Wen Ding, Wang Li, Cao Qian, Hong Man, Wang Hao, Bian Guojian
South China Institute of Environmental Science, Ministry of Ecology and Environment, Guangzhou, 510530, China.
National Key Laboratory of Urban Ecological Environment Simulation and Protection, Guangzhou, 510530, China.
Sci Rep. 2024 Oct 24;14(1):25130. doi: 10.1038/s41598-024-77036-y.
Urbanization combined with global climate change, exacerbates the urban thermal environment and hinders sustainable urban development. However, the complex relationships between land surface temperature (LST) and urban morphology are being further understood, particularly in relation to different urban development patterns, distinct topography, and 3D building morphology. Thus, this study conducted a comparative study in Chengdu and Chongqing, Southwest China. We explored the impact of comprehensive factors (including socio-economic factos, topography, land use composition, and building morphology) on LST by employing the methods of linear regression, geographical detector model, and the boosted regression trees. Our results suggest that (1) high LST was mainly observed in the central part of Chengdu but it presented multicenter aggregation trend in Chongqing; (2) Socio-economic factors were the dominant variables affecting LST in both cities; (3) land use composition and building morphology showed distinct contributions to LST among the two cities; and (4) 3D building management was more effective in Chengdu than in Chongqing. A better understanding of the impact of various influencing factors on LST will enable policy makers and planners to develop appropriate strategies for constructing climate-adaptive cities and mitigating urban heat.
城市化与全球气候变化相结合,加剧了城市热环境,阻碍了城市的可持续发展。然而,地表温度(LST)与城市形态之间的复杂关系正在得到进一步认识,特别是在不同的城市发展模式、独特的地形和三维建筑形态方面。因此,本研究在中国西南部的成都和重庆进行了一项比较研究。我们采用线性回归、地理探测器模型和增强回归树等方法,探讨了综合因素(包括社会经济因素、地形、土地利用组成和建筑形态)对地表温度的影响。我们的结果表明:(1)成都中心城区地表温度较高,但重庆呈现多中心聚集趋势;(2)社会经济因素是影响两市地表温度的主要变量;(3)土地利用组成和建筑形态在两市对地表温度的贡献各不相同;(4)三维建筑管理在成都比在重庆更有效。更好地理解各种影响因素对地表温度的影响,将使政策制定者和规划者能够制定适当的策略,以建设气候适应性城市并减轻城市热岛效应。