中国科学引文数据库(CSCD)来源期刊
中国科技核心期刊
环境科学领域高质量科技期刊分级目录T2级期刊
RCCSE中国核心学术期刊
美国化学文摘社(CAS)数据库 收录期刊
日本JST China 收录期刊
世界期刊影响力指数(WJCI)报告 收录期刊

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

2021年京津冀及周边地区重污染过程时空特征及潜在源区分析

王冰冰 姬亚芹 杨夏微 王淼 肖扬 石婧雯 许文举 林孜

王冰冰, 姬亚芹, 杨夏微, 王淼, 肖扬, 石婧雯, 许文举, 林孜. 2021年京津冀及周边地区重污染过程时空特征及潜在源区分析[J]. 环境工程, 2025, 43(11): 73-83. doi: 10.13205/j.hjgc.202511009
引用本文: 王冰冰, 姬亚芹, 杨夏微, 王淼, 肖扬, 石婧雯, 许文举, 林孜. 2021年京津冀及周边地区重污染过程时空特征及潜在源区分析[J]. 环境工程, 2025, 43(11): 73-83. doi: 10.13205/j.hjgc.202511009
WANG Bingbing, JI Yaqin, YANG Xiawei, WANG Miao, XIAO Yang, SHI Jingwen, XU Wenju, LIN Zi. Spatial and temporal characteristics of heavy-polluted weather and potential source areas in Beijing-Tianjin-Hebei with the surrounding area in 2021[J]. ENVIRONMENTAL ENGINEERING , 2025, 43(11): 73-83. doi: 10.13205/j.hjgc.202511009
Citation: WANG Bingbing, JI Yaqin, YANG Xiawei, WANG Miao, XIAO Yang, SHI Jingwen, XU Wenju, LIN Zi. Spatial and temporal characteristics of heavy-polluted weather and potential source areas in Beijing-Tianjin-Hebei with the surrounding area in 2021[J]. ENVIRONMENTAL ENGINEERING , 2025, 43(11): 73-83. doi: 10.13205/j.hjgc.202511009

2021年京津冀及周边地区重污染过程时空特征及潜在源区分析

doi: 10.13205/j.hjgc.202511009
基金项目: 

天津市科技计划项目(21JCYBJC00200)

详细信息
    作者简介:

    王冰冰,wangbingbing822@163.com

    通讯作者:

    姬亚芹,jiyaqin@nankai.edu.cn

Spatial and temporal characteristics of heavy-polluted weather and potential source areas in Beijing-Tianjin-Hebei with the surrounding area in 2021

