Temporal variation in 129I and 127I in aerosols from Xi'an, China: influence of East Asian monsoon and heavy haze events
- 1State Key Laboratory of Loess and Quaternary Geology, Shaanxi Key Laboratory of Accelerator Mass Spectrometry Technology and Application, Xi'an AMS Center, Institute of Earth Environment CAS, Xi'an 710061, China
- 2Center for Excellence in Quaternary Science and Global Change, Chinese Academy of Sciences, Xi'an 710061, China
- 3Center for Nuclear Technologies, Technical University of Denmark, Risø Campus, Roskilde 4000, Denmark
- 4Institute of Surface-Earth System Science, Tianjin University, Tianjin 300072, China
- 5Open Studio for Oceanic-Continental Climate and Environment Changes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao 266061, China
Correspondence: Luyuan Zhang (email@example.com, firstname.lastname@example.org)
Aerosol iodine isotopes are pivotal links in atmospheric circulation of iodine in both atmospheric and nuclear sciences, while their sources, temporal change and transport mechanism are still not well understood. This work presents the day-resolution temporal variation in iodine-129 (129I) and iodine-127 (127I) concentrations in aerosols from Xi'an, north-west China, during 2017/18. Both iodine isotopes have significant fluctuations with time, showing the highest levels in winter, approximately 2–3 times higher than in other seasons, but the correlation between 129I and 127I concentrations reflects that they have different sources. Aerosol 127I concentrations are found to be noticeably positively correlated with air quality index and five air pollutants. Enhanced fossil fuel combustion and inverse weather conditions can explain the increased concentrations and peaks of 127I in winter. The change in 129I concentrations confirms that the source and level of 129I in the monsoonal region were alternatively dominated by the 129I-enriched East Asian winter monsoon and the 129I-poor East Asian summer monsoon. The mean 129I∕127I number ratio of provides an atmospheric background level for the purpose of nuclear environmental safety monitoring. This study suggests that locally discharged stable127I and externally input 129I are likely involved in fine particles formation in urban air, which provides insights into the long-range transport of air pollutants and iodine's role in particulate formation in urban atmosphere.
Iodine is one of the active halogen elements and is involved in plenty of atmospheric chemical reactions (i.e. ozone depletion and new particle formation from condensable iodine-containing vapours), drawing increasing attention in not only atmospheric science but also environmental fields in recent years (Saiz-Lopez et al., 2012). A number of studies on atmospheric iodine just focus on the processes and mechanisms in marine boundary layer since over 99.8 % of iodine is derived from ocean (McFiggans et al., 2000). Other sources of iodine in air are comprised of volatile iodine and resuspended particles from soil, as well as combustion of fossil fuel (Fuge and Johnson, 1986). Whitehead (1984) estimated annual release of iodine from fossil fuel combustion is about 400 t, accounting for only 0.1 % of total iodine in air. In contrast, anthropogenic iodine in Chinese megacities is believed to be significantly underestimated due to coal combustion (Wu et al., 2014). A few studies have shown high iodine concentrations in air and particles in China (Gao et al., 2010; Xu et al., 2010). Although marine atmospheric iodine has been proven to form fine particles, little is known about terrestrial atmospheric iodine, particularly in urban sites with severe air pollution.
Along with atmospheric circulation of stable 127I, long-lived radioactive 129I with a half-life of 15.7 million years is also of importance to global transport since it is a major fission product with a yield of 0.7 % from nuclear industry. China is in a transition phase of energy structure in order to solve environmental pollution issues and has put great emphasis on developing nuclear power (World Nuclear Association, 2017). Nuclear waste reprocessing is also in the process of construction in China, which may be a key source of 129I in the future. Investigation of the level, sources and temporal changes is extremely necessary for nuclear environmental safety assessment and nuclear emergency preparedness. Environmental 129I∕127I number ratios have been increased from the natural 129I level of 10−12 to an anthropogenic level beyond 10−10 in the modern environment due to atmospheric nuclear weapon testing, nuclear accidents, nuclear fuel reprocessing process, etc (Snyder et al., 2010). More than 95 % of the environmental 129I was discharged by the two European nuclear fuel reprocessing plants (NFRPs), Sellafield in United Kingdom and La Hague in France, to the seas and air in liquid and gaseous forms, respectively. As a consequence of 129I releases from NFRPs, nuclear accidents and nuclear weapon testing sites, the global distribution of 129I is rather uneven (Snyder et al., 2010). Atmospheric 129I investigations have been conducted in Europe, Japan, the United States and Canada, but aerosol 129I studies are still rare, and no aerosol 129I data are available in China at present (Hasegawa et al., 2017; Hou et al., 2009; Jabbar et al., 2013; Moran et al., 1999; Toyama et al., 2013; Xu et al., 2013). Furthermore, those previous studies present time series of 129I in aerosols in monthly resolution for the purpose of nuclear environmental monitoring. Such a low time resolution is not sufficient to understand the sources, transport and temporal variation pattern and how these factors influence 129I.
