Forecasting air quality considering the socio-economic development in Xingtai

被引:28
作者
Shi, Kaihe [1 ]
Wu, Lifeng [2 ]
机构
[1] China Univ Min & Technol, Coll Management, Beijing 100083, Peoples R China
[2] Hebei Univ Engn, Sch Management Engn & Business, Handan 056038, Peoples R China
基金
中国国家自然科学基金;
关键词
Air quality composite index; Secondary industry; Construction industry; Tertiary industry; Vehicle population; Resident population; ENVIRONMENTAL-QUALITY; ECONOMIC-DEVELOPMENT; HAZE POLLUTION; CHINA; PREDICTION; MODEL; CITY; POLICY; CITIES; LEVEL;
D O I
10.1016/j.scs.2020.102337
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Air quality has deteriorated in many areas of China. To discuss the impact of the socio-economic factors on air quality and improve air quality in a small city, this article firstly uses the grey correlation analysis method to rank the impact of social-economic factors on Xingtai's air quality. Then, considering the different growth rates of the socio-economic factors, the grey multivariate convolution model is developed to predict the comprehensive air quality index in Xingtai. The results show that the industry has less adverse impact on air quality than the construction industry, and the tertiary industry has positive impact on air quality. The vehicle population and resident population all have adverse impact on air quality. According to the results, it is suggested to change the development direction from construction industry to the industry.
引用
收藏
页数:9
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共 38 条
  • [1] Cost-effective control of air quality and greenhouse gases in Europe: Modeling and policy applications
    Amann, Markus
    Bertok, Imrich
    Borken-Kleefeld, Jens
    Cofala, Janusz
    Heyes, Chris
    Hoeglund-Isaksson, Lena
    Klimont, Zbigniew
    Nguyen, Binh
    Posch, Maximilian
    Rafaj, Peter
    Sandler, Robert
    Schoepp, Wolfgang
    Wagner, Fabian
    Winiwarter, Wilfried
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2011, 26 (12) : 1489 - 1501
  • [2] [Anonymous], 2002, ELEMENTS GREY THEORY
  • [3] Multi-attribute sustainability evaluation of alternative aviation fuels based on fuzzy ANP and fuzzy grey relational analysis
    Chen, Lihong
    Ren, Jingzheng
    [J]. JOURNAL OF AIR TRANSPORT MANAGEMENT, 2018, 68 : 176 - 186
  • [4] Relationship between air quality and economic development in the provincial capital cities of China
    Chen, Nengcheng
    Xu, Lei
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2017, 24 (03) : 2928 - 2935
  • [5] Comert Gurcan, 2020, International Journal of Transportation Science and Technology, V9, P29, DOI 10.1016/j.ijtst.2019.05.008
  • [6] A test of environmental Kuznets curve for haze pollution in China: Evidence from the penal data of 27 capital cities
    Du, Gang
    Liu, Shuzhan
    Lei, Ni
    Huang, Yong
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 205 : 821 - 827
  • [7] Defending blue sky in China: Effectiveness of the "Air Pollution Prevention and Control Action Plan" on air quality improvements from 2013 to 2017
    Feng, Yueyi
    Ning, Miao
    Lei, Yu
    Sun, Yamei
    Liu, Wei
    Wang, Jinnan
    [J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 252
  • [8] Exploring the economy-wide effects of agriculture on air quality and health: Evidence from Europe
    Giannakis, Elias
    Kushta, Jonilda
    Giannadaki, Despina
    Georgiou, George K.
    Bruggeman, Adriana
    Lelieveld, Jos
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 663 : 889 - 900
  • [9] Transit-oriented development and air quality in Chinese cities: A city-level examination
    Gu, Peiqin
    He, Dongxu
    Chen, Yulin
    Zegras, P. Christopher
    Jiang, Yang
    [J]. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2019, 68 : 10 - 25
  • [10] Analysis of influential factors on air quality from global and local perspectives in China
    Han, Xiaodan
    Li, Huajiao
    Liu, Qian
    Liu, Fuzhen
    Arif, Asma
    [J]. ENVIRONMENTAL POLLUTION, 2019, 248 : 965 - 979