[1] 姜华, 高健, 李红, 等. 我国大气污染协同防控理论框架初探[J]. 环境科学研究, 2022, 35(3): 601-610. JIANG H, GAO J, LI H, et al. Preliminary research on theoretical framework of cooperative control of air pollution in China[J]. Research of Environmental Sciences, 2022, 35(3): 601-610 (in Chinese).
[2] 陆香怡. 基于城市空气质量数据的中国绿色发展成效评价[J]. 中国统计, 2021(6): 33-36. LU X Y. Evaluation of green development effect in China based on urban air quality data[J]. China Statistics, 2021(6): 33-36 (in Chinese).
[3] 刁刘丽, 李森, 刘保双, 等. 驻马店市区采暖季PM2.5时间和空间来源解析研究[J]. 环境科学研究, 2021, 34(1): 79-91. DIAO LL, LI S, LIU B S, et al. Temporal and spatial source apportionment during the heating period Zhumadian[J]. Research of Environmental Sciences, 2021, 34(1): 79-91 (in Chinese).
[4] 刘笑杰, 王丽丽, 何博汶, 等. 长江经济带PM2.5时空演变及影响因素分析[J]. 长江流域资源与环境, 2022, 31(3): 647-658. LIU X J, WANG L L, HE B W, et al. Spatiotemporal evolution and drivers of PM2.5 in the Yangtze River economic belt[J]. Resources and Environment in the Yangtze Basin, 2022, 31(3): 647-658 (in Chinese).
[5] 沈嵩, 刘蕾, 温维, 等. 北京及周边地区夏季PM2.5中含碳组分污染特征与来源解析[J]. 环境工程, 2022, 40(2): 71-80. SHEN S, LIN L, WEN W, et al. Pollution characterization and source analysis of carbon components of PM2.5 in Beijing and surrounding areas in summer[J]. Environmental Engineering, 2022, 40(2): 71-80 (in Chinese).
[6] 张扬, 王红磊, 刘安康, 等. 南京市不同天气过程下颗粒物中水溶性离子分布特征及其来源解析[J]. 环境科学, 2021, 42(2): 564-573. ZHANG Y, WANG H L, LIU A, et al. Distribution characteristics and source analysis of Water-soluble ions in particulate matter under different weather processes in Nanjing[J]. Environmental Science, 2021, 42(2): 564-573 (in Chinese).
[7] 唐贵谦, 刘钰婷, 高文康, 等. 警惕大气污染和碳排放向西北迁移[J]. 中国科学院院刊, 2022, 37(2): 230-237. TANG G Q, LIU Y T, GAO W K, et al. Alert to the migration of air pollution and carbon emission to northwest China[J]. Bulletin of Chinese Academy of Sciences, 2022, 37(2): 230-237 (in Chinese).
[8] 王怡. 西安秋冬季PM2.5污染特征及化石燃料燃烧等源贡献演变[D]. 西安: 中国科学院地球环境研究所, 2022. WANG Y. Characteristics of PM2.5 pollution and evolution of fossil fuel combustion and other source in autumn and winter at Xi 'an[D]. Xi 'an: Institute of Earth Environment, Chinese Academy of Sciences, 2022(in Chinese).
[9] 蒋慧敏, 李忠勤, 张昕, 等. 兰州市冬夏季大气PM2.5化学组分特征及来源分析[J]. 环境科学学报, 2021, 41(5): 1690-1702. JIANG H M, LI Z Q, ZHANG X, et al. Chemical components characteristics and source analysis of PM2.5 over Lanzhou city in winter and summer[J]. Acta Scientiae Circumstantiae, 2021, 41(5): 1690-1702 (in Chinese).
[10] 徐建伟, 王晓丽, 于高峰, 等. 西宁冬季PM2.5中碳质组分与水溶性离子特征分析[J]. 环境工程, 2018, 36(8): 98-101,112. XU J W, WANG X L, YU G F, et al. Analysis of carbon components and water-soluble ions in pm2.5 of Xining during winter[J]. Environmental Engineering, 2018, 36(8): 98-101,112 (in Chinese).
[11] 蒙晓瑞. 酒泉市大气颗粒物PM10、PM2.5中无机元素污染特征研究和来源解析[D]. 兰州: 兰州交通大学, 2020. MENG X R. Pollution characteristics and source analysis of inorganic elements in atmospheric PM10 and PM2.5 in Jiuquan city[D]. Lanzhou: Lanzhou Jiatong University, 2020 (in Chinese).
[12] 李雅薇, 马利邦, 方芳, 等. 乡村人居环境质量评价及其分区治理对策研究——基于甘肃省金昌市村庄调查截面数据[J]. 湖南师范大学自然科学学报, 2022, 45(1): 20-31. doi: 10.7612/j.issn.1000-2537.2022.1.hnsfdx-zr202201003 LI Y W, MA L B, FANG F, et al. Research on the evaluation of rural human settlement quality and district governance countermeasures: based on the cross-sectional date of village survey in Jinchang city, gansu province[J]. Journal of Natural Science of Hunan Normal University, 2022, 45(1): 20-31 (in Chinese). doi: 10.7612/j.issn.1000-2537.2022.1.hnsfdx-zr202201003
[13] 王帅, 丁俊男, 王瑞斌, 等. 关于我国环境空气质量监测点位设置的思考[J]. 环境与可持续发展, 2012, 37(4): 21-25. WANG S, DING J N, WANG R B, et al. Study on the settings of ambient air quality monitoring sites in China[J]. Environment and Sustainable Development, 2012, 37(4): 21-25 (in Chinese).
[14] 李世雄. 甘肃省金昌市主要污染物以及重金属污染物环境健康风险评价[D]. 兰州: 兰州大学, 2013. LI S X. Health risk assessment of major pollutants and heavy metals in Jinchang city, Gansu Province[D]. Lanzhou: Lanzhou University, 2013 (in Chinese).
[15] 折远洋, 陈青雁, 李忠勤, 等. 甘肃南部典型城镇PM2.5浓度及水溶性离子特征分析[J]. 环境科学学报, 2022, 42(7): 53-62. SHE Y Y, CHEN Q Y, LI Z Q, et al. Characteristics of PM2.5 concentration and Water-soluble ions in the typical town of southern Gansu[J]. Acta Scientiae Circumstantiae, 2022, 42(7): 53-62 (in Chinese).
[16] 李朝阳, 袁亮, 张小玲, 等. 成都碳质气溶胶变化特征及二次有机碳的估算[J]. 中国环境科学, 2022, 42(6): 2504-2513. LI Z Y, YUAN L, ZHANG X L, et al. Characteristics of carbonaceous aerosols and estimation of secondary organic carbon in Chengdu[J]. China Environmental Science, 2022, 42(6): 2504-2513 (in Chinese).
[17] 肖德安, 徐浩, 池继松, 等. 贵阳市城区PM10和PM2.5水溶性离子特征分析[J]. 中国环境监测, 2021, 37(4): 65-74. XIAO D A, XU H, C J S, et al. Characteristics of water-soluble ions in PM10 and PM2.5 in urban areas of Guiyang City[J]. Environmental Monitoring in China, 2021, 37(4): 65-74 (in Chinese).
[18] STEIN A F, DRAXLER R R, ROLPH G D, et al. NOAA’s HYSPLIT atmospheric transport and dispersion modeling system[J]. Bulletin of the American Meteorological Society, 2015, 96(12): 2059-2077. doi: 10.1175/BAMS-D-14-00110.1
[19] 高阳, 韩永贵, 黄晓宇, 等. 基于后向轨迹模式的豫南地区冬季PM2.5来源分布及传输分析[J]. 环境科学研究, 2021, 34(3): 538-548. GAO Y, HAN Y G, HUANG X Y, et al. PM2.5 source distribution and transmission in winter in southern Henan Province based on backward trajectory model[J]. Research in Environmental Sciences, 2021, 34(3): 538-548 (in Chinese).