Here, we present a day-resolution temporal variation in 129I and 127I in aerosols during 2017/18 from a typical monsoonal zone, Xi'an city in the Guanzhong basin of north-west China, to make an attempt to investigate the level, sources and temporal change characteristics of 127I and 129I. This study will help to establish a background value of the 129I∕127I number ratio, thereby serving nuclear environmental safety monitoring. The possible factors influencing temporal variation in iodine isotopes are also explored, including meteorological parameters, the East Asian monsoon (EAM) and heavy haze events.
The aerosol samples were collected using a high-volume sampler on the roof of Xi'an AMS Center (34∘13′25′′ N, 109∘0′0′′ E) with an elevation of 440 m above mean sea level (Fig. 1). Xi'an, located in the Guanzhong basin, is the largest city in north-west China with a population of 9.9 million. The basin is nestled between the Qinling Mountains to the south and the Loess Plateau to the north, and it is a warm temperate zone with semi-humid continental monsoon climate (Fig. 1b).
Sixty-eight aerosol samples were selected for measurement of iodine isotopes using the pyrolysis combined with AgI–AgCl co-precipitation for separation. The sample collection and preparation procedure are described in detail in the Supplement (Sect. S1), as previously reported (Zhang et al., 2018b). Accelerator mass spectrometry (AMS; 3MV, High Voltage Engineering Europa B.V., the Netherlands) and inductively coupled plasma mass spectrometry (ICP-MS; Agilent 8800, USA) were applied for a determination of 129I∕127I number ratios and 127I concentrations, respectively. 129I∕127I number ratio of iodine carrier is less than , and the analytical precisions are within 5 % for all the aerosol samples.
Results of 127I concentrations, γ(127I), 129I concentrations, N(129I), and 129I∕127I number ratios in aerosol samples in Xi'an, China, from March 2017 to March 2018, are shown in Fig. 2. The concentrations of 127I and 129I and the 129I∕127I number ratio fell within 1.21–21.4 ng m−3, (0.13–7.53) ×105 atoms m−3 and (10.6–743) , respectively. The mean values were 6.22±4.48 ng m−3, atoms m−3 and for γ(127I), N(129I) and the 129I∕127I number ratio, respectively.
127I and 129I in aerosols are characterised with apparent monthly and seasonal variations (Figs. 3 and 4). The minimum and maximum monthly concentrations were observed in August and December for 127I and July and December for 129I. The average γ(127I) values in November, December and January (11.4–12.7 ng m−3) were 2 times higher than in other months (3.12–6.70 ng m−3). Distinct from 127I, monthly variation in 129I shows the lowest level in June and July, (0.47–0.50) ×105 atoms m−3, about 2 to 6 times lower than the other months. The maximum 129I∕127I number ratio was not observed in winter months but rather in September.
The average γ(127I) values were 5.68±2.24, 3.61±1.49, 6.05±4.52 and 10.6±6.0 ng m−3 in spring, summer, fall and winter, respectively. The level of 127I in winter was about 2 times higher than spring and fall, 3 times higher than summer. N(129I) values were , , and atoms m−3 in spring, summer, fall and winter, respectively. The level of 129I in winter was about 2 times higher than spring and fall and 3.3 times higher than summer. Seasonal variation in the 129I∕127I number ratio was not so obvious as the concentrations of iodine isotopes. The mean 129I∕127I number ratio of in fall was slightly higher than that of in spring, in summer and in winter. However, the ratios in all four seasons fell in the similar range as that of the whole year.
A weak correlation between 129I and 127I was found with a Spearman correlation coefficient of 0.33 (p<0.01) for the whole year data, while no significant correlation was found between the two iodine isotopes in each season at the level of 0.05 (Table 1 and Fig. S1 in the Supplement). The correlation analysis between iodine isotopes and total suspended particle (TSP) indicate that there was a strong correlation between 127I and TSP but no correlation between radioactive 129I and TSP (Fig. S2).
4.1 Level and sources of 127I and 129I
The results of a weak correlation in the whole year sampling and no significant correlations in each season between the two isotopes indicate that 127I and 129I have different sources and influence factors.
