Spatiotemporal dynamics of nitrogen dioxide pollution and urban development: Satellite observations over China, 2005-2016

被引:37
作者
Cui, Yuanzheng [1 ]
Zhang, Weishi [2 ,3 ,4 ]
Bao, Haijun [5 ]
Wang, Can [3 ,4 ]
Cai, Wenjia [6 ,7 ]
Yu, Jian [2 ]
Streets, David G. [8 ]
机构
[1] Zhejiang Univ Finance & Econ, Inst Land & Urban Rural Dev, Hangzhou 310018, Zhejiang, Peoples R China
[2] Civil Aviat Univ China, Res Ctr Environm & Sustainable Dev China Civil Av, Tianjin 300300, Peoples R China
[3] Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R China
[4] Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
[5] Zhejiang Univ Finance & Econ, Sch Publ Adm, Hangzhou 310018, Zhejiang, Peoples R China
[6] Tsinghua Univ, Minist Educ, Key Lab Earth Syst Modeling, Beijing, Peoples R China
[7] Tsinghua Univ, Dept Earth Syst Sci, Beijing, Peoples R China
[8] Argonne Natl Lab, Energy Syst Div, 9700 S Cass Ave, Argonne, IL 60439 USA
关键词
Nitrogen dioxide pollution; Satellite remote sensing; Urban development; Nighttime light data; Prefectural cities; NIGHTTIME LIGHT DATA; NOX EMISSION TRENDS; TROPOSPHERIC NO2; URBANIZATION DYNAMICS; ECONOMIC-ACTIVITY; OMI OBSERVATIONS; AIR-POLLUTION; OZONE; REDUCTION; OXIDES;
D O I
10.1016/j.resconrec.2018.11.015
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
China experienced rapid urbanization and industrialization in recent years, which resulted in large increases of nitrogen dioxide (NO2), particularly in urban areas. We analyze the spatiotemporal variations of the vertical column densities (VCDs) of tropospheric NO2 with the level of urban development across China during the period 2005-2016. Nighttime light (NTL) data are applied as a proxy for urban development to investigate the relationship between NO, pollution and urban development. Both NO2 column data and NTL data are observed by satellite measurements. The annual mean of NO2 VCDs is presented on a grid basis. The average annual variations of NO2 VCDs and NTL value are detected for all 341 prefectural cities. Two-thirds of the cities reached their peak NO2 pollution level around 2010-2012, and decreased afterward. About 10% of the western cities kept on increasing their NO2 levels until 2016. All cities are classified into four categories with respect to the average annual variations of NO2/NTL in 2005-2010, and 2011-2016. Approximately 62% of the cities turned the average annual variations of NO2/NTL from positive to negative. 19% of the cities are in the positive-positive category and 11% of the cities are in the negative-negative category. The remaining 8% of the cities changed their ratios from negative to positive. We summarize the national air pollution regulations, and our results show the effectiveness of the regulations for most eastern China cities. This work can help to design more efficient regional emission reduction policies with sustainable development.
引用
收藏
页码:59 / 68
页数:10
相关论文
共 58 条
[1]  
[Anonymous], 2017, STAT COMM PEOPL REP
[2]   Near-real time retrieval of tropospheric NO2 from OMI [J].
Boersma, K. F. ;
Eskes, H. J. ;
Veefkind, J. P. ;
Brinksma, E. J. ;
Van der A, R. J. ;
Sneep, M. ;
van den Oord, G. H. J. ;
Levelt, P. F. ;
Stammes, P. ;
Gleason, J. F. ;
Bucsela, E. J. .
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2007, 7 (08) :2103-2118
[3]   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
[4]   Associations between short-term exposure to nitrogen dioxide and mortality in 17 Chinese cities: The China Air Pollution and Health Effects Study (CAPES) [J].
Chen, Renjie ;
Samoli, Evangelia ;
Wong, Chit-Ming ;
Huang, Wei ;
Wang, Zongshuang ;
Chen, Bingheng ;
Kan, Haidong .
ENVIRONMENT INTERNATIONAL, 2012, 45 :32-38
[5]   Using luminosity data as a proxy for economic statistics [J].
Chen, Xi ;
Nordhaus, William D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (21) :8589-8594
[6]   Rapid growth in nitrogen dioxide pollution over Western China, 2005-2013 [J].
Cui, Yuanzheng ;
Lin, Jintai ;
Song, Chunqiao ;
Liu, Mengyao ;
Yan, Yingying ;
Xu, Yuan ;
Huang, Bo .
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2016, 16 (10) :6207-6221
[7]   Satellite NO2 retrievals suggest China has exceeded its NOx reduction goals from the twelfth Five-Year Plan [J].
de Foy, Benjamin ;
Lu, Zifeng ;
Streets, David G. .
SCIENTIFIC REPORTS, 2016, 6
[8]   Mapping regional economic activity from night-time light satellite imagery [J].
Doll, CNH ;
Muller, JP ;
Morley, JG .
ECOLOGICAL ECONOMICS, 2006, 57 (01) :75-92
[9]  
Doll CNH, 2000, AMBIO, V29, P157, DOI 10.1639/0044-7447(2000)029[0157:NTIAAT]2.0.CO
[10]  
2