Remote sensing analysis of spatio-temporal variation of NO2 and PM2.5 during 2005 throughout 2015 over Henan Province
CAI Kun1,2,3, ZHENG Tai-hao2, CHEN Liang-fu3, LI Shen-shen3, FAN Meng3
1. College of Environment and Planning, Henan University, Kaifeng 475004, China; 2. College of Computer and Information Engineering, Henan University, Kaifeng 475004, China; 3. State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China
Abstract:We applied the aerosol optical depth (AOD) retrieved from the MODIS satellites and the tropospheric NO2 columns retrieved from the OMI satellite for studying the spatial and temporal distributions of air pollution in Henan Province. The results indicated that high PM2.5 and NO2 concentrations were mainly found in the central and the north areas of Henan province. The seasonal average concentrations of PM2.5 and NO2 were both found to be highest in winter and be lowest in summer. Particularly, the maximum PM2.5 and NO2 concentrations arrived 155.7μg/m3 and 2279.45×1013 mole/cm2 respectively in the winter of 2013, while the minimum PM2.5 and NO2 concentrations were as low as 49.17μg/m3 and 427.37×1013 mole/cm2 respectively in the summer of 2015. The annual average concentrations of ground-level PM2.5 and NO2 over Henan province increased from 2005 to 2011, and then decreased from 2011 to 2015. The annual average concentrations of ground-level PM2.5 and NO2 had been dropped to 65.7μg/m3 and 765.14×1013 mole/cm2 in the year of 2015.
蔡坤, 郑泰皓, 陈良富, 李莘莘, 范萌. 河南省2005~2015年NO2和PM2.5时空变化遥感解析[J]. 中国环境科学, 2017, 37(12): 4417-4427.
CAI Kun, ZHENG Tai-hao, CHEN Liang-fu, LI Shen-shen, FAN Meng. Remote sensing analysis of spatio-temporal variation of NO2 and PM2.5 during 2005 throughout 2015 over Henan Province. CHINA ENVIRONMENTAL SCIENCECE, 2017, 37(12): 4417-4427.
Streets D G, Timothy C, Gregory R, et al. Emissions estimation from satellite retrievals:A review of current capability[J]. Atmospheric Environment, 2013,77:1011-1042.
R Jvd A, Peters D H M U, Eskes H, et al. Detection of the trend and seasonal variation in tropospheric NO2 over China[J]. Journal of Geophysical Research Atmospheres, 2006,111(D12):1-10.
[4]
Van Donkelaar A, Martin R V, Park R J.Estimating ground-level PM2.5 using aerosol optical depth determined from satellite remote sensing[J]. Journal of Geophysical ResearchAtmospheres, 2006,111(D21):1-10.
[5]
Zhang Y, Pun B, Wu S Y, et al. Application and evaluation of two air quality models for particulate matter for a southeastern U.S. episode.[J]. Journal of the Air & Waste Management Association, 2004,54(12):1478-93.
Zhang L, Lee C S, Zhang R, et al. Spatial and temporal evaluation of long term trend (2005-2014) of OMI retrieved NO2 and SO2 concentrations in Henan Province, China[J]. Atmospheric Environment, 2017,154:151-166.
[11]
Yao L, Lu N. Spatiotemporal distribution and short-term trends of particulate matter concentration over China, 2006-2010[J]. Environmental Science and Pollution Research, 2014,21(16):9665-9675.
[12]
Ma Zongwei, Hu Xuefei, Sayer Andrew M, et al. Satellite-based spatiotemporal trends in PM2.5 concentrations:China, 2004-2013[J]. Environmental Health Perspectives, 2016,124(2):184.
[13]
Li D, Guo Y, Li Y, et al. Air pollutant emissions from coal-fired power plants[J]. Open Journal of Air Pollution, 2012,01(2):37-41.
[14]
CAAC. China air quality management assessment report[R]. Beijing:Clean Air Alliance of China, 2015.
[15]
NRDC. China coal consumption cap plan and research report:recommendations for the 13th Five-year Plan[R]. Beijing:Natural Resources Defense Council, 2015.
Boersma K F, Eskes H J, Veefkind J P, et al. Near-real time retrieval of tropospheric NO2 from OMI[J]. Atmospheric Chemistry & Physics, 2007,6(6):2103-2118.
[20]
Wenig M O, Cede A M, Bucsela E J, et al. Validation of OMI tropospheric NO2 column densities using direct-Sun mode Brewer measurements at NASA Goddard Space Flight Center[J]. Journal of Geophysical Research Atmospheres, 2008,113(113):1-10.
[21]
Jin J, Ma J, Lin W, et al. MAX-DOAS measurements and satellite validation of tropospheric NO2 and SO2, vertical column densities at a rural site of North China[J]. Atmospheric Environment, 2016,133:12-25.
Ma Z, Hu X, Huang L, et al. Estimating Ground-Level PM2.5 in China Using Satellite Remote Sensing[J]. Environmental Science & Technology, 2014,48(13):7436.
[24]
马宗伟.基于卫星遥感的我国PM2.5时空分布研究[D]. 南京:南京大学, 2015.
[25]
Li L J, Wang Y, Zhang Q, et al. Wheat straw burning and its associated impacts on Beijing air quality[J]. 中国科学:地球科学, 2008,51(3):403-414.
[26]
Khoder M I. Atmospheric conversion of sulfur dioxide to particulate sulfate and nitrogen dioxide to particulate nitrate and gaseous nitric acid in an urban area[J]. Chemosphere, 2002,49(6):675-84.
EPA. China's energy markets:Anhui, Chongqing, Henan, Inner Mongolia,and Guizhou Provinces[R]. Washington, DC, USA. 2012.
[32]
Wang Y, Mcelroy M B, Boersma K F, et al. Traffic restrictions associated with the Sino〢frican summit:Reductions of NOx detected from space[J]. Geophysical Research Letters, 2007, 34(8):402-420.