  • 摘要: 国家“十四五”规划和2035年远景目标提出,要基本消除重污染天气,持续改善京津冀及周边地区的环境质量。根据2021年京津冀及周边地区大气污染物浓度数据和GDAS(global data assimilation system)气象数据,探究区域重污染时空变化特征,分析典型过程中主要气流轨迹和污染物潜在来源分布。结果表明:时间分布上,1,3月重污染日数最多,8,9月无重污染日;重污染期间首要污染物以PM2.5、PM10和O3为主。空间分布上,春、冬季在全域均发生重污染过程,夏、秋季仅局部发生;重度和严重污染天数呈空间显著聚集。典型重污染过程中,春季石家庄市PM10以东部短距离输送和西北方向长距离输送为主,夏季太原市O3以外来源排放和西北长距离输送为主,秋季鹤壁市PM2.5以本地源排放和短距离输送为主,冬季开封市PM2.5主要来自东部短距离输送。因此,应挖掘各重污染过程中首要污染物的分布特征和潜在源区,针对性制定联防联控措施,统筹协调重点区域内大气污染防治工作。
  • [1] ZHU Y Y,WANG W,GAO Y X. Assessment of emission reduction effect in Beijing,Tianjin and surrounding 26 cities from January to March in 2020 during the epidemic of COVID-19[J]. China Environmental Science,2021,41(2):505-516. 朱媛媛,汪巍,高愈霄,等. 疫情期间“2+26”城市污染减排成效评估[J]. 中国环境科学,2021,41(2):505-516.
    [2] FENG Y Y,NING M,LEI Y,et al. Defending blue sky in China:Effectiveness of the Air Pollution Prevention and Control Action Plan on air quality improvements from 2013 to 2017[J]. Journal of Environmental Management,2019,252:109603
    [3] YANG X,WANG Y,CHEN D,et al. Does the Blue Sky Defense War Policy paint the sky blue?:a case study of Beijing-Tianjin-Hebei Region,China[J]. International Journal of Environmental Research and Public Health,2021,18(23):12397.
    [4] WANG Y C,JIANG C L,HE J Y,et al. Emission reduction potential of air pollution from coal burning in the Beijing-Tianjin-Hebei air pollution transmission channel[J]. China Environmental Science,2018,38(7):2401-2405. 王彦超,蒋春来,贺晋瑜,等. 京津冀大气污染传输通道城市燃煤大气污染减排潜力[J]. 中国环境科学,2018,38(7):2401-2405.
    [5] HUANG X G,SHAO T J,ZHAO J B,et al. Influencing factors and spatial spillover effects of PM2.5 concentration in Fenwei Plain[J]. China Environmental Science,2019,39(8):3539-3548. 黄小刚,邵天杰,赵景波,等. 汾渭平原PM2.5浓度的影响因素及空间溢出效应[J]. 中国环境科学,2019,39(8):3539-3548.
    [6] WU W L,XUE W B,ZHENG Y X,et al. Diurnal regulation of VOCs may not be effective in controlling ozone pollution in China[J]. Atmospheric Environment,2021,256(8):118442.
    [7] LIU B X,LI Q,SUN R W. Pollution Characteristics and Factors Influencing the Reduction in Ambient PM2.5 in Beijing from 2018 to 2020[J]. Environmental Science,2023,44(5):2409-2420. 刘保献,李倩,孙瑞雯,等. 2018—2020年北京市大气PM2.5污染特征及改善原因[J]. 环境科学,2023,44(5):2409-2420.
    [8] Ministry of Ecology and Environment. China ecological environment status bulletin 2021[R]. Beijing:Ministry of Ecology and Environment,2022. 5. 生态环境部. 2021中国生态环境状况公报[R]. 北京:生态环境部,2022. 5.
    [9] LU X,ZHANG S J,XING J,et al. Progress of air pollution control in China and its challenges and opportunities in the ecological civilization era[J]. Engineering,2020,6(12):198-216.
    [10] SONG X H,YAN L,LIU W,et al. Spatial and temporal characteristics of PM2.5 and ozone combined pollution in Beijing-Tianjin-Hebei and surrounding areas from 2015 to 2021[J]. Environmental Science,2019,44(4):1841-1851. 宋小涵,燕丽,刘伟,等. 2015—2021年京津冀及周边地区PM2.5和臭氧复合污染时空特征分析[J]. 环境科学,2023,44(4):1841-1851.
    [11] CAI W Y,XU X D,CHENG X H,et al. Impact of“blocking” structure in the troposphere on the wintertime persistent heavy air pollution in northern China[J]. Science of the Total Environment,2020. 741:140325
    [12] JIN S Y,MA Y F,WANG Q. Analysis of a heavy air pollution process in Shenyang in 2018[J]. Environmental Engineering,2021,39(3):120-129. 金思宇,马云峰,王琦,等. 2018年沈阳市一次空气重污染过程分析[J]. 环境工程,2021,39(3):120-129.
    [13] SUN F,YAO H,LIU B X,et al. Characteristics of PM2.5 heavy pollution in Beijing-Tianjin-Hebei and surrounding areas from 2013 to 2019[J]. China Environmental Monitoring,21,37(4):46-53. 孙峰,姚欢,刘保献,等. 2013—2019年京津冀及周边地区PM2.5重污染特征[J]. 中国环境监测,2021,37(4):46-53.
