城市增长模式的出现源于人类移动行为
Fengli Xu1, Yong Li2, Depeng Jin1
1Beijing National Research Center for Information Science and Technology (BNRist), Department of Electronic Engineering, Tsinghua University, Beijing, China.
Nature computational science
|January 13, 2024
概括
人类的移动模式,包括社会互动和记忆效应,推动了类似于碎形的城市增长. 这项研究揭示了空间相关的城市发展的基本机制,将流动性数据与城市形态联系起来.
科学领域:
- 城市形态学和空间分析
- 计算社会科学 计算社会科学
- 人类移动模式 人类移动模式
背景情况:
- 城市表现出由缩放规律支配的碎形状结构,通常是使用相关透来建模的.
- 空间相关的城市增长的微型基础,特别是人类行为的作用,仍然不太了解.
- 大规模的人类流动数据为城市动态提供了新的见解.
研究的目的:
- 引入基于人类移动行为的计算型城市增长模型.
- 研究负责空间相关的城市增长和碎形类形态的机制.
- 将城市增长模式的实证发现与人类运动特征联系起来.
主要方法:
- 开发一个包含人类流动性的计算城市增长模型.
- 将模型的输出与三个实证城市数据集进行比较.
- 在人类运动数据中分析社会互动和长期记忆效应.
主要成果:
- 拟议的模型成功地捕捉了与空间相关的城市增长.
- 强烈的社会互动和人类运动中的长期记忆效应被确定为关键驱动因素.
- 该模型与既定的城市增长规律和碎形城市形态学保持一致.
结论:
- 人类的移动行为,特别是社会互动和记忆效应,从根本上塑造了城市的形式.
- 开发的模型提供了一个微型基础,以理解类似于碎形的城市增长.
- 这项研究弥合了人类流动性研究和城市形态学之间的差距.
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