京津冀大气污染传输通道区大气污染时空格局研究

Abstract
Figure/Table
References (56)
Related Citation (15)

Download: PDF (2723 KB) HTML (1 KB)
Export: BibTeX | EndNote (RIS)

Abstract

It is of great significance for preventing and controlling regional air pollution to understand spatiotemporal patterns of air pollution in air pollution transmission channel (also known as "2+26" cities) of the Beijing-Tianjin-Hebei area. Spatial pattern and temporal variation of air pollution in "2+26" cities was revealed with the satellite-derived PM_2.5 concentration data from 2000 to 2015 and the linear trend analysis and the barycenter analysis. The main findings are as follows:PM_2.5 concentration was lower in the west and higher in the east with the Taihang Mountain as the demarcation. And that in the center of the city was higher than that in surrounding regions. The concentration of PM_2.5 generally showed an increasing trend from 2000 to 2015, especially during 2000~2007. The area with significant increasing trend during 2000~2007 accounted for 88.48% of the total area. The gravity center of PM_2.5 pollution was located at the junction of Hengshui, Xingtai and Dezhou, which indicated that the pollution in the north of the study area was more serious. This study could provide reference and support for policy formulation and implementation of air pollution control measures in Beijing-Tianjin-Hebei regions.

Key words： air pollution transmission channel of Beijing-Tianjin-Hebei “2+26&rdquo cities PM_2.5 spatiotemporal pattern

Received: 25 June 2018

PACS:

X513

	Service

	E-mail this article
	Add to my bookshelf
	Add to citation manager
	E-mail Alert
	RSS
	Articles by authors
	PENG Le
	ZHAO Yuan-yuan
	ZHAO Ji-lin
	GAO Guang-lei
	DING Guo-dong

Cite this article:

PENG Le,ZHAO Yuan-yuan,ZHAO Ji-lin等. Spatiotemporal patterns of air pollution in air pollution transmission channel of Beijing-Tianjin-Hebei from 2000 to 2015[J]. CHINA ENVIRONMENTAL SCIENCECE, 2019, 39(2): 449-458.

URL:

http://www.zghjkx.com.cn/EN/ OR http://www.zghjkx.com.cn/EN/Y2019/V39/I2/449

[1]	Geng G, Zhang Q, Martin R V, et al. Estimating long-term PM2.5 concentrations in China using satellite-based aerosol optical depth and a chemical transport model[J]. Remote Sensing of Environment, 2015,166:262-70.
[2]	陆大道.京津冀城市群功能定位及协同发展[J]. 地理科学进展, 2015,34(3):265-70. Lu D D. Functional orientation and cooperative development of Beijing-Tianjin-Hebei urban agglomeration[J]. Progress in Geography, 2015,34(3):265-70.
[3]	Hsu C Y, Chiang H C, Chen M J, et al. Ambient PM2.5 in the residential area near industrial complexes:Spatiotemporal variation, source apportionment, and health impact[J]. Science of the Total Environment, 2017,590-591:204-214.
[4]	Li Z Q, Gu X, Wang L, et al. Aerosol physical and chemical properties retrieved from ground-based remote sensing measurements during heavy haze days in Beijing winter[J]. Atmospheric Chemistry and Physics, 2013,13(20):10171-10183.
[5]	Zhai S, An X, Zhao T, et al. Detecting critical PM2.5 emission sources and their contributions to a heavy haze episode in Beijing, China by using an adjoint model[J]. Atmospheric Chemistry and Physics, 2016:1-20.
[6]	Li P, Yan R, Yu S, et al. Reinstate regional transport of PM2.5 as a major cause of severe haze in Beijing[J]. Proceedings of the National Academy of Sciences of the United States of America, 2015,112(21):2739-2740.
[7]	蒋永成,赵天良,王宏,等.福州市PM2.5污染过程中大气边界层和区域传输研究[J]. 中国环境科学, 2015,35(2):347-355. Jiang Yong-cheng, Zhao Tian-liang, Wang Hong, et al. Study on atmospheric boundary layer and regional transport of PM2.5 pollution process in Fuzhou[J]. China Environmental Science, 2015,35(2):347-355.
[8]	薛文博,付飞,王金南,等.中国PM2.5跨区域传输特征数值模拟研究[J]. 中国环境科学, 2014,34(6):1361-1368. Xue wen-bo, Fu Fei, Wang Jin-nan, et al. Numerical simulation of transreglonal transmission characteristics of PM2.5 in China[J]. China Environmental Science, 2014,34(6):1361-1368.
[9]	王金南,宁淼,孙亚梅.区域大气污染联防联控的理论与方法分析[J]. 环境与可持续发展, 2012,37(5):5-10. Wang Jin-nan, Ning miao, Sun Ya-mei. Analysis of the theory and method of joint prevention and control of regional air pollution[J]. Environment and Sustainable Development, 2012,37(5):5-10.
[10]	Guo J P, Zhang X Y, Wu Y R, et al. Spatio-temporal variation trends of satellite-based aerosol optical depth in China during 1980~2008[J]. Atmospheric Environment, 2011,45(37):6802-6811.
[11]	吴兑.近十年中国灰霾天气研究综述[J]. 环境科学学报, 2012, 32(2):257-269. Wu Dui. A summary of studies on China's ember weather in recent ten years[J]. Acta Scientiae Circumstantiae, 2012,32(2):257-269.
[12]	Chu H J, Huang B, Lin C Y. Modeling the spatio-temporal heterogeneity in the PM10-PM2.5 relationship[J]. Atmospheric Environment, 2015,102(2):176-182.
[13]	李名升,任晓霞,于洋,等.中国大陆城市PM2.5污染时空分布规律[J]. 中国环境科学, 2016,36(3):641-650. Li Ming-sheng, Ren Xiao-xia, Yu Yang, et al. Temporal and spatial distribution of PM2.5 pollution in Chinese cities[J]. Chian Environmental Science, 2016,36(3):641-650.
[14]	李珊珊,程念亮,徐峻,等.2014年京津冀地区PM2.5浓度时空分布及来源模拟[J]. 中国环境科学, 2015,35(10):2908-2916. Li Shan-shan, Cheng Nian-liang, Xu Jun, et al. Temporal and spatial distribution and source simulation of PM2.5 concentration in Beijing-Tianjin-Hebei region in 2014[J]. Chian Environmental Science, 2015, 35(10):2908-2916.
[15]	Yan D, Lei Y, Shi Y, et al. Evolution of the spatiotemporal pattern of PM2.5 concentrations in China-A case study from the Beijing-Tianjin-Hebei region[J]. Atmospheric Environment, 2018,183:225-233.
[16]	Wu J, Yao F, Li W, et al. VⅡRS-based remote sensing estimation of ground-level PM2.5 concentrations in Beijing-Tianjin-Hebei:A spatiotemporal statistical model[J]. Remote Sensing of Environment, 2016,184:316-328.
[17]	Van D A, Martin R V, Brauer M, et al. Global Estimates of Fine Particulate Matter using a Combined Geophysical-Statistical Method with Information from Satellites, Models, and Monitors[J]. Environmental Science and Technology, 2016,50(7):3762-3787.
[18]	He C, Gao B, Huang Q, et al. Environmental degradation in the urban areas of China:Evidence from multi-source remote sensing data[J]. Remote Sensing of Environment, 2017,193:65-75.
