Arid Zone Research ›› 2023, Vol. 40 ›› Issue (6): 874-884.doi: 10.13866/j.azr.2023.06.03
• Weather and Climate • Previous Articles Next Articles
XU Junli1(),HAN Haidong2,WANG Jian1()
Received:
2022-09-28
Revised:
2022-11-29
Online:
2023-06-15
Published:
2023-06-21
XU Junli, HAN Haidong, WANG Jian. Recharge sources and potential source areas of atmospheric PM2.5 in Xinjiang[J].Arid Zone Research, 2023, 40(6): 874-884.
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Tab. 1
Seasonal differences of PM2.5 concentration mean and coefficient of variation in different regions of Xinjiang"
PM2.5浓度均值/(μg·m-3) | 浓度变异系数/% | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
全疆 | NA区 | NB区 | NH区 | S区 | 全疆 | NA区 | NB区 | NH区 | S区 | ||
春季 | 40.3 | 9.18 | 26.69 | 32.16 | 79.47 | 63.27 | 42.30 | 63.71 | 150.10 | 105.57 | |
夏季 | 18.57 | 6.90 | 13.94 | 15.3 | 32.2 | 23.95 | 26.32 | 18.42 | 51.84 | 47.38 | |
秋季 | 39.32 | 7.91 | 28.07 | 28.26 | 73.03 | 52.12 | 24.09 | 57.62 | 65.59 | 69.44 | |
冬季 | 86.16 | 12.24 | 96.12 | 37.16 | 74.67 | 28.75 | 63.43 | 38.52 | 34.90 | 37.22 | |
全年 | 46.13 | 9.07 | 41.2 | 28.28 | 65.01 | 69.64 | 54.55 | 94.41 | 99.78 | 84.55 |
Tab. 2
Factor analysis results of major atmospheric pollutants in different regions of Xinjiang"
新疆 | S区 | NA区 | NB区 | NH区 | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F1 | F2 | F3 | F1S | F2S | F3S | F1NA | F2NA | F3NA | F1NB | F2NB | F3NB | F1NH | F2NH | F3NH | |||||
PM2.5 | 0.44 | 0.79 | 0.30 | 0.15 | 0.97 | 0.10 | 0.20 | 0.83 | 0.05 | 0.91 | 0.31 | 0.15 | 0.18 | 0.96 | 0.06 | ||||
NO2 | 0.88 | 0.22 | 0.29 | 0.88 | 0.02 | 0.39 | 0.74 | 0.15 | 0.41 | 0.78 | 0.48 | 0.22 | 0.93 | 0.03 | -0.02 | ||||
O3 | -0.92 | -0.18 | -0.03 | -0.94 | -0.20 | -0.12 | -0.84 | -0.03 | -0.14 | -0.20 | -0.94 | 0.03 | -0.91 | -0.12 | -0.09 | ||||
CO | 0.76 | 0.37 | 0.39 | 0.73 | 0.07 | 0.57 | 0.74 | 0.13 | -0.18 | 0.76 | 0.56 | 0.16 | 0.83 | 0.06 | 0.10 | ||||
SO2 | 0.21 | 0.13 | 0.95 | 0.33 | 0.01 | 0.93 | 0.07 | 0.14 | 0.93 | 0.18 | 0.06 | 0.98 | 0.09 | 0.05 | 0.99 | ||||
PM10 | 0.15 | 0.95 | 0.04 | 0.05 | 0.98 | -0.06 | 0.01 | 0.86 | 0.14 | 0.90 | 0.19 | 0.13 | -0.01 | 0.98 | 0.01 | ||||
解释方差/% | 41.03 | 29.41 | 20.51 | 38.74 | 32.46 | 22.70 | 30.98 | 24.75 | 18.49 | 41.58 | 32.16 | 17.95 | 40.49 | 31.63 | 16.82 |
Tab. 3
Comparison of mean and coefficient of variation of PM2.5 concentration of different route sources"
路径 | NA区 | NB区 | NH区 | S区 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
路径占比 /% | 平均值 /(μg·m-3) | 变异系数 /% | 路径占比 /% | 平均值 /(μg·m-3) | 变异系数 /% | 路径占比 /% | 平均值 /(μg·m-3) | 变异系数 /% | 路径占比 /% | 平均值 /(μg·m-3) | 变异系数 /% | ||||
1 | 13.64% | 8.93 | 82.64% | 21.08% | 26.25 | 86.13% | 25.18% | 27.57 | 147.26% | 23.15% | 51.34 | 68.60% | |||