    [14] YANG J H,JI Z M,KANG S C,et al. Spatiotemporal variations of air pollutants in western China and their relationship to meteorological factors and emission sources[J]. Environmental Pollution,2019,254:112952.
    [15] ZHU Y Y,GAO Y X,WANG W,et al. Evaluation of heavy pollution reduction effect in Beijing-Tianjin-Hebei and surrounding"2+26" cities from October to December 2019[J]. Journal of Environmental Sciences,2018,41(10):4402-4412. 朱媛媛,高愈霄,汪巍,等. 2019年10—12月京津冀及周边“2+26”城市重污染减排效果评估[J]. 环境科学,2020,41(10):4402-4412.
    [16] JIANG L,LI S S,YANG W J. Analysis on the characteristics of PM2. 5 in a heavy air pollution episode in Beijing in December 2015[J]. Environmental Engineering,2017,35(9):64-70. 江磊,李珊珊,杨文静,等. 2015年12月北京市一次重污染过程中PM2.5特征分析[J]. 环境工程,2017,35(9):64-70.
    [17] SHU L,WANG T,HAN H,et al. Summertime ozone pollution in the Yangtze River Delta of eastern China during 2013—2017:Synoptic impacts and source apportionment[J]. Environmental Pollution,2020,257:113631.
    [18] LI Y J,AN X Q,FAN G Z. Transport pathway and potential source area of atmospheric particulates in Beijing[J]. China Environmental Science,2019,39(3):915-927. 李颜君,安兴琴,范广洲. 北京地区大气颗粒物输送路径及潜在源分析[J]. 中国环境科学,2019,39(3):915-927.
    [19] ZHAO S. YU Y. QIN D,et al. Analyses of regional pollution and transportation of PM2.5 and ozone in the city clusters of Sichuan Basin,China[J]. Atmospheric Pollution Research,2019,10(2):374-385.
    [20] SONG X W,HAO Y P,ZHU X D,et al. Change characteristics,meteorological effects and transport sources of ozone pollution in Linfen City[J]. China Environmental Science,202,42(8):3626-3634. 宋晓伟,郝永佩,朱晓东,等. 临汾市臭氧污染变化特征、气象影响及输送源分析[J]. 中国环境科学,2022,42(8):3626-3634.
    [21] XUE W B,FU F,WANG J N,et al. Numerical simulation of PM2.5 transregional transport characteristics in China[J]. China Environmental Sciences,2014,34(6):1361-1368. 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.
    [22] Ministry of Ecology and Environment(MEE). Ambient air quality standard:GB 3095—2012[S]. Beijing:China Standards Press,2012. 生态环境部。环境空气质量标准:GB 3095—2012[S]. 北京:中国标准出版社,2012.
    [23] WANG Y Q,ZHANG X Y,DRAXLER R R. TrajStat:GIS-based software that uses various trajectory statistical analysis methods to identify potential sources from long-term air pollution measurement data[J]. Environmental Modelling& Software,2009,24(8):938-939.
    [24] KONG X,HE W,QIN N,et al. Comparison of transport pathways and potential sources of PM10,in two cities around a large Chinese lake using the modified trajectory analysis[J]. Atmospheric Research,2013,122(3):284-297.
    [25] WANG A P,ZHU B,YIN Y,et al. Aerosol concentration characteristics and potential transport source areas over the top of Huangshan Mountain in summer[J]. China Environmental Science,2014,34(4):852-861. 王爱平,朱彬,银燕,等. 黄山顶夏季气溶胶数浓度特征及其输送潜在源区[J]. 中国环境科学,2014,34(4):852-861.
    [26] HU B,LIU T,YANG Y,et al. Characteristics and formation mechanism of surface ozone in a coastal island of Southeast China:influence of sea-land breezes and regional transport[J]. Aerosol and Air Quality Research,2019,19(8):17341748.
    [27] ZHAO S,YU Y,QIN D,et al. Analyses of regional pollution and transportation of PM2.5 and ozone in the city clusters of Sichuan Basin,China[J]. Atmospheric Pollution Research,2019,10(2):374-385.
    [28] LI X F,ZHANG M J,WANG S J,et al. Change characteristics and influencing factors of air pollution index in China[J]. Environmental Science,2012,33(6):1936-1943. 李小飞,张明军,王圣杰,等. 中国空气污染指数变化特征及影响因素分析[J]. 环境科学,2012,33(6):1936-1943.
    [29] LIU X,HUANG H,ZUO J,et al. Effect of summer rainfall on removal of air pollutants[J]. Environmental Pollution and Control,2016,38(3):20-24. 刘星,黄虹,左嘉,等. 夏季降雨对大气污染物的清除影响[J]. 环境污染与防治,2016,38(3):20-24.
