城市代谢的一个随机理论
Martin Hendrick1, Andrea Rinaldo2,3, Gabriele Manoli1
1Laboratory of Urban and Environmental Systems, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland.
概括
这项研究提出了一个新的城市理论,重点关注城市内部的变化,而不是城市的整体规模. 它揭示了城市人口和排放的普遍缩放规律,为城市代谢和规划提供了基础.
科学领域:
- 城市科学 城市科学
- 复杂性科学 复杂性科学
- 生态生态学 生态生态学
背景情况:
- 现有的城市缩放理论依赖于城市的大小,忽视内部变化.
- 这些理论受到任意的城市边界定义的限制.
- 在生物学中,像克莱伯定律一样,全米缩放提供了一个平行但不完美的模型.
研究的目的:
- 通过分析城市内部变化,开发一种更严格的城市扩展方法.
- 调查城市统计数据源于空间依赖的随机变量的联合波动的假设.
- 超越城市规模的扩展,专注于城市内物业的共同变化.
主要方法:
- 分析不同城市和规模的人口,道路网络和碳排放的城市内变化.
- 将这些变化建模为空间依赖的随机变量的联合波动.
- 使用有限尺寸缩放函数检查边际和联合概率分布.
主要成果:
- 实证城市统计显示有限大小的缩放函数.
- 调整尺度的分布倒闭在通用曲线上,独立于城市大小.
- 这些发现与生物生物体的物种内变异性相似.
结论:
- 城市新陈代谢的概括理论可以基于城市内特征的协变.
- 这种方法克服了传统的以城市大小为基础的扩展的局限性.
- 它可以更好地整合城市数据和城市建模和规划的生物启发理论.
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