[1] LANG J L, ZHANG Y Y, ZHOU Y, et al. Trends of PM2.5 and chemical composition in Beijing, 2000–2015 [J]. Aerosol and Air Quality Research, 2017, 17(2): 412-425. doi: 10.4209/aaqr.2016.07.0307
[2] HUANG H T, GAO L R, XIA D, et al. Characterization of short- and medium-chain chlorinated paraffins in outdoor/indoor PM10/PM2.5/PM1.0 in Beijing, China [J]. Environmental Pollution, 2017, 225: 674-680. doi: 10.1016/j.envpol.2017.03.054
[3] ZHOU Y, CHENG S Y, CHEN D S, et al. Temporal and spatial characteristics of ambient air quality in Beijing, China [J]. Aerosol and Air Quality Research, 2015, 15(5): 1868-1880. doi: 10.4209/aaqr.2014.11.0306
[4] 邵龙义, 王文华, 幸娇萍, 等. 大气颗粒物理化特征和影响效应的研究进展及展望 [J]. 地球科学, 2018, 43(5): 1691-1708. SHAO L Y, WANG W H, XING J P, et al. Physicochemical characteristics and effects of airborne particles: Research progress and prospects [J]. Earth Science, 2018, 43(5): 1691-1708(in Chinese).
[5] SUN Y L, WANG Z F, DU W, et al. Long-term real-time measurements of aerosol particle composition in Beijing, China: Seasonal variations, meteorological effects, and source analysis [J]. Atmospheric Chemistry and Physics, 2015, 15(17): 10149-10165. doi: 10.5194/acp-15-10149-2015
[6] WANG Q Q, SUN Y L, JIANG Q, et al. Chemical composition of aerosol particles and light extinction apportionment before and during the heating season in Beijing, China [J]. Journal of Geophysical Research:Atmospheres, 2015, 120(24): 12708-12722. doi: 10.1002/2015JD023871
[7] 赵清, 李杏茹, 王国选, 等. 运城秋冬季大气细粒子化学组成特征及来源解析 [J]. 环境科学, 2021, 42(4): 1626-1635. doi: 10.13227/j.hjkx.202008304 ZHAO Q, LI X R, WANG G X, et al. Chemical composition and source analysis of PM2.5 in Yuncheng, Shanxi Province in autumn and winter [J]. Environmental Science, 2021, 42(4): 1626-1635(in Chinese). doi: 10.13227/j.hjkx.202008304
[8] 任秀龙, 胡伟, 吴春苗, 等. 华北南部重污染城市周边区域二次气溶胶的化学特征及来源解析[J]. 环境科学, 2022, 43(3):1159-1169. REN X L, HU W, WU C M, et al. Chemical characteristics and source analysis of secondary aerosols around heavily polluted cities in southern North China[J]. Environmental Science, 2022, 43(3):1159-1169(in Chinese).
[9] SKILES M J, LAI A M, OLSON M R, et al. Source apportionment of PM2.5 organic carbon in the San Joaquin Valley using monthly and daily observations and meteorological clustering [J]. Environmental Pollution, 2018, 237: 366-376. doi: 10.1016/j.envpol.2018.02.055
[10] 武振晓. 民用燃煤排放颗粒物的单颗粒演变特征及金属元素组成[D]. 邯郸: 河北工程大学, 2021. WU Z X. Single particle evolution characteristics and metal element composition of particulate matter emitted from civil coal combustion [D]. Handan: Hebei University of Engineering, 2021(in Chinese).
[11] 薛凡利, 牛红亚, 武振晓, 等. 邯郸市PM2.5中碳组分的污染特征及来源分析 [J]. 中国环境科学, 2020, 40(5): 1885-1894. doi: 10.3969/j.issn.1000-6923.2020.05.004 XUE F L, NIU H Y, WU Z X, et al. Pollution characteristics and sources of carbon components in PM2.5 in Handan City [J]. China Environmental Science, 2020, 40(5): 1885-1894(in Chinese). doi: 10.3969/j.issn.1000-6923.2020.05.004
[12] 关攀博, 周颖, 程水源, 等. 典型重工业城市空气重污染过程特征与来源解析 [J]. 中国环境科学, 2020, 40(1): 31-40. doi: 10.3969/j.issn.1000-6923.2020.01.004 GUAN P B, ZHOU Y, CHENG S Y, et al. Characteristics of heavy pollution process and source appointment in typical heavy industry cities [J]. China Environmental Science, 2020, 40(1): 31-40(in Chinese). doi: 10.3969/j.issn.1000-6923.2020.01.004
[13] 刘召策, 袁琦, 胡伟, 等. 邯郸市冬季一次霾过程中细颗粒物化学组分的污染特征及消光贡献 [J]. 地球化学, 2020, 49(3): 298-305. doi: 10.19700/j.0379-1726.2019.05.012 LIU Z C, YUAN Q, HU W, et al. Pollution characteristics and extinction contribution of chemical composition in fine particulate matter during a winter haze episode in Handan [J]. Geochimica, 2020, 49(3): 298-305(in Chinese). doi: 10.19700/j.0379-1726.2019.05.012
[14] 邓靓, 韩新宇, 施择, 等. 云南低纬度高原城市大气PM2.5中水溶性离子特征及来源分析 [J]. 环境化学, 2020, 39(12): 3306-3317. DENG L, HAN X Y, SHI Z, et al. Characteristics and source analysis of water soluble ions in atmospheric PM2.5 in low latitude plateau cities of Yunnan Province [J]. Environmental Chemistry, 2020, 39(12): 3306-3317(in Chinese).
