城市热环境的因果网络和动态同步
Chenghao Wang1,2, Yihang Wang3, Zhi-Hua Wang3
1School of Meteorology, University of Oklahoma, Norman, OK, USA.
概括
城市热能城市热能
科学领域:
- 环境科学 环境科学
- 气候科学 气候科学
- 城市研究 城市研究
背景情况:
- 由于气候变化和城市化,城市热量越来越令人担忧.
- 了解城市热的时空传播仍然是有限的.
- 现有的研究往往忽视了传热的网络动态.
研究的目的:
- 研究基于温度的因果网络的结构和演变.
- 用城市和农村地区的白天与夜间温度异常来比较因果网络.
- 为了确定中介城市热量传播的关键地区.
主要方法:
- 数据驱动的建模框架集成因果推理,网络拓分析和动态同步.
- 系统地比较整个美国大陆的因果网络.
- 对温暖季节白天和夜间空气温度异常的分析.
主要成果:
- 网络链接具有强大的空间连贯性,特别是在夜间.
- 小世界网络属性的识别.
- 随着时间的推移,城市热力学变化的同步性越来越大,特别是对于最大的空气温度.
- 大湖地区被确定为热扰动的关键媒介.
结论:
- 城市热力学表现出复杂的网络结构,并随着时间的推移而演变.
- 夜间温度在空间热连贯性中起着至关重要的作用.
- 系统层面的分析提供了对气候变化中的城市热量行为的新见解.
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