Spatiotemporal Variations and Regional Transport of Air Pollutants in Two Urban Agglomerations in Northeast China Plain

LI Xiaolan, HU Xiaoming, SHI Shuaiyi, SHEN Lidu, LUAN Lan, MA Yanjun

LI Xiaolan, HU Xiaoming, SHI Shuaiyi, SHEN Lidu, LUAN Lan, MA Yanjun. 2019: Spatiotemporal Variations and Regional Transport of Air Pollutants in Two Urban Agglomerations in Northeast China Plain. 中国地理科学, 29(6): 917-933. DOI: 10.1007/s11769-019-1081-8
引用本文: LI Xiaolan, HU Xiaoming, SHI Shuaiyi, SHEN Lidu, LUAN Lan, MA Yanjun. 2019: Spatiotemporal Variations and Regional Transport of Air Pollutants in Two Urban Agglomerations in Northeast China Plain. 中国地理科学, 29(6): 917-933. DOI: 10.1007/s11769-019-1081-8
LI Xiaolan, HU Xiaoming, SHI Shuaiyi, SHEN Lidu, LUAN Lan, MA Yanjun. 2019: Spatiotemporal Variations and Regional Transport of Air Pollutants in Two Urban Agglomerations in Northeast China Plain. Chinese Geographical Science, 29(6): 917-933. DOI: 10.1007/s11769-019-1081-8
Citation: LI Xiaolan, HU Xiaoming, SHI Shuaiyi, SHEN Lidu, LUAN Lan, MA Yanjun. 2019: Spatiotemporal Variations and Regional Transport of Air Pollutants in Two Urban Agglomerations in Northeast China Plain. Chinese Geographical Science, 29(6): 917-933. DOI: 10.1007/s11769-019-1081-8

Spatiotemporal Variations and Regional Transport of Air Pollutants in Two Urban Agglomerations in Northeast China Plain

基金项目: 

Under the auspices of National Key Research and Development Program of China (No. 2017YFC0212301, 2016YFC0203304), Basic Research Funds of Central Public Welfare Research Institutes (No. 2018SYIAEZD4), Program of Liaoning Meteorological Office (No. 201904, D201603), Key Program of National Natural Science Foundation of China (No. 41730647), Pro-gram of Laboratory of Atmospheric Chemistry, China Meteorological Administration (No. 2017B02), Key Program of Natural Science Foundation of Liaoning Province (No. 20170520359)

Spatiotemporal Variations and Regional Transport of Air Pollutants in Two Urban Agglomerations in Northeast China Plain

Funds: 

Under the auspices of National Key Research and Development Program of China (No. 2017YFC0212301, 2016YFC0203304), Basic Research Funds of Central Public Welfare Research Institutes (No. 2018SYIAEZD4), Program of Liaoning Meteorological Office (No. 201904, D201603), Key Program of National Natural Science Foundation of China (No. 41730647), Pro-gram of Laboratory of Atmospheric Chemistry, China Meteorological Administration (No. 2017B02), Key Program of Natural Science Foundation of Liaoning Province (No. 20170520359)