[19]	Shi Y, Matsunaga T, Yamaguchi Y, et al. Long-term trends and spatial patterns of satellite-retrieved PM2.5 concentrations in South and Southeast Asia from 1999 to 2014[J]. Science of The Total Environment, 2018,615:177-186.
[20]	Xie R, Sabel C E, Lu X, et al. Long-term trend and spatial pattern of PM2.5 induced premature mortality in China[J]. Environment International, 2016,97:180-186.
[21]	国家统计局城市社会经济调查司. 中国城市年鉴[M]. 中国统计出版社, 2016. State Environmental Protection Administration. China city yearbook[M]. China Statistics Press, 2016.
[22]	徐建华.现代地理学中的数学方法(第二版)[M]. 北京:高等教育出版社, 2002. Xu Jianhua. Mathematical methods in modern geography[M]. 2nd. Higher Education Press, 2002.
[23]	张元栋,尚晓鹏,杜芬玲,等.宁夏植被动态变化及其对降水的响应[J]. 西安科技大学学报, 2017,37(01):84-89. Zhang Yuandong, Shang Xiaopeng, Du Fenling, et al. Dynamic change of vegetation and its response to precipitation in Ningxia[J]. Journal of Xi'an University of Science and Technology, 2017,37(01):84-89.
[24]	李宁,郭健,王倩,等.趋势分析法评价苯系物标准气体的时间稳定性[J]. 中国环境监测, 2012,28(5):130-133. Li Ning, Guo Jian, Wang Qian, et al. Time analysis method for evaluating the time stability of benzene standard gas[J]. China Environmental Monitoring, 2012, 28(5):130-133.
[25]	国家环保总局. GB3095-2012环境空气质量标准[S]. 国家环保总局, 2012. Ministry of Environmental Protection. Ambient air quality standard (GB3095-2012)[S]. Ministry of Environmental Protection, 2012.
[26]	周亮,周成虎,杨帆,等.2000~2011年中国PM2.5时空演化特征及驱动因素解析[J]. 地理学报, 2017,72(11):2079-2092. Zhou Liang, Zhou Chenghu, Yang Fan, et al. Analysis of Temporal and Spatial Evolution Characteristics and Driving Factors of PM2.5in China from 2000 to 2011[J]. Acta Geographica Sinica, 2017,72(11):2079-2092.
[27]	Chen L, Peng S, Liu J, et al.Dry deposition velocity of total suspended particles and meteorological influence in four locations in Guangzhou, China[J]. Journal of Environmental Sciences, 2012,24(4):632-639.
[28]	Nowak D J, Hirabayashi S, Bodine A, et al. Modeled PM2.5 removal by trees in ten U.S. cities and associated health effects[J]. Environmental Pollution, 2013,178(1):395-402.
[29]	Xu W, Wu Q, Liu X, et al.Characteristics of ammonia, acid gases, and PM2.5 for three typical land-use types in the North China Plain[J]. Environmental Science and Pollution Research, 2016,23(2):1158-1172.
[30]	Yang H, Chen W, Liang Z. Impact of Land Use on PM2.5 Pollution in a Representative City of Middle China[J]. International Journal of Environmental Research and Public Health, 2017,14(5):462-476.
[31]	阳海鸥,陈文波,梁照凤.LUR模型模拟的南昌市PM2.5浓度与土地利用类型的关系[J]. 农业工程学报,2017,33(6):232-239. Yang Haiou, Chen Wenbo, Liang Zhaofeng. Relationship between PM2.5 concentration and land use type simulated by LUR model in Nanchang[J]. Transactions of the Chinese Society of Agricultural Engineering, 2017,33(6):232-239.
[32]	Ding A J, Fu C B, Yang X Q, et al. Ozone and fine particle in the western Yangtze River Delta:an overview of 1yr data at the SORPES station[J]. Atmospheric Chemistry and Physics, 2013,13(11):5813-5830.
[33]	李玉玲,刘红玉,娄彩荣,等.江苏省PM2.5时空变化及土地利用影响研究[J]. 环境科学与技术, 2016,39(8):10-15. Li Yuling, Liu Hongyu, Lou Cairong, et al. Study on temporal and spatial changes of PM2.5 and land use impact in Jiangsu province[J]. Environmental Science & Technology, 2016,39(8):10-15.
[34]	唐昀凯,刘胜华.城市土地利用类型与PM2.5浓度相关性研究——以武汉市为例[J]. 长江流域资源与环境, 2015,24(9):1458-1463. Tang Yunkai, Liu Shenghua. Study on the correlation between urban land use type and PM2.5 concentration——taking Wuhan as an example[J]. Resources and Environment in The Yangtze Basin, 2015, 24(9):1458-1463.
[35]	谢舞丹,吴健生.土地利用与景观格局对PM2.5浓度的影响——以深圳市为例[J]. 北京大学学报(自然科学版), 2017,53(1):160-170. Xie Wudan, Wu Jiansheng. The impact of land use and landscape pattern on PM2.5 concentration:A case study of Shenzhen[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2017,53(1):160-170.
[36]	张南,熊黑钢,葛秀秀,等.北京市冬季雾霾天人体呼吸高度PM2.5变化特征对气象因素的响应[J]. 环境科学, 2016,37(7):2419-2427. Zhang Nan, Xiong Heigang, Ge Xiuxiu, et al. Response of PM2.5variation characteristics of human snorkeling height to meteorological factors in winter smog days in Beijing[J]. Environmental Science, 2016,37(7):2419-2427.
[37]	曾静,王美娥,张红星.北京市夏秋季大气PM2.5浓度与气象要素的相关性[J]. 应用生态学报, 2014,25(9):2695-2699. Zeng Jing, Wang Meie, Zhang Hongxing. Correlation between atmospheric PM2.5 concentration and meteorological elements in summer and autumn in Beijing[J]. Chinese Journal of Applied Ecology, 2014,25(9):2695-2699.
