College of Geography and Environmental Sciences, Northwest Normal University, Lanzhou, 730070, Gansu province, China.
The Key Laboratory of Resource Environment and Sustainable Development of Oasis, Lanzhou, 730070, Gansu province, China.
Environ Monit Assess. 2023 Oct 18;195(11):1336. doi: 10.1007/s10661-023-11944-w.
Climate change and air pollution are one of the global environmental problems. It is significant to grasp the air pollution situation of Western Europe in recent 10 years for its or the global pollution control. Based on the OMI tropospheric nitrogen dioxide (NO) column density data, the spatial and temporal distribution characteristics, variation trend, transmission path, and influencing factors of NO in 15 countries in Western Europe from 2011 to 2022 are discussed in this paper. Meanwhile, the annual average spatial and temporal distribution in 2023 is predicted by the random forest (RF) model. The results showed that (1) the 12-year spatial distribution map showed an increasing trend from southwest to northeast, with the border area of the Netherlands and Germany and Milan as two high-value areas, and the overall trend over time was that the high-concentration area gradually shrank, the low-concentration area gradually expanded, and the annual average concentration gradually decreased. (2) The inter-month trend presents a "U" shape, with the mean NO pollution ranking in winter > autumn > spring > summer. (3) Natural factors are one of the reasons affecting NO; for instance, NO pollution has a strong positive correlation with the lifted index, relative humidity, and wind speed and a moderately strong negative correlation with precipitable water and air temperature. (4) Exogenous atmospheric transport is another important factor affecting the change of NO pollution in Western Europe. The HYSPLIT model is used to analyze the backward trajectory of Milan, Italy, and Nijmegen, Netherlands, in the four seasons of 2022. Both are mainly influenced by westerly airflows, and therefore, the transport effect in the atmosphere brings air pollutants from westerly regions in the atmosphere.
气候变化和空气污染是全球环境问题之一。掌握过去 10 年西欧的空气污染情况对于全球污染控制具有重要意义。本研究基于 OMI 对流层二氧化氮(NO)柱密度数据,讨论了 2011 年至 2022 年西欧 15 个国家 NO 的时空分布特征、变化趋势、传输路径和影响因素。同时,利用随机森林(RF)模型预测了 2023 年的年平均时空分布。结果表明:(1)12 年的空间分布图谱显示出从西南到东北逐渐增加的趋势,荷兰和德国边境地区以及米兰是两个高值区,随着时间的推移,整体趋势是高浓度区逐渐缩小,低浓度区逐渐扩大,年平均浓度逐渐降低。(2)月际变化趋势呈“U”型,NO 污染平均水平冬季>秋季>春季>夏季。(3)自然因素是影响 NO 的原因之一;例如,NO 污染与抬升指数、相对湿度和风速呈强正相关,与可降水量和气温呈中度强负相关。(4)外源大气传输是影响西欧 NO 污染变化的另一个重要因素。使用 HYSPLIT 模型分析了意大利米兰和荷兰奈梅亨在 2022 年四个季节的后向轨迹。两者主要受西风气流的影响,因此,大气中的传输效应将大气中来自西风区的空气污染物输送过来。