Journal of Meteorology and Environment ›› 2022, Vol. 38 ›› Issue (2): 55-62.doi: 10.3969/j.issn.1673-503X.2022.02.007
Previous Articles Next Articles
Qing CAO1,2(),Xiao-ping GU3,Chi-peng ZHANG2,Zhen-hong CHEN1,Zhe-hong WU1
Received:
2020-12-17
Online:
2022-04-28
Published:
2022-04-24
CLC Number:
Qing CAO, Xiao-ping GU, Chi-peng ZHANG, Zhen-hong CHEN, Zhe-hong WU. Meteorological transport conditions and spatial variations of contribution source for PM2.5 in Anshun of Guizhou province[J]. Journal of Meteorology and Environment, 2022, 38(2): 55-62.
Table 1
Statistics of atmospheric pollutant concentrations in Anshun from 2015 to 2019 μg·m-3"
污染物 | 年份 | 日均值最小值 | 日均值最大值 | 平均值 | 标准偏差 | 国家二级标准 | 超标天数/d | |
2015 | 7.0 | 195.0 | 36.38 | 26.90 | 3 | |||
2016 | 4.0 | 154.0 | 22.30 | 18.56 | 1 | |||
SO2 | 2017 | 2.0 | 119.0 | 21.08 | 15.99 | 150 | 0 | |
2018 | 2.0 | 68.0 | 17.26 | 12.32 | 0 | |||
2019 | 4.0 | 92.0 | 15.23 | 11.64 | 0 | |||
2015 | 3.0 | 44.0 | 14.47 | 7.83 | 0 | |||
2016 | 4.0 | 50.0 | 15.79 | 6.74 | 0 | |||
NO2 | 2017 | 5.0 | 44.0 | 15.09 | 6.99 | 80 | 0 | |
2018 | 4.0 | 36.0 | 14.65 | 6.73 | 0 | |||
2019 | 3.0 | 45.0 | 13.0 | 6.07 | 0 | |||
2015 | 12.0 | 280.0 | 49.45 | 27.39 | 2 | |||
2016 | 6.0 | 132.0 | 38.11 | 19.71 | 0 | |||
PM10 | 2017 | 9.0 | 182.0 | 44.73 | 30.14 | 150 | 6 | |
2018 | 7.0 | 146.0 | 46.95 | 27.78 | 0 | |||
2019 | 6.0 | 108.0 | 37.70 | 19.49 | 0 | |||
2015 | 8.0 | 174.0 | 29.57 | 16.43 | 5 | |||
2016 | 4.0 | 98.0 | 26.93 | 14.94 | 3 | |||
PM2.5 | 2017 | 4.0 | 136.0 | 30.43 | 20.83 | 75 | 16 | |
2018 | 4.0 | 105.0 | 32.29 | 19.44 | 14 | |||
2019 | 4.0 | 83.0 | 28.42 | 15.44 | 3 | |||
2015 | 0.2 | 2.2 | 0.66 | 0.35 | 0 | |||
2016 | 0.3 | 1.5 | 0.67 | 0.23 | 0 | |||
CO | 2017 | 0.3 | 1.2 | 0.61 | 0.15 | 4 | 0 | |
2018 | 0.4 | 1.2 | 0.68 | 0.19 | 0 | |||
2019 | 0.2 | 1.3 | 0.61 | 0.21 | 0 | |||
2015 | 3.0 | 178.0 | 82.24 | 35.40 | 5 | |||
2016 | 11.0 | 148.0 | 78.85 | 26.62 | 0 | |||
臭氧8 h滑动均值 | 2017 | 13.0 | 154.0 | 78.31 | 29.73 | 160 | 0 | |
2018 | 8.0 | 165.0 | 82.84 | 32.64 | 4 | |||
2019 | 18.0 | 180.0 | 82.47 | 32.94 | 5 |
Table 2
Statistical results of PM2.5 cluster concentrations in each season from 2015 to 2019 in Anshun"
季节 | 轨迹聚类类型 | 主要途径区域 | 轨迹数/个 | 所有轨迹出现频率/(%) | 平均浓度/(μg·m-3) | 轨迹条数 | 污染轨迹统计平均浓度/(μg·m-3) | 本类占比/(%) |
A | 印度北部、西藏(由西向东输送)、四川南部 | 82 | 4.46 | 33.11 | 0 | 0.00 | 0.00 | |