[15] 周变红, 王锦, 曹夏, 等. 宝鸡市冬季碳质气溶胶污染特征及来源解析 [J]. 环境化学, 2020, 39(12): 3336-3345. ZHOU B H, WANG J, CAO X, et al. Characteristics and sources of carbon fractions during winter in Baoji City [J]. Environmental Chemistry, 2020, 39(12): 3336-3345(in Chinese).
[16] 黄华斌, 林承奇, 胡恭任, 等. 基于PMF模型的九龙江流域农田土壤重金属来源解析 [J]. 环境科学, 2020, 41(1): 430-437. doi: 10.13227/j.hjkx.201907156 HUANG H B, LIN C Q, HU G R, et al. Source appointment of heavy metals in agricultural soils of the Jiulong River Basin based on positive matrix factorization [J]. Environmental Science, 2020, 41(1): 430-437(in Chinese). doi: 10.13227/j.hjkx.201907156
[17] 王芳龙, 李忠勤, 杨宏, 等. 天水市大气颗粒物输送通道及污染源区研究 [J]. 环境化学, 2020, 39(9): 2371-2383. doi: 10.7524/j.issn.0254-6108.2019061705 WANG F L, LI Z Q, YANG H, et al. Study on atmospheric particulate matter transport channel and pollution source area in Tianshui City [J]. Environmental Chemistry, 2020, 39(9): 2371-2383(in Chinese). doi: 10.7524/j.issn.0254-6108.2019061705
[18] 赵倩彪, 胡鸣, 张懿华. 利用后向轨迹模式研究上海市PM2.5来源分布及传输特征 [J]. 环境监测管理与技术, 2014, 26(4): 22-26. doi: 10.3969/j.issn.1006-2009.2014.04.006 ZHAO Q B, HU M, ZHANG Y H. Study of source distribution and transportation characteristics of PM2.5in Shanghai using backward trajectory model [J]. The Administration and Technique of Environmental Monitoring, 2014, 26(4): 22-26(in Chinese). doi: 10.3969/j.issn.1006-2009.2014.04.006
[19] 符传博, 丹利, 佟金鹤. 2017年秋季海口市一次持续空气污染过程特征及成因分析 [J]. 环境化学, 2021, 40(4): 1048-1058. doi: 10.7524/j.issn.0254-6108.2019112704 FU C B, DAN L, TONG J H. Characteristics and source analysis of a multi-day air pollution episode in Haikou City in autumn 2017 [J]. Environmental Chemistry, 2021, 40(4): 1048-1058(in Chinese). doi: 10.7524/j.issn.0254-6108.2019112704
[20] 杜艳伟, 程建光, 吴一钢, 等. 青岛市外源PM2.5传输路径及潜在污染源区 [J]. 城市环境与城市生态, 2015, 28(4): 11-14. DU Y W, CHENG J G, WU Y G, et al. Transportation pathways and potential sources of external PM2.5 in Qingdao City [J]. Urban Environment & Urban Ecology, 2015, 28(4): 11-14(in Chinese).