  • 摘要: Characteristics of air pollution in Northeast China (NEC) received less research attention in the past comparing to other heavily polluted regions in China. Spatiotemporal variations of six criteria air pollutants (PM10, PM2.5, SO2, NO2, O3 and CO) in Central Liaoning Urban Agglomeration (CLUA) and Harbin-Changchun Urban Agglomeration (HCUA) in NEC Plain were analyzed in this study based on three-year hourly observations of air pollutants and meteorological variables from 2015 to 2017. The results indicated that the annual mean concentrations of air pollutants are generally higher in the middle and southern regions in NEC Plain and lower in the northern region. Megacities such as Shenyang, Harbin and Changchun experience severe air pollution, with a three-year averaged air quality index (AQI) larger than 80, far exceeding the daily AQI standard at the first-level of 50 in China. The annual mean PM and SO2 concentrations decrease most significantly in NEC urban agglomerations from 2015 to 2017, followed by CO and NO2, while O3 shows a slight increasing trend. All the six pollutants exhibit obvious seasonal and diurnal variations, and these variations are dictated by local emission and meteorological conditions. PM2.5 and O3 concentrations in NEC urban agglomerations strongly depend on wind conditions. High O3 concentrations at different cities usually occur in presence of strong winds but are independent on wind direction (WD), while high PM2.5 is usually accompanied by weak winds and poor dispersion condition, and sometimes also occur when the northerly or southerly winds are strong. Regional transport of air pollutants between NEC urban agglomerations is common. A severe haze event on November 1-4, 2017 is examined to demonstrate the role of regional transport on pollution.
    Abstract: Characteristics of air pollution in Northeast China (NEC) received less research attention in the past comparing to other heavily polluted regions in China. Spatiotemporal variations of six criteria air pollutants (PM10, PM2.5, SO2, NO2, O3 and CO) in Central Liaoning Urban Agglomeration (CLUA) and Harbin-Changchun Urban Agglomeration (HCUA) in NEC Plain were analyzed in this study based on three-year hourly observations of air pollutants and meteorological variables from 2015 to 2017. The results indicated that the annual mean concentrations of air pollutants are generally higher in the middle and southern regions in NEC Plain and lower in the northern region. Megacities such as Shenyang, Harbin and Changchun experience severe air pollution, with a three-year averaged air quality index (AQI) larger than 80, far exceeding the daily AQI standard at the first-level of 50 in China. The annual mean PM and SO2 concentrations decrease most significantly in NEC urban agglomerations from 2015 to 2017, followed by CO and NO2, while O3 shows a slight increasing trend. All the six pollutants exhibit obvious seasonal and diurnal variations, and these variations are dictated by local emission and meteorological conditions. PM2.5 and O3 concentrations in NEC urban agglomerations strongly depend on wind conditions. High O3 concentrations at different cities usually occur in presence of strong winds but are independent on wind direction (WD), while high PM2.5 is usually accompanied by weak winds and poor dispersion condition, and sometimes also occur when the northerly or southerly winds are strong. Regional transport of air pollutants between NEC urban agglomerations is common. A severe haze event on November 1-4, 2017 is examined to demonstrate the role of regional transport on pollution.
  • Brauer M, Freedman G, Frostad J et al., 2016. Ambient air pollu-tion exposure estimation for the global burden of disease 2013. Environmental Science & Technology, 50(1):79-88. doi: 10.1021/acs.est.5b03709

    Chai F H, Gao J, Chen Z X et al., 2014. Spatial and temporal variation of particulate matter and gaseous pollutants in 26 cities in China. Journal of Environmental Sciences, 26(1):75-82. doi: 10.1016/S1001-0742(13)60383-6

    Chen W W, Tong D Q, Dan M et al., 2017. Typical atmospheric haze during crop harvest season in northeastern China:a case in the Changchun region. Journal of Environmental Sciences, 54:101-113. doi: 10.1016/j.jes.2016.03.031

    Chen W W, Zhang S C, Tong Q S et al., 2018. Regional charac-teristics and causes of haze events in Northeast China. Chinese Geographical Science, 28(5):836-850. doi: 10.1007/s11769-018-0965-3

    China Agricultural Yearbook Editorial Committee, 2013. China Agriculture Yearbook 2012. Beijing:China Agriculture Press. (in Chinese)

    Feng Z Z, Hu E Z, Wang X K et al., 2015. Ground-level O3 pollu-tion and its impacts on food crops in China:a review. Envi-ronmental Pollution, 199:42-48. doi: 10.1016/j.envpol.2015.01.016

    Guan Q Y, Cai A, Wang F F et al., 2017. Spatio-temporal variabil-ity of particulate matter in the key part of Gansu Province, western China. Environmental Pollution, 230:189-198. doi: 10.1016/j.envpol.2017.06.045

    Guo H, Wang T, Blake D R et al., 2006. Regional and local con-tributions to ambient non-methane volatile organic compounds at a polluted rural/coastal site in Pearl River Delta, China. At-mospheric Environment, 40(13):2345-2359. doi: 10.1016/j.atmosenv.2005.12.011

    Haagen-Smit A J, Bradley C E, Fox M M, 1953. Ozone formation in photochemical oxidation of organic substances. Industrial & Engineering Chemistry, 45(9):2086-2089. doi: 10.1021/ie50525a044