[38]	张存厚,李福胜,朝鲁门,等.呼和浩特市空气质量状况及与气象因子的相关性分析[J]. 干旱区资源与环境, 2018,32(2):87-93. Zhang Cunhou, Li Fusheng, Chao Lumen, et al. Analysis of air quality status and correlation with meteorological factors in Hohhot[J]. Journal of Arid Land Resources and Environment, 2018,32(2):87-93.
[39]	杨欣,陈义珍,刘厚凤,等.北京2013年1月连续强霾过程的污染特征及成因分析[J]. 中国环境科学, 2014,34(2):282-288. Yang Xin, Chen Yizhen, Liu Houfeng, et al. Pollution characteristics and causes of continuous intensive process in Beijing in January 2013[J]. China Environmental Science, 2014,34(2):282-288.
[40]	杨庆周.京津渤地区大气污染物区域输送研究[D]. 济南:山东师范大学, 2009. Yang Qinzhou. Study on regional transportation of air pollutants in Beijing-Tianjin-Hebei Region[D]. Jinan:Shandong Normal University, 2009.
[41]	Fodha M, Zaghdoud O.Economic growth and pollutant emissions in Tunisia:An empirical analysis of the environmental Kuznets curve[J]. Energy Policy, 2010,38(2):1150-1156.
[42]	何枫,马栋栋,祝丽云.中国雾霾污染的环境库兹涅茨曲线研究——基于2001-2012年中国30个省市面板数据的分析[J]. 软科学, 2016,30(4):37-40. He Feng, Ma Dongdong, Zhu Liyun. Study on the Environmental Kuznets Curve of China's haze pollution——Based on the analysis of panel data of 30 provinces and cities in China from 2001to 2012[J]. Soft Science, 2016,30(4):37-40.
[43]	孙建如,钟韵.我国大城市PM2.5影响因素的经济分析——基于市级面板数据的实证研究[J]. 生态经济(中文版), 2015,31(3):62-65. Sun Jianru, Zhong yun. Economic Analysis of Factors Affecting PM2.5 in Big Cities of China——An Empirical Study Based on Municipal Panel Data[J]. Ecological Economy (Chinese Version), 2015,31(3):62-65.
[44]	Xie Y, Dai H, Dong H, et al. Economic impacts from PM2.5 pollution-related health effects in China:A provincial-level analysis[J]. Environmental Science and Technology, 2016,115(9):220-229.
[45]	曹彩虹,韩立岩.雾霾带来的社会健康成本估算[J]. 统计研究, 2015, 32(7):19-23. Cao Caihong, Han Liyan. Estimation of social health costs from smog[J]. Statistical Research, 2015,32(7):19-23.
[46]	谢杨,戴瀚程,花岡達也,等.PM2.5污染对京津冀地区人群健康影响和经济影响[J]. 中国人口·资源与环境, 2016,26(11):19-27. Xie Yang, Dai Hancheng, Hanaoka Tatsuya, et al. Health and economic impacts of PM2.5 pollution on population in Beijing-Tianjin-Hebei region[J]. China Population Resources and Environment, 2016,26(11):19-27.
[47]	Matus K, Nam K M, Selin N E, et al. Health damages from air pollution in China[J]. Global Environmental Change, 2012,22(1):55-66.
[48]	Wang G, Gu S J, Chen J, et al.Assessment of health and economic effects by PMpollution in Beijing:a combined exposure-response and computable general equilibrium analysis[J]. Environmental Technology, 2016,37(24):1-8.
[49]	黄德生,张世秋.京津冀地区控制PM2.5污染的健康效益评估[J]. 中国环境科学, 2013,33(1):166-1674. Huang Desheng, Zhang Shiqiu. Health benefit assessment of PM2.5 pollution control in Beijing-Tianjin-Hebei region[J]. China Environmental Science, 2013,33(1):166-1674.
[50]	Atkinson R W, Kang S, Anderson H R, et al.Epidemiological time series studies of PM2.5 and daily mortality and hospital admissions:a systematic review and meta-analysis[J]. Journal of Exposure Science and Environmental Epidemiology, 2015,25(2):208-214.
[51]	Brauer M, Freedman G, Frostad J, et al. Ambient Air Pollution Exposure Estimation for the Global Burden of Disease 2013[J]. Environmental Science and Technology, 2015,50(1):79-88.
[52]	Liang Y, Fang L, Pan H, et al.PM2.5 in Beijing -temporal pattern and its association with influenza[J]. Environmental Health A Global Access Science Source, 2014,13(1):102-110.
[53]	WHO. Air quality guidelines:global update 2005[J]. Bonn:WHO Reginal Office for Europe, 2005:9-13.
[54]	别同,韩立建,田淑芳,等.人口城市化对空气污染人群暴露贡献的定量方法研究[J]. 生态学报, 2018,38(13):1-13. Bie Tong, Han Lijian, Tian Shufang, et al. Quantitative methodology of population urbanization's contribution to air polluted population exposure[J]. Acta Ecologica Sinica, 2018,38(13):1-13.
[55]	Han L, Zhou W, Li W, et al. Impact of urbanization level on urban air quality:a case of fine particles (PM2.5) in Chinese cities[J]. Environmental Pollution, 2014,194(1):163-170.
[56]	张淑平,韩立建,周伟奇,等.城市规模对大气污染物NO2和PM2.5浓度的影响[J]. 生态学报, 2016,36(16):5049-5057. Zhang Shuping, Han Lijian, Zhou Weiqi, et al. Influence of city scale on the concentration of atmospheric pollutants NO2 and PM2.5[J]. Acta Ecologica Sinica, 2016,36(16):5049-5057.