B | 四川东南部 | 421 | 22.88 | 27.33 | 5 | 99.00 | 1.19 | |
C | 广西西部 | 340 | 18.48 | 37.44 | 2 | 90.00 | 0.59 | |
春季 | D | 云南(由西南向东北输送) | 200 | 10.87 | 35.57 | 0 | 0.00 | 0.00 |
E | 贵州东南部 | 655 | 35.60 | 31.06 | 9 | 79.67 | 1.37 | |
F | 湖北南部、湖南西北部、贵州东北部 | 142 | 7.72 | 26.94 | 0 | 0.00 | 0.00 | |
总计 | - | 1840 | 100.00 | 31.65 | 16 | 87.00 | 0.87 | |
A | 贵州东南部 | 309 | 16.79 | 20.95 | 0 | 0 | 0 | |
B | 四川东南部、贵州北部 | 350 | 19.02 | 21.24 | 0 | 0 | 0 | |
C | 广西西部 | 397 | 21.58 | 13.54 | 0 | 0 | 0 | |
夏季 | D | 云南东南部 | 114 | 6.20 | 13.51 | 0 | 0 | 0 |
E | 广西西北部 | 389 | 21.14 | 16.61 | 0 | 0 | 0 | |
F | 湖南西北部、贵州东北部 | 281 | 15.27 | 27.65 | 0 | 0 | 0 | |
总计 | - | 1840 | 100.00 | 19.05 | 0 | 0 | 0 | |
A | 湖北南部、湖南西北部、贵州东北部 | 238 | 14.00 | 38.04 | 7 | 80.86 | 2.94 | |
B | 四川东南部、贵州北部 | 260 | 15.29 | 24.93 | 0 | 0.00 | 0.00 | |
秋季 | C | 广西西北部、贵州南部 | 627 | 36.88 | 28.96 | 24 | 105.17 | 3.83 |
D | 印度东北部、缅甸北部、西藏 | 76 | 4.47 | 24.57 | 0 | 0.00 | 0.00 | |
E | 贵州东北部 | 499 | 29.35 | 34.35 | 25 | 90.96 | 5.01 | |
总计 | - | 1700 | 100.00 | 31.00 | 56 | 95.79 | 3.29 | |
A | 贵州东北部 | 907 | 50.31 | 38.79 | 56 | 89.04 | 6.17 | |
B | 伊朗南部、巴基斯坦、印度北部、西藏 | 66 | 3.66 | 33.91 | 1 | 80.00 | 1.52 | |
冬季 | C | 广西西北部、贵州南部 | 564 | 31.28 | 36.54 | 22 | 87.32 | 3.90 |
D | 印度东北部、缅甸北部、云南(由西向东输送) | 266 | 14.75 | 35.26 | 12 | 85.75 | 4.51 | |
总计 | - | 1803 | 100.00 | 37.38 | 91 | 88.09 | 5.05 |
1 |
李连喜. 大气污染的危害性分析以及防治措施[J]. 中国科技纵横, 2014, (7): 3.
doi: 10.3969/j.issn.1671-2064.2014.07.003 |
2 |
张志刚, 高庆先, 韩雪琴, 等. 中国华北区域城市间污染物输送研究[J]. 环境科学研究, 2004, 17 (1): 14- 20.
doi: 10.3321/j.issn:1001-6929.2004.01.003 |
3 |
Kim B G , Han J S , Park S U . Transport SO2 and aerosol over the Yellow Sea[J]. Atmospheric Environment, 2001, 35 (4): 727- 737.
doi: 10.1016/S1352-2310(00)00344-7 |
4 |
王秀玲, 花家嘉, 李轩, 等. 2015-2017年唐山市PM2.5重污染生消气象条件分析[J]. 气象与环境学报, 2020, 36 (4): 45- 51.
doi: 10.3969/j.issn.1673-503X.2020.04.006 |
5 | Wang Y Q , Zhang X Y , Arimoto R . The contribution from distant dust sources to the atmospheric particulate matter loadings at XiAn, China during spring[J]. Science of the Total Environment, 2006, 368 (2/3): 875- 883. |
6 |
Xu X , Akhtar U S . Identification of potential regional sources of atmospheric total gaseous mercury in Windsor, Ontario, Canada using hybrid receptor modeling[J]. Atmospheric Chemistry and Physics, 2010, 10 (15): 7073- 7083.
doi: 10.5194/acp-10-7073-2010 |
7 |
祝禄祺, 仝纪龙, 潘峰, 等. 基于HYSPLIT后向轨迹模式判断河谷型城市大气污染物来源[J]. 环境科技, 2019, 32 (5): 43- 47. 43-47, 53
doi: 10.3969/j.issn.1674-4829.2019.05.009 |
8 | Lu Z F , Streets D G , Zhang Q , et al. A novel back-trajectory analysis of the origin of black carbon transported to the Himalayas and Tibetan Plateau during 1996-2010[J]. Geophysical Research Letters, 2012, 39 (1): L011809. |
9 | Poddubny V , Nagovitsyna E , Antonov K , et al. Estimation of the atmospheric greenhouse gas spatial distribution in the Arctic using a back trajectory model[J]. Mathematical Methods in the Applied Sciences, 2019, 43 (13): 7657- 7663. |
10 | 陈乃华, 胡宝叶, 杨玉香, 等. 基于后向轨迹的平潭大气污染输送来源研究[J]. 环境污染与防治, 2019, 41 (8): 938- 945. |
11 | 周述学, 王兴, 弓中强, 等. 长江三角洲西部地区PM2.5输送轨迹分类研究[J]. 气象学报, 2017, 75 (6): 996- 1010. |
12 | 罗彪, 刘暄. 基于后向轨迹模式下的合肥市大气污染来源研究[J]. 中国科学技术大学学报, 2019, 49 (4): 321- 328. |
13 |
Liu Y Z , Wang B , Zhu Q Z , et al. Dominant synoptic patterns and their relationships with PM2.5 pollution in winter over the Beijing-Tianjin-Hebei and Yangtze River delta regions in China[J]. Journal of Meteorological Research, 2019, 33 (4): 765- 776.
doi: 10.1007/s13351-019-9007-z |
14 | 钤伟妙, 张艳品, 陈静, 等. 石家庄大气污染物输送通道及污染源区研究[J]. 环境科学学报, 2018, 38 (9): 3438- 3448. |
15 |
李义宇, 杨鸿儒, 王楠, 等. 太原市一次重污染天气过程的成因分析[J]. 气象与环境学报, 2018, 34 (2): 11- 18.
doi: 10.3969/j.issn.1673-503X.2018.02.002 |
16 |
Rana M M , Khan S M M H . Atmospheric PM in major urban areas of Bangladesh[J]. Asian Journal of Atmospheric Environment, 2020, 14 (1): 47- 61.
doi: 10.5572/ajae.2020.14.1.047 |
17 |
Shaban K B , Kadri A , Rezk E . Urban air pollution monitoring system with forecasting models[J]. IEEE Sensors Journal, 2016, 16 (8): 2598- 2606.
doi: 10.1109/JSEN.2016.2514378 |
18 |
Polissar A V , Hopke P K , Paatero P , et al. The aerosol at Barrow, Alaska: long-term trends and source locations[J]. Atmospheric Environment, 1999, 33 (16): 2441- 2458.
doi: 10.1016/S1352-2310(98)00423-3 |
19 | 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. |
20 |
Wang Y Q . MeteoInfo: GIS software for meteorological data visualization and analysis[J]. Meteorological Applications, 2014, 21 (2): 360- 368.
doi: 10.1002/met.1345 |
21 |
Hsu Y K , Holsen T M , Hopke P K . Comparison of hybrid receptor models to locate PCB sources in Chicago[J]. Atmospheric Environment, 2003, 37 (4): 545- 562.
doi: 10.1016/S1352-2310(02)00886-5 |
22 | 刘群, 钟敏文, 赵晓韵, 等. 贵阳市近地面臭氧浓度变化及时空分布特征[J]. 环保科技, 2019, 25 (5): 15- 19. |
23 |
吴古会, 张艳梅. 贵州省近10a日最大风特征分析[J]. 中低纬山地气象, 2018, 42 (2): 13- 20.
doi: 10.3969/j.issn.1003-6598.2018.02.003 |
24 | 赵晨曦, 王玉杰, 王云琦, 等. 细颗粒物PM2.5与植被关系的研究综述[J]. 生态学杂志, 2013, 32 (8): 2203- 2210. |
25 |
杨栋, 朱佳敏, 姚日升, 等. 宁波地区空气质量及大气自净能力海陆差异对比[J]. 气象与环境学报, 2019, 35 (3): 52- 59.
doi: 10.3969/j.issn.1673-503X.2019.03.007 |
26 |
Mcdonald A G , Bealey W J , Fowler D , et al. Quantifying the effect of urban tree planting on concentrations and depositions of PM10 in two UK conurbations[J]. Atmospheric Environment, 2007, 41 (38): 8455- 8467.