    He J J, Gong S L, Yu Y et al., 2017. Air pollution characteristics and their relation to meteorological conditions during 2014-2015 in major Chinese cities. Environmental Pollution, 223:484-496. doi: 10.1016/j.envpol.2017.01.050

    Hu J L, Wang Y G, Ying Q et al., 2014. Spatial and temporal var-iability of PM2.5 and PM10 over the North China Plain and the Yangtze River Delta, China. Atmospheric Environment, 95:598-609. doi: 10.1016/j.atmosenv.2014.07.019

    Hu W, Hu M, Hu W W et al., 2016. Characterization of submicron aerosols influenced by biomass burning at a site in the Sichuan Basin, southwestern China. Atmospheric Chemistry and Physics, 16(20):13213-13230. doi: 10.5194/acp-16-13213-2016

    Ji D S, Wang Y S, Wang L L et al., 2012. Analysis of heavy pollu-tion episodes in selected cities of northern China. Atmospheric Environment, 50:338-348. doi: 10.1016/j.atmosenv.2011.11.053

    Li P, De Marco A, Feng Z et al., 2018. Nationwide ground-level ozone measurements in China suggest serious risks to for-ests. Environmental Pollution, 237:803-813. doi:10.1016/j. envpol.2017.11.002

    Li X L, Ma Y J, Wang Y F et al., 2017. Temporal and spatial analyses of particulate matter (PM10 and PM2.5) and its rela-tionship with meteorological parameters over an urban city in northeast China. Atmospheric Research, 198:185-193. doi: 10.1016/j.atmosres.2017.08.023

    Li X L, Wang Y F, Shen L D et al., 2018a. Characteristics of boundary layer structure during a persistent haze event in the central Liaoning City Cluster, Northeast China. Journal of Meteorological Research, 32(2):302-312. doi: 10.1007/s13351-018-7053-6

    Li X L, Wang Y F, Zhao H J et al., 2018b. Characteristics of pol-lutants and boundary layer structure during two haze events in summer and fall 2014 in Shenyang, Northeast China. Aerosol and Air Quality Research, 18(2):386-396. doi: 10.4209/aaqr.2017.03.0100

    Li X L, Hu X M, Ma Y J et al., 2019. Impact of planetary bound-ary layer structure on the formation and evolution of air-pollution episodes in Shenyang, Northeast China. Atmos-pheric Environment, 214:116850. doi:10.1016/j.atmosenv. 2019.116850

    Liu N, Ren W, Li X et al., 2019. Distribution and urban-suburban differences in ground-level ozone and its precursors over Shenyang, China. Meteorol. Atom. Phys., 131:669-679. doi: 10.1007/s00703-018-0598-1

    Lu Q, Zheng J, Ye S et al. 2013. Emission trends and source characteristics of SO2, NOx, PM10 and VOCs in the Pearl River Delta region from 2000 to 2009. Atmos. Environ., 76:11-20. doi: 10.1016/j.atmosenv.2012.10.062

    Ma Y J, Zhao H J, Dong Y S et al., 2018. Comparison of two air pollution episodes over Northeast China in winter 2016/17 us-ing ground-based Lidar. Journal of Meteorological Research, 32(2):313-323. doi: 10.1007/s13351-018-7047-4

    Ma S Q, Chen W W, Zhang S C et al., 2017. Characteristics and cause analysis of heavy haze in Changchun City in Northeast China. Chinese Geographical Science, 27(6):989-1002. doi: 10.1007/s11769-017-0922-6

    Miao Y C, Guo J P, Liu S H et al., 2018a. Impacts of synoptic condition and planetary boundary layer structure on the trans-boundary aerosol transport from Beijing-Tianjin-Hebei region to northeast China. Atmospheric Environment, 181:1-11. doi: 10.1016/j.atmosenv.2018.03.005

    Miao Y C, Liu S H, Guo J P et al., 2018b. Unraveling the rela-tionships between boundary layer height and PM2.5 pollution in China based on four-year radiosonde measurements. Envi-ronmental Pollution, 243:1186-1195. doi:10.1016/j.envpol. 2018.09.070.

    Seinfeld J H, Pandis S N, 2006. Atmospheric Chemistry and Physics:from Air Pollution to Climate Change. 2nd ed. Ho-boken, NJ:Wiley.

