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气候变化影响下城市绿色-灰色基础设施实施的一种新型多目标优化框架

A novel multi-objective optimization framework for urban green-gray infrastructure implementation under impacts of climate change.

作者信息

Gao Z, Zhang Q H, Xie Y D, Wang Q, Dzakpasu M, Xiong J Q, Wang X C

机构信息

Key Lab of Northwest Water Resource, Environment and Ecology, Ministry of Education, Xi'an University of Architecture and Technology, Xi'an 710055, China.

Key Lab of Northwest Water Resource, Environment and Ecology, Ministry of Education, Xi'an University of Architecture and Technology, Xi'an 710055, China; International Science & Technology Cooperation Center for Urban Alternative Water Resources Development, Xi'an University of Architecture and Technology, Xi'an 710055, China.

出版信息

Sci Total Environ. 2022 Jun 15;825:153954. doi: 10.1016/j.scitotenv.2022.153954. Epub 2022 Feb 18.

Abstract

Frequent urban flooding disasters can cause severe economic and property losses. Accordingly, the construction of sponge city has become critical to alleviating urban flooding. However, the functional and structural integration of Green Infrastructure (GI) and Gray Drainage Facility (GDF) is still a matter of concern. This study proposed a novel implementation framework for GI and GDF synchronization optimization (G-GSOIF) based on the SWMM and SUSTAIN models, and used data from Beilin District in Xi'an, China to verify the effects. The results show that the spatiotemporal integrated optimization design of GI and GDF proves to be effective in stormwater management. The total investment was reduced by 16.7% and economic benefit was increased by 15.4% based on disaster risk control, and the utilization rate of rainwater resources exceeded 40%. The Staged optimization model (SSOM) based on the SUSTAIN model established in the G-GSOIF was demonstrated to effectively cope with the impact of future climate change by adjusting and optimizing the design scheme dynamically in different simulation scenarios. Integrated LID (I-LID) measures are conducive for simulation of large catchment areas, and have the same implementation effect as distributed LID measures. The results of this study could support decision-making for urban stormwater management and sponge city construction.

摘要

城市内涝灾害频发会造成严重的经济和财产损失。因此,海绵城市建设对于缓解城市内涝至关重要。然而,绿色基础设施(GI)与灰色排水设施(GDF)的功能和结构整合仍是一个值得关注的问题。本研究基于SWMM和SUSTAIN模型,提出了一种GI与GDF同步优化(G-GSOIF)的新型实施框架,并利用中国西安市碑林区的数据对效果进行验证。结果表明,GI与GDF的时空综合优化设计在雨水管理方面被证明是有效的。基于灾害风险控制,总投资减少了16.7%,经济效益提高了15.4%,雨水资源利用率超过40%。在G-GSOIF中建立的基于SUSTAIN模型的阶段优化模型(SSOM)被证明能够通过在不同模拟场景中动态调整和优化设计方案,有效应对未来气候变化的影响。综合低影响开发(I-LID)措施有利于大集水区的模拟,并且与分布式低影响开发措施具有相同的实施效果。本研究结果可为城市雨水管理和海绵城市建设的决策提供支持。

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