The levels of 127I concentrations, particularly in winter, are much higher than those in continental sites (below 0.61 ng m−3 at the South Pole and 2.7–3.3 ng m−3 in Mpumalanga – previously named the Eastern Transvaal) and comparable to those in coastal and ocean sites (typically below 20 ng m−3 and up to 24 ng m−3 in tropic marine aerosols) (Saiz-Lopez et al., 2012). A similar range of 127I in TSP was observed to be 4.5–22 ng m−3 in a coastal urban area, Shanghai, China, showing the lowest values in summer, and an increase occurred in fall and winter (Gao et al., 2010). Iodine associated with PM10 and PM2.5 (particulate matter with the aerodynamic diameter less than 10 and 2.5 µm, respectively). was found to be 3–115 and 4–18 ng m−3, respectively, in urban and island sites of Shanghai, slightly lower than TSP iodine (Cheng et al., 2017; Gao et al., 2010). The marine aerosol iodine offshore China was found to be below 8.6 ng m−3 during the R/V XueLong cruise from July to September 2008 (Xu et al., 2010). The results suggest a relatively high aerosol 127I level in both inland and coastal urban areas in China.
Natural iodine in air is from marine emission through sea spray and gaseous emissions from seas, weathering of base rock and continental release through vegetation and suspended soil particles (Carpenter et al., 2013; Fuge and Johnson, 1986). Due to the influence of south-easterly EASM, moisture from the Pacific Ocean and the Chinese seas might bring marine iodine. Whereas, the mean γ(127I) in summer aerosol is 3.61±1.49 ng m−3, about 3-fold lower than that in winter. The sampling location, Xi'an, is an inland city about 900 km away from the nearest coastline. The contribution of marine iodine to terrestrial surface system in winter is considered to be negligible when the site is over 400 km away from the ocean (Cohen, 1985). Taking sodium and calcium as reference elements for sea spray and direct volatilisation of iodine from the ocean and weathering of soil and rock, respectively, He (2012) has estimated that less than 0.04 % and 5.2 % of iodine was from direct marine contribution and weathering of soil and rock, respectively, in the precipitation in Zhouzhi County, Xi'an city. Despite being likely underestimated, marine iodine contribution in precipitation samples showed a declining trend with increasing distances of 20 to 1252 km from the sea. And no significant change in marine contribution could be found over 100 km from the sea (He, 2012).
Iodine is also emitted from volatility of terrestrial soil and respiration of vegetation, which was estimated to be 2.27 in the form of CH3I, on a global basis, over an active season of 240 d, together with biome areas for temperate forest and wood lands (28.5×1012 m2) and temperate grasslands (31.9×1012 m2) (Sive et al., 2007). Dry deposition flux of iodine, however, can be calculated to be 5.83–40.7 based on aerosol 127I mass concentrations in TSP (13.3–92.5 µg g−1 TSP) multiplying an annual average dustfall flux of 13.2 t (km−2 30 d−1) (Xi'an Bureau of Statistics, 2018). The uncertainty for the calculation is about 32 % mainly due the large uncertainty in dustfall flux of about 31 %. Because of different land coverage between urban and forest-grassland in reference of Sive et al. (2007), terrestrial emission of iodine in the sampling site should be even lower than 2.27 . The dry deposition flux of iodine in Xi'an was therefore far beyond terrestrial sources of soil and vegetation, indicating they might be important iodine sources in summer but not in winter.
The significant increase in 127I from summer to winter suggests that anthropogenic discharge of iodine is the dominant source of 127I in Xi'an aerosol samples, mainly including combustion of biomass and fossil fuel (Wu et al., 2014). Biomass combustion generally occurs in summer harvest time, normally in later May and early June. In order to improve air quality, Xi'an government has banned biomass combustion since 2009. Additionally, no obvious change in 127I concentrations was found in May and June, indicating the biomass combustion is not the major source.
A recent study has confirmed that particulate iodine around two coal plants in Nanchang city, China, was greatly increased up to 36 ng m−3, and iodine concentrations within 9 km from the coal plants were much higher than that in non-coal sites (Duan, 2018). Coal is dominant in energy consumption structure. Coal consumption accounted for 72.7 % of total energy consumption in Shaanxi Province in 2013. In 2017, the coal consumption in Guanzhong basin was 67.4 million t (Shaanxi Provincial Bureau of Statistics, 2018). The 127I concentration in coal produced in Shaanxi Province ranges from 0.39 to 6.53 µg g−1 with a mean value of 1.47 µg g−1 (Wu et al., 2014). An atmospheric iodine emission factor that equals to the ratio of the iodine released into the atmospheric from the coal is from 78.8 % to 99.4 %, depending on the coal combustion technology and emission control devices (Wu et al., 2014). If simply assuming anthropogenic iodine is solely from combustion of coal in the study area and the atmospheric iodine emission factor is 92 %, about 91 t of 127I could have been released into the atmosphere in the Guanzhong basin in 2017. Xi'an, a northern city in China, consumes more coal in the heating period from 15 November to 15 March, which aggravates iodine release from coal combustion. Thus, we suggest that coal combustion is the major source of 127I in Xi'an urban aerosols in particular during the heating period of winter. This also suggests that 127I was regionally or locally input and can be treated as internal release.
