Air Quality Characteristics and Their Natural and Socioeconomic Drivers in Beijing-Tianjin-Hebei Economic Zone, Northern China

IF 0.6 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Chiang Mai Journal of Science Pub Date : 2022-11-30 DOI:10.12982/cmjs.2022.097
Xiaoxue Zhang, Shuan Li, C. Xia
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Abstract

Beijing-Tianjin-Hebei Economic Zone is one of the most polluted areas in northern China. In recent years, pollution has become one of the most severe the environmental problems in that region, posing huge impact on the urban traffi c and threatening the public health greatly. Understanding the spatio-temporal variability and their mechanisms is important for the monitoring and control of regional air pollution. This study employed the Mann-Kendall test, statistical methods, geographical spatial analysis, aiming to explore the characteristics of air quality and its main controlling factors in this region. Temporal analysis was conducted in four largest cities to indicate the variation trend of air quality and identify the infl uence of meteorological factors, while spatial analysis was conducted based on all 13 cities of the region to clarify the socioeconomic controls on air quality. The results from trend analysis indicate an improving trend in air quality. Temperature, air pressure and wind speed are the main meteorological factors controlling air quality in the four large cities, which impose important infl uence on the migration, diffusion or settlement of pollutants. Agglomeration degree and distribution characteristics of AQI and six pollutants show great spatial heterogeneity, which is determined by topography, land-sea position, physicochemical properties of pollutants and socioeconomic factors. Principal component analysis (PCA) indicate that economic development benefi ts the improvement of air quality, while industrialization and traffi c construction aggravate air pollution. The air quality is less dependent on the level of urbanization. About 55 % of the spatial AQI changes can be explained by the socioeconomic factors, suggesting the leading contribution of human activities to air quality. This study will help deeply understand the main sources of air pollution in Beijing-Tianjin-Hebei region, and provides insights for urban planning and rational policy formulation that are conducive to air pollution control.
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京津冀经济区空气质量特征及其自然和社会经济驱动因素
京津冀经济区是中国北方污染最严重的地区之一。近年来,污染已成为该地区最严重的环境问题之一,对城市交通造成了巨大影响,对公众健康构成了极大威胁。了解大气污染的时空变化及其机制对区域大气污染的监测和控制具有重要意义。本研究采用Mann-Kendall检验、统计学方法、地理空间分析等方法,探讨该地区空气质量特征及其主要控制因素。对4个最大城市进行了时间分析,以显示空气质量的变化趋势,识别气象因素的影响;对13个城市进行了空间分析,以阐明社会经济对空气质量的控制。趋势分析结果表明,空气质量呈改善趋势。温度、气压和风速是控制四大城市空气质量的主要气象因子,它们对污染物的迁移、扩散或沉降有重要影响。地形、陆海位置、污染物理化性质和社会经济因素决定了空气质量指数和6种污染物的集聚程度和分布特征具有较大的空间异质性。主成分分析表明,经济发展有利于空气质量的改善,而工业化和交通建设加剧了空气污染。空气质量对城市化水平的依赖程度较低。约55%的空间AQI变化可由社会经济因素解释,表明人类活动对空气质量的主要贡献。本研究将有助于深入了解京津冀地区大气污染的主要来源,为有利于大气污染治理的城市规划和合理政策制定提供见解。
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来源期刊
Chiang Mai Journal of Science
Chiang Mai Journal of Science MULTIDISCIPLINARY SCIENCES-
CiteScore
1.00
自引率
25.00%
发文量
103
审稿时长
3 months
期刊介绍: The Chiang Mai Journal of Science is an international English language peer-reviewed journal which is published in open access electronic format 6 times a year in January, March, May, July, September and November by the Faculty of Science, Chiang Mai University. Manuscripts in most areas of science are welcomed except in areas such as agriculture, engineering and medical science which are outside the scope of the Journal. Currently, we focus on manuscripts in biology, chemistry, physics, materials science and environmental science. Papers in mathematics statistics and computer science are also included but should be of an applied nature rather than purely theoretical. Manuscripts describing experiments on humans or animals are required to provide proof that all experiments have been carried out according to the ethical regulations of the respective institutional and/or governmental authorities and this should be clearly stated in the manuscript itself. The Editor reserves the right to reject manuscripts that fail to do so.
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