Scaling Relationship for NO2 Pollution and Urban Population Size: A Satellite Perspective

被引:191
作者
Lamsal, L. N. [1 ,2 ]
Martin, R. V. [3 ,4 ]
Parrish, D. D. [5 ]
Krotkov, N. A. [2 ]
机构
[1] Univ Space Res Assoc, Goddard Earth Sci Technol & Res, Columbia, MD 21044 USA
[2] NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
[3] Dalhousie Univ, Dept Phys & Atmospher Sci, Halifax, NS B3H 4R2, Canada
[4] Harvard Smithsonian Ctr Astrophys, Cambridge, MA 02138 USA
[5] NOAA, Earth Syst Res Lab, Div Chem Sci, Boulder, CO 80305 USA
基金
加拿大自然科学与工程研究理事会;
关键词
NITROGEN-OXIDE EMISSIONS; FINE PARTICULATE MATTER; AIR-POLLUTION; UNITED-STATES; GLOBAL BURDEN; POWER-PLANTS; OZONE; MORTALITY; DIOXIDE; AEROSOL;
D O I
10.1021/es400744g
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Concern is growing about the effects of urbanization on air pollution and health. Nitrogen dioxide (NO2) released primarily from combustion processes, such as traffic, is a short-lived atmospheric pollutant that serves as an air-quality indicator and is itself a health concern. We derive a global distribution of ground-level NO2 concentrations from tropospheric NO2 columns retrieved from the Ozone Monitoring Instrument (OMI). Local scaling factors from a three-dimensional chemistry-transport model (GEOS-Chem) are used to relate the OMI NO2 columns to ground-level concentrations. The OMI-derived surface NO2 data are significantly correlated (r = 0.69) with in situ surface measurements. We examine how the OMI-derived ground-level NO2 concentrations, OMI NO2 columns, and bottom-up NOx emission inventories relate to urban population. Emission hot spots, such as power plants, are excluded to focus on urban relationships. The correlation of surface NO2 with population is significant for the three countries and one continent examined here: United States (r = 0.71), Europe (r = 0.67), China (r = 0.69), and India (r = 0.59). Urban NO2 pollution, like other urban properties, is a power law scaling function of the population size: NO2 concentration increases proportional to population raised to an exponent. The value of the exponent varies by region from 0.36 for India to 0.66 for China, reflecting regional differences in industrial development and per capita emissions. It has been generally established that energy efficiency increases and, therefore, per capita NO emissions decrease with urban population; here, we show how outdoor ambient NO2 concentrations depend upon urban population in different global regions.
引用
收藏
页码:7855 / 7861
页数:7
相关论文
共 53 条
[1]   An Estimate of the Global Burden of Anthropogenic Ozone and Fine Particulate Matter on Premature Human Mortality Using Atmospheric Modeling [J].
Anenberg, Susan C. ;
Horowitz, Larry W. ;
Tong, Daniel Q. ;
West, J. Jason .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2010, 118 (09) :1189-1195
[2]  
[Anonymous], 2012, WORLD URB PROSP 2011
[3]  
[Anonymous], 2009, GLOB HLTH RISKS MORT
[4]   Effects of Income and Urban Form on Urban NO2: Global Evidence from Satellites [J].
Bechle, Matthew J. ;
Millet, Dylan B. ;
Marshall, Julian D. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2011, 45 (11) :4914-4919
[5]   Growth, innovation, scaling, and the pace of life in cities [J].
Bettencourt, Luis M. A. ;
Lobo, Jose ;
Helbing, Dirk ;
Kuehnert, Christian ;
West, Geoffrey B. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (17) :7301-7306
[6]   Global modeling of tropospheric chemistry with assimilated meteorology: Model description and evaluation [J].
Bey, I ;
Jacob, DJ ;
Yantosca, RM ;
Logan, JA ;
Field, BD ;
Fiore, AM ;
Li, QB ;
Liu, HGY ;
Mickley, LJ ;
Schultz, MG .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2001, 106 (D19) :23073-23095
[7]   An improved tropospheric NO2 column retrieval algorithm for the Ozone Monitoring Instrument [J].
Boersma, K. F. ;
Eskes, H. J. ;
Dirksen, R. J. ;
van der A, R. J. ;
Veefkind, J. P. ;
Stammes, P. ;
Huijnen, V. ;
Kleipool, Q. L. ;
Sneep, M. ;
Claas, J. ;
Leitao, J. ;
Richter, A. ;
Zhou, Y. ;
Brunner, D. .
ATMOSPHERIC MEASUREMENT TECHNIQUES, 2011, 4 (09) :1905-1928
[8]   Intercomparison of SCIAMACHY and OMI tropospheric NO2 columns:: Observing the diurnal evolution of chemistry and emissions from space [J].
Boersma, K. Folkert ;
Jacob, Daniel J. ;
Eskes, Henk J. ;
Pinder, Robert W. ;
Wang, Jun ;
van der A, Ronald J. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2008, 113 (D16)
[9]   Error analysis for tropospheric NO2 retrieval from space -: art. no. D04311 [J].
Boersma, KF ;
Eskes, HJ ;
Brinksma, EJ .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2004, 109 (D4)
[10]   Air pollution and health [J].
Brunekreef, B ;
Holgate, ST .
LANCET, 2002, 360 (9341) :1233-1242