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考虑城市雨水管理中空间功能分区的绿色基础设施优化

Green infrastructure optimization considering spatial functional zoning in urban stormwater management.

作者信息

Wang Jia, Liu Jiahong, Yang Zixin, Mei Chao, Wang Hao, Zhang Dongqing

机构信息

State Key Laboratory of Simulation and Regulation of Hydrological Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing, 100038, China; Key Laboratory of River Basin Digital Twinning of Ministry of Water Resources, Beijing, 100038, China.

State Key Laboratory of Simulation and Regulation of Hydrological Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing, 100038, China; Key Laboratory of River Basin Digital Twinning of Ministry of Water Resources, Beijing, 100038, China.

出版信息

J Environ Manage. 2023 Oct 15;344:118407. doi: 10.1016/j.jenvman.2023.118407. Epub 2023 Jun 23.

Abstract

Green infrastructure (GI) is used as an alternative and complement to traditional urban drainage system for mitigating urban stormwater issues mainly caused by climate change and urbanization. The combination of hydrological model and optimization algorithm can automatically find the optimal solution under multiple objectives. Given the multi-functional characteristics of GI, choosing the optimization objectives of GI are critical for multiple stakeholders. This study proposes a GI optimization method considering spatial functional zoning. Based on the basic conditions, the study area is divided into the flood risk control zone (FRCZ) and the total runoff control zone (TRCZ). The integrated model coupling hydrological model and optimization algorithm is applied to obtain the Pareto fronts and corresponding non-dominated solutions. The Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method is used to support the decision-making process. The optimal solution obtained for the FRCZ achieves a flood risk reduction rate of 60.49% with an average life cycle cost per year of 0.20 × 10 Chinese Yuan (CNY); The optimal solution obtained for the TRCZ achieves a total runoff reduction rate of 22.83% with an average life cycle cost per year of 0.17 × 10 CNY. This study provides a reference for stakeholders in GI planning and design.

摘要

绿色基础设施(GI)被用作传统城市排水系统的替代方案和补充,以缓解主要由气候变化和城市化导致的城市雨水问题。水文模型和优化算法的结合可以在多目标下自动找到最优解。鉴于绿色基础设施的多功能特性,为多个利益相关者选择绿色基础设施的优化目标至关重要。本研究提出了一种考虑空间功能分区的绿色基础设施优化方法。基于基本条件,将研究区域划分为洪水风险控制区(FRCZ)和总径流控制区(TRCZ)。应用耦合水文模型和优化算法的综合模型来获得帕累托前沿和相应的非支配解。采用逼近理想解排序法(TOPSIS)来支持决策过程。洪水风险控制区获得的最优解实现了60.49%的洪水风险降低率,每年的平均生命周期成本为0.20×10元人民币(CNY);总径流控制区获得的最优解实现了22.83%的总径流减少率,每年的平均生命周期成本为0.17×10元人民币。本研究为绿色基础设施规划和设计中的利益相关者提供了参考。

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