    Shao M, Tang X Y, Zhang Y H et al., 2006. City clusters in China:air and surface water pollution. Frontiers in Ecology and the Environment, 4(7):353-361. doi:10.1890/1540-9295(2006) 004[0353:CCICAA]2.0.CO;2

    Song C B, Wu L, Xie Y C et al., 2017. Air pollution in China:status and spatiotemporal variations. Environmental Pollution, 227:334-347. doi: 10.1016/j.envpol.2017.04.075

    Tang G, Wang Y, Li X et al., 2012. Spatial-temporal variations in surface ozone in Northern China as observed during 2009-2010 and possible implications for future air quality control strategies. Atmospheric Chemistry and Physics, 12(5):2757-2776. doi: 10.5194/acp-12-2757-2012.

    Wang T, Xue L K, Brimblecombe P et al., 2017. Ozone pollution in China:a review of concentrations, meteorological influences, chemical precursors, and effects. Science of the Total Environment, 575:1582-1596. doi: 10.1016/j.scitotenv.2016.10.081

    Wang Y Q, Zhang X Y, Sun J Y et al., 2015. Spatial and temporal variations of the concentrations of PM10, PM2.5 and PM1 in China. Atmospheric Chemistry and Physics, 15(23):13585-13598. doi: 10.5194/acp-15-13585-2015

    Wang Z F, Li J, Wang Z et al., 2014. Modeling study of regional severe hazes over mid-eastern China in January 2013 and its implications on pollution prevention and control. Science China Earth Sciences, 57(1):3-13. doi: 10.1007/s11430-013-4793-0

    Xu J, Ma J Z, Zhang X L et al., 2011a. Measurements of ozone and its precursors in Beijing during summertime:impact of urban plumes on ozone pollution in downwind rural areas. Atmospheric Chemistry and Physics, 11(23):12241-12252. doi: 10.5194/acp-11-12241-2011

    Xu W Y, Zhao C S, Ran L et al., 2011b. Characteristics of pollu-tants and their correlation to meteorological conditions at a sub-urban site in the North China Plain. Atmospheric Chemistry and Physics, 11(9):4353-4369. doi: 10.5194/acp-11-4353-2011

    Xu W Y, Lin W L, Xu X B et al., 2016. Long-term trends of sur-face ozone and its influencing factors at the Mt Waliguan GAW station, China-Part 1:overall trends and characteristics. Atmospheric Chemistry and Physics, 16(10):6191-6205. doi: 10.5194/acp-16-6191-2016

    Xu Y, Ying Q, Hu J L et al., 2018. Spatial and temporal variations in criteria air pollutants in three typical terrain regions in Shaanxi, China, during 2015. Air Quality, Atmosphere & Health, 11(1):95-109. doi: 10.1007/s11869-017-0523-7

    Xue L K, Wang T, Gao J et al., 2014. Ground-level ozone in four Chinese cities:precursors, regional transport and heterogeneous processes. Atmospheric Chemistry and Physics, 14(23):13175-13188. doi: 10.5194/acp-14-13175-2014

    Yang T, Wang X Q, Wang Z F et al., 2012. Gravity-current driven transport of haze from north China Plain to northeast China in winter 2010-Part I:observations. SOLA, 8:13-16. doi: 10.2151/sola.2012-004

    Yang T, Gbaguidi A, Yan P Z et al., 2017. Model elucidating the sources and formation mechanisms of severe haze pollution over Northeast mega-city cluster in China. Environmental Pollution, 230:692-700. doi: 10.1016/j.envpol.2017.06.007

    Zhang H F, Wang Z H, Zhang W Z, 2016. Exploring spatiotem-poral patterns of PM2.5 in China based on ground-level obser-vations for 190 cities. Environmental Pollution, 216:559-567. doi: 10.1016/j.envpol.2016.06.009

    Zhang H L, Wang Y G, Hu J L et al., 2015. Relationships between meteorological parameters and criteria air pollutants in three megacities in China. Environmental Research, 140:242-254. doi: 10.1016/j.envres.2015.04.004

    Zhao S P, Yu Y, Yin D Y et al., 2016. Annual and diurnal varia-tions of gaseous and particulate pollutants in 31 provincial capital cities based on in situ air quality monitoring data from China National Environmental Monitoring Center. Environment International, 86:92-106. doi: 10.1016/j.envint.2015.11.003

