[1] Yuan C S, Lee C G, Liu S H, et al. Correlation of atmospheric visibility with chemical composition of Kaohsiung aerosols[J]. Atmospheric Research, 2006, 82(3-4): 663-679.

[2] 宫纯文, 李学彬, 李建玉, 等. 大气气溶胶消光系数测量新方法[J]. 光学学报, 2014, 34(1): 0101001.

    Gong Chunwen, Li Xuebin, Li Jianyu, et al. New method of aerosol extinction coefficient mearsurement[J]. Acta Optica Sinica, 2014, 34(1): 0101001.

[3] 伯广宇, 刘东, 吴德成, 等. 双波长激光雷达探测典型雾霾气溶胶的光学和吸湿性质[J]. 中国激光, 2014, 41(1): 0113001.

    Bo Guangyu, Liu Dong, Wu Decheng, et al. Two-wavelength lidar for observation of aerosol optical and hygroscopic properties in fog and haze days[J]. Chinese J Lasers, 2014, 41(1): 0113001.

[4] 陈玲红, 蒋一奇, 孙洋洋, 等. 不可溶性固态内核霾滴的散射及吸收特性分析[J]. 中国激光, 2015, 42(3): 0308001.

    Chen Linghong, Jiang Yiqi, Sun Yangyang, et al. Analysis of aborption and scattering properties of water host haze droplet with insoluble solid inclusion[J]. Chinese J Lasers, 2015, 42(3): 0308001.

[5] Pitchford M, Malm W, Schichtel B, et al. Revised algorithm for estimating light extinction from IMPROVE particle speciation data[J]. J Air Waste Manag Assoc, 2007, 57(11): 1326-1336.

[6] 严国梁, 韩永翔, 张祥志, 等. 南京地区一次灰霾天气的微脉冲激光雷达观测分析[J]. 中国环境科学, 2014, 34(7): 1667-1672.

    Yan Guoliang, Han Yongxiang, Zhang Xiangzhi, et al. Analysis of a haze event in Nanjing with micro-pulse lidar measurements[J]. China Environment Science, 2014, 34(7): 1667-1672.

[7] 韩道文, 刘文清, 刘建国, 等. 气溶胶质量浓度空间垂直分布的反演方法[J]. 中国激光, 2006, 33(11): 1567-1573.

    Han Daowen, Liu Wenqing, Liu Jianguo, et al. Retrieval method for aerosol mass concentration vertical distribution[J]. Chinese J Lasers, 2006, 33(11): 1567-1573.

[8] 陶宗明, 单会会, 麻晓敏, 等. 近地面PM2.5质量浓度廓线反演方法及个例研究[J]. 激光与光电子学进展, 2015, 52(11): 110102.

    Tao Zongming, Shan Huihui, Ma Xiaomin, et al. Retrieval method of PM2.5 mass concentration profile in near-ground and case study[J]. Laser & Optoelectronics Progress, 2015, 52(11): 110102.

[9] 李学彬, 徐青山, 魏合理, 等. 气溶胶消光系数与质量浓度的相关性研究[J]. 光学学报, 2008, 29(9): 1655-1658.

    Li Xuebin, Xu Qingshan, Wei Heli, et al. Study on relationship between extinction coefficient and mass concentration[J]. Acta Optica Sinica, 2008, 29(9): 1655-1658.

[10] 章澄昌, 周文贤. 大气气溶胶教程[M]. 北京: 气象出版社, 1995.

[11] Sloane C S, Wolff G T. Prediction of ambient light scattering using a physical model responsive to relative humidity: Validation with measurements from Detroit[J]. Atmospheric Environment(1967), 1985, 19(4): 669-680.

[12] Tang I N. Chemical and size effects of hygroscopic aerosols on light scattering coefficients[J]. J Geophys Res, 1996, 101(D14): 19245-19250.

[13] Zhang Y H, Chan C K. Understanding the hygroscopic properties of supersaturated droplets of metal and ammonium sulfate solutions using Raman spectroscopy[J]. J Phys Chem A, 2002, 106(2): 285-292.

[14] Sjogren S, Gysel M, Weingartner E, et al. Hygroscopic growth and water uptake kinetics of two-phase aerosol particles consisting of ammonium sulfate, adipic and humic acid mixtures[J]. J Aerosol Sci, 2007, 38(2): 157-171.

[15] Pueschel R F, Noll K E. Visibility and aerosol size frequency distribution[J]. Journal of Applied Meteorology, 1967, 6(6): 1045-1052.

[16] Pandis S N, Harley R A, Cass G R, et al. Secondary organic aerosol formation and transport[J]. Atmospheric Environment. Part A. General Topics, 1992, 26(13): 2269-2282.

[17] 吴兑. 近十年中国灰霾天气研究综述[J]. 环境科学学报, 2012, 32(2): 257-269.

    Wu Dui. Hazy weather research in China in the last decade: A review[J]. Acta Scientiae Circumstantiae, 2012, 32(2): 257-269.

[18] 叶兴南, 陈建民. 大气二次细颗粒物形成机理的前沿研究[J]. 化学进展, 2009, 21(2-3): 288-296.

    Ye Xingnan, Chen Jianmin. Advances in the mechanism of secondary fine particulate matters formation[J]. Progress in Chemistry, 2009, 21(2-3): 288-296.

[19] Covert D S, Charlson R J, Ahlquist N C. A study of the relationship of chemical composition and humidity to light scattering by aerosols[J]. J Appl Meteorol, 1972, 11(6): 968-976.

[20] 潘小乐. 相对湿度对气溶胶散射特性影响的观测研究[D]. 北京: 中国气象科学研究院, 2007.

    Pan Xiaole. Observation study of atmospheric aerosol scattering characteristics as a function of relative humidity[D]. Beijing: Chinese Academy of Meteorogical Sciences, 2007.

[21] 叶兴南, 陈建民. 灰霾与颗粒物吸湿增长[J]. 自然杂志, 2013, 35(5): 337-341.

    Ye Xingnan, Chen Jianmin. Haze and hygroscopic growth[J]. Chinese J Nature, 2013, 35(5): 337-341.

[22] Carrico C M, Kus P, Rood M J, et al. Mixtures of pollution, dust, sea salt, and volcanic aerosol during ACE-Asia: Radiative properties as a function of relative humidity[J]. J Geophys Res, 2003, 108(D23): 2015-2023.

[23] Shi Z, Zhang D, Hayashi M, et al. Influences of sulfate and nitrate on the hygroscopic behaviour of coarse dust particles[J]. Atmospheric Environment, 2008, 42(4): 822-827.

[24] Saxena P, Hildemann L M, McMurry P H, et al. Organics alter hygroscopic behavior of atmospheric particles[J]. J Geophys Res, 1995, 100(D9): 18755-18770.

[25] Airborne Particles Expert Group. Source apportionment of airborne particulate matter in the United Kingdom[R]. London: Department for Environment, Food & Rural Affairs, 1999-01-28.

[26] 宋宇, 唐孝炎, 方晨, 等. 北京市大气细粒子的来源分析[J]. 环境科学, 2002, 23(6): 11-16.

    Song Yu, Tang Xiaoyan, Fang Chen, et al. Source apportionment on fine in Beijing[J]. Environmental Science, 2002, 23(6): 11-16.

[27] Shi G L, Li X, Feng Y C, et al. Combined source apportionment, using positive matrix factorization-chemical mass balance and principal component analysis/multiple linear regression-chemical mass balance models[J]. Atmospheric Environment, 2009, 43(18): 2929-2937.

[28] 王淑兰, 柴发合, 周来东, 等. 成都市大气可吸入颗粒物来源解析研究[J]. 地理科学, 2006, 26(6): 717-721.

    Wang Shulan, Chai Fahe, Zhou Laidong, et al. Source analysis of air inhalational particles in Chengdu city[J]. Scientia Geographica Sinina, 2006, 26(6): 717-721.

[29] 吕金虎, 陆君安, 陈士华. 混沌时间序列分析及其应用[M]. 武汉: 武汉大学出版社, 2002.

[30] Theiler J. Spurious dimension from correlation algorithms applied to limited time-series data[J]. Physical Review A, 1986, 34(3): 2427-2432.

[31] 丁晶, 王文圣, 赵永龙. 长江日流量混沌变化特性研究: Ⅰ相空间嵌入滞时的确定[J]. 水科学进展, 2003, 14(4): 407-411.

    Ding Jing, Wang Wensheng, Zhao Yonglong. Characteristics of daily flow variation in the Yangtze River, 1, optimum determination of delay time for reconstruction of a phase space[J]. Advances in Water Science, 2003, 14(4): 407-411.

[32] Grassberger P. An optimized box-assisted algorithm for fractal dimensions[J]. Physics Letters A, 1990, 148(1-2): 63-68.

[33] 胡晓, 陈拥军, 曾敏, 等. 一种选取相空间重构最优延迟时间的算法[J]. 电子科技大学学报, 2000, 29(3): 282-285.

    Hu Xiao, Chen Yongjun, Zeng Min, et al. A new method to choose optimal delay time for phase space reconstruction[J]. Journal of University of Electronic Science and Technology of China, 2000, 29(3): 282-285.

[34] Cao L. Practical method for determining the minimum embedding dimension of a scalar time series[J]. Physica D: Nonlinear Phenomena, 1997, 110(1-2): 43-50.

[35] Schreiber T. Interdisciplinary application of nonlinear time series methods[J]. Physics Reports, 1999, 308(1): 1-64.

[36] Theiler J, Eubank S, Longtin A, et al. Testing for nonlinearity in time series: The method of surrogate data[J]. Physica D: Nonlinear Phenomena, 1992, 58(1-4): 77-94.

[37] 马军海, 刘立霞. 云南地区月降雨量时序数据的非线性特性研究[J]. 系统工程学报, 2007, 22(6): 561-567.

    Ma Junhai, Liu Lixia. Testing for nonlinearity in time series of monthly rainfall in Yunnan[J]. Journal of Systems Engineering, 2007, 22(6): 561-567.