LIU H, ZHANG L, WU J. A modeling study of the climate effects of sulfate and carbonaceous aerosols over China[J]. Adv Atmos Sci, 2010, 27(6):1276-1288.
SARNAT J A, SCHWARTZh J, SUH H H. Fine particulate air pollution and mortality in 20 U.S. cities[J]. New England Journal of Medicine, 2001, 344(16):1253-1254.
吴兑, 刘啟汉, 梁延刚, 等. 粤港细粒子PM2.5污染导致能见度下降与灰霾天气形成的研究[J]. 环境科学学报, 2012, 32(11):2660-2669. WU D, LIU Q H, LIANG Y G, et al. Study on the decrease of visibility and the formation of haze weather caused by fine PM2.5 pollution in Guangdong and Hong Kong[J]. Chinese Journal of Environmental Science, 2012, 32(11):2660-2669(in Chinese).
RAM K, SARIN M M. Day-night variability of EC, OC, WSOC and inorganic ions in urban environment of Indo-Gangetic Plain:Implications to secondary aerosol formation[J]. Atmos Environ, 2011, 45(2):460-468.
KUMAR A, SARIN M M. Atmospheric water-soluble constituents in fine and coarse mode aerosols from high-altitude site in western India:Long-range transport and seasonal variability[J]. Atmos Environ, 2010, 44(10):1245-1254.
TOLIS E I, SARAGA D E, LYTRA M K, et al. Concentration and chemical composition of PM2.5 for a one-year period at Thessaloniki, Greece:A comparison between city and port area[J]. Atmos Environ, 2015, 113:197-207.
SHEN Z, CAO J, HAN A Z, et al. Ionic composition of TSP and PM2.5 during dust storms and air pollution episodes at Xi'an, China[J]. Atmos Environ, 2009, 43(18):2911-2918.
陈魁, 银燕, 魏玉香,等. 南京大气PM2.5中碳组分观测分析[J]. 中国环境科学, 2010, 30(8):1015-1020. CHEN K, YAN Y, WEI Y X, et al. Observation and analysis of carbon components in atmospheric PM2.5 in Nanjing[J]. China Environmental Science, 2010, 30(8):1015-1020(in Chinese).
杨复沫, 贺克斌, 马永亮,等. 北京大气细粒子PM2.5的化学组成[J]. 清华大学学报(自然科学版), 2002,42(12):1605-1608. YANG F M, HE K B, MA Y L, et al. Chemical composition of atmospheric fine particles PM2.5 in Beijing[J]. Journal of Tsinghua University(Science and Technology), 2002, 42(12):1605-1608(in Chinese).
徐虹, 毕晓辉, 冯银厂. 中国典型沿海城市PM2.5化学组分特征[C]//2013中国环境科学学会学术年会. 2013. XU H, BI X H, FENG Y C. Characteristics of chemical composition of PM2.5 in typical coastal cities of China[C]//2013 Annual Conference of Chinese Society of Environmental Sciences, 2013(in Chinese).
LI X, WANG L, JI D, et al. Characterization of the size-segregated water-soluble inorganic ions in the Jing-Jin-Ji urban agglomeration:Spatial/temporal variability, size distribution and sources[J]. Atmos Environ, 2013, 77:250-259.
HUANG X, LIU Z, ZHANG J, et al.Seasonal variation and secondary formation of size-segregated aerosol water-soluble inorganic ions during pollution episodes in Beijing[J]. Atmos Res, 2016, 168:70-79.
FENG J L, GUO Z G, ZHANG T R, et al. Source and formation of secondary particulate matter in PM2.5 in Asian continental outflow[J]. J Geophys Res Atmos, 2012, 117(3):1-12.
PARK S H, SONG B, KIM M C, et al. Study on size distribution of total aerosol and water-soluble ions during an Asian dust storm event at Jeju Island, Korea[J]. Environmental Monitoring and Assessment, 93(1-3):157-183.
YANG L, ZHOU X, ZHE W, et al. Airborne fine particulate pollution in Jinan, China:Concentrations, chemical compositions and influence on visibility impairment[J]. Atmos Environ, 2012, 55(3):506-514.
YU S, ZHANG Y, XIE S, et al. Source apportionment of PM2.5 in Beijing by positive matrix factorization[J]. Atmos Environ, 2006, 40(8):1526-1537.
