References
- 1.Andreae M O and Gelencsér A. 2006. Black carbon or brown carbon? The nature of light-absorbing carbonaceous aerosols. Atmospheric Chemistry and Physics, 6(10): 3131–3148
- 2.Arola A, Schuster G, Myhre G, Kazadzis S, Dey S and Tripathi S N. 2011. Inferring absorbing organic carbon content from AERONET data. Atmospheric Chemistry and Physics, 11(1): 215–225
- 3.Bohren C F and Huffman D R. 1998. Absorption and Scattering of Light by Small Particles. New York: John Wiley: 213–219
- 4.Bond T C and Bergstrom R W. 2006. Light absorption by carbonaceous particles: An investigative review. Aerosol Science and Technology, 40(1): 27–67
- 5.Boucher O, Randall D, Artaxo P, Bretherton C, Feingold G, Forster P, Kerminen V M, Kondo Y, Liao H, Lohmann U, Rasch P, Satheesh S, Sherwood S, Stevens B and Zhang X. 2013. Clouds and aerosols//Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, UK, New York, NY, USA: Cambridge University Press: 571–658
- 6.Cao J J and Li J J. 2016. Formation and toxicological effect of secondary organic aerosols. Journal of Earth Environment, 7(5): 431–441 (
- 7.Choi Y and Ghim Y S. 2016. Estimation of columnar concentrations of absorbing and scattering fine mode aerosol components using AERONET data. Journal of Geophysical Research: Atmospheres, 121(22): 13628–13640
- 8.Derimian Y, Karnieli A, Kaufman Y J, Andreae M O, Andreae T W, Dubovik O, Maenhaut W and Koren I. 2008. The role of iron and black carbon in aerosol light absorption. Atmospheric Chemistry and Physics, 8(13): 3623–3637
- 9.Dey S, Tripathi S N, Singh R P and Holben B N. 2006. Retrieval of black carbon and specific absorption over Kanpur city, northern India during 2001-2003 using AERONET data. Atmospheric Environment, 40(3): 445–456
- 10.Dubovik O, Herman M, Holdak A, Lapyonok T, Tanré D, DeuzéJ L, Ducos F, Sinyuk A and Lopatin A. 2011. Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations. Atmospheric Measurement Techniques, 4(5): 975–1018
- 11.Dubovik O, Holben B, Eck T F, Smirnov A, Kaufman Y J, King M D, Tanre D and Slutsker I. 2002. Variability of absorption and optical properties of key aerosol types observed in worldwide locations. Journal of the Atmospheric Sciences, 59(3): 590–608
- 12.Dubovik O, Lapyonok T, Litvinov P, Herman M, Fuertes D, Ducos F, Torres B, Derimian Y, Huang Xin, Lopatin A, Chaikovsky A, Asp etsberger M and Federspiel C. 2014. GRASP: a versatile algorithm for characterizing the atmosphere. SPIE Newsroom, 25
- 13.Dubovik O, Sinyuk A, Lapyonok T, Holben B N, Mishchenko M, Yang Ping, Eck T F, Volten H, Muñoz O, Veihelmann B, van der Zande W J, Leon J F, Sorokin M and Slutsker I. 2006. Application of spheroid models to account for aerosol particle nonsphericity in remote sensing of desert dust. Journal of Geophysical Research: Atmospheres, 111(D11): D11208
- 14.Dubovik O, Smirnov A, Holben B N, King M D, Kaufman Y J, Eck T F and Slutsker I. 2000. Accuracy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements. Journal of Geophysical Research: Atmospheres, 105(D8): 9791–9806
- 15.Erlick C, Abbatt J P D and Rudich Y. 2011. How different calculations of the refractive index affect estimates of the radiative forcing efficiency of ammonium sulfate aerosols. Journal of the Atmospheric Sciences, 68(9): 1845–1852
- 16.Feng Y, Ramanathan V and Kotamarthi V R. 2013. Brown carbon: a significant atmospheric absorber of solar radiation?. Atmospheric Chemistry and Physics, 13(17): 8607–8621
- 17.Ganguly D, Ginoux P, Ramaswamy V, Dubovik O, Welton J, Reid E A and Holben B N. 2009. Inferring the composition and concentration of aerosols by combining AERONET and MPLNET data: comparison with other measurements and utilization to evaluate GCM output. Journal of Geophysical Research: Atmospheres, 114(D16): D16203
- 18.Hao J M, Xu J Y, Wu J and Ma Q. 2017. A study of the atmospheric environmental capacity of Jingjinji and of the five northwestern provinces and autonomous regions in China. Engineering Sciences, 19(4): 13–19 (
- 19.He H, Wang X M, Wang Y S, Wang Z F, Liu J G and Chen Y F. 2013. Formation mechanism and control strategies of haze in China. Bulletin of Chinese Academy of Sciences, 28(3): 344–352 (
- 20.He K B, Jia Y T, Ma Y L, Lei Y, Zhao Q, Tanaka S and Okuda T. 2009. Regionality of episodic aerosol pollution in Beijing. Acta Scientiae Circumstantiae, 29(3): 482–487 (
