Journal of Meteorological Research

, Volume 29, Issue 2, pp 180–200 | Cite as

A comparison of the physical and optical properties of anthropogenic air pollutants and mineral dust over Northwest China

  • Xin Wang (王 鑫)
  • Wei Pu (浦 伟)
  • Jinsen Shi (史晋森)
  • Jianrong Bi (闭建荣)
  • Tian Zhou (周 天)
  • Xueying Zhang (张雪莹)
  • Yong Ren (任 勇)
Articles

Abstract

Emissions of mineral dust and its mixing with anthropogenic air pollutants affect both regional and global climates. Our fieldwork in late spring 2007 (April 25–June 15) measured the physical and optical properties of dust storms mixed with local air pollutants at a rural site about 48 km southeast of central Lanzhou. Levels of air pollutants and aerosol optical properties were observed during the experiment, with concentrations of NOx (6.8 ± 3.3 ppb, average ± standard deviation), CO (694 ± 486 ppb), SO2 (6.2 ± 10 ppb), O3 (50.7 ± 13.1 ppb), and PM10 (172 ± 180 μg m−3), and aerosol scattering coefficient (164 ± 89 Mm−1; 1 Mm = 106 m) and absorption coefficient (11.7 ± 6.6 Mm−1), all much lower than the values observed during air pollution episodes in urban areas. During a major dust storm, the mass concentration of PM10 reached 4072 μg m−3, approximately 21-fold higher than in non-dust storm periods. The mixing ratios of trace gases declined noticeably after a cold front passed through. The observed CO/SO2 and CO/NOx ratios during air pollution episodes were 4.2–18.3 and 13.7–80.5, respectively, compared with the corresponding ratios of 38.1–255.7 and 18.0–245.9 during non-pollution periods. Our investigations suggest that dust storms have a significant influence on air quality in areas far from their source, and this large-scale transport of dust and air pollutants produces major uncertainties in the quantification of the global effects of emissions over Northwest China.