doi: 10.1016/j.atmosenv.2007.07.025 |
27 | 李树岭, 花丛, 赵玲, 等. 哈尔滨秋季一次持续性重污染过程分析[J]. 气象与环境学报, 2019, 35 (4): 25- 32. |
28 | 杨磊, 陈传雷, 曹世腾, 等. 2015年11月沈阳地区一次PM2.5重污染过程综合分析[J]. 气象与环境学报, 2019, 35 (3): 37- 44. |
29 | Mircea M , Stefan S , Fuzzi S . Precipitation scavenging coefficient: influence of measured aerosol and raindrop size distributions[J]. Atmospheric Environment, 2000, 34 (29/30): 5169- 5174. |
30 | 张滢滢, 陈明, 陈丽英. 海口市重污染天气潜在源分析研究[J]. 气象与环境学报, 2019, 35 (2): 107- 111. |
[1] | Hong XU, Junqing CHEN, Haijun LU, Mingkun SONG, Xiwu CHEN, Qiang GONG, Ling ZHU, Lidu SHEN. Analysis of the weather characteristics of a sand-dust event in Northern China from March 27 to 28, 2021 [J]. Journal of Meteorology and Environment, 2023, 39(4): 9-16. |
[2] | Junxiu WANG, Junjie WANG, Xiantao HAN, Caiyun YANG, Xuegong JIANG, Rong LI, Kewen ZHANG. Characterization analysis of the severe dust pollution event in Hohhot in March 2021 based on multi-source data [J]. Journal of Meteorology and Environment, 2023, 39(4): 17-24. |
[3] | Suyao WANG,Xueliang DENG,Jianlin HU,Luyu CHANG. Research on atmospheric synoptic classification of heavy pollution weather during winter half year from 2015 to 2018 in Huaibei city [J]. Journal of Meteorology and Environment, 2023, 39(4): 74-83. |
[4] | Wei WU,Tie-liang SHAN. Transport and case study of heavy air pollution in Luohe during autumn and winter using backward trajectory analysis [J]. Journal of Meteorology and Environment, 2022, 38(3): 65-74. |
[5] | Rong MAI, Yang YANG, Gen-chang FAN, Feng LV, Xiao-bo DONG, Miao LIANG, Bo YAO. Characteristics of the vertical distribution of CH4 in the troposphere in autumn in Shijiazhuang based on aircraft observations [J]. Journal of Meteorology and Environment, 2022, 38(2): 70-77. |
[6] | Hao YIN, Jun-ling TAN, Ju-yong WANG, Hong-quan LI, Lei XI, Bin WU, Ji-dong QIU. Analysis of PM2.5 concentration changes and transmission characteristics in Huzhou city [J]. Journal of Meteorology and Environment, 2021, 37(5): 20-26. |
[7] | Yu-mei LI, Xun LI, Fang-cong ZHOU. Analysis of the background differences of precipitation influenced by cold air in Hainan island [J]. Journal of Meteorology and Environment, 2020, 36(1): 43-50. |
[8] | ZHAO Lei, WU Kun-ti, CHEN Ming. Characteristics of air quality in Haikou from 2013 to 2016 and pollutant source analysis during typical pollution events [J]. Journal of Meteorology and Environment, 2019, 35(5): 63-69. |
[9] | YANG Dong, ZHU Jia-min, YAO Ri-sheng, TU Xiao-ping. Comparison of air quality and atmospheric self-purification capacity between coastal and inland areas of Ningbo [J]. Journal of Meteorology and Environment, 2019, 35(3): 52-59. |
[10] | HUO Yan-feng, DENG Xue-liang, GONG Zhong-qiang, YANG Guan-ying, SUN Qiang, ZHAI Jing, YU Cai-xia. Formation analysis of a heavy dust pollution event in the Yangtze River Delta in May 2017 [J]. Journal of Meteorology and Environment, 2019, 35(1): 26-34. |
[11] | QIU Hui-min, ZHOU Cheng-long, YANG Fan, MA Kai, YE Xiao-ting, ZHOU Xue-ying. Analysis of a typical regional sand-dust event over the eastern Tarim Basin [J]. Journal of Meteorology and Environment, 2018, 34(2): 19-27. |
[12] | CHEN Bo-li, LEI Zheng-cui, WU Jian-qiu, WU Jing-lu, HUANG Wen-yan. Analysis on a persistent haze process in Changzhou [J]. Journal of Meteorology and Environment, 2016, 32(3): 34-40. |
[13] | QI Dong-lin,ZHANG Jia-kun,LI Xiao-dong,WEI Hong-ye, WANG Li,MA Ming-liang, KONG Wei-qiang,XIAO Hong-bin,ZHANG Juan. Characteristics of air quality and its relationship with meteorological factors from 2001 to 2011 in Xi’ning [J]. Journal of Meteorology and Environment, 2014, 30(2): 51-59. |
[14] | MA Liang-chen,LIU Hai-feng, WANG Ning,LI Hang-yue. 1. Changchun Meteorological Service, Changchun 130051, China; 2.Nanjing University of Information Science &Technology, Nanjing 210044, China [J]. Journal of Meteorology and Environment, 2013, 29(6): 24-30. |
[15] | LI Qiao-yuan,TANG Ming-hui. Temporal and spatial distributions of heavy rainstorm from 1962 to 2011 in Hunan province [J]. Journal of Meteorology and Environment, 2013, 29(3): 52-57. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|