林安国, 梁云平, 张战平, 等. 2012-2013年北京市大气PM2.5污染成分分析[J]. 生态环境学报, 2017, 26(7):1174-1179. LIN A G, LIANG Y P, ZHANG Z P, et al. Analysis of atmospheric PM2.5 pollution components in Beijing from 2012 to 2013[J]. Journal of Eco-Environment, 2017, 26(7):1174-1179(in Chinese).
DU H, KONG L, CHENG T, et al. Insights into summertime haze pollution events over Shanghai based on online water-soluble ionic composition of aerosols[J]. Atmos Environ, 2011, 45(29):5131-5137.
LI M, HU M, GUO Q, et al. Seasonal source apportionment of PM2.5 in Ningbo, a coastal city in Southeast China[J]. Aerosol Air Qual Res, 2018, 18(11):2741-2752.
李婷苑, 邓雪娇, 范绍佳. 广州地区PM2.5污染特征与外来源输送分析[C]//S18大气物理学与大气环境, 2012. LI T Y, DENG X J, FAN S J. Analysis of PM2.5 pollution characteristics and external source transportation in Guangzhou[C]//S18 Atmospheric Physics and Atmospheric Environment, 2012(in Chinese).
WANG H, ZHU B, SHEN L, et al. Water-soluble ions in atmospheric aerosols measured in five sites in the Yangtze River Delta, China:Size-fractionated, seasonal variations and sources[J]. Atmos Environ, 2015, 123:370-379.
YANG D Y, LIU B X, ZHANG D W,et al. Correlation,seasonal and temporal variation of water-soluble ions of PM2.5 in Beijing during 2012-2013[J]. Environ Sci, 2015, 36(3):768-773.
MA Y, WU D, LIU J, et al. Comparative analysis of water-soluble ions during typical haze processes in dry and wet seasons in Guangzhou[J]. Huanjing Kexue Xuebao/Acta Sci Circumstantiae, 2017, 37(1):73-81.
WEI Z, WANG L, CHEN M, et al. The 2013 severe haze over the Southern Hebei, China:PM2.5 composition and source apportionment[J]. Atmos Pollut Res, 2014, 5(4):759-768.
孙冉, 王成都, 刘国东. 2014年成都市PM2.5污染及其与气象要素的关系[J]. 环境工程, 2015, 34(s1):481-484 ,608. SUN W, WANG C D, LIU G D. The relationship between PM2.5 pollution in Chengdu and its meteorological factors in 2014[J]. Environmental Engineering, 2015, 34(s1):481-484,608(in Chinese).
李友平, 周洪, 张智胜, 等. 成都市城区PM2.5中二次水溶性无机离子污染特征[J]. 环境科学, 2014, 35(12):4439-4445. LI Y P, ZHOU H, ZHANG Z S, et al. Pollution characteristics of secondary water-soluble inorganic ions in PM2.5 of Chengdu urban area[J]. Environmental Science, 2014, 35(12):4439-4445(in Chinese).
王启元, 陶俊, 任鹏奎,等. 成都市冬季大气PM2.5的化学组成及对能见度的影响[J]. 地球环境学报, 2012, 14(5):1104-1108. WANG Q Y, TAO J, REN P K, et al. Chemical composition of PM2.5 in winter and its influence on visibility in Chengdu[J]. Journal of Earth Environment, 2012, 14(5):1104-1108(in Chinese).
LI L, TAN Q, ZHANG Y, et al. Characteristics and source apportionment of PM2.5 during persistent extreme haze events in Chengdu, southwest China[J]. Environ Pollut, 2017, 230:718-729.
LIANG X, LI S, ZHANG S,et al. PM2.5 data reliability, consistency, and air quality assessment in five Chinese cities[J]. J Geophys Res Atmos, 2016,121:220-236.
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 and seasonal variation of chemical composition of PM2.5 in Chongqing urban area[J]. Journal of Environmental Engineering, 2017,11(12):6372-6378(in Chinese).
任丽红, 周志恩, 赵雪艳, 等. 重庆主城区大气PM10及PM2.5来源解析[J]. 环境科学研究, 2014,27(12):1387-1394. REN L H, ZHOU Z E, ZHAO X Y, et al. Source analysis of atmospheric PM10 and PM2.5 in Chongqing urban area[J]. Environmental Science Research, 2014,27(12):1387-1394(in Chinese).
