Figure 2 shows the secular changes in the annual average concentrations of air pollutants at AAQMS and RsAQMS in Japan, from 1990 to 2018. For PM
2.5, the figure shows the change in concentration over time, since 2010, which was the year when the nationwide measurement started. The annual average concentration of O
3 is calculated based on the data measured during the daytime (defined here as 5:00 to 20:00). These results show that air pollution concentrations are decreasing year-by-year, except for O
3, and for some substances there is almost no difference in concentration between the AAQMS and RsAQMS, indicating the effect of reducing vehicle emissions through automobile exhaust measures.
3.1.1. Particulate Matter (PM2.5, Suspended Particulate Matter (SPM))
Table 2 shows the average concentrations of PM
2.5 at AAQMS and RsAQMS nationwide, in each region in 2010 and 2018, and the concentration ratios between 2010 and 2018. The national average concentrations and standard deviation of PM
2.5 at AAQMS and RsAQMS were 15.1 ± 2.8 μg/m
3 and 17.1 ± 2.8 μg/m
3 in 2010, and 11.2 ± 2.1 μg/m
3 and 12.0 ± 2.0 μg/m
3 in 2018, respectively. The concentrations of PM
2.5 decreased by 26% (AAQMS) and 30% (RsAQMS) over this period. As the number of monitoring stations for PM
2.5 has been gradually increasing since 2010, there are some regions where no observation was conducted in 2010, but the rate of decrease in PM
2.5 concentration tends to be large in the western part of Japan (regions 4–8). The difference in concentration between the AAQMS and RsAQMS is 0.8 μg/m
3, on average, nationwide (the range of difference by region is 0.3–1.6 μg/m
3) in 2018, and the concentration at the RsAQMS is higher than that at the AAQMS in all the regions.
Figure S3 shows the PM
2.5 concentrations (annual average concentrations) at three sites in South Korea and five sites in China, from 2010 to 2019 [
13]. The ratio of PM
2.5 concentration in 2019 to that in 2011 is 0.43 in Beijing, 0.69 in Shanghai, and 0.54 in Guangzhou, indicating that the PM
2.5 concentrations have decreased significantly, which is likely due to an effect of the emission control measures in China. This indicates that the impact of transboundary PM
2.5 on Japan is also decreasing, as pointed out by Uno et al. (2020) [
14]. PM
2.5 concentrations have also shown a decreasing trend since 2015, at the three sites in South Korea.
Figure 3 shows the average concentrations of the main components in PM
2.5, from 2012 to 2018, at AAQMS and RsAQMS nationwide. Here, the main components of PM
2.5 are elemental carbon (EC), organic carbon (OC), sulfate (SO
42−), nitrate (NO
3−), ammonium (NH
4+), and the sum of other ions (Cl
−, Na
+, K
+, Mg
2+, and Ca
2+).
Table 3 extracts the values shown in
Figure 3, for the years 2012, 2015, and 2018.
These results show that sulfate is the most common PM
2.5 component at AAQMS and RsAQMS, followed by OC and ammonium. The total concentration of the main components of PM
2.5 has decreased by approximately 25%, from 2012 to 2018. The component with the largest reduction in concentration was EC, with a 43% reduction at AAQMS, and a 50% reduction at RsAQMS. Nitrate is reduced by 39% at AAQMS and 46% at RsAQMS. The concentrations of sulfate and ammonium are also generally reduced by about 30%. On the other hand, the concentration of OC does not change significantly compared to the other components, as pointed out by Yamagami et al. (2021) [
15]. Since OC is emitted directly from anthropogenic sources, as well as secondary generation from VOCs, it is suggested that OC source control and VOC control are important for further reduction in OC concentrations, and also for the reduction in PM
2.5 concentrations.
Figure 4 shows the trends of the average concentrations of major components in PM
2.5, from 2012 to 2018, at the AAQMS and RsAQMS by region. In terms of PM
2.5 concentrations by region, region 2 has a higher ratio of nitrate than other regions, and region 8 has a higher ratio of sulfate. It was also found that the characteristics outlined in
Figure 3 were generally applicable to all the regions.
Table 4 shows the mean concentrations of SPMs at the AAQMS and RsAQMS, for the nation and each region in 1990, 2000, 2010, and 2018, and the concentration ratios for 2018 relative to 1990.
The national average SPM concentrations of 37 µg/m3 (AAQMS) and 50 µg/m3 (RsAQMS) in 1990, were 17 µg/m3 for both AAQMS and RsAQMS in 2018. During this period, the SPM concentrations of AAQMS and RsAQMS were reduced by 55% and 65%, respectively, and the concentrations of AAQMS and RsAQMS were almost the same (0–1 µg/m3 difference). In all the regions, the reduction rate of RsAQMS is larger than that of AAQMS, especially in region 2 (0.30), region 4 (0.36), and region 5 (0.34). These regions include major metropolitan areas, and regulations were introduced in the areas in 2003, to prohibit diesel vehicles that were registered under old regulations from entering these areas, which may have led to the improvement in air quality.
We focus on the difference in concentration between RsAQMS and AAQMS for PM
2.5 mass, and component concentration and SPM concentration. As shown in
Table 2, the difference in concentration between RsAQMS and AAQMS, for PM
2.5 mass concentration, is approximately 0.8 μg/m
3. As shown in
Table 3, the difference in concentration between RsAQMS and AAQMS, in PM
2.5 component concentration, was also about 0.8 μg/m
3. As for SPM, the difference in concentration between RsAQMS and AAQMS was 1 µg/m
3, which is almost the same amount as that of PM
2.5. These results indicate that the difference in the concentration of particulate matter between the RsAQMS and the AAQMS is approximately 1 µg/m
3, which can mainly be explained by the difference in the concentration of the major components of PM
2.5, although they do not match exactly because of the differences in locations, measurement periods, and measurement methods.
With the decline in PM emissions from automobile tailpipes, the relative increase in emissions of non-exhaust particles, such as brakes, tires, and re-suspended dust, has been noted, and the need for countermeasures against these particles has been discussed [
16]. According to these reports, future estimates, using emission inventories, show that the share of non-exhaust particles in vehicle emissions will reach up to 94% (PM
10) and 90% (PM
2.5) in 2030. The component of these non-exhaust particles may be metallic elements, such as barium (Ba), copper (Cu), iron (Fe), and zinc (Zn) [
17], and soil-derived components (aluminum (Al), calcium (Ca), Fe, and magnesium (Mg)) [
18].
From the results of the analysis of PM2.5 component concentrations above, it is suggested that the influence of non-exhaust particles on RsAQMS is limited, because the difference in concentrations between RsAQMS and AAQMS can be explained by the major PM2.5 components, which include little non-exhaust particles. Therefore, the current emission inventories may overestimate the effect of non-exhaust particles. It may be necessary to review these inventories, as well as to understand the actual situation. The density of non-exhaust particles is considered to be higher than that of other PM2.5 components, because they contain more metal components. Therefore, it is important to understand the actual situation in roadside environments, because non-exhaust particles that are emitted from the source may be deposited near the roadside and may not be transported over long distances.
3.1.2. Ozone and Related Substances (Nitrogen Oxides, Non-Methane Hydrocarbons)
Figure 5 shows the secular changes in the annual mean one-hour daytime concentrations and annual maximum concentrations of ozone at the national AAQMS and RsAQMS, for the years 1990–2018.
Figures S4-1 and S4-2 also shows the secular changes of the annual mean and maximum concentrations at regional AAQMS and RsAQMS.
Tables S4-1 and S4-2 extract the annual mean and maximum ozone concentrations, averaged for the three years 1990–1992 and 2016–2018, at the AAQMS. Daytime is defined as 5:00 to 20:00. These results show that the annual average ozone concentrations at AAQMS show a trend of increasing over time, regardless of the region. The ozone concentrations at RsAQMS are generally lower than those at AAQMS, in all the regions, which is due to the titration effect of nitric oxide, emitted mainly from automobiles. The average concentration at RsAQMS fluctuates greatly, which is due to the fact that the number of RsAQMS is small and the measuring stations are being discontinued. Therefore, RsAQMS are not included in
Tables S4-1 and S4-2. The rate of increase in the concentration in region 7 (1.40) and region 8 (1.37) is the largest, followed by regions 2, 4, and 5, which are metropolitan areas. On the other hand, the annual maximum concentrations have remained almost constant over the years. As shown in
Tables S4-1 and S4-2, the concentrations in regions 2, 4, and 5, which are metropolitan areas, tend to decrease slightly over time.
These results indicate that the average concentrations of ozone increased over time, in all the regions of Japan. However, the highest ozone concentrations in the metropolitan areas (regions 2, 4, and 5) decreased over time, unlike the other regions, suggesting the effect of the reduction in precursors in the metropolitan areas. In regions 7 and 8, both the mean and maximum concentrations increased significantly, suggesting the influence of transboundary transport from the continent. The difference in the direction of increase and decrease in the concentrations over time, between the average and maximum ozone concentrations, indicates the importance of setting an averaged time when evaluating the ozone concentration.
Figure 6 shows the secular changes of the annual mean NOx and NMHC concentrations at the national AAQMS and RsAQMS, from 1990 to 2018.
Figures S4-3 and S4-4 also show the secular changes of the annual mean NOx and NMHC concentrations at regional AAQMS and RsAQMS.
Tables S4-3 and S4-4 extract the annual mean NOx and NMHC concentrations in 1990, 2000, 2010, and 2018. The NOx concentrations decreased significantly in all the regions, between 1990 and 2018, with a 62% decrease at the AAQMS (55% to 65% by region) and a 71% decrease at the RsAQMS (67% to 76% by region) in 2018 compared to 1990. The NMHC concentrations decreased significantly in all the regions, from 1990 to 2018, with a 64% decrease at the AAQMS (55% to 68% by region) and a 74% decrease at the RsAQMS (64% to 76% by region) in 2018 compared to 1990. Although both the NOx and NMHC concentrations have decreased significantly, the O
3 concentration has not been reduced, which is an issue for the future.