[20] 王郭臣, 王东启, 陈振楼. 北京冬季严重污染过程的PM2.5污染特征和输送路径及潜在源区[J]. 中国环境科学, 2016, 36(7): 1931-1937. WANG G C, WANG D Q, CHEN Z L. Characteristics and transportation pathways and potential sources of a severe PM2.5 episodes during winter in Beijing[J]. China Environmental Science, 2016, 36(7): 1931-1937 (in Chinese).
[21] 蒋轶伦, 张锋, 欧阳静静. 某钢厂大气PM2.5污染特征与潜在源区贡献分析[J]. 环境科学导刊, 2019, 38(3): 41-47,52. JIANG Y L, ZHANG F, OU Y J J. Analysis of pollution characteristics and Potential source Contribution of ambient PM2.5 in an iron and Steel Factory[J]. Environmental Science Guide, 2019, 38(3): 41-47,52 (in Chinese).
[22] PAATERO P, TAPPER U. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values[J]. Environmetrics, 1994, 5(2): 111-126. doi: 10.1002/env.3170050203
[23] 李娇, 滕彦国, 吴劲, 等. 基于PMF模型及地统计法的乐安河中上游地区土壤重金属来源解析[J]. 环境科学研究, 2019, 32(6): 984-992. LI J, TENG Y G, WU J, et al. Source apportionment of soil heavy metal in the middle and upper reaches of le’an river based on PMF model and geostatistics[J]. Research of Environmental Sciences, 2019, 32(6): 984-992 (in Chinese).
[24] PAATERO P. Least squares formulation of robust non-negative factor analysis[J]. Chemometrics and Intelligent Laboratory Systems, 1997, 37(1): 23-35. doi: 10.1016/S0169-7439(96)00044-5
[25] 张夏夏, 袁自冰, 郑君瑜, 等. 大气污染物监测数据不确定度评估方法体系建立及其对PMF源解析的影响分析[J]. 环境科学学报, 2019, 39(1): 95-104. ZHANG X X, YUAN Z B, ZHENG J Y, et al. Establishment of an uncertainty assessment framework for atmospheric pollutant monitoring data and its impact on PMF source apportionment[J]. Acta Scientiae Circumstantiae, 2019, 39(1): 95-104 (in Chinese).
[26] MAENHAUT W, SCHWARZ J, CAFMEYER J, et al. Aerosol chemical mass closure during the EUROTRAC-2 AEROSOL Intercomparison 2000[J]. Nuclear Instruments and Methods in Physics Research Section B:Beam Interactions With Materials and Atoms, 2002, 189(1/2/3/4): 233-237.
[27] 矫健. 我国中东部背景地区大气气溶胶PM10理化特征及来源分析[D]. 南京: 南京信息工程大学, 2021. JIAO J. The characteristics and source of PM10 at background stations of eastern China[D]. Nanjing: Nanjing University of Information Science and Technology, 2021 (in Chinese).
[28] 卢江涛, 彭章娥, 刘琳. 上海市PM2.5浓度特征及影响因素分析[J]. 应用技术学报, 2022, 22(1): 61-66. LU J T, PENG Z E, LIU L. Characteristics and influencing factors of PM2.5 concentration in Shanghai[J]. Journal of Technology, 2022, 22(1): 61-66 (in Chinese).
[29] 潘勇, 郑捷, 肖航. 长三角地区典型 PM2.5污染过程和跨区域传输对宁波污染贡献评估模拟[J]. 环境科学, 2023, 44(2): 634-645. PAN Y, ZHENG J, XIAO H. Simulation evaluation of the contribution of typical PM2.5 pollution and trans-regional transport to Ningbo pollution in the Yangtze River Delta[J]. Environmental Science, 2023, 44(2): 634-645 (in Chinese).
[30] 吴丹, 蔺少龙, 杨焕强, 等. 杭州市PM2.5中水溶性离子的污染特征及其消光贡献[J]. 环境科学, 2017, 38(7): 2656-2666. WU D, LIN S L, YANG H Q, et al. Pollution characteristics and light extinction contribution of water-soluble ions of PM2.5 in Hangzhou[J]. Environmental Science, 2017, 38(7): 2656-2666 (in Chinese).
[31] 贺瑶, 韩秀秀, 黄晓虎, 等. 南京市不同功能区冬季大气PM2.5分布特征及其来源解析[J]. 环境科学学报, 2021, 41(3): 830-841. HE Y, HAN X X, HUANG X H, et al. Distribution characteristics and source apportionment of atmospheric PM2.5 in winter season from different functional areas of Nanjing[J]. Acta Scientiae Circumstantiae, 2021, 41(3): 830-841 (in Chinese).
[32] 张智胜, 陶俊, 谢绍东, 等. 成都城区PM2.5季节污染特征及来源解析[J]. 环境科学学报, 2013, 33(11): 2947-2952. ZHANG Z S, TAO J, XIE S D, et al. Seasonal variations and source apportionment of PM2.5 at urban area of Chengdu[J]. Acta Scientiae Circumstantiae, 2013, 33(11): 2947-2952 (in Chinese).
[33] 余家燕, 王军, 许丽萍, 等. 重庆城区PM2.5化学组分特征及季节变化[J]. 环境工程学报, 2017, 11(12): 6372-6378. YU J Y, WANG J, XU L P, et al. Characteristics of chemical components of PM2.5 and its seasonal variations in Chongqing urban area[J]. Chinese Journal of Environmental Engineering, 2017, 11(12): 6372-6378 (in Chinese).
[34] 张娜, 周国富, 黄启芬, 等. 贵阳市主城区大气污染物时空分布特征及成因分析[J]. 生态科学, 2022, 41(2): 137-148. ZHANG N, ZHOU G F, HUANG Q F, et al. The temporal-spatial distribution features and cause analysis of atmospheric pollutants in Guiyang main urban area[J]. Ecological Sciences, 2022, 41(2): 137-148 (in Chinese).
[35] 张玉洁, 冯俊杰, 张武, 等. 青岛市大气颗粒物污染特征及潜在来源分析[J]. 高原气象, 2023, 42(1): 244-256. ZHANG Y J, FENG J J, ZHANG W, et al. Analysis of pollution characteristics and potential sources of atmospheric particulate matter in Qingdao[J]. Plateau Meteorology, 2023, 42(1): 244-256 (in Chinese).
[36] 王翠连, 张军, 郑瑶, 等. 郑州城区PM10、PM2.5质量浓度变化特征及其对气象因子的响应[J]. 环境保护科学, 2019, 45(6): 76-83. WANG C L, ZHANG J, ZHENG Y, et al. Variation characteristics of PM10 and PM2.5 mass concentrations and their response to meteorological factors in Zhengzhou city[J]. Environmental Protection Science, 2019, 45(6): 76-83 (in Chinese).
[37] TAO J, ZHANG L M, ENGLING G, et al. Chemical composition of PM2.5 in an urban environment in Chengdu, China: Importance of springtime dust storms and biomass burning[J]. Atmospheric Research, 2013, 122: 270-283. doi: 10.1016/j.atmosres.2012.11.004
[38] 李泓, 李广, 刘茜, 等. 北京市PM2.5质量浓度特征及组分化学质量闭合研究[J]. 中国环境监测, 2015, 31(4): 35-43. LI H, LI G, LIU Q, et al. Study on Beijing PM2.5 mass concentration characteristics and aerosol chemical mass closure[J]. Environmental Monitoring in China, 2015, 31(4): 35-43 (in Chinese).
[39] 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. YANG L, CHEN C L, C S T, et al. Comprehensive analysis of a heavy PM2.5 pollution event over Shenyang in November of 2015[J]. Journal of Meteorology and Environment, 2019, 35(3): 37-44 (in Chinese).
[40] 吴明, 吴丹, 夏俊荣, 等. 成都冬季PM2.5化学组分污染特征及来源解析[J]. 环境科学, 2019, 40(1): 76-85. WU M, WU D, XIA J R, et al. Analysis of pollution characteristics and sources of PM2.5 chemical components in Chengdu in winter[J]. Environmental Science, 2019, 40(1): 76-85 (in Chinese).
[41] MAMOUDOU I, ZHANG F, CHEN Q, et al. Characteristics of PM2.5 from ship emissions and their impacts on the ambient air: A case study in Yangshan Harbor, Shanghai[J]. Science of the Total Environment, 2018, 640/641: 207-216. doi: 10.1016/j.scitotenv.2018.05.261
[42] 张婷婷, 马文林, 亓学奎, 等. 北京城区PM2.5有机碳和元素碳的污染特征及来源分析[J]. 环境化学, 2018, 37(12): 2758-2766. doi: 10.7524/j.issn.0254-6108.2018051701 ZHANG T T, MA W L, QI X K, et al. Characteristics and sources of organic carbon and element carbon in PM2.5 in the urban areas of Beijing[J]. Environmental Chemistry, 2018, 37(12): 2758-2766 (in Chinese). doi: 10.7524/j.issn.0254-6108.2018051701
[43] 黄菊. 西北典型城市大气颗粒物组分污染特征及其健康风险评估[D]. 兰州: 兰州大学, 2020. HUANG J. Pollution characteristics and health risk assessment of atmospheric particulate matter in northwest China[D]. Lanzhou: Lanzhou University, 2020 (in Chinese).
[44] 阿米拉, 耿柠波, 曹蓉, 等. 大气颗粒物中典型有机物的分析方法和污染特征研究进展[J]. 环境化学, 2021, 40(12): 3774-3786. doi: 10.7524/j.issn.0254-6108.2020081204 A M L, GENG N B, CAO R, et al. Research progress of analytical methods and pollution characteristics of typical organic pollutant in atmospheric particulate matter[J]. Environmental Chemistry, 2021, 40(12): 3774-3786 (in Chinese). doi: 10.7524/j.issn.0254-6108.2020081204
[45] HE Q S, GUO W D, ZHANG G X, et al. Characteristics and seasonal variations of carbonaceous species in PM2.5 in Taiyuan, China[J]. Atmosphere, 2015, 6(6): 850-862. doi: 10.3390/atmos6060850
[46] LI H W, WANG D F, CUI L, et al. Characteristics of atmospheric PM2.5 composition during the implementation of stringent pollution control measures in Shanghai for the 2016 G20 summit[J]. Science of the Total Environment, 2019, 648: 1121-1129. doi: 10.1016/j.scitotenv.2018.08.219
[47] TURPIN B J, CARY R A, HUNTZICKER J J. An in situ, time-resolved analyzer for aerosol organic and elemental carbon[J]. Aerosol Science and Technology, 1990, 12(1): 161-171. doi: 10.1080/02786829008959336
[48] 郭佳灵, 李友平, 刘欢, 等. 南充冬季大气PM2.5污染特征及来源分析[J]. 四川环境, 2020, 39(1): 46-54. GUO J L, LI Y P, LIU H, et al. Pollution characteristics and source apportionment of atmospheric PM2.5 in Winter of Nanchong[J]. Sichuan Environment, 2020, 39(1): 46-54 (in Chinese).
[49] 张婧伟, 杜诗文, 周雪明, 等. 淮南市不同功能区大气PM2.5的化学组分季节分布及其来源解析[J]. 安全与环境工程, 2023, 30(1): 212-220. ZHANG J W, DU S W, ZHOU X M, et al. Seasonal distribution and sources analysis of chemical components of atmospheric PM2.5 in different functional areas of Huainan City[J]. Safety and Environmental Engineering, 2023, 30(1): 212-220 (in Chinese).
[50] 毛翔, 徐立, 韩清, 等. 武汉市大气PM2.5主要水溶性离子的时空污染特征[J]. 环境卫生学杂志, 2019, 9(3): 235-241. MAO X, XU L, HAN Q, et al. Temporal and spatial pollution characteristics of main water-soluble ions of atmospheric PM2.5 in Wuhan[J]. Journal of Environmental Hygiene, 2019, 9(3): 235-241 (in Chinese).
