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An Agent-Based Modeling approach for sustainable urban planning from land use and public transit perspectives

机译:从土地利用和公共交通角度的基于Agent的可持续城市规划建模方法

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摘要

Urbanism is a challenging topic in the world, which has resulted in several land-use and transportation issues in urban environments. To address these issues, urban planners follow integrated planning approaches that are more compatible with sustainable development objectives. Transit-Oriented Development (TOD) is widely recognized as one of the most feasible and comprehensive sustainable planning approaches. In this research, a three-step TOD-based method was developed for sustainable urban planning in the central region of Tehran. First, a measurable index was developed to assess public transit infrastructure (PTI) and TOD levels in the study area. At the second step, which was the focus of the research, an Agent-Based Modeling (ABM) approach was used to make a balance between TOD and PTI levels. ABM is a bottom-up approach that can solve spatial problems and can be integrated with top-down policies and spatial analysis tools. Finally, the performance of the model was evaluated by conducting several statistical, visual and empirical assessments using Tehran municipality's reference data. These assessments confirmed the efficiency and feasibility of the model.
机译:城市化是世界上一个具有挑战性的话题,已导致城市环境中的一些土地使用和运输问题。为了解决这些问题,城市规划人员应采用更符合可持续发展目标的综合规划方法。面向大众的发展(TOD)被公认为最可行,最全面的可持续规划方法之一。在这项研究中,开发了一种基于三步法TOD的方法,用于德黑兰中部地区的可持续城市规划。首先,制定了一个可衡量的指标来评估研究区域的公共交通基础设施(PTI)和TOD水平。第二步是研究的重点,它使用基于代理的建模(ABM)方法在TOD和PTI级别之间取得平衡。 ABM是一种自底向上的方法,可以解决空间问题,并且可以与自顶向下的策略和空间分析工具集成。最后,通过使用德黑兰市政府的参考数据进行了几次统计,视觉和经验评估,对模型的性能进行了评估。这些评估证实了该模型的有效性和可行性。

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