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Effects of Anthropogenic Emissions from Different Sectors on PM 2.5 Concentrations in Chinese Cities

Author

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  • 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
    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
    Institute of Urban Big Data, College of Geography and Environmental Science, Henan University, Kaifeng 475004, China
    College of Geography and Environmental Science, Henan University, Kaifeng 475004, China
    These authors contributed equally to this work and should be considered co-first authors.)

  • Hongquan Song

    (Institute of Urban Big Data, College of Geography and Environmental Science, 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
    Henan Key Laboratory of Integrated Air Pollution Control and Ecological Security, Henan University, 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
    College of Geography and Environmental Science, Henan University, Kaifeng 475004, China)

  • Feng Wang

    (Institute of Urban Big Data, College of Geography and Environmental Science, 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
    Henan Key Laboratory of Integrated Air Pollution Control and Ecological Security, Henan University, Kaifeng 475004, China)

  • Yu Xing

    (Henan Ecological and Environmental Monitoring Center, Zhengzhou 450046, China)

  • Wenjie Wang

    (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)

  • Xinyu 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)

  • Mengxin Zhao

    (Institute of Technology, Technology & Media University of Henan Kaifeng, Kaifeng 475004, China)

Abstract

PM 2.5 pollution has gradually attracted people’s attention due to its important negative impact on public health in recent years. The influence of anthropogenic emission factors on PM 2.5 concentrations is more complicated, but their relative individual impact on different emission sectors remains unclear. With the aid of the geographic detector model (GeoDetector), this study evaluated the impacts of anthropogenic emissions from different sectors on the PM 2.5 concentrations of major cities in China. The results indicated that the influence of anthropogenic emissions factors with different emission sectors on PM 2.5 concentrations exhibited significant changes at different spatial and temporal scales. Residential emissions were the dominant driver at the national annual scale, and the NO X of residential emissions explained 20% ( q = 0.2) of the PM 2.5 concentrations. In addition, residential emissions played the leading role at the regional annual scale and during most of the seasons in northern China, and ammonia emissions from residents were the dominant factor. Traffic emissions play a leading role in the four seasons for MUYR and EC in southern China, MYR and NC in northern China, and on a national scale. Compared with primary particulate matter, secondary anthropogenic precursors have a more important effect on PM 2.5 concentrations at the national or regional annual scale. The results can help to strengthen our understanding of PM 2.5 pollution, improve PM 2.5 forecasting models, and formulate more precise government control policy.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:20:p:10869-:d:657675
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    References listed on IDEAS

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    1. Traci Watson, 2014. "Environment: Breathing trouble," Nature, Nature, vol. 513(7517), pages 14-15, September.
    2. Ru-Jin Huang & Yanlin Zhang & Carlo Bozzetti & Kin-Fai Ho & Jun-Ji Cao & Yongming Han & Kaspar R. Daellenbach & Jay G. Slowik & Stephen M. Platt & Francesco Canonaco & Peter Zotter & Robert Wolf & Sim, 2014. "High secondary aerosol contribution to particulate pollution during haze events in China," Nature, Nature, vol. 514(7521), pages 218-222, October.
    3. Michael Jerrett, 2015. "The death toll from air-pollution sources," Nature, Nature, vol. 525(7569), pages 330-331, September.
    4. Jonathan A. Patz & Diarmid Campbell-Lendrum & Tracey Holloway & Jonathan A. Foley, 2005. "Impact of regional climate change on human health," Nature, Nature, vol. 438(7066), pages 310-317, November.
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    Cited by:

    1. Hansol Mun & Mengying Li & Juchul Jung, 2022. "Spatial-Temporal Characteristics and Influencing Factors of Particulate Matter: Geodetector Approach," Land, MDPI, vol. 11(12), pages 1-26, December.
    2. Wenhao Chen & Chang Zeng & Chuheng Ding & Yingfang Zhu & Yurong Sun, 2022. "Study on Spatio-Temporal Evolution Law and Driving Mechanism of PM 2.5 Concentration in Changsha–Zhuzhou–Xiangtan Urban Agglomeration," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
    3. 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.

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