The aerosol 129I levels reported in the previous studies and this work can be categorised into three groups (Fig.5). (1) Compared to other investigating sites, aerosol N(129I) was less than 106 atoms m−3 in Xi'an, north-west China. This low level is also found at those sites that are remote from the nuclear facilities in southern and central Europe, as well as Japan before the Fukushima accident (Hasegawa et al., 2017; Jabbar et al., 2013; Santos et al., 2005). The lowest N(129I) ( atoms m−3) in aerosols have been found at two high-altitude sites of the Alps (about 3000 m above the sea level). (2) The high values beyond 108 atoms m−3 have been reported at the sites directly contaminated either by nuclear reprocessing plants, such as Hanford, Sellafield and the reprocessing plant (WAK) at Karlsruhe, or by the Fukushima nuclear accident in 2011 (Brauer et al., 1973; Jackson et al., 2002; Wershofen and Aumann, 1989; Xu et al., 2015). (3) In between, aerosol N(129I) within the range from 106 to 108 atoms m−3 is mainly found in the sites and periods with global fallout from atmospheric nuclear weapon testing and from indirect contamination from nuclear fuel reprocessing plants (Brauer et al., 1973; Englund et al., 2010; Kadowaki et al., 2018; Tsukada et al., 1991; Zhang et al., 2016).
The source of 129I is crucial for spatial and temporal distributions of 129I in global scale. 129I∕127I number ratios in the Xi'an aerosols range from to , at least 3 orders of magnitude higher than the naturally produced 129I level () (Fehn et al., 2005). This clearly indicates human nuclear activities are a dominant contributor to the increase in 129I level in the environment. The level and source of 129I in soil, vegetation, rain and river water samples have been previously investigated in the Xi'an region, where 129I∕127I varied from to with a mean value of (Zhang et al., 2011). Aerosol 129I∕127I number ratios were about 1 order of magnitude higher than those in other environmental media, indicating 129I in Xi'an aerosols was not released by local soil suspension and vegetation release. Weathering of bedrock is not a major source of airborne 129I, since weathering just contributes 5 % of stable iodine, and 129I in bedrock can be considered even lower than the nature-produced 129I level because of the continuous decay. Coal combustion contributes a large proportion of stable 127I in winter, while the amount of 129I in coal is almost negligible, because coal was formed in the Tertiary (2.58–66 million years) at the latest so that 129I has been decayed out or in an extremely low value of 10−13–10−10 for 129I∕127I. Thus, coal combustion is not a major source of atmospheric 129I.
Nuclear activities including the historic nuclear weapon testing sites, nuclear reactors, NFRPs in China and Europe, and underground nuclear weapon testing are considered. Two nuclear weapon testing sites, Semipalatinsk and Lop Nor, located upwind, may input 129I into Xi'an region through soil resuspension and gaseous re-emission. However, evidence from the 129I distribution in surface soils from upwind regions reveals that the two nuclear weapon testing sites have a limit impact on the atmospheric 129I level in the remote regions farther than 1000 km from these test sites (Fan, 2013). This is also supported by the back-trajectory analysis that 129I concentration did not significantly rise when abundant air masses from Xinjiang passed through the Lop Nor test site on 28 December 2017 (Fig. S3g). Five nuclear power plants are in operation along the south-east coastal areas in China. 129I data from seawater collected within 10 km from a Chinese nuclear power plant suggest that normal operation of reactors does not cause a significant increase in 129I concentrations (He et al., 2011). Although information on the gaseous release of 129I from these reactors is unknown, the low 129I∕127I (about ) in the surface soil of southern China (Guangxi, Jiangxi and Fujian provinces) close to the reactors can confirm that there is no marked deposition from the gaseous release (Fan, 2013). Toyama et al. (2013) have shown a direct nearby influence of a pilot plant in Tokaimura (Ibaraki Prefecture), Japan on the 129I deposition in Tokyo. Similarly, a pilot nuclear spent fuel reprocessing plant (NFRP) has been established and operated in Gansu Province, China, since 2010. This NFRP is located in an upwind area and about 1200 km north-east of Xi'an. During the sampling period in 2017/18, no abnormally high 129I was observed; however this contribution cannot be neglected in the future operation and should be continuously monitored. In addition, the possible influence of the sixth underground nuclear weapon test conducted by North Korea on 3 September 2017 has been excluded based on the back and forward trajectories and the nuclear environmental monitoring around the Chinese north-east border by the government (Ministry of Environmental Protection of the People's Republic of China, 2017).
