一个贝叶斯网络模型,将蓝绿色和灰色基础设施系统集成到不同的城市条件中
1Department of Environmental Engineering, Marmara University, Istanbul, Türkiye.
Journal of environmental management
|January 28, 2025
概括
本研究介绍了贝叶斯网络模型,用于优化混合基础设施投资,整合基于自然和传统的解决方案. 它帮助决策者制定针对环境和社会经济挑战的定制,可持续的城市规划.
科学领域:
- 城市规划与环境科学
- 基础设施系统建模 基础设施系统建模
背景情况:
- 城市面临越来越多的环境和社会经济挑战,需要做出明智的基础设施投资决策.
- 基于自然的解决方案具有潜力,但需要仔细整合到城市规划中.
- 结合蓝绿色和灰色解决方案的混合基础设施系统对于城市弹性至关重要.
研究的目的:
- 开发一个初步的贝叶斯网络模型,以优化混合系统中蓝绿色和灰色基础设施的集成.
- 为决策者提供基础设施投资的特定环境安排.
- 将数据驱动的建模与可持续城市的实际城市规划联系起来.
主要方法:
- 开发一个初步的贝叶斯网络模型.
- 包括与蓝绿色和灰色基础设施解决方案相关的各种因素.
- 概率建模方法用于导航基础设施规划的复杂性.
主要成果:
- 该模型为根据当地条件定制的基础设施安排提供了一个框架.
- 它强调了概率方法在复杂的城市规划场景中的实用性.
- 为整合各种基础设施解决方案提供了初步见解.
结论:
- 贝叶斯网络模型是优化混合基础设施规划的强大工具.
- 通过更高分辨率的数据和案例研究进行进一步的细化将提高实际实用性.
- 这项研究促进了蓝色,绿色和灰色解决方案的整合,以实现可持续和有弹性的城市.
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