[21] 张晗宇, 程水源, 姚森, 等. 2016年10~11月期间北京市大气颗粒物污染特征与传输规律 [J]. 环境科学, 2019, 40(5): 1999-2009. doi: 10.13227/j.hjkx.201810228 ZHANG H Y, CHENG S Y, YAO S, et al. Pollution characteristics and regional transport of atmospheric particulate matter in Beijing from October to November, 2016 [J]. Environmental Science, 2019, 40(5): 1999-2009(in Chinese). doi: 10.13227/j.hjkx.201810228
[22] 符传博, 丹利, 唐家翔, 等. 基于轨迹模式分析海口市大气污染的输送及潜在源区 [J]. 环境科学学报, 2020, 40(1): 36-42. doi: 10.13671/j.hjkxxb.2019.0244 FU C B, DAN L, TANG J X, et al. Analysis of air polluted transportation and potential source in Haikou City based on trajectory model [J]. Acta Scientiae Circumstantiae, 2020, 40(1): 36-42(in Chinese). doi: 10.13671/j.hjkxxb.2019.0244
[23] ZONG Z, WANG X P, TIAN C G, et al. Source apportionment of PM2.5 at a regional background site in North China using PMF linked with radiocarbon analysis: Insight into the contribution of biomass burning [J]. Atmospheric Chemistry and Physics, 2016, 16(17): 11249-11265. doi: 10.5194/acp-16-11249-2016
[24] REN B, XIE P H, XU J, et al. Use of the PSCF method to analyze the variations of potential sources and transports of NO2, SO2, and HCHO observed by MAX-DOAS in Nanjing, China during 2019 [J]. Science of the Total Environment, 2021, 782: 146865. doi: 10.1016/j.scitotenv.2021.146865
[25] 刘子杨, 彭倩倩, 王新雨, 等. 青岛市秋冬季PM1中含碳组分污染特征与来源分析//中国环境科学学会. 2020中国环境科学学会科学技术年会论文集(第一卷)[C]. 中国环境科学学会, 中国环境科学学会, 2020: 7. LIU Z Y, PENG Q Q, WANG X Y, et al. Pollution characteristics and source analysis of carbon components in PM1 in autumn and winter in Qingdao//Chinese society of Environmental Sciences. Proceedings of 2020 annual meeting of science and technology of Chinese society of Environmental Sciences (Volume Ⅰ)[C]. Chinese society of Environmental Sciences, Chinese society of Environmental Sciences, 2020: 7(in Chinese).
[26] 常毅, 刘得守, 刘文君. 兰州城市大气中PM1.0污染特征研究 [J]. 中国环境监测, 2020, 36(4): 45-52. CHANG Y, LIU D S, LIU W J. Study on the pollution characteristics of PM1.0 in Lanzhou City [J]. Environmental Monitoring in China, 2020, 36(4): 45-52(in Chinese).
[27] 黄伟, 熊桂洪, 王军, 等. 重庆地区环境空气中PM1监测对比分析 [J]. 环境科学与技术, 2020, 43(8): 90-94. HUANG W, XIONG G H, WANG J, et al. Comparative analysis of PM1 monitoring in the ambient air of Chongqing [J]. Environmental Science & Technology, 2020, 43(8): 90-94(in Chinese).
[28] 洪达驰, 张金谱, 裴成磊, 等. 广州市环境空气PM1冬季比对研究 [J]. 环境科学导刊, 2019, 38(6): 51-57. HONG D C, ZHANG J P, PEI C L, et al. Comparative research on ambient air PM1 in winter in Guangzhou [J]. Environmental Science Survey, 2019, 38(6): 51-57(in Chinese).
[29] 丁净, 唐颖潇, 郝天依, 等. 天津市冬季空气湿度对PM2.5和能见度的影响 [J]. 环境科学, 2021, 42(11): 5143-5151. DING J, TANG Y X, HAO T Y, et al. Impact of air humidity on PM2.5 mass concentration and visibility during winter in Tianjin [J]. Environmental Science, 2021, 42(11): 5143-5151(in Chinese).
[30] 张毓秀, 任万辉, 王嘉禾, 等. 沈阳市冬季不同污染程度PM2.5中OC和EC污染特征 [J]. 中国环境科学, 2021, 41(7): 3066-3075. doi: 10.3969/j.issn.1000-6923.2021.07.008 ZHANG Y X, REN W H, WANG J H, et al. Characteristics of organic carbon(OC) and elemental carbon(EC) under different pollution levels of PM2.5 during winter in Shenyang [J]. China Environmental Science, 2021, 41(7): 3066-3075(in Chinese). doi: 10.3969/j.issn.1000-6923.2021.07.008
[31] 冯炎鹏, 张军科, 黄小娟, 等. 成都夏冬季PM2.5中水溶性无机离子污染特征 [J]. 环境科学, 2020, 41(7): 3012-3020. FENG Y P, ZHANG J K, HUANG X J, et al. Pollution characteristics of water-soluble inorganic ions in Chengdu in summer and winter [J]. Environmental Science, 2020, 41(7): 3012-3020(in Chinese).
