Sarker Tanni, Fan Peilei, Messina Joseph P, Macatangay Ronald, Varnakovida Pariwate, Chen Jiquan
School of Planning, Design, and Construction and Center for Global Change and Earth Observations, Michigan State University, East Lansing, MI, 48824, USA.
Department of Urban and Environmental Policy and Planning, Tufts University, 503 Boston Avenue, Medford, MA, 02155, USA.
Sci Rep. 2024 May 13;14(1):10955. doi: 10.1038/s41598-024-61720-0.
In a rapidly urbanizing world, heavy air pollution and increasing surface temperature pose significant threats to human health and lives, especially in densely populated cities. In this study, we took an information theory perspective to investigate the causal relationship between diel land surface temperature (LST) and transboundary air pollution (TAP) from 2003 to 2020 in the Bangkok Metropolitan Region (BMR), which includes Bangkok Metropolis and its five adjacent provinces. We found an overall increasing trend of LST over the study region, with the mean daytime LST rising faster than nighttime LST. Evident seasonal variations showed high aerosol optical depth (AOD) loadings during the dry period and low loadings at the beginning of the rainy season. Our study revealed that TAP affected diel surface temperature in Bangkok Metropolis significantly. Causality tests show that air pollutants of two adjacent provinces west of Bangkok, i.e., Nakhon Pathom and Samut Sakhon, have a greater influence on the LST of Bangkok than other provinces. Also, the bidirectional relationship indicates that air pollution has a greater impact on daytime LST than nighttime LST. While LST has an insignificant influence on AOD during the daytime, it influences AOD significantly at night. Our study offers a new approach to understanding the causal impact of TAP and can help policymakers to identify the most relevant locations that cause pollution, leading to appropriate planning and management.
在一个快速城市化的世界中,严重的空气污染和不断上升的地表温度对人类健康和生命构成了重大威胁,尤其是在人口密集的城市。在本研究中,我们从信息论的角度调查了2003年至2020年曼谷大都市区(BMR)(包括曼谷市及其五个相邻省份)日陆地表面温度(LST)与跨境空气污染(TAP)之间的因果关系。我们发现研究区域内LST总体呈上升趋势,白天平均LST的上升速度快于夜间LST。明显的季节变化表明,旱季气溶胶光学厚度(AOD)负荷较高,雨季开始时负荷较低。我们的研究表明,TAP对曼谷市的日地表温度有显著影响。因果关系测试表明,曼谷以西两个相邻省份,即佛统府和沙没沙空府的空气污染物对曼谷LST的影响比其他省份更大。此外,双向关系表明,空气污染对白天LST的影响大于夜间LST。虽然LST在白天对AOD的影响不显著,但在夜间对AOD有显著影响。我们的研究提供了一种新的方法来理解TAP的因果影响,并有助于政策制定者确定造成污染的最相关地点,从而进行适当的规划和管理。