Department of Atmospheric Chemistry and Climate, Institute of Physical Chemistry Rocasolano, CSIC, Serrano 119, 28006, Madrid, Spain.
Department of Environment, Edf. 23. CIEMAT, Avda. Complutense 40, 28040, Madrid, Spain.
Environ Sci Pollut Res Int. 2019 Oct;26(29):30426-30443. doi: 10.1007/s11356-019-06205-8. Epub 2019 Aug 22.
This study has assessed the influence of the origin of air mass on levels of particulate matter (PM) and chemical composition (SO and NO) in the air basin of Madrid. A data set of back-trajectories of air mass arriving to this area of study from 15 June 15 2009 to 8 July 2011 has been analyzed. Firstly, the cluster analysis statistical method has been used to group the back-trajectories into 5 sets according to the angle, direction, and speed of the air mass. Afterwards, the synoptic meteorological scenarios associated with each cluster were obtained and interpreted. Subsequently, an analysis was made on the influence of these clusters on the surface levels of particulate pollutants recorded in a regional background station ("El Atazar"), as well as in two urban background stations ("Casa de Campo" and "CIEMAT"). Finally, potential source areas of PM, SO, and NO that contributed to the increase in their background levels in the Madrid air basin were detected by analyzing residence times of trajectories. Transport of mineral desert dust is probably the main cause of the increase of regional and urban background levels of PM in the Madrid air basin. In the case of SO, relatively high levels were registered, associated with air mass coming from Southern Europe and the Mediterranean Sea. In these regions, strong emissions of SO are produced due to industrial combustion and maritime traffic. Otherwise, relatively high levels of NO were registered during meteorological situations defined by a low baric gradient in the Iberian Peninsula. This meteorological pattern favors the accumulation of emissions from local and regional sources. Besides, the main urban centers of northeastern Europe and industrial areas located in the north African coast were also identified as potential source areas of NO. The statistical analysis of the back-trajectories by different methods and the comparison of the results obtained with observational data confirmed that numerous industrial areas in Europe and North Africa, as well as natural ones, such as deserts, had an influence on the regional and urban background levels of mass and chemical composition of particulate matter in the Madrid air basin, under the development of specific synoptic meteorological situations. Graphical abstract.
本研究评估了气团来源对马德里空气盆地颗粒物(PM)水平和化学成分(SO 和 NO)的影响。分析了 2009 年 6 月 15 日至 2011 年 7 月 8 日期间到达研究区域的气团后向轨迹数据集。首先,使用聚类分析统计方法根据气团的角度、方向和速度将后向轨迹分为 5 组。然后,获得并解释了与每个聚类相关的天气概况。随后,分析了这些聚类对记录在区域背景站(“El Atazar”)以及两个城市背景站(“Casa de Campo”和“CIEMAT”)的颗粒物污染物表面水平的影响。最后,通过分析轨迹停留时间,检测了对马德里空气盆地背景水平 PM、SO 和 NO 增加有贡献的潜在源区。矿物沙漠尘埃的传输可能是马德里空气盆地区域和城市背景水平 PM 增加的主要原因。在 SO 的情况下,记录到相对较高的水平,与来自南欧和地中海的气团有关。在这些地区,由于工业燃烧和海上交通,SO 的排放很强。否则,在伊比利亚半岛气压梯度较低的天气情况下,记录到相对较高的 NO 水平。这种气象模式有利于本地和区域来源排放的积累。此外,还确定了北欧主要城市中心和北非沿海的工业地区也是 NO 的潜在源区。通过不同方法对后向轨迹进行的统计分析以及将获得的结果与观测数据进行比较,证实了欧洲和北非的许多工业地区以及自然地区(如沙漠)在特定天气概况下对马德里空气盆地的区域和城市背景水平以及颗粒物的化学组成有影响。