ZHANG C, ZHOU Z E, ZHAI C Z, et al. Carbon source apportionment of PM2.5 in Chongqing based on local carbon profiles[J]. Environ Sci, 2014,35(3):810-819.
陈源, 谢绍东, 罗彬,等. 重庆市主城区大气细颗粒物污染特征与来源解析[J]. 环境科学学报, 2017, 37(7):2420-2430. CHEN Y, XIE S D, LUO B, et al. Characteristics and sources of atmospheric fine particulate matter pollution in the main urban area of Chongqing[J].Journal of Environmental Science, 2017, 37(7):2420-2430(in Chinese).
PAATERO P, TAPPER U. Positive matrix factorization:A non-negative factor model with optimal utilization of error estimates of data values[J]. Environmetrics, 2010, 5(2):111-126.
PAATERO P, TAPPER U. Analysis of different modes of factor analysis as least squares fit problems[J]. Chemom Intell Lab Syst, 1993, 18(2):183-194.
PAATERO P. Least squares formulation of robust non-negative factor analysis[J]. Chemom Intell Lab Syst, 1997, 37(1):23-35.
PAATERO P, HOPKE P K, SONG X H, et al. Understanding and controlling rotations in factor analytic models[J]. Chemom Intell Lab Syst, 2002, 58(1):253-264.
WASTON J G, CHOW J C. A wintertime PM2.5 episode at the Fresno, CA, supersite[J]. Atmos Environ, 2002, 36(3):465-475.
王妮, 何太蓉, 刘金萍. 重庆城区夏季降水对大气污染物的清除效果分析[J]. 环境工程, 2017, 35(4):69-73. WANG N, HE T R, LIU J P. Analysis of the effect of summer precipitation on the removal of atmospheric pollutants in Chongqing urban area[J]. Environmental Engineering, 2017, 35(4):69-73(in Chinese).
ZHANG R, JING J, TAO J, et al. Chemical characterization and source apportionment of PM2.5 in Beijing:Seasonal perspective[C]//第八届全国大气细及超细粒子技术研讨会暨PM2.5源谱交流会论文集, 2015, 7053-7074.
WANG H, ZHU B, SHEN L, et al. Water-soluble ions in atmospheric aerosols measured in five sites in the Yangtze River Delta, China:Size-fractionated, seasonal variations and sources[J]. Atmos Environ, 2015, 123:370-379.
HE Y, MA Z, YAO C. The characteristics of PM2.5 in Beijing, China[J]. Atmos Environ, 2001, 35(29):4959-4970.
WANG P, CAO J J, SHEN Z X, et al. Spatial and seasonal variations of PM2.5 mass and species during 2010 in Xi'an, China[J]. Sci Total Environ, 2015, 508(508C):477-487.
FENG Y, CHEN Y, GUO H, et al. Characteristics of organic and elemental carbon in PM2.5 samples in Shanghai, China[J]. Atmos Res, 2009, 92(4):434-442.
XU L, CHEN X, CHEN J, et al. Seasonal variations and chemical compositions of PM2.5 aerosol in the urban area of Fuzhou, China[J]. Atmos Res, 2012, 104-105(1):264-272.
LIU B, WU J, ZHANG J, et al. Characterization and source apportionment of PM2.5 based on error estimation from EPA PMF 5.0 model at a medium city in China[J]. Environ Pollut, 2017, 222:10-22.
安俊琳, 王跃思, 李昕,等. 北京大气中NO、NO2和O3浓度变化的相关性分析[J]. 环境科学, 2007, 28(4):706-711. AN J L, WANG Y S, LI W, et al. Correlation analysis of NO, NO2 and O3 concentrations in Beijing atmosphere[J]. Environmental Science, 2007, 28(4):706-711(in Chinese).
朱燕舞, 刘文清, 谢品华,等. 夏季城市大气中O3和NO2的观测研究[J]. 大气与环境光学学报, 2008, 3(5):369-376. ZHU Y W, LIU W Q, XIE P H, et al. Observational studies of O3 and NO2 in summer urban atmosphere[J]. Journal of Atmospheric and Environmental Optics, 2008, 3(5):369-376(in Chinese).
