Badami Mohammad Mahdi, Tohidi Ramin, Sioutas Constantinos
University of Southern California, Department of Civil and Environmental Engineering, Los Angeles, California, USA.
J Aerosol Sci. 2024 Feb;176. doi: 10.1016/j.jaerosci.2023.106316. Epub 2023 Dec 12.
This study investigates the long-term trends of ambient ultrafine particles (UFPs) and associated airborne pollutants in the Los Angeles Basin from 2007 to 2022, focusing on the indirect effects of regulations on UFP levels. The particle number concentration (PNC) of UFPs was compiled from previous studies in the area, and associated co-pollutant data, including nitrogen oxides (NO), carbon monoxide (CO), elemental carbon (EC), organic carbon (OC), and ozone (O), were obtained from the chemical speciation network (CSN) database. Over the study period, a general decrease was noted in the PNC of UFPs, NO, EC, and OC, except for CO, the concentration trends of which did not exhibit a consistent pattern. UFPs, NO, EC, and OC were positively correlated, while O had a negative correlation, especially with NO. Our analysis discerned two distinct subperiods in pollutant trends: 2007-2015 and 2016-2022. For example, there was an overall decrease in the PNC of UFPs at an annual rate of -850.09 particles/cm/year. This rate was more pronounced during the first sub-period (2007-2015) at -1814.9 particles/cm/year and then slowed to -227.21 particles/cm/year in the second sub-period (2016-2023). The first sub-period (2007-2015) significantly influenced pollutant level changes, exhibiting more pronounced and statistically significant changes than the second sub-period (2016-2022). Since 2016, almost all primary pollutants have stabilized, indicating a reduced impact of current regulations, and emphasizing the need for stricter standards. In addition, the study included an analysis of Vehicle Miles Traveled (VMT) trends from 2007 to 2022 within the Los Angeles Basin. Despite the general increase in VMT, current regulations and cleaner technologies seem to have successfully mitigated the potential increase in increase in PNC. Overall, while a decline in UFPs and co-pollutant levels was observed, the apparent stabilization of these levels underscores the need for more stringent regulatory measures and advanced emission standards.
本研究调查了2007年至2022年洛杉矶盆地环境中超细颗粒物(UFPs)及相关空气污染物的长期趋势,重点关注法规对超细颗粒物水平的间接影响。超细颗粒物的颗粒数浓度(PNC)是根据该地区先前的研究汇编而成,相关的共污染物数据,包括氮氧化物(NO)、一氧化碳(CO)、元素碳(EC)、有机碳(OC)和臭氧(O),则从化学形态网络(CSN)数据库中获取。在研究期间,除了一氧化碳(CO)浓度趋势未呈现出一致模式外,超细颗粒物、氮氧化物、元素碳和有机碳的颗粒数浓度总体呈下降趋势。超细颗粒物、氮氧化物、元素碳和有机碳呈正相关,而臭氧呈负相关,尤其是与氮氧化物。我们的分析识别出污染物趋势的两个不同子时期:2007 - 2015年和2016 - 2022年。例如,超细颗粒物的颗粒数浓度总体以每年 - 850.09个颗粒/立方厘米的速率下降。该速率在第一个子时期(2007 - 2015年)更为明显,为每年 - 1814.9个颗粒/立方厘米,然后在第二个子时期(2016 - 2023年)减缓至每年 - 227.21个颗粒/立方厘米。第一个子时期(2007 - 2015年)对污染物水平变化有显著影响,与第二个子时期(2016 - 2022年)相比,呈现出更明显且具有统计学意义的变化。自2016年以来,几乎所有一次污染物都已趋于稳定,这表明当前法规的影响有所降低,并强调了更严格标准的必要性。此外,该研究还分析了2007年至2022年洛杉矶盆地内的车辆行驶里程(VMT)趋势。尽管车辆行驶里程总体有所增加,但当前法规和更清洁的技术似乎已成功缓解了颗粒数浓度可能出现的增加。总体而言,虽然观察到超细颗粒物和共污染物水平有所下降,但这些水平的明显稳定凸显了采取更严格监管措施和先进排放标准的必要性。