    Zhao S P, Yu Y, Yin D Y et al., 2018. Spatial patterns and temporal variations of six criteria air pollutants during 2015 to 2017 in the city clusters of Sichuan Basin, China. Science of the Total Environment, 624:540-557. doi:10.1016/j.scitotenv. 2017.12.172

  • 期刊类型引用(31)

    1. Siwei Wei, Zidan Zhang, Yuta Kamiya, et al. Source analysis of the particle-associated oxidative potential and polycyclic aromatic compounds in Shenyang, China. Environmental Science and Pollution Research, 2025. 必应学术
    2. Tianxin Li, Xingyu Chen, Xiugui Wang, et al. Grid computing method for atmospheric environmental capacity coupled with ventilation coefficient using CALPUFF simulation and GIS spatial analysis technology. Environmental Technology, 2024, 45(2): 294. 必应学术
    3. Luyan He, Lingjian Duanmu, Xuewei Chen, et al. Regulation of open straw burning and residential coal burning around urbanized areas could achieve urban air quality standards in the cold region of northeastern China. Sustainable Horizons, 2024, 9: 100077. 必应学术
    4. Xiaolan Li, Xiaofeng Guo, Yanjun Ma, et al. Impacts of snow cover on micrometeorological conditions and rural air quality in Northeast China. Atmospheric Research, 2023, 282: 106516. 必应学术
    5. Jiakuan Han, Yi Yang, Xiaoyue Yang, et al. Exploring air pollution characteristics from spatio-temporal perspective: A case study of the top 10 urban agglomerations in China. Environmental Research, 2023, 224: 115512. 必应学术
    6. Na Li, Chengkang Gao, Qiao Ba, et al. Towards sustainable transport: quantifying and mitigating pollutant emissions from heavy-duty diesel trucks in Northeast China. Environmental Science and Pollution Research, 2023, 30(56): 119518. 必应学术
    7. Shouzhi Chang, Jian Zhao, Mingming Jia, et al. Land Use Change and Hotspot Identification in Harbin–Changchun Urban Agglomeration in China from 1990 to 2020. ISPRS International Journal of Geo-Information, 2023, 12(2): 80. 必应学术
    8. Youru Yao, Kang Ma, Cheng He, et al. Urban Surface Ozone Concentration in Mainland China during 2015–2020: Spatial Clustering and Temporal Dynamics. International Journal of Environmental Research and Public Health, 2023, 20(5): 3810. 必应学术
    9. Dongdong Wang, Yangfeng Wang, Xiaolan Li, et al. Modeling Impacts of Urbanization on Winter Boundary Layer Meteorology and Aerosol Pollution in the Central Liaoning City Cluster, China. Toxics, 2023, 11(8): 683. 必应学术
    10. Zhigang Li, Xin Yang, Hong Tang. Evaluation of the hourly ERA5 radiation product and its relationship with aerosols over China. Atmospheric Research, 2023, 294: 106941. 必应学术
    11. Li Sun, Lei Yang, Dongdong Wang, et al. Influence of the Long-Range Transport of Siberian Biomass Burnings on Air Quality in Northeast China in June 2017. Sensors, 2023, 23(2): 682. 必应学术
    12. Yanchao Feng, Chuan Cheng, Shilei Hu, et al. Campaign-style governance of air pollution in China? A comprehensive analysis of the central environmental protection inspection. Frontiers in Public Health, 2023, 11 必应学术
    13. Jiakuan Han, Xiaochen Kang, Yi Yang, et al. Geographically and temporally weighted principal component analysis: a new approach for exploring air pollution non-stationarity in China, 2015–2019. Journal of Spatial Science, 2023, 68(3): 451. 必应学术
    14. Miaoqing Xu, Jing Yang, Manchun Li, et al. The role of temporal scales in extracting dominant meteorological drivers of major airborne pollutants. Atmospheric Chemistry and Physics, 2023, 23(21): 14065. 必应学术
    15. Xiaoju Li, Luqman Chuah Abdullah, Shafreeza Sobri, et al. Long-Term Air Pollution Characteristics and Multi-scale Meteorological Factor Variability Analysis of Mega-mountain Cities in the Chengdu-Chongqing Economic Circle. Water, Air, & Soil Pollution, 2023, 234(5) 必应学术
