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Multi-Scale Effects of Meteorological Conditions and Anthropogenic Emissions on PM2.5 Concentrations over Major Cities of the Yellow River Basin

Author

Listed:
  • Jiejun Zhang

    (Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng 475004, China
    These authors contributed equally to this work and should be considered co-first authors.)

  • Pengfei Liu

    (Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng 475004, China
    College of Geography and Environmental Science, Henan University, Kaifeng 475004, China
    Institute of Urban Big Data, Henan University, Kaifeng 475004, China
    These authors contributed equally to this work and should be considered co-first authors.)

  • Hongquan Song

    (College of Geography and Environmental Science, Henan University, Kaifeng 475004, China
    Institute of Urban Big Data, Henan University, Kaifeng 475004, China
    Key Laboratory of Geospatial Technology for the Middle and Lower Yellow River Regions (Henan University), Ministry of Education, Kaifeng, 475004, China)

  • Changhong Miao

    (Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng 475004, China)

  • Jie Yang

    (Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng 475004, China)

  • Longlong Zhang

    (College of Geography and Environmental Science, Henan University, Kaifeng 475004, China)

  • Junwu Dong

    (College of Resource Environment and Tourism, Capital Normal University, Beijing 100048, China)

  • Yi Liu

    (Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng 475004, China)

  • Yunlong Zhang

    (College of Geography and Environmental Science, Henan University, Kaifeng 475004, China)

  • Bingchen Li

    (College of Geography and Environmental Science, Henan University, Kaifeng 475004, China)

Abstract

The mechanism behind PM2.5 pollution is complex, and its performance at multi-scales is still unclear. Based on PM2.5 monitoring data collected from 2015 to 2021, we used the GeoDetector model to assess the multi-scale effects of meteorological conditions and anthropogenic emissions, as well as their interactions with PM2.5 concentrations in major cities in the Yellow River Basin (YRB). Our study confirms that PM2.5 concentrations in the YRB from 2015 to 2021 show an inter-annual and inter-season decreasing trend and that PM2.5 concentrations varied more significantly in winter. The inter-month variation of PM2.5 concentrations shows a sinusoidal pattern from 2015 to 2021, with the highest concentrations in January and December and the lowest from June to August. The PM2.5 concentrations for major cities in the middle and downstream regions of the YRB are higher than in the upper areas, with high spatial distribution in the east and low spatial distribution in the west. Anthropogenic emissions and meteorological conditions have similar inter-annual effects, while air pressure and temperature are the two main drivers across the whole basin. At the sub-basin scale, meteorological conditions have stronger inter-annual effects on PM2.5 concentrations, of which temperature is the dominant impact factor. Wind speed has a significant effect on PM2.5 concentrations across the four seasons in the downstream region and has the strongest effect in winter. Primary PM2.5 and ammonia are the two main emission factors. Interactions between the factors significantly enhanced the PM2.5 concentrations. The interaction between ammonia and other emissions plays a dominant role at the whole and sub-basin scales in summer, while the interaction between meteorological factors plays a dominant role at the whole-basin scale in winter. Our study not only provides cases and references for the development of PM2.5 pollution prevention and control policies in YRB but can also shed light on similar regions in China as well as in other regions of the world.

Suggested Citation

  • Jiejun Zhang & Pengfei Liu & Hongquan Song & Changhong Miao & Jie Yang & Longlong Zhang & Junwu Dong & Yi Liu & Yunlong Zhang & Bingchen Li, 2022. "Multi-Scale Effects of Meteorological Conditions and Anthropogenic Emissions on PM2.5 Concentrations over Major Cities of the Yellow River Basin," IJERPH, MDPI, vol. 19(22), pages 1-17, November.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:22:p:15060-:d:973890
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    References listed on IDEAS

    as
    1. Ziyun Jing & Pengfei Liu & Tuanhui Wang & Hongquan Song & Jay Lee & Tao Xu & Yu Xing, 2020. "Effects of Meteorological Factors and Anthropogenic Precursors on PM 2.5 Concentrations in Cities in China," Sustainability, MDPI, vol. 12(9), pages 1-13, April.
    2. Jie Yang & Pengfei Liu & Hongquan Song & Changhong Miao & Feng Wang & Yu Xing & Wenjie Wang & Xinyu Liu & Mengxin Zhao, 2021. "Effects of Anthropogenic Emissions from Different Sectors on PM 2.5 Concentrations in Chinese Cities," IJERPH, MDPI, vol. 18(20), pages 1-13, October.
    3. Zhang, Chen & Ni, Zhiwei & Ni, Liping, 2015. "Multifractal detrended cross-correlation analysis between PM2.5 and meteorological factors," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 438(C), pages 114-123.
    4. Jianbao Liu & Kathleen M. Rühland & Jianhui Chen & Yangyang Xu & Shengqian Chen & Qiaomei Chen & Wei Huang & Qinghai Xu & Fahu Chen & John P. Smol, 2017. "Aerosol-weakened summer monsoons decrease lake fertilization on the Chinese Loess Plateau," Nature Climate Change, Nature, vol. 7(3), pages 190-194, March.
    5. Qianqian Yang & Qiangqiang Yuan & Tongwen Li & Huanfeng Shen & Liangpei Zhang, 2017. "The Relationships between PM 2.5 and Meteorological Factors in China: Seasonal and Regional Variations," IJERPH, MDPI, vol. 14(12), pages 1-19, December.
    6. J. Lelieveld & J. S. Evans & M. Fnais & D. Giannadaki & A. Pozzer, 2015. "The contribution of outdoor air pollution sources to premature mortality on a global scale," Nature, Nature, vol. 525(7569), pages 367-371, September.
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