    [30] WANG S G,WANG J Y,ZHOU Z J,et al. Regional characteristics of three kinds of dust storm events in China[J]. Atmospheric Environment,2005,39(3):509-520.
    [31] YU Y,XIA D S,CHEN L H,et al. Change characteristics and causes of PM10 pollution in Lanzhou City[J]. Environmental Science,2010,31(1):22-28. 余晔,夏敦胜,陈雷华,等. 兰州市PM10污染变化特征及其成因分析[J]. 环境科学,2010,31(1):22-28.
    [32] WANG X X. Atmospheric chemistry[M]. Beijing:China Meteorological Press,1999. 王明星. 大气化学[M]. 北京:气象出版社. 1999.
    [33] HUANG R J,ZHANG Y,BOZZETTI C,et al. High secondary aerosol contribution to particulate pollution during haze events in China[J]. Nature,2014,514(7521),218-222.
    [34] WANG W G,LIU M Y,WANG T T,et al. Sulfate formation is dominated by manganese-catalyzed oxidation of SO2 on aerosol surfaces during haze events[J]. Nature Communications,2021,12(1),1993.
    [35] ZHANG F J,XU J,MA J Z,et al. Effect of straw burning on inorganic components of PM2.5 in the vicinity of Beijing-Tianjin-Hebei[J]. Journal of Applied Meteorological Science,2019,30(4):467-478. 张方健,徐敬,马建中,等. 京津冀周边秸秆燃烧对PM2.5无机组分影响[J]. 应用气象学报,2019,30(4):467-478.
    [36] GUO J E,LI G,LIU X H. Detection of polycyclic aromatic hydrocarbons in atmospheric PM2.5 and its carcinogenic health risk analysis in Taiyuan City in 2018 by high performance liquid chromatography[J]. Preventive Medicine Forum,2012,28(1):23-27. 郭建娥,马利刚,刘旭辉. 2018年太原市大气PM2.5中多环芳烃的高效液相色谱法检测及其致癌健康风险分析[J]. 预防医学论坛,2022,28(1):23-27.
    [37] ZHANG Q,ZHAO L Y,GUO Z W. Spatial and temporal distribution characteristics of atmospheric pollutants in Wuhan from 2017 to 2020[J]. Environmental Engineering,2023,41(2):82-90. 张晴,赵丽娅,郭志威,等. 2017—2020年武汉市大气污染物时空分布特征研究[J]. 环境工程,2023,41(2):82-90.
    [38] ZHAO S,YIN D,YU Y,et al. PM2.5 and O3 pollution during 2015—2019 over 367 Chinese cities:Spatiotemporal variations,meteorological and topographical impacts[J]. Environment Pollution,2020,264:114694.
    [39] XIE J H,LI S,XIAO Z Y. Spatiotemporal variation of total ozone in China over the past 50 years[J]. China Environmental Science,2022,42(7):2977-2987. 谢静晗,李飒,肖钟湧. 50年来中国臭氧总量的时空变化特征研究[J]. 中国环境科学,2022,42(7):2977-2987.
    [40] HU A Q,XIE X D,GONG K J,et al. Effects of climate change on summer ozone in China[J]. Environmental Science,2023,44(4):1801-1810. 胡安琪,谢晓栋,龚康佳,等. 气候变化对中国夏季臭氧影响[J]. 环境科学,2023,44(4):1801-1810.
    [41] LI L W,XIAO Z M,YANG N,et al. Extinction characteristics and sources of aerosols during heavy pollution process in Tianjin in winter 2020[J]. Journal of Environmental Sciences,2012,42(9):4158-4167. 李立伟,肖致美,杨宁,等. 天津市2020年冬季重污染过程气溶胶消光特性及其来源[J]. 环境科学,2021,42(9):4158-4167.
    [42] ZHANG Y,XU J M,WANG Y,et al. Characteristics,meteorological effects and potential source areas of persistent ozone pollution events in Beijing-Tianjin-Hebei region from 2015 to 2020[J]. Chinese Journal of Environmental Sciences,2019,43(6):2714-2721. 张莹,许建敏,汪瑶,等. 京津冀地区2015~2020年臭氧持续污染事件特征、气象影响及潜在源区分析[J]. 中国环境科学,2023,43(6):2714-2721.
    [43] WANG G C,WAG J,XIN Y J,et al. Transport routes and potential source areas of PM10 and NO2 in Tianjin[J]. China Environmental Science,2014,34(12):3009-3016. 王郭臣,王珏,信玉洁,等. 天津PM10和NO2输送路径及潜在源区研究[J]. 中国环境科学,2014,34(12):3009-3016.
    [44] ZHANG Z D,SHAO T J,HUANG X G. Characteristics and potential sources of PM2.5 pollution in Beijing-Tianjin-Hebei region in 2017[J]. Environmental Engineering,2020,38(2):99-106. 张忠地,邵天杰,黄小刚,等. 2017年京津冀地区PM2.5污染特征及潜在来源分析[J]. 环境工程,2020,38(2):99-106.
  • 加载中
计量
  • 文章访问数:  60
  • HTML全文浏览量:  18
  • PDF下载量:  0
  • 被引次数: 0
出版历程
  • 收稿日期:  2024-07-01
  • 录用日期:  2024-08-21
  • 修回日期:  2024-08-02
  • 网络出版日期:  2026-01-09

目录

    /

    返回文章
    返回