Quantifying the impacts of socio-economic factors on air quality in Chinese cities from 2000 to 2009

被引:51
作者
Zhao, Juanjuan [1 ,2 ]
Chen, Shengbin [3 ]
Wang, Hua [4 ]
Ren, Yin [1 ,2 ]
Du, Ke
Xu, Weihua [5 ]
Zheng, Hua [5 ]
Jiang, Bo [5 ]
机构
[1] Chinese Acad Sci, Key Lab Urban Environm & Hlth, Inst Urban Environm, Xiamen 361021, Peoples R China
[2] Xiamen Key Lab Urban Metab, Xiamen 361021, Peoples R China
[3] Minist Environm Protect, Nanjing Inst Environm Sci, Nanjing 210042, Jiangsu, Peoples R China
[4] Beijing Acad Agr & Forestry Sci, Inst Forestry & Pomol, Beijing 100093, Peoples R China
[5] Chinese Acad Sci, State Key Lab Urban & Reg Ecol, Ecoenvironm Sci Res Ctr, Beijing 100085, Peoples R China
关键词
Socio-economic factors; Air quality; Urban environment; Urbanization; Variation partitioning; Environmental treatment; CONSERVATION BIOLOGY; POLLUTION; ECOLOGY; DETERMINANTS; REGRESSION; LANDSCAPE; MODEL;
D O I
10.1016/j.envpol.2012.04.007
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Socio-economic factors have significant influences on air quality and are commonly used to guide environmental planning and management. Based on data from 85 long-term daily monitoring cities in China, air quality as evaluated by AOFDAQ-A (Annual Occurrence Frequency of Daily Air Quality above Level III), was correlated to socio-economic variable groups of urbanization, pollution and environmental treatment by variation partitioning and hierarchical partitioning methods. We found: (1) the three groups explained 43.5% of the variance in AOFDAQ-A; (2) the contribution of "environmental investment" to AOFDAQ-A shown a time lag effect; (3) "population in mining sector" and "coverage of green space in built-up area" were respectively the most significant negative and positive explanatory socioeconomic variables; (4) using eight largest contributing individual factors, a linear model to predict variance in AOFDAQ-A was constructed. Results from our study provide a valuable reference for the management and control of air quality in Chinese cities. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:148 / 154
页数:7
相关论文
共 49 条
  • [1] Partitioning the variation among spatial, temporal and environmental components in a multivariate data set
    Anderson, MJ
    Gribble, NA
    [J]. AUSTRALIAN JOURNAL OF ECOLOGY, 1998, 23 (02): : 158 - 167
  • [2] [Anonymous], 1992, SUSTAINABLE DEV URBA
  • [3] [Anonymous], 2002, Experimental designs and data analysis for biologists
  • [4] Impact of land use on urban mobility patterns, emissions and air quality in a Portuguese medium-sized city
    Bandeira, Jorge M.
    Coelho, Margarida C.
    Sa, Maria Elisa
    Tavares, Richard
    Borrego, Carlos
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2011, 409 (06) : 1154 - 1163
  • [5] Fine particles (PM2.5) in residential areas of Lucknow city and factors influencing the concentration
    Barman, S. C.
    Singh, Ramesh
    Negi, M. P. S.
    Bhargava, S. K.
    [J]. CLEAN-SOIL AIR WATER, 2008, 36 (01) : 111 - 117
  • [6] Urban woodlands: their role in reducing the effects of particulate pollution
    Beckett, KP
    Freer-Smith, PH
    Taylor, G
    [J]. ENVIRONMENTAL POLLUTION, 1998, 99 (03) : 347 - 360
  • [7] PARTIALLING OUT THE SPATIAL COMPONENT OF ECOLOGICAL VARIATION
    BORCARD, D
    LEGENDRE, P
    DRAPEAU, P
    [J]. ECOLOGY, 1992, 73 (03) : 1045 - 1055
  • [8] Brown L.R., 2001, ECO EC BUILDING EC E, V1st
  • [9] Beijing Olympics as an aerosol field experiment
    Cermak, J.
    Knutti, R.
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2009, 36 : L10806
  • [10] Air pollution in mega cities in China
    Chan, Chak K.
    Yao, Xiaohong
    [J]. ATMOSPHERIC ENVIRONMENT, 2008, 42 (01) : 1 - 42