It is well documented that gaseous and liquid discharges from the NFRPs in Sellafield, United Kingdom, and La Hague, France, as well as the secondary emission from the contaminated seas and land, are the predominant source of 129I in the modern atmosphere, particularly in the European environment (Jabbar et al., 2013). The two NFRPs are located from 50 to 55∘ N, the westerly belt. The prevailing westerly winds throughout the year in the midlatitude act as a crucial pathway of 129I transport from its source to the whole midlatitude regions of the Northern Hemisphere, as observed in the sediment core from Jiaozhou Bay on the east coast of China (Fan et al., 2016). The 60-year record of 129I in a lacustrine sediment from the Philippines further shows that the EAWM plays an important role in transporting the midlatitude 129I to the low-latitude regions (Zhang et al., 2018a). The feature of 129I variation also shows that 129I was at a high level in spring and winter when the EAWM is prevailing and at a low level in summer when the EASM is prevailing, supporting that 129I is dominantly sourced from the long-range transport of European NFRPs discharges. In this case, 129I is externally input, in contrast to the locally released stable 127I.
4.2 Factors influencing temporal variation in iodine isotopes
As discussed above, even though variation patterns of 127I and 129I were similar, they were considerately influenced by many factors owing to their different sources. In this work, meteorological factors including precipitation, wind speed, temperature and dust storm events including, atmospheric circulation (in particular the EAM) and heavy air pollution periods are discussed.
4.2.1 Meteorological factors
Precipitation and wind speed. As discussed in Sect. S2, the influences of precipitation and wind speed on temporal changes in iodine isotopes are not significant (Fig. 2e and f). However, the winter days with an absence of wet precipitation and lower wind speed corresponded well to the heavy haze episodes when iodine concentrations, in particular stable 127I, were greatly increased, indicative of less dispersion. The details about haze influence on iodine will also be discussed in the following section.
Temperature. Temperature and its associated physiochemical processes and biological release of iodine from source regions might be reasons for the variation patterns. In summer, the temperature is about 20–40 ∘C in the North Hemisphere, which is favourable for direct volatilisation of iodine from the surfaces of land and seas. Ozone in the air–sea boundary layer is suggested to act as an oxidant to transform iodide in seawater into volatile molecular iodine that enters into the air, which is believed more significant than the biological process (Carpenter et al., 2013). Ozone concentrations in summer are around 30 nmol mol−1, roughly 2 times higher than winter (Ayers et al., 1996), which may increase the re-emission rate of iodine from the ocean and 129I-contaminated sea surface into the air. Additionally, the bloom of phytoplankton and algae in summer, can release biogenic organic iodine into the air through a mechanism of anti-oxidation (Küpper et al., 2008). The temperature, ozone concentration and marine biomass greatly reduces in winter, which results in less iodine released from the source regions and this can be used to explain the relatively weak peaks in winter than in summer. As discussed above, 127I and 129I in Xi'an aerosols were mainly derived from coal combustion and long-range transport from Europe, respectively. The change in the release amount of 127I and 129I at the source regions is obviously not the determining factor for the changes in iodine isotopes since Xi'an is far from the oceans and the 129I source regions. Furthermore, the seasonal variation in 127I and 129I with low levels in summer can also easily exclude the possibility of temperature influence.
In addition to atmospheric stability reflected by precipitation, wind and temperature, atmospheric boundary layer height determines the vertical dispersion scale of air pollution by thermal turbulent mixing, which might be a factor for variation in iodine isotopes. Since 127I is locally input and 129I is remotely transported from Europe, the influence of boundary layer height might be different for the two iodine isotopes. It will be further explored with longer temporal variation in iodine isotopes in the future.