MAY A A, NGUYEN N T, PRESTO A A, et al. Gas- and particle-phase primary emissions from in-use, on-road gasoline and diesel vehicles[J]. Atmos Environ, 2014, 88(5):247-260.
SCHAUER J J, KLEEMAN M J, CASS G R, et al. Measurement of emissions from air pollution sources. 5. C-1-C-32 organic compounds from gasoline-powered motor vehicles[J]. Environmental Science & Technology, 2002, 36(6):1169-1180.
CHEN Y J, ZHI G R, FENG Y L, et al. Measurements of emission factors for primary carbonaceous particles from residential rawcoal combustion in China[J]. Geophysical Research Letters,2006,33(20):L20815.
WATSON J G, CHOW J C, HOUCK J E. PM2.5 chemical source profiles for vehicle exhaust, vegetative burning, geological material, and coal burning in northwestern Colorado during 1995[J]. Chemosphere, 2001, 43(8):1141-1151.
ANDREAE M O. Soot carbon and excess fine potassium:Long-range transport of combustion-derived aerosols[J]. Science, 1983, 220(4602):1148-1151.
HUEGLIN C, GEHRIG R, BALTENSPERGER U, et al. Chemical characterisation of PM2.5, PM10 and coarse particles at urban, near-city and rural sites in Switzerland[J]. Atmos Environ, 2005, 39(4):637-651.
CHUANG MT, CHEN YC, LEE C T, et al. Apportionment of the sources of high fine particulate matter concentration events in a developing aerotropolis in Taoyuan, Taiwan[J]. Environ Pollut, 2016, 214:273-281.
JUN T, TIAOTAO C, RENJIAN Z, et al. Chemical composition of PM2.5 at an urban site of Chengdu in southwestern China[J]. Adv Atmos Sci, 2013, 30(4):1070-1084.
XIU G, ZHANG D, CHEN J, et al. Characterization of major water-soluble inorganic ions in size-fractionated particulate matters in Shanghai campus ambient air[J]. Atmos Environ, 2004, 38(2):227-236.
DESHMUKH DK, DEB MK, MKOMA SL. Size distribution and seasonal variation of size-segregated particulate matter in the ambient air of Raipur city, India[J]. Air Qual Atmos Heal, 2013, 6(1):259-276.
PENG L, DENG Z, SLANINA J, et al. Seasonal and diurnal variations of organic carbon in PM2.5 in Beijing and the estimation of secondary organic carbon[J]. J Geophys Res Atmos, 2009, 114:D00G11.
CHOW JC, WATSON JG, ASHBAUGH LL, et al. Similarities and differences in PM10 chemical source profiles for geological dust from the San Joaquin Valley, California[J]. Atmos Environ, 2003, 37(9):1317-1340.
YANG H, JING C, WEN J, et al. Composition and sources of PM2.5 around the heating periods of 2013 and 2014 in Beijing:Implications for efficient mitigation measures[J]. Atmos Environ, 2016, 124:S1352231015300881.
AMATO F, PANDOLFI M, ESCRIG A, et al. Quantifying road dust resuspension in urban environment by Multilinear Engine:A comparison with PMF2[J]. Atmos Environ, 2009, 43(17):2770-2780.
WANG H L, ZHUANG Y H, WANG S Y,et al. Long-term monitoring and source apportionment of PM2.5/PM10 in Beijing, China[J]. Journal of Environmental Sciences, 2008, 20:1323-1327.
KUANG B Y, LIN P, HUANG X H H, et al. Sources of humic-like substances in the Pearl River Delta, China:Positive matrix factorization analysis of PM2.5 major components and source markers[J]. Atmos Chem Physics, 2015, 15(4):1995-2008.
陆炳, 孔少飞, 韩斌,等. 2007年中国大陆地区生物质燃烧排放污染物清单[J]. 中国环境科学, 2011, 31(2):186-194. LU B, KONG S F, HAN B, et al. List of pollutants emitted by biomass burning in China in 2007[J]. China Environmental Science, 2011, 31(2):186-194(in Chinese).
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. Characteristics and sources of PM2.5 seasonal pollution in Chengdu urban area[J]. Journal of Environmental Science, 2013, 33(11):2947-2952(in Chinese).