Impact of Population Density on PM2.5 Concentrations: A Case Study in Shanghai, China

被引:31
作者
Han, Shuaishuai [1 ]
Sun, Bindong [1 ]
机构
[1] East China Normal Univ, Sch Urban & Reg Sci, Future City Lab ECNU, Ctr Modern Chinese City Studies, Shanghai 200241, Peoples R China
关键词
mode-shifting effect; congestion effect; pollution centralization effect; spatial lag model; jiedao; URBAN FORM; AIR-QUALITY; BUILT ENVIRONMENT; LAND-USE; TRAVEL; POLLUTION; CITIES; EMISSIONS; HAZE; TRANSPORTATION;
D O I
10.3390/su11071968
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We examine the effects of the urban built environment on PM2.5 (fine particulate matter with diameters equal or smaller than 2.5 m) concentrations by using an improved region-wide database, a spatial econometric model, and five built environment attributes: Density, design, diversity, distance to transit, and destination accessibility (the 5Ds). Our study uses Shanghai as a relevant case study and focuses on the role of density at the jiedao scale, the smallest administrative unit in China. The results suggest that population density is positively associated with PM2.5 concentrations, pointing to pollution centralization and congestion effects dominating the mitigating effects of mode-shifting associated with density. Other built environment variables, such as the proportion of road intersections, degree of mixed land use, and density of bus stops, are all positively associated with PM2.5 concentrations while distance to nearest primary or sub-center is negatively associated. Regional heterogeneity shows that suburban jiedao have lower PM2.5 concentrations when a subway station is present.
引用
收藏
页数:17
相关论文
共 79 条
  • [1] Fine Particulate Air Pollution and the Progression of Carotid Intima-Medial Thickness: A Prospective Cohort Study from the Multi-Ethnic Study of Atherosclerosis and Air Pollution
    Adar, Sara D.
    Sheppard, Lianne
    Vedal, Sverre
    Polak, Joseph F.
    Sampson, Paul D.
    Roux, Ana V. Diez
    Budoff, Matthew
    Jacobs, David R., Jr.
    Barr, R. Graham
    Watson, Karol
    Kaufman, Joel D.
    [J]. PLOS MEDICINE, 2013, 10 (04)
  • [2] Particulate Matter Air Pollution and Cardiovascular Disease An Update to the Scientific Statement From the American Heart Association
    Brook, Robert D.
    Rajagopalan, Sanjay
    Pope, C. Arden, III
    Brook, Jeffrey R.
    Bhatnagar, Aruni
    Diez-Roux, Ana V.
    Holguin, Fernando
    Hong, Yuling
    Luepker, Russell V.
    Mittleman, Murray A.
    Peters, Annette
    Siscovick, David
    Smith, Sidney C., Jr.
    Whitsel, Laurie
    Kaufman, Joel D.
    [J]. CIRCULATION, 2010, 121 (21) : 2331 - 2378
  • [3] [Anonymous], 2015, PIONEER STAFF NUMBER, V31, P15
  • [4] Anselin L., 2013, SPATIAL ECONOMETRICS
  • [5] Effects of Income and Urban Form on Urban NO2: Global Evidence from Satellites
    Bechle, Matthew J.
    Millet, Dylan B.
    Marshall, Julian D.
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2011, 45 (11) : 4914 - 4919
  • [6] CAN NEW LIGHT RAIL REDUCE PERSONAL VEHICLE CARBON EMISSIONS? A BEFORE-AFTER, EXPERIMENTAL-CONTROL EVALUATION IN LOS ANGELES
    Boarnet, Marlon G.
    Wang, Xize
    Houston, Douglas
    [J]. JOURNAL OF REGIONAL SCIENCE, 2017, 57 (03) : 523 - 539
  • [7] Brezzi M., 2014, OECD REGIONAL DEV WO, DOI [10.1787/20737009, DOI 10.1787/20737009]
  • [8] Mixed land use and walkability: Variations in land use measures and relationships with BMI, overweight, and obesity
    Brown, Barbara B.
    Yamada, Ikuho
    Smith, Ken R.
    Zick, Cathleen D.
    Kowaleski-Jones, Lori
    Fan, Jessie X.
    [J]. HEALTH & PLACE, 2009, 15 (04) : 1130 - 1141
  • [9] Influence of street characteristics, driver category and car performance on urban driving patterns
    Brundell-Freij, K
    Ericsson, E
    [J]. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2005, 10 (03) : 213 - 229
  • [10] Calthorpe P., 1993, The Next American Metropolis: Ecology, Community and the American Dream