[32] 蒋惠梦, 肖寒, 宋河, 等. 武汉市冬季灰霾期PM2.5中水溶性无机离子的特征 [J]. 南京信息工程大学学报(自然科学版), 2018, 10(5): 590-598. JIANG H M, XIAO H, SONG H, et al. Characteristics of water-soluble inorganic ions in PM2.5 during a winter haze episode in Wuhan City [J]. Journal of Nanjing University of Information Science & Technology (Natural Science Edition), 2018, 10(5): 590-598(in Chinese).
[33] WANG J, ZHANG J S, LIU Z J, et al. Characterization of chemical compositions in size-segregated atmospheric particles during severe haze episodes in three mega-cities of China [J]. Atmospheric Research, 2017, 187: 138-146. doi: 10.1016/j.atmosres.2016.12.004
[34] ZHAO Q B, HUO J T, YANG X, et al. Chemical characterization and source identification of submicron aerosols from a year-long real-time observation at a rural site of Shanghai using an Aerosol Chemical Speciation Monitor [J]. Atmospheric Research, 2020, 246: 105154. doi: 10.1016/j.atmosres.2020.105154
[35] 李越洋, 姬亚芹, 张军, 等. 盘锦市冬季大气PM2.5元素污染特征及来源解析 [J]. 环境化学, 2019, 38(8): 1891-1898. doi: 10.7524/j.issn.0254-6108.2018102802 LI Y Y, JI Y Q, ZHANG J, et al. Pollution characteristics and source apportionment of elements in PM2.5 during winter in Panjin City [J]. Environmental Chemistry, 2019, 38(8): 1891-1898(in Chinese). doi: 10.7524/j.issn.0254-6108.2018102802
[36] ZÍKOVÁ N, WANG Y G, YANG F M, et al. On the source contribution to Beijing PM2.5 concentrations [J]. Atmospheric Environment, 2016, 134: 84-95. doi: 10.1016/j.atmosenv.2016.03.047
[37] YOU S M, YAO Z Y, DAI Y J, et al. A comparison of PM exposure related to emission hotspots in a hot and humid urban environment: Concentrations, compositions, respiratory deposition, and potential health risks [J]. Science of the Total Environment, 2017, 599/600: 464-473. doi: 10.1016/j.scitotenv.2017.04.217
[38] HU W, HU M, HU W W, et al. Seasonal variations in high time-resolved chemical compositions, sources, and evolution of atmospheric submicron aerosols in the megacity Beijing [J]. Atmospheric Chemistry and Physics, 2017, 17(16): 9979-10000. doi: 10.5194/acp-17-9979-2017
[39] LI Y Y, CHANG M, DING S S, et al. Monitoring and source apportionment of trace elements in PM2.5: Implications for local air quality management [J]. Journal of Environmental Management, 2017, 196: 16-25.
[40] TOBLER A, BHATTU D, CANONACO F, et al. Chemical characterization of PM2.5 and source apportionment of organic aerosol in New Delhi, India [J]. Science of the Total Environment, 2020, 745: 140924. doi: 10.1016/j.scitotenv.2020.140924
[41] 刘素, 马彤, 杨艳, 等. 太原市冬季PM2.5化学组分特征与来源解析 [J]. 环境科学, 2019, 40(4): 1537-1544. LIU S, MA T, YANG Y, et al. Chemical composition characteristics and source apportionment of PM2.5 during winter in Taiyuan [J]. Environmental Science, 2019, 40(4): 1537-1544(in Chinese).
[42] 刘慧, 夏敦胜, 陈红, 等. 2017年兰州市大气污染物输送来源及传输特征模拟分析 [J]. 环境科学研究, 2019, 32(6): 993-1000. doi: 10.13198/j.issn.1001-6929.2019.01.08 LIU H, XIA D S, CHEN H, et al. Simulation analysis of sources and transmission characteristics of air pollutants in Lanzhou City in 2017 [J]. Research of Environmental Sciences, 2019, 32(6): 993-1000(in Chinese). doi: 10.13198/j.issn.1001-6929.2019.01.08
[43] ZHANG Y Y, LANG J L, CHENG S Y, et al. Chemical composition and sources of PM1 and PM2.5 in Beijing in autumn [J]. Science of the Total Environment, 2018, 630: 72-82. doi: 10.1016/j.scitotenv.2018.02.151
[44] ZONG Z, WANG X P, TIAN C G, et al. PMF and PSCF based source apportionment of PM2.5 at a regional background site in North China [J]. Atmospheric Research, 2018, 203: 207-215. doi: 10.1016/j.atmosres.2017.12.013