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Atmospheric Pollution Mapping of the Yangtze River Basin: An AQI-Based Weighted Co-Word Analysis

Author

Listed:
  • Yu Song

    (School of Public Administration, Huazhong Agriculture University, Wuhan 430072, China)

  • Bingrui Liu

    (School of Information and Safety Engineering, Zhongnan University of Economics and Law, Wuhan 430073, China)

  • Xiaohong Chen

    (Institute of Big Data and Internet Innovation, Hunan University of Commerce, Changsha 410205, China)

  • Jia Liu

    (School of Information and Safety Engineering, Zhongnan University of Economics and Law, Wuhan 430073, China)

Abstract

The purpose of this paper is to analyze the characteristics and human effects of atmospheric pollution in the Yangtze River Basin (YRB). An AQI(Air Quality Index)-based weighted co-word method is applied to explore the characteristics of keywords taken from the data, using authoritative media sources and government reports. Hierarchical clustering techniques are utilized to classify and visualize the keywords and display the different types of incidents. The results reveal the following four main clusters: enterprise pollution, coal-burning pollution, traffic pollution, and air pollutants. Cluster 1 is divided into 7 sub-clusters to offer powerful insight into the structural characteristics of industrial activities. This study is one of the first attempts to use a bibliometric approach to visualize the underlying and interconnected sub-clusters from grey data. It also provides an atmospheric pollution mapping for formulating government policies by understanding the human effects of air pollution incidents.

Suggested Citation

  • Yu Song & Bingrui Liu & Xiaohong Chen & Jia Liu, 2020. "Atmospheric Pollution Mapping of the Yangtze River Basin: An AQI-Based Weighted Co-Word Analysis," IJERPH, MDPI, vol. 17(3), pages 1-16, January.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:3:p:817-:d:313841
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    References listed on IDEAS

    as
    1. Aria, Massimo & Cuccurullo, Corrado, 2017. "bibliometrix: An R-tool for comprehensive science mapping analysis," Journal of Informetrics, Elsevier, vol. 11(4), pages 959-975.
    2. Lijie He & Ying Liu & Peipei He & Hao Zhou, 2019. "Relationship between Air Pollution and Urban Forms: Evidence from Prefecture-Level Cities of the Yangtze River Basin," IJERPH, MDPI, vol. 16(18), pages 1-21, September.
    3. Frederick A. Armah & David O. Yawson & Alex A. N. M. Pappoe, 2010. "A Systems Dynamics Approach to Explore Traffic Congestion and Air Pollution Link in the City of Accra, Ghana," Sustainability, MDPI, vol. 2(1), pages 1-14, January.
    4. Shixiong Cheng & Jiahui Xie & De Xiao & Yun Zhang, 2019. "Measuring the Environmental Efficiency and Technology Gap of PM 2.5 in China’s Ten City Groups: An Empirical Analysis Using the EBM Meta-Frontier Model," IJERPH, MDPI, vol. 16(4), pages 1-22, February.
    5. Jiannan Wu & Pan Zhang & Hongtao Yi & Zhao Qin, 2016. "What Causes Haze Pollution? An Empirical Study of PM 2.5 Concentrations in Chinese Cities," Sustainability, MDPI, vol. 8(2), pages 1-14, January.
    6. Dongsheng Zhan & Mei-Po Kwan & Wenzhong Zhang & Shaojian Wang & Jianhui Yu, 2017. "Spatiotemporal Variations and Driving Factors of Air Pollution in China," IJERPH, MDPI, vol. 14(12), pages 1-18, December.
    7. S. Ravikumar & Ashutosh Agrahari & S. N. Singh, 2015. "Mapping the intellectual structure of scientometrics: a co-word analysis of the journal Scientometrics (2005–2010)," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 929-955, January.
    8. Fionn Murtagh & Pierre Legendre, 2014. "Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion?," Journal of Classification, Springer;The Classification Society, vol. 31(3), pages 274-295, October.
    9. Dan He & Peng Gao & Zhijing Sun & Yui-yip Lau, 2017. "Measuring Water Transport Efficiency in the Yangtze River Economic Zone, China," Sustainability, MDPI, vol. 9(12), pages 1-13, December.
    10. Yajie Liu & Feng Dong, 2019. "How Industrial Transfer Processes Impact on Haze Pollution in China: An Analysis from the Perspective of Spatial Effects," IJERPH, MDPI, vol. 16(3), pages 1-27, February.
    11. Mihaela Simionescu & Yuriy Bilan & Stanisław Gędek & Dalia Streimikiene, 2019. "The Effects of Greenhouse Gas Emissions on Cereal Production in the European Union," Sustainability, MDPI, vol. 11(12), pages 1-24, June.
    12. Qingyu Fan & Shan Yang & Shuaibin Liu, 2019. "Asymmetrically Spatial Effects of Urban Scale and Agglomeration on Haze Pollution in China," IJERPH, MDPI, vol. 16(24), pages 1-18, December.
    13. Junzhe Bao & Xiping Yang & Zhiyuan Zhao & Zhenkun Wang & Chuanhua Yu & Xudong Li, 2015. "The Spatial-Temporal Characteristics of Air Pollution in China from 2001–2014," IJERPH, MDPI, vol. 12(12), pages 1-13, December.
    14. Decai Tang & Yan Zhang & Brandon J. Bethel, 2019. "An Analysis of Disparities and Driving Factors of Carbon Emissions in the Yangtze River Economic Belt," Sustainability, MDPI, vol. 11(8), pages 1-13, April.
    15. Peters, H. P. F. & van Raan, A. F. J., 1993. "Co-word-based science maps of chemical engineering. Part I: Representations by direct multidimensional scaling," Research Policy, Elsevier, vol. 22(1), pages 23-45, February.
    16. Zhu Tao & Aynne Kokas & Rui Zhang & Daniel S Cohan & Dan Wallach, 2016. "Inferring Atmospheric Particulate Matter Concentrations from Chinese Social Media Data," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-15, September.
    17. 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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