    16. Xin Xu, Chengxin Wang, Peng Wang, et al. Bioaerosol dispersion and environmental risk simulation: Method and a case study for a biopharmaceutical plant of Gansu province, China. Science of The Total Environment, 2023, 860: 160506. 必应学术
    17. Xiaolan Li, Guiqian Tang, Liguang Li, et al. Multilevel air quality evolution in Shenyang: Impact of elevated point emission reduction. Journal of Environmental Sciences, 2022, 113: 300. 必应学术
    18. Ju Wang, Yue Zhong, Zhuoqiong Li, et al. Temporal and Spatial Analysis of PM2.5 and O3 Pollution Characteristics and Transmission in Central Liaoning Urban Agglomeration from 2015 to 2020. Sustainability, 2022, 14(1): 511. 必应学术
    19. Wentian Xu, Yixu Wang, Shuo Sun, et al. Spatiotemporal heterogeneity of PM2.5 and its driving difference comparison associated with urbanization in China’s multiple urban agglomerations. Environmental Science and Pollution Research, 2022, 29(20): 29689. 必应学术
    20. Zhe Cui, Fang-rong Ren, Qizheng Wei, et al. What drives the spatio-temporal distribution and spillover of air quality in China’s three urban agglomerations? Evidence from a two-stage approach. Frontiers in Ecology and Evolution, 2022, 10 必应学术
    21. Yihang Hong, Fang Cao, Mei-Yi Fan, et al. Impacts of chemical degradation of levoglucosan on quantifying biomass burning contribution to carbonaceous aerosols: A case study in Northeast China. Science of The Total Environment, 2022, 819: 152007. 必应学术
    22. Haoming Guan, Qiao Li, Wen-Ze Yue. Spatial Spillover Effects of Economic Growth Based on High‐Speed Railways in Northeast China. Complexity, 2021, 2021(1) 必应学术
    23. Xiaolan Li, Yucong Miao, Yanjun Ma, et al. Impacts of synoptic forcing and topography on aerosol pollution during winter in Shenyang, Northeast China. Atmospheric Research, 2021, 262: 105764. 必应学术
    24. Xiao‐Ming Hu, Jun Hu, Lan Gao, et al. Multisensor and Multimodel Monitoring and Investigation of a Wintertime Air Pollution Event Ahead of a Cold Front Over Eastern China. Journal of Geophysical Research: Atmospheres, 2021, 126(10) 必应学术
    25. Quanwei Zhao, Qing He, Lili Jin, et al. Potential Source Regions and Transportation Pathways of Reactive Gases at a Regional Background Site in Northwestern China. Advances in Meteorology, 2021, 2021: 1. 必应学术
    26. Yixu Wang, Lei Yao, Ying Xu, et al. Potential heterogeneity in the relationship between urbanization and air pollution, from the perspective of urban agglomeration. Journal of Cleaner Production, 2021, 298: 126822. 必应学术
    27. Donglei Fu, Xiaofei Shi, Yanfeng Xing, et al. Contributions of extremely unfavorable meteorology and coal-heating boiler control to air quality in December 2019 over Harbin, China. Atmospheric Pollution Research, 2021, 12(11): 101217. 必应学术
    28. Hongmei Zhao, Guangyi Yang, Aijun Xiu, et al. A High Resolution Emission Inventory of Domestic Burning in Rural Region of Northeast China Based on Household Consumption. Chinese Geographical Science, 2020, 30(5): 921. 必应学术
    29. Yang Gao, Lei Zhang, Ge Zhang, et al. The climate impact on atmospheric stagnation and capability of stagnation indices in elucidating the haze events over North China Plain and Northeast China. Chemosphere, 2020, 258: 127335. 必应学术
    30. Guangyi Yang, Hongmei Zhao, Daniel Q. Tong, et al. Impacts of post-harvest open biomass burning and burning ban policy on severe haze in the Northeastern China. Science of The Total Environment, 2020, 716: 136517. 必应学术
    31. Liyuan Wang, Ju Wang, Chunsheng Fang. Assessing the Impact of Lockdown on Atmospheric Ozone Pollution Amid the First Half of 2020 in Shenyang, China. International Journal of Environmental Research and Public Health, 2020, 17(23): 9004. 必应学术

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