Dust storms. Two severe dust storm events occurred in Xi'an in 17–18 April and 4–6 May 2017, as indicated by the peaks of air quality index (AQI) of 268 and 306, respectively. A 127I peak, 11.0 ng m−3, was observed on 18 April 2017, while 127I levels in other samples were almost below 6 ng m−3 in spring and summertime. Dust storms frequently occur in winter and spring in northern China and normally originate from the arid and semi-arid desert regions mainly located in Mongolia and north-west China. The first dust storm arrived the Guanzhong basin on 17 April 2017 and lasted until 19 April (China Meteorological Administration, 2018). The small peak of 127I is likely attributed to the suspended particulate matter from the soil surface in the dust storm source. In contrast, variation in the 129I level did not reflect the dust storm influence. The fact that 129I was not correlated with particulate concentrations (Fig. S4), indicates that the extrinsic 129I is not related to the heavy particulate events, since the major dust source areas include Taklimakan desert, the Gobi Desert in Inner Mongolia and the Loess Plateau, where the 129I∕127I number ratios in surface soil fell below , apparently much lower than those in aerosols (Zhang et al., 2011). Furthermore, the back-trajectory analysis also showed that the low 129I level on 18 April can be partially attributed to an 129I-poor low-altitude air mass (<900 m) (Fig. S3a). This is because either the low-altitude air mass might be formed in 129I-poor inland areas, not from the 129I-rich European area, or else the long-range-transported 129I in low-altitude air mass could be easily lost by the topographic countercheck (Dong et al., 2018).
The second dust storm started from the south central Mongolia and west-central Inner Mongolia autonomous regions on 3 May, arrived at Xi'an on 5 May and retreated on 6 May. It is a pity that no sample was analysed in this event, but a significant 129I peak with value of 7.53×105 atoms m−3 was found after 3 d of this event (Fig. 2b). The back-trajectory analysis suggests the 129I peak on 8 May 2017 is found to relate to the downdraft originating from high altitude (2000–6000 m) to low altitude (500 m) (Fig. S3b). This elevation of 129I after the dust storm events is likely attributed to the intensified winter monsoon and strong cold high pressure transporting greater 129I from Europe to China.
4.2.2 Heavy haze episodes during 2017/18 winter
A significantly positive correlation between 127I and air quality index (AQI) was found with a high Spearman correlation coefficient of 0.72 (p≪0.05) for the whole-year sampling period and an increased coefficient of 0.87 in winter (Table 1). The 127I concentration in winter can reach up to 10 times as much as in summer (Fig. 2a). Furthermore, five 127I peaks from 12.8 to 21.4 ng m−3 were clearly identified on 15 and 29 November, 14 and 28 December, and 16 January, respectively, which coincided well with the heavy haze episodes, with AQI mostly over 200, namely heavily polluted air (Fig. 2e). As discussed in Sect. 4.1, the irrelevance between 127I and 129I in aerosols for each season attributed to their different sources, also demonstrates that locally discharged iodine and externally input iodine are not contemporaneously subjected to formation of iodine-containing particles.
Further analysis showed close relationship between 127I and six air pollutants, including PM10, PM2.5, CO, SO2, NO2 and O3 (Table 1 and Fig. S4). In spring and summer, the high correlation between 127I and AQI can be attributed to the high correlation of 127I with PM10 and PM2.5. In fall and winter, 127I, is significantly positively correlated with PM10, PM2.5, CO, SO2 and NO2 and negatively correlated with O3. In contrast, there is no such good agreement between 129I and these gaseous pollutants. Despite that, three 129I peaks were found on 15 November 2017, 14 December 2017 and 16 January 2018, which corresponded well with high 127I concentrations (Fig. 2a and b) during the haze episodes. This reflects that the formation mechanism of iodine-containing aerosols might be seasonally different. However, the three peaks of 129I in aerosols during the heavy haze episodes suggest that local and external iodine are likely subjected to subsequent growth of particles and capture by particles due to a longer residence time in stagnant weather conditions.
4.2.3 Impact of the EAM for long-range transport of 129I
Increasing evidence has suggested that the prevailing westerly and the EAM system act as crucial driving forces and pathways for transport of the 129I derived from European NFRPs from Europe to East Asia and even low-latitude south-east Asia (Fan et al., 2016; Zhang et al., 2018a). Monthly variations in atmospheric 129I in Japan also showed a clear pattern of low 129I deposition in summer and high 129I deposition in winter, which is also attributed to the impact of the EAM (Hasegawa et al., 2017; Kadowaki et al., 2018; Toyama et al., 2013). In this work, seasonal variation in 129I was identical to the observation in the previous studies (Toyama et al., 2013). However, the day-resolution variation patterns of 129I and 129I∕127I in Xi'an, distinct from monthly variation in Japan, showed three periods with high levels and two periods with low levels, indicating a more complex influence of the EAM in the typically continental monsoon climate city, Xi'an.