Key words

mineral dust anthropogenic air pollutants trace gases PM10 emission factors 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Abdul-Wahab S. A., and W. S. Bouhamra, 2004: Diurnal variations of airpollution from motor vehicles in residential area. International Journal of Environmental Studies, 61, 73–98.CrossRefGoogle Scholar
  2. Akimoto H., 2003: Global air quality and pollution. Science, 302, 1716–1719.CrossRefGoogle Scholar
  3. Allen D., K. Pickering, and M. Fox-Rabinovitz, 2004: Evaluation of pollutant outflow and CO sources during TRACE-P using model-calculated, aircraftbased, and Measurements of Pollution in the Troposphere (MOPITT)-derived CO concentrations. J. Geophys. Res., 109, D15S03, doi:  10.1029/2003JD004250.Google Scholar
  4. Anderson T. L., and J. A. Ogren, 1998: Determining aerosol radiative properties using the TSI 3563 integrating nephelometer. Aerosol Sci. Technol., 29, 57–69.CrossRefGoogle Scholar
  5. Anderson T. L., S. J. Masonis, D. S. Covert, et al., 2003: Variability of aerosol optical properties derived from in-situ aircraft measurements during ACE-Asia. J. Geophys. Res., 108, 8647, doi:  10.1029/2002JD003247.Google Scholar
  6. Arimoto R., X. Y. Zhang, B. J. Huebert, et al., 2004: Chemical composition of atmospheric aerosols from Zhenbeitai, China, and Gosan, South Korea, during ACE-Asia. J. Geophys. Res., 109, D19S04, doi:  10.1029/2003JD004323.Google Scholar
  7. Arimoto R., Y. J. Kim, Y. P. Kim, et al., 2006: Characterization of Asian dust during ACE-Asia. Global Planet Change, 52, 23–56.CrossRefGoogle Scholar
  8. Arnott W. P., H. Moosmüller, P. J. Sheridan, et al., 2003: Photoacoustic and filter-based ambient aerosol light absorption measurements: Instrument comparisons and the role of relative humidity. J. Geophys. Res., 108, 4034, doi:  10.1029/2002JD002165.CrossRefGoogle Scholar
  9. Arnott W. P., K. Hamasha, H. Moosmuller, et al., 2005: Towards aerosol light-absorption measurements with a 7-wavelength Aethalometer: Evaluation with a photoacoustic instrument and 3-wavelength nephelometer. Aerosol Sci. Technol., 39, 17–29.CrossRefGoogle Scholar
  10. Barnard J. C., E. I. Kassianov, T. P. Ackerman, et al., 2007: Estimation of a “radiatively correct” black carbon specific absorption during the Mexico City Metropolitan Area (MCMA) 2003 field campaign. Atmos. Chem. Phys., 7, 1645–1655, doi:  10.5194/acp-7-1645-2007.CrossRefGoogle Scholar
  11. Baumgartner D., G. Raga, O. Peralta, et al., 2002: Diagnosing black carbon trends in large urban areas using carbon monoxide measurements. J. Geophys. Res., 107, 8342, doi:  10.1029/2001JD000626.CrossRefGoogle Scholar
  12. Bergin M. H., G. R. Cass, J. Xu, et al., 2001: Aerosol radiative, physical, and chemical properties in Beijing during June 1999. J. Geophys. Res., 106, 17969–17980.CrossRefGoogle Scholar
  13. Bi J. R., J. P. Huang, Q. A. Fu, et al., 2011: Toward characterization of the aerosol optical properties over Loess Plateau of northwestern China. Journal of Quantitative Spectroscopy & Radiative Transfer, 112, 346–360.CrossRefGoogle Scholar
  14. Bonasoni P., P. Cristofanelli, F. Calzolari, et al., 2004: Aerosol-ozone correlations during dust transport episodes. Atmos. Chem. Phys., 4, 1201–1215.CrossRefGoogle Scholar
  15. Bond T. C., and R. W. Bergstrom, 2006: Light absorption by carbonaceous particles: An investigative review. Aerosol Sci. Technol., 40, 27–67.CrossRefGoogle Scholar
  16. Brock C. A., P. K. Hudson, E. R. Lovejoy, et al., 2004: Particle characteristics following cloud-modified transport from Asia to North America. J. Geophys. Res., 109, D23S26, doi:  10.1029/2003JD004198.Google Scholar
  17. Campbell J. R., D. L. Hlavka, E. J. Welton, et al., 2002: Full-time, eye-safe cloud and aerosol lidar observation at atmospheric radiation measurement program sites: Instruments and data processing. J. Atmos. Oceanic Technol., 19, 431–442.CrossRefGoogle Scholar
  18. Carmichael G. R., Y. Tang, G. Kurata, et al., 2003a: Regional-scale chemical transport modeling in support of the analysis of observations obtained during the TRACE-P experiment. J. Geophys. Res., 108, 8823, doi:  10.1029/2002JD003117.CrossRefGoogle Scholar
  19. Carmichael G. R., Y. Tang, G. Kurata, et al., 2003b: Evaluating regional emission estimates using the TRACE-P observations. J. Geophys. Res., 108, 8810, doi:  10.1029/2002JD003116.CrossRefGoogle Scholar
  20. Che H., X. Xia, J. Zhu, et al., 2014: Column aerosol optical properties and aerosol radiative forcing during a serious haze-fog month over North China Plain in 2013 based on ground-based sunphotometer measurements. Atmos. Chem. Phys., 14, 2125–2138.CrossRefGoogle Scholar
  21. Che H. Z., X. Y. Zhang, Y. Li, et al., 2007: Horizontal visibility trends in China during 1981–2005. Geophys. Res. Lett., 34, L24706, doi:  10.1029/2007GL031450.CrossRefGoogle Scholar
  22. Chen B., J. Huang, P. Minnis, et al., 2010: Detection of dust aerosol by combining CALIPSO active lidar and passive IIR measurements. Atmos. Chem. Phys., 10, 4241–4251.CrossRefGoogle Scholar
  23. Conant W. C., J. H. Seinfeld, J. Wang, et al., 2003: A model for the radiative forcing during ACEAsia derived from CIRPAS Twin Otter and R/V Ronald H. Brown data and comparison with observations. J. Geophys. Res., 108, 8661, doi:  10.1029/2002JD003260.CrossRefGoogle Scholar
  24. Crutzen P. J., and M. O. Andreae, 1990: Biomass burning in the tropics–impact on atmospheric chemistry and biogeochemical cycles. Science, 250, 1669–1678.CrossRefGoogle Scholar
  25. de Gouw J. A., O. R. Cooper, C. Warneke, et al., 2004: Chemical composition of air masses transported from Asia to the U. S. West Coast during ITCT 2K2: Fossil fuel combustion versus biomass-burning signatures. J. Geophys. Res., 109, D23S20, doi:  10.1029/2003JD004202.Google Scholar
  26. Dentener F. J., G. R. Carmichael, Y. Zhang, et al., 1996: Role of mineral aerosol as a reactive surface in the global troposphere. J. Geophys. Res., 101, 22869–22889.CrossRefGoogle Scholar
  27. Dickerson R. R., S. Kondragunta, G. Stenchikov, et al., 1997: The impact of aerosols on solar ultraviolet radiation and photochemical smog. Science, 278, 827–830.CrossRefGoogle Scholar
  28. Draxier R. R., and G. D. Hess, 1998: An overview of the HYSPLIT-4 modelling system for trajectories, dispersion, and deposition. Australian Meteorological Magazine, 47, 295–308.Google Scholar
  29. Duce R. A., C. K. Unni, B. J. Ray, et al., 1980: Longrange atmospheric transport of soil dust from Asia to the tropical North Pacific–Temporal variability. Science, 209, 1522–1524.CrossRefGoogle Scholar
  30. Elminir H. K., 2005: Dependence of urban air pollutants on meteorology. Sci. Total Environ., 350, 225–237.CrossRefGoogle Scholar
  31. Fowler D., K. Pilegaard, M. A. Sutton, et al., 2009: Atmospheric composition change: Ecosystemsatmosphere interactions. Atmos. Environ., 43, 5193–5267.CrossRefGoogle Scholar
  32. Gao Y., R. Arimoto, R. A. Duce, et al., 1997: Temporal and spatial distributions of dust and its deposition to the China Sea. Tellus B, 49, 172–189.CrossRefGoogle Scholar
  33. Heald C. L., D. J. Jacob, R. J. Park, et al., 2005: A large organic aerosol source in the free troposphere missing from current models. Geophys. Res. Lett., 32, L18809, doi:  10.1029/2005GL023831.Google Scholar
  34. Heintzenberg J., A. Wiedensohler, T. M. Tuch, et al., 2006: Intercomparisons and aerosol calibrations of 12 commercial integrating nephelometers of three manufacturers. J. Atmos. Oceanic Technol., 23, