology influences susceptibility. The models strategies presented in this study aimed adapt extreme storms from the perspective of spatial configuration planning. findings underscore varying impact disaster variables flooding, with morphological attributes becoming highly significant during severe inundations. In analysis, mean building volume emerged as a pivotal parameter, SHAP value 0.0107 m contribution ratio 9.70 %. indicates that should optimized minimize risks. It is recommended Mean Building Volume (MBV) maintained within range 1.25 km3 2.5 km3, Standard Deviation (SDBV) kept below 2.814 km3. By harnessing algorithms, offers intricate relationship between forms flood risk, thereby informing development effective adaptation strategies.

Language: Английский

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A multi-objective decision-making framework for implementing green-grey infrastructures to enhance urban drainage system resilience

Journal of Hydrology, Journal Year: 2023, Volume and Issue: 620, P. 129381 - 129381

Published: March 11, 2023

Language: Английский

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Assessing hydrological performance for optimized integrated grey-green infrastructure in response to climate change based on shared socio-economic pathways

Sustainable Cities and Society, Journal Year: 2023, Volume and Issue: 91, P. 104436 - 104436

Published: Jan. 31, 2023

Language: Английский

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Multi-stage optimization framework for synergetic grey-green infrastructure in response to long-term climate variability based on shared socio-economic pathways

Water Research, Journal Year: 2025, Volume and Issue: 274, P. 123091 - 123091

Published: Jan. 6, 2025

Language: Английский

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The spatiotemporal evolution pattern of urban resilience in the Yangtze River Delta urban agglomeration based on TOPSIS-PSO-ELM

Sustainable Cities and Society, Journal Year: 2022, Volume and Issue: 87, P. 104223 - 104223

Published: Oct. 2, 2022

Language: Английский

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Green Infrastructure for Urban Flood Resilience: A Review of Recent Literature on Bibliometrics, Methodologies, and Typologies

Water, Journal Year: 2023, Volume and Issue: 15(3), P. 523 - 523

Published: Jan. 28, 2023

Urban flood resilience can critically diminish the negative effects of extreme climatic conditions. In recent decades, green infrastructure has been gaining attention among researchers and authorities in terms its use urban contexts to enhance resilience. This paper tries provide knowledge on how recently approached through infrastructure. To do this, distribution topics interest, authors, sources/regions publication are investigated a systematic review articles. Additionally, methodological approaches typologies examined. Findings show an agglomeration publications developed countries. It was also observed that there is predominance quantitative low connectivity for some hot within this field research (e.g., biodiversity). The most common used discussed. noticeable more than half papers general park/open space) describe rather using technical providing information water flow management characteristics. outcomes discussed give overview latest hotspots gaps research, which gives future directions/expectations be followed forthcoming investigations.

Language: Английский

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Assessing runoff control of low impact development in Hong Kong's dense community with reliable SWMM setup and calibration

Journal of Environmental Management, Journal Year: 2023, Volume and Issue: 345, P. 118599 - 118599

Published: July 7, 2023

Language: Английский

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The Risk-Informed Asset-Centric (RIACT) Urban Resilience Enhancement Process: An Outline and Pilot-Case Demonstrator for Earthquake Risk Mitigation in Portuguese Municipalities

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(2), P. 634 - 634

Published: Jan. 11, 2024

This study introduces the Risk-Informed Asset-Centric (RIACT) process, a novel approach aimed at enhancing safety and resilience of urban infrastructures against natural man-made disasters. The RIACT method stands out for its comprehensive analysis potential disruptions to areas, encompassing their susceptibility disasters, vulnerability factors, recovery capabilities. study’s primary focus is on Portugal’s 308 municipalities, assessing preparedness ability recover from earthquake events. Methodologically, involved employing geographic information system (GIS) mapping evaluate risks, combining data regional risk demographic economic profiles, capacities. provides detailed understanding each municipality’s strengths areas in need improvement, encouraging collaborative framework sharing implementing best practices. results reveal significant variations across different regions, highlighting tailored strategies. Conclusively, not only enhances individual municipalities but also contributes broader national strategy resilience, offering valuable insights effective disaster management planning.

Language: Английский

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Optimization of integrating life cycle cost and systematic resilience for grey-green stormwater infrastructure

Sustainable Cities and Society, Journal Year: 2022, Volume and Issue: 90, P. 104379 - 104379

Published: Dec. 28, 2022

Language: Английский

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