The whole-year time series can be divided into five periods with three high-level periods (HLP) from (a) late March to early May (HLP 1), (b) middle August to early September (HLP 2) and (c) middle November 2017 to late February 2018 (HLP 3), as well as two low-level periods (LLP) from (d) early May to middle August (LLP 1) and (e) middle September to early November 2017 (LLP 2) (Fig. 2b and c). 129I levels in the three HLPs fell within the range of (1.98–2.41) ×105 atoms m−3, which is 3–5 times higher than those during the two LLPs with (0.49–0.66) ×105 atoms m−3 (Table S1). The relative standard deviation shows much higher variability during HLP 1 and 2 from 91 % to 109 % in contrast to the variability in other clusters of less than 60 %.
The significant difference between the HLPs and LLPs suggests the transportation process of 129I is obviously distinct. The westerly is a crucial driving force of 129I from the NFRP point sources and their contaminated seas, which are labelled as having a high 129I level, up to 10−6 for the129I∕127I number ratio (Michel et al., 2012; Zhang et al., 2016) (Fig. 1a). Due to interplay between the westerly and EAWM (An et al., 2012), EAWM inherits the high 129I feature of 10−7–10−9 for a 129I∕127I number ratio in the long-distance transport process. Therefore, the HLP 1 and 3 were strongly affected by the EAWM prevailing from early September to early May in 2017. Compared to the violent fluctuation of 129I in spring (HLP 1), the weak fluctuations of HLP 3 in winter might be attributed to a relatively stable interaction process between the strengthened westerly and the EAWM. In addition, the 129I level in March 2018 was much less than that in March 2017, seeming to be a consequence of a weaker EAWM strength in March 2018 compared to in March 2017. This is in good agreement with the EAWM indices of 2.04 in 2017 and −1.86 in the 2018 MODES forecast monitor (National Climate Center of China Meteorological Administration, 2019). HLP 2 was a different case from HLPs 1 and 3, since the period should be under control of the EASM.
The EASM originates from the Pacific and Indian tropical regions under the role of subtropical highs and transports moisture from the ocean to East Asia starting in early summer. 129I∕127I number ratios in the Pacific Ocean, the East China Sea and the Indian Ocean are as low as 10−10 (Liu et al., 2016; Povinec et al., 2011). Even after the Fukushima accident, 129I∕127I number ratios are still less than in the western Pacific Ocean (Guilderson et al., 2014). Thus, the EASM is poor in 129I in comparison to the winter monsoon. This is in good agreement with the low 129I level during the two LLPs (Fig. 2b). The 850 hPa water vapour transmission flow field showed the south-east wind moisture moving northward to the north of 35∘ N on 2 May, followed by another two outbreaks on 21 May and 3 June (Fig. S5), indicative of a EAWM retreat and a EASM advance. During this period, 129I dropped abruptly from 3.45×105 atoms m−3 on 27 April to 1.10×105 atoms m−3 on 2 May, followed by a maximum on 8 May; then there was a sudden decline to 0.64×105 atoms m−3 on 15 May. The violet fluctuation of 129I is likely caused by the onset of the EASM, which is quite violent with stepwise northward jumps. This conclusion is fully supported by previous metrological observations (Ding and Chan, 2005). As the EASM moved into the active stage in mid-May, the 129I level was low and in a relatively stable state, as shown in LLP 1.
After the active stage of the EASM, however, it is unexpected that increased and variable 129I levels were observed from middle August to early September (HLP 2). The 129I peak on 6 September 2017 was the highest throughout the sampling year. The back-trajectory model shows that five low-altitude air masses (<1000 m above ground level) from the Baltic Sea moved fast eastward and arrived at the Guanzhong basin within 5 d (Fig. S3e). The Baltic Sea contains a high 129I concentration due to the water exchange with the North Sea that receives over 100 kg yr−1 129I from La Hague and Sellafield NFRPs (Snyder et al., 2010). Therefore, a 129I peak observed here indicates that there is interplay between the 129I-enriched westerly and the EASM, the latter of which was retreating to the south. It is reported that Xi'an enters into the EASM break stage during this time based on rainfall data (Ding and Chan, 2005). The intensive interaction between westerly winds and the EASM facilitates the formation of rainfall at their confluence area, resulting in the drastically fluctuating 129I levels. Therefore, the elevated and variable 129I levels in HLP 2 can be attributed to the EASM break stage.
After the break stage with significant 129I fluctuation, the second LLP of 129I from 21 September to 11 October (LLP 2) occurred when the summer monsoon moved into the revival stage (Fig. 2b). Despite being lower than in the break period, the 129I level in this period was slightly increased from 0.49×105 atoms m−3 in the active stage to 0.66×105 atoms m−3 in the revival stage. After the active-break-revival cycle of summer monsoon, reflected by a low-high-low 129I level, the 129I level increased stepwise since mid-October, suggesting the EAWM had taken the place of the EASM in the Guanzhong basin and lasted until March next year.