2 | 46.46% | 9.78 | 85.89% | 50.83% | 33.85 | 103.60% | 41.97% | 28.35 | 124.09% | 40.11% | 63.43 | 57.28% | |||
3 | 20.71% | 8.71 | 75.55% | 11.44% | 62.77 | 60.71% | 17.90% | 33.92 | 59.11% | 17.24% | 70.24 | 77.22% | |||
4 | 19.19% | 10.2 | 75.59% | 16.65% | 67.9 | 75.68% | 14.95% | 22.78 | 67.95% | 19.50% | 80.67 | 130.00% |
[1] |
Almeida S M, Manousakas M, Diapouli E, et al. Ambient particulate matter source apportionment using receptor modelling in European and Central Asia urban areas[J]. Environmental Pollution, 2020, 266: 115199.
doi: 10.1016/j.envpol.2020.115199 |
[2] | EEA. Air Quality in Europe 2018 Report[R]. European Environment Agency, 2018: 1977-8449. |
[3] |
Atkinson R W, Cohen A, Mehta S, et al. Systematic review and meta-analysis of epidemiological time-series studies on outdoor air pollution and health in Asia[J]. Air Quality Atmosphere and Health, 2012, 5: 383-391.
doi: 10.1007/s11869-010-0123-2 |
[4] | 张书源, 程全国, 邢红彬. 基于数据挖掘技术的PM2.5污染与居民死亡人数的暴露-反应关系[J]. 沈阳大学学报(自然科学版), 2022, 34(1): 17-23. |
[Zhang Shuyuan, Cheng Quanguo, Xing Hongbin. Exposure-response relationship between PM2.5 pollution and death toll of residents based on data mining technology[J]. Journal of Shenyang University (Natural Science), 2022, 34(1): 17-23.] | |
[5] |
Stanaway J D, Afshin A, Gakidou E, et al. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990-2017: A systematic analysis for the Global Burden of Disease Study 2017[J]. Lancet, 2018, 392(10159): 1923-1994.
doi: S0140-6736(18)32225-6 pmid: 30496105 |
[6] | 亚力昆江·吐尔逊, 迪丽努尔·塔力甫, 阿不力克木·阿布力孜, 等. 乌鲁木齐市采暖期大气PM2.5、PM10-2.5中重金属污染水平评价[J]. 新疆大学学报(自然科学版), 2010, 27(3): 338-342. |
[Yalkunjan Tursun, Dilnur Talifu, Ablikim Ablizi, et al. Pollution level of heavy metals in PM2.5 and PM10-2.5 during winter in Urumqi[J]. Journal of Xinjiang University (Natural Science Edition), 2010, 27(3): 338-342.] | |
[7] |
Yu H, Yang W, Wang X H, et al. A seriously sand storm mixed air-polluted area in the margin of Tarim Basin: Temporal-spatial distribution and potential sources[J]. Science of the Total Environment, 2019, 676: 436-446.
doi: 10.1016/j.scitotenv.2019.04.298 |
[8] | 王建, 韩海东, 许君利, 等. 天山科其喀尔冰川末端降水化学特征及控制因素[J]. 干旱区研究, 2022, 39(2): 347-358. |
[Wang Jian, Han Haidong, Xu Junli, et al. Chemical characteristics and their influencing factors of precipitation at the end of the Koxkar Glacier, Tianshan Mountains[J]. Arid Zone Research, 2022, 39(2): 347-358.] | |
[9] |
Hu H, Zhao X Y, Wang J, et al. Chemical characteristics of road dust PM2.5 fraction in oasis cities at the margin of Tarim Basin[J]. Journal of Environmental Sciences, 2020, 95: 217-224.
doi: 10.1016/j.jes.2020.03.030 |
[10] | 刘琳, 张正勇, 刘芬, 等. 天山北坡经济带城市 PM2. 5质量浓度时空分布及模拟分析[J]. 环境科学研究, 2018, 31(11): 1849-1857. |
[Liu Lin, Zhang Zhengyong, Liu Fen, et al. Spatial-temporal distribution and simulation analysis of PM2.5 concentration of the cities in the northern slope economic zone of Tianshan Mountain[J]. Research of Environmental Sciences, 2018, 31(11): 1849-1857.] | |
[11] |
Liu Y X, Teng Y, Liang S, et al. Establishment of PM10 and PM2.5 emission inventories from wind erosion source and simulation of its environmental impact based on WEPS-Models 3 in southern Xinjiang, China[J]. Atmospheric Environment, 2021, 248: 118222.
doi: 10.1016/j.atmosenv.2021.118222 |
[12] |
Meng L, Yang X H, Zhao T L, et al. Modeling study on three-dimensional distribution of dust aerosols during a dust storm over the Tarim Basin, Northwest China[J]. Atmospheric Research, 2019, 218: 285-295.
doi: 10.1016/j.atmosres.2018.12.006 |
[13] | 马明杰, 何清, 杨兴华, 等. 塔克拉玛干沙漠北缘沙尘天气起沙量的贡献研究[J]. 干旱区资源与环境, 2022, 36(7): 133-138. |
[Ma Mingjie, He Qing, Yang Xinghua, et al. Contributions of dusty weather to dust emission amounts at the northern argin of the Taklimakan Desert[J]. Journal of Arid Land Resources and Environment, 2022, 36(7): 133-138.] | |
[14] | Ge Y X, Abuduwaili J, Ma L, et al. Potential transport pathways of dust emanating from the playa of Ebinur Lake, Xinjiang, in arid Northwest China[J]. Atmospheric Research, 2016, 178: 196-206. |
[15] | 段时光, 姜楠, 杨留明, 等. 郑州市冬季大气 PM2.5 传输路径和潜在源分析[J]. 环境科学, 2019, 40(1): 86-93. |
[Duan Shiguang, Jiang Nan, Yang Liuming, et al. Transport pathways and potential sources of PM2.5 during the winter in Zhengzhou[J]. Environmental Science, 2019, 40(1): 86-93.] | |
[16] |
Huang W, Chang S Q, Xie C L, et al. Moisture sources of extreme summer precipitation events in north Xinjiang and their relation-ship with atmospheric circulation[J]. Advances in Climate Change Research, 2017, 8(1): 12-17.
doi: 10.1016/j.accre.2017.02.001 |
[17] | 高卫东. 新疆土壤元素含量特征及其对沙尘气溶胶贡献分析[J]. 干旱区资源与环境, 2008, 22(8): 155-158. |
[Gao Weidong. Analysis on element content in Xinjiang soil and contribution to dust aerosol[J]. Journal of Arid Land Resources and Environment, 2008, 22(8): 155-158.] | |
[18] |
Salmabadi H, Saeedi M. Determination of the transport routes of and the areas potentially affected by SO2 emanating from Khatoonabad copper smelter (KCS), Kerman province, Iran using HYSPLIT[J]. Atmospheric Pollution Research, 2019, 10(1): 321-333.
doi: 10.1016/j.apr.2018.08.008 |
[19] |
Zhang L, Shen F Z, Gao J L, et al. Characteristics and potential sources of black carbon particles in suburban Nanjing, China[J]. Atmospheric Pollution Research, 2020, 11(5): 981-991.
doi: 10.1016/j.apr.2020.02.011 |
[20] |
Rupakheti D, Rupakheti M, Abdullaev S F, et al. Columnar aerosol properties and radiative effects over Dushanbe, Tajikistan in Central Asia[J]. Environmental Pollution, 2020, 265: 114872.
doi: 10.1016/j.envpol.2020.114872 |
[21] |
Fedkin N M, Li C, Dickerson R R, et al. Linking improvements in sulfur dioxide emissions to decreasing sulfate wet deposition by combining satellite and surface observations with trajectory analysis[J]. Atmospheric Environment, 2019, 199: 210-223
doi: 10.1016/j.atmosenv.2018.11.039 |
[22] | 刘新春, 钟玉婷, 何清, 等. 塔克拉玛干沙漠腹地及周边地区 PM10时空变化特征及影响因素分析[J]. 中国沙漠, 2011, 31(2): 323-330. |
[Liu Xinchun, Zhong Yuting, He Qing, et al. Spatio-temporal pattern of PM10 concentration and impact factors in the hinterland and surrounding area of Taklimakan Desert[J]. Journal of Desert Research, 2011, 31(2): 323-330.] | |
[23] |
熊欢欢, 梁龙武, 曾赠, 等. 中国城市PM2.5时空分布的动态比较分析[J]. 资源科学, 2017, 39(1): 136-146.
doi: 10.18402/resci.2017.01.14 |
[Xiong Huanhuan, Liang Longwu, Zeng Zeng, et al. Dynamic analysis of PM2.5 spatial-temporal characteristics in China[J]. Resources Science, 2017, 39(1): 136-146.]
doi: 10.18402/resci.2017.01.14 |
|
[24] | 金莉莉, 李振杰, 何清, 等. 乌鲁木齐市城区和郊区近地层风速廓线[J]. 中国沙漠, 2017, 37(4): 755-769. |
[Jin Lili, Li Zhenjie, He Qing, et al. Surface layer wind speed profiles in center and suburbs of Urumqi, China[J]. Journal of Desert Research, 2017, 37(4): 755-769.] | |
[25] | 陶健红. 西北地区沙尘天气的时空特征及影响因素分析[J]. 中国沙漠, 2009, 29(2): 327-334. |
[Tao Jianhong. Spatial-temporal characteristics of sand-dust events and influencing factors in Northwest China[J]. Journal of Desert Research, 2009, 29(2): 327-334.] | |
[26] | 马勇刚, 黄粤. 基于1982—2013年NDVI数据的新疆30年植被状况季节与年际趋势分析[J]. 气候与环境研究, 2018, 23(1): 26-36. |
[Ma Yonggang, Huang Yue. Interannual and seasonal trend analysis of vegetation condition in Xinjiang based on 1982-2013 NDVI data[J]. Climatic and Environmental Research, 2018, 23(1): 26-36.] | |
[27] | 陈春艳, 王建捷, 唐冶, 等. 新疆夏季降水日变化特征[J]. 应用气象学报, 2017, 28(1): 72-85. |
[Chen Chunyan, Wang Jianjie, Tang Ye, et al. Diurnal variations of summer precipitation in Xinjiang[J]. Journal of Applied Meteorological Science, 2017, 28(1): 72-85.] | |
[28] |
Bahtebay J, Zhang F, Ariken M, et al. Evaluation of the coordinated development of urbanization-resources-environment from the incremental perspective of Xinjiang, China[J]. Journal of Cleaner Production, 2021, 325: 129309.
doi: 10.1016/j.jclepro.2021.129309 |
[29] | Gu H H, Wang G H, Zhu W, et al. Gusty wind disturbances and large-scale turbulent structures in the neutral atmospheric surface layer[J]. Science China (Physics, Mechanics & Astronomy), 2019, 62(11): 114711. |
[30] | 杨梅, 李岩瑛, 张春燕, 等. 河西走廊中东部春季沙尘暴变化特征及其典型个例分析[J]. 干旱区地理, 2021, 44(5): 1339-1349. |
[Yang Mei, Li Yanying, Zhang Chuanyan, et al. Variation characteristics of spring sandstorm and its typical case analysis in the middle east of Hexi Corridor[J]. Arid Land Geography, 2021, 44(5): 1339-1349.] | |
[31] | 徐祥德, 王寅钧, 魏文寿, 等. 特殊大地形背景下塔里木盆地夏季降水过程及其大气水分循环结构[J]. 沙漠与绿洲气象, 2014, 8(2): 1-11. |
[Xu Xiangde, Wang Yinjun, Wei Wenshou, et al. Summertime precipitation process and atmospheric water cycle over Tarim Basin under the specific large terrain background[J]. Desert and Oasis Meteorology, 2014, 8(2): 1-11.] | |
[32] |
Zhao Z Y, Cao F, Fan M Y, et al. Nitrate aerosol formation and source assessment in winter at different regions in Northeast China[J]. Atmospheric Environment, 2021, 267: 118767.
doi: 10.1016/j.atmosenv.2021.118767 |
[33] | 宋友桂, 宗秀兰, 李越, 等. 中亚黄土沉积与西风区末次冰期快速气候变化[J]. 第四纪研究, 2019, 39(3): 535-548. |
[Song Yougui, Zong Xiulan, Li Yue, et al. Loess sediments and rapid climate oscillation during the last glacial period in the westerlies-dominated Central Asia[J]. Quaternary Sciences, 2019, 39(3): 535-548.] | |
[34] | 张喆, 丁建丽, 王瑾杰. 艾比湖地区气溶胶光学特性分析[J]. 环境科学, 2020, 41(8): 3484-3491. |
[Zhang Zhe, Ding Jianli, Wang Jinjie. Aerosol optical properties over the Ebinur region[J]. Environmental Science, 2020, 41(8): 3484-3491.] | |
[35] | 刘子龙, 代斌, 崔卓彦, 等. 大气污染物浓度变化特征及潜在源分析——以乌鲁木齐为例[J]. 干旱区研究, 2021, 38(2): 562-569. |
[Liu Zilong, Dai Bin, Cui Zhuoyan, et al. Concentration characteristics and potential source of atmospheric pollutants: A case study in Urumqi[J]. Arid Zone Research, 2021, 38(2): 562-569.] | |
[36] | 杨晓玲, 李岩瑛, 陈静, 等. 河西走廊罕见强沙尘天气传输及其过程持续特征[J]. 干旱区地理, 2022, 45(5): 1415-1425. |
[Yang Xiaoling, Li Yanying, Chen Jing, et al. Transmission of rare strong dust and its process continuous characteristics in Hexi Corridor[J]. Arid Land Geography, 2022, 45(5): 1415-1425.] | |
[37] |
Chen X L, Song Y G, Li Y, et al. Provenance of sub-aerial surface sediments in the Tarim Basin, Western China[J]. Catena, 2021, 198: 105014.
doi: 10.1016/j.catena.2020.105014 |
[38] |
Zhou C L, Yang F, Mamtimin A, et al. Wind erosion events at different wind speed levels in the Tarim Basin[J]. Geomorphology, 2020, 369: 107386.
doi: 10.1016/j.geomorph.2020.107386 |
[39] |
Carvalho A C, Carvalho A, Gelpi I, et al. Influence of topography and land use on pollutants dispersion in the Atlantic coast of Iberian Peninsula[J]. Atmospheric Environment, 2006, 40: 3969-3982.
doi: 10.1016/j.atmosenv.2006.02.014 |
[40] |
Li X, Xia X G, Zhong S Y, et al. Shallow foehn on the northern leeside of Tianshan Mountains and its influence on atmospheric boundary layer over Urumqi, China: A climatological study[J]. Atmospheric Research, 2020, 240: 104940.
doi: 10.1016/j.atmosres.2020.104940 |
[41] |
Wang W, Samat A, Abuduwaili J, et al. Temporal characterization of sand and dust storm activity and its climatic and terrestrial drivers in the Aral Sea region[J]. Atmospheric Research, 2022, 275: 106242.
doi: 10.1016/j.atmosres.2022.106242 |
[42] |
Sun W T, Gao X, Lei J Q. Shaping effects of sand flow channels on aeolian geomorphology-a case study of the Badain Jaran, Tengger, and Ulan Buh Deserts, northern China[J]. Catena, 2022, 214: 106255.
doi: 10.1016/j.catena.2022.106255 |
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