[51] 李明燕, 杨文, 魏敏, 等. 典型沿海城市采暖期细颗粒物组分特征及来源解析[J]. 环境科学, 2020, 41(4): 1550-1560. LI M Y, YANG W, WEI M, et al. Characteristics and sources apportionment of fine particulate matter in a typical coastal city during the heating period[J]. Environmental Science, 2020, 41(4): 1550-1560 (in Chinese).
[52] 肖致美, 武婷, 卫昱婷, 等. 天津市PM2.5中二次硝酸盐形成及防控[J]. 环境科学, 2021, 42(6): 2616-2625. XIAO Z M, WU T, WEI Y T, et al. Formation and prevention of secondary nitrate in PM2.5 in Tianjin[J]. Environmental Science, 2021, 42(6): 2616-2625 (in Chinese).
[53] 李欣悦, 张凯山, 武文琪, 等. 成都市城区大气细颗粒物水溶性离子污染特征[J]. 中国环境科学, 2021, 41(1): 91-101. LI X Y, ZHANG K S, WU W Q, et al. Characterization of water-soluble ions pollution of atmospheric fine particles in Chengdu City[J]. China Environmental Science, 2021, 41(1): 91-101 (in Chinese).
[54] 任娇, 尹诗杰, 郭淑芬. 太原市大气PM2.5中水溶性离子的季节污染特征及来源分析[J]. 环境科学学报, 2020, 40(9): 3120-3130. REN J, YIN S J, GUO S F. Seasonal variation and source analysis of water-soluble ions in PM2.5 in Taiyuan[J]. Acta Scientiae Circumstantiae, 2020, 40(9): 3120-3130 (in Chinese).
[55] SONG M D, LIU X G, TAN Q W, et al. Characteristics and formation mechanism of persistent extreme haze pollution events in Chengdu, southwestern China[J]. Environmental Pollution (Barking, Essex: 1987), 2019, 251: 1-12.
[56] 向欣, 张立生, 杨琨, 等. 北京市大气细颗粒物污染时空分布特征及其降水清除影响[J]. 环境污染与防治, 2022, 44(10): 1314-1317,1361. XIANG X, ZHANG L S, YANG K, et al. Spatial and temporal distribution of fine particulate matter pollution and scavenging effect on of precipitation in Beijing[J]. Environmental Pollution and Control, 2022, 44(10): 1314-1317,1361 (in Chinese).
[57] 任秀龙, 牛红亚, 李淑娇, 等. 邯郸市大气细颗粒物中水溶性离子的污染特征及来源解析[J]. 环境化学, 2021, 40(11): 3510-3519. doi: 10.7524/j.issn.0254-6108.2020070301 REN X L, NIU H Y, LI S J, et al. Pollution characteristics and source of water-soluble ions in atmospheric fine particles in Handan City[J]. Environmental Chemistry, 2021, 40(11): 3510-3519 (in Chinese). doi: 10.7524/j.issn.0254-6108.2020070301
[58] 郑敬茹, 瞿厚淑, 付山, 等. 黄石市大气PM2.5中水溶性离子浓度特征及来源分析[J]. 环境科学研究, 2019, 32(7): 1170-1178. ZHENG J R, QU H S, FU S, et al. Characteristics and source analysis of water-soluble inorganic ions in PM2.5 in Huangshi city[J]. Research of Environmental Sciences, 2019, 32(7): 1170-1178 (in Chinese).
[59] 曾兆荷, 张海潇, 赵云卿, 等. 南京北郊冬夏季大气PM2.5中水溶性有机碳的研究[J]. 环境科学学报, 2019, 39(11): 3659-3667. ZENG Z H, ZHANG H X, ZHAO Y Q, et al. The study of water-soluble organic carbon in PM2.5 during winter and summer in the northern suburb of Nanjing[J]. Acta Scientiae Circumstantiae, 2019, 39(11): 3659-3667 (in Chinese).