To quantitatively characterise the influence of the EAM on the variation in 129I, Z-normalised 129I concentrations and 129I∕127I number ratios were used to build a quantitative model during the winter monsoon and different stages of the summer monsoon including onset, active, break, revival and retreat (Fig. 6). The value of Z(129I) varies from −1.11 to 3.38 with a median value of −0.29 and Z(129I∕127I number ratio) from −0.66 to 5.26 with a median value of −0.34. Based on the observation during 2017/18 in the Guanzhong basin, when Z(129I) is less than −0.5 and Z(129I∕127I number ratio) is smaller than 0, this period is in good agreement with the onset, active and revival stages of the EASM. During the stable active stage, Z scores for 129I and 129I∕127I were minimal, which was followed by the second lowest value during the revival stage. The onset and break stage showed a much larger fluctuation with Z scores changing from −0.8 to −0.3. The break stage of the East Asian summer monsoon is an exception, which exists with alternative influences from both factors in our studied region. The Z(129I) values from 1.57 to 1.96 for the break stages were much higher than the period controlled by the East Asian winter monsoon with Z(129I) from −0.5 to 1.53. This result clearly confirms that the EAM plays a decisive role on the temporal variation and long-range transport of not only 129I but also other air pollutants (i.e. persisting organic pollutants or inorganic air pollutants) in Chinese monsoon-affected regions.
4.3 Atmospheric background level of 129I∕127I number ratio
For the purpose of nuclear environment safety monitoring, the average 129I∕127I number ratio of can be simply regarded as the atmospheric background level of 129I in north-west China. The previous studies on 129I environmental baseline have never carefully investigated the influence of weather on time variation in 129I. Here our day-resolution 129I dataset in this monsoon climate city showed that time variation in the atmospheric baseline level related to metrological conditions, heavy haze events and atmospheric circulation, has to be carefully considered and used for better evaluation of the impact of possible nuclear incidents in a practical way. Particularly, a pilot nuclear reprocessing plant located upwind to Xi'an, might be extended and will be a source of radionuclides in the future. The baseline established in this work is, therefore, of significance to monitor nuclear environmental safety for the long-term and to sensitively assess the impact of nuclear incidents and apply on environmental process tracing.
The study firstly presents a high-resolution temporal variation in atmospheric 127I and 129I in north-west China, showing the vivid seasonal characteristics of iodine isotopes and an 129I∕127I baseline ratio of . Variation in 127I strongly linked with atmospheric pollution and heavy haze episodes, particularly in winter, indicates that 127I in Xi'an aerosols is mainly derived from combustion of fossil fuel. Aerosol 129I mainly originates from European nuclear reprocessing plants through long-range transport, and its temporal variation is strongly dominated by the interplay of the East Asian winter and summer monsoon. Previous studies on temporal changes in atmospheric 129I in other monsoonal regions showed a simple pattern with the lowest level in summer and the highest in winter, while our day-resolution dataset showed that high 129I levels could be found in summertime due to the break of the East Asian summer monsoon. The locally input 127I and exogenous 129I were greatly increased during haze events, reflecting the possible role of iodine in the formation of urban fine particles, therefore, further investigations are expected to focus on the speciation of iodine isotopes for mechanism study of iodine's impact on air pollution.
All the data generated during the study appear in the article.
The supplement related to this article is available online at: https://doi.org/10.5194/acp-20-2623-2020-supplement.
LZ, XH and SX designed and optimised the experiment. LZ and NC performed the experiment, with the help of PC and YF. TF collected the air pollutant data. LZ, TF, PC and YF created the figures. The data analysis and interpretation were carried out by LZ, XH, SX, TF and NC. LZ prepared the paper, with contributions from all coauthors.
The authors declare that they have no conflict of interest.
Luyuan Zhang gratefully acknowledges Qi Liu, Miao Fang, Yanyun Wang, Lin Wang and Jie Zhou at IEECAS for their kind help on AMS measurement, sample collection and figure drawing. We acknowledge the two anonymous referees and editor for their constructive comments.
This work was supported by the National Natural Science Foundation of China (grant nos. 11605207, 41603125 and 41991252), the Youth Innovation Promotion Association of CAS (grant no. 2019401), the Ministry of Science and Technology basic project (grant no. 2015FY110800), the Bureau of International Co-operation, CAS (grant no. 132B61KYSB20180003), and the National Research Program for Key Issues in Air Pollution Control (grant no. DQGG0105).
This paper was edited by Jan Kaiser and reviewed by two anonymous referees.
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