- 21.Hecobian A, Zhang X, Zheng M, Frank N, Edgerton E S and Weber R J. 2010. Water-Soluble Organic Aerosol material and the light-absorption characteristics of aqueous extracts measured over the Southeastern United States. Atmospheric Chemistry and Physics, 10(13): 5965–5977
- 22.Holben B N, Eck T F, Slutsker I, Tanré D, Buis J P, Setzer A, Vermote E, Reagan J A, Kaufman Y J, Nakajima T, Lavenu F, Jankowiak I and Smirnov A. 1998. AERONET—a federated instrument network and data archive for aerosol characterization. Remote Sensing of Environment, 66(1): 1–16
- 23.Hu R M, Blanchet J P and Girard E. 2005. Evaluation of the direct and indirect radiative and climate effects of aerosols over the western Arctic. Journal of Geophysical Research: Atmospheres, 110(D11): D11213
- 24.Kandler K and Schütz L. 2007. Climatology of the average water-soluble volume fraction of atmospheric aerosol. Atmospheric Research, 83(1): 77–92
- 25.Kirchstetter T W, Novakov T and Hobbs P V. 2004. Evidence that the spectral dependence of light absorption by aerosols is affected by organic carbon. Journal of Geophysical Research: Atmospheres, 109(D21): D21208
- 26.Koch D, Bond T C, Streets D, Unger N and van der Werf G R. 2007. Global impacts of aerosols from particular source regions and sectors. Journal of Geophysical Research: Atmospheres, 112(D2): D02205
- 27.Koven C D and Fung I. 2006. Inferring dust composition from wavelength-dependent absorption in Aerosol Robotic Network (AERONET) data. Journal of Geophysical Research: Atmospheres, 111(D14): D14205
- 28.Lesins G, Chylek P and Lohmann U. 2002. A study of internal and external mixing scenarios and its effect on aerosol optical properties and direct radiative forcing. Journal of Geophysical Research: Atmospheres, 107(D10): AAC 5-1–AAC 5-12
- 29.Li L, Zheng X, Li Z Q, Li Z H, Dubovik O, Chen X F and Wendisch M. 2017. Studying aerosol light scattering based on aspect ratio distribution observed by fluorescence microscope. Optics Express, 25(16): A813–A823
- 30.Li Z, Gu X, Wang L, Li D, Xie Y, Li K, Dubovik O, Schuster G, Goloub P, Zhang Y, Li L, Ma Y and Xu H. 2013. Aerosol physical and chemical properties retrieved from ground-based remote sensing measurements during heavy haze days in Beijing winter. Atmospheric Chemistry and Physics, 13(20): 10171–10183
- 31.Li Z Q, Goloub P, Devaux C, Gu X F, Deuzé J L, Qiao Y L and Zhao F S. 2006. Retrieval of aerosol optical and physical properties from ground-based spectral, multi-angular, and polarized sun-photometer measurements. Remote Sensing of Environment, 101(4): 519–533
- 32.Li Z Q, Li L, Zhang F X, Li D H, Xie Y S and Xu H. 2015. Comparison of aerosol properties over Beijing and Kanpur: Optical, physical properties and aerosol component composition retrieved from 12 years ground-based Sun-sky radiometer remote sensing data. Journal of Geophysical Research: Atmospheres, 120(4): 1520–1535
- 33.Li Z Q, Li D H, Li K T, Xu H, Chen X F, Chen C, Xie Y S, Li L, Li L , Li W, Lyu Y, Jia L L, Zhang Y and G X F. 2015. Sun-sky radiometer observation network with the extension of multi-wavelength polarization measurements. Journal of Remote Sensing, 19(3): 495–519 (
- 34.Li Z Q, Xu H, Li K T, Li D H, Xie Y S, Li L, Zhang Y, Gu X F, Zhao W, Tian Q J, Deng R R, Su X L, Huang B, Qiao Y L, Cui W Y, Hu Y, Gong C L, Wang Y Q, Wang X F, Wang J P, Du W B, Pan Z Q, Li Z Z and Bu D. 2018. Comprehensive study of optical, physical, chemical, and radiative properties of total columnar atmospheric aerosols over China: An overview of Sun-sky radiometer Observation NETwork (SONET) measurements. Bulletin of the American Meteorological Society, 99(4): 739–755
- 35.Loeb N G and Su W Y. 2010. Direct aerosol radiative forcing uncertainty based on a radiative perturbation analysis. Journal of Climate, 23(19): 5288–5293
- 36.Morcrette J J, Boucher O, Jones L, Salmond D, Bechtold P, Beljaars A, Benedetti A, Bonet A, Kaiser J W, Razinger M, Schulz M, Serrar S, Simmons A J, Sofiev M, Suttie M, Tompkins A M and Untch A. 2009. Aerosol analysis and forecast in the European Centre for medium-range weather forecasts integrated forecast system: Forward modeling. Journal of Geophysical Research: Atmospheres, 114(D6): D06206
- 37.O’Neill N T, Dubovik O and Eck T F. 2001. Modified Ångström exponent for the characterization of submicrometer aerosols. Applied Optics, 40(15): 2368–2375
- 38.Qie L L, Li Z Q, Goloub P, Li L, Li D H, Li K T, Zhang Y and Xu H. 2017. Retrieval of the aerosol asymmetry factor from Sun-sky radiometer measurements: application to almucantar geometry and accuracy assessment. Applied Optics, 56(36): 9932–9940
- 39.Ramanathan V and Carmichael G. 2008. Global and regional climate changes due to black carbon. Nature Geoscience, 1(4): 221–227
- 40.Sato M, Hansen J, Koch D, Lacis A, Ruedy R, Dubovik O, Holben B, Chin M and Novakov T. 2003. Global atmospheric black carbon inferred from AERONET. Proceedings of the National Academy of Sciences of the United States of America, 100(11): 6319–6324
- 41.Schuster G L, Dubovik O and Arola A. 2016. Remote sensing of soot carbon - Part 1: distinguishing different absorbing aerosol species. Atmospheric Chemistry and Physics, 16(3): 1565–1585
- 42.Schuster G L, Dubovik O, Holben B N and Clothiaux E E. 2005. Inferring black carbon content and specific absorption from Aerosol Robotic Network (AERONET) aerosol retrievals. Journal of Geophysical Research: Atmospheres, 110(D10): D10S17
- 43.Schuster G L, Lin B and Dubovik O. 2009. Remote sensing of aerosol water uptake. Geophysical Research Letters, 36(3): L03814
- 44.Sun H L, Biedermann L and Bond T C. 2007. Color of brown carbon: a model for ultraviolet and visible light absorption by organic carbon aerosol. Geophysical Research Letters, 34(17): L17813
- 45.van Beelen A J, Roelofs G J H, Hasekamp O P, Henzing J S and Röckmann T. 2014. Estimation of aerosol water and chemical composition from AERONET Sun-sky radiometer measurements at Cabauw, the Netherlands. Atmospheric Chemistry and Physics, 14(12): 5969–5987
- 46.Wang L, Li Z Q, Li D H, Li K T, Tian Q J, Li L, Zhang Y, Lü Y and Gu X F. 2012. Retrieval of dust fraction of atmospheric aerosols based on spectra characteristics of refractive indices obtained from remote sensing measurements. Spectroscopy and Spectral Analysis, 32(6): 1644–1649 (
- 47.Wang L, Li Z Q, Ma Y, Li L and Wei P. 2013. Retrieval of aerosol chemical composition from ground-based remote sensing data of sun-sky radiometers during haze days in Beijing winter. Journal of Remote Sensing, 17(4): 944–958 (
- 48.Wang L, Li Z Q, Tian Q J, Ma Y, Zhang F X, Zhang Y, Li D H, Li K T and Li L. 2013. Estimate of aerosol absorbing components of black carbon, brown carbon, and dust from ground-based remote sensing data of sun-sky radiometers. Journal of Geophysical Research: Atmospheres, 118(12): 6534–6543
- 49.Wang Y S, Yao L, Wang L L, Liu Z R, Ji D S, Tang G Q, Zhang J K, Sun Y, Hu B and Xin J Y. 2014. Mechanism for the formation of the January 2013 heavy haze pollution episode over central and eastern China. Science China Earth Sciences, 44(1): 15–26 (
- 50.Xie Y S, Li D H, Li K T, Zhang L, Chen C, Xu H and Li Z Q. 2013. Aerosol optical and microphysical properties in haze days based on ground-based remote sensing measurements. Journal of Remote Sensing, 17(4): 970–980 (
- 51.Xie Y S, Li Z Q, Li L, Wang L, Li D H, Chen C, Li K T and Xu H. 2014. Study on influence of different mixing rules on the aerosol components retrieval from ground-based remote sensing measurements. Atmospheric Research, 145–146: 267–278
- 52.Xie Y S, Li Z Q, Zhang Y X, Zhang Y, Li D H, Li K T, Xu H, Zhang Y, Wang Y Q, Chen X F, Schauer J J and Bergin M. 2017. Estimation of atmospheric aerosol composition from ground-based remote sensing measurements of Sun-sky radiometer. Journal of Geophysical Research: Atmospheres, 122(1): 498–518
- 53.Wei P, Li Z Q, Wang Y, Xie Y S, Zhang Y and Xu H. 2013. Remote sensing estimation of aerosol composition and radiative effects in haze days. Journal of Remote Sensing, 17(4): 1021–1031 (
- 54.Zhang Y, Li Z Q, Cuesta J, Li D H, Wei P, Xie Y S and Li L. 2015. Aerosol column size distribution and water uptake observed during a major haze outbreak over Beijing on January 2013. Aerosol and Air Quality Research, 15(3): 945–957
- 55.Zhang Y, Li Z Q, Sun Y L, Lv Y and Xie Y S. 2018. Estimation of atmospheric columnar organic matter (OM) mass concentration from remote sensing measurements of aerosol spectral refractive indices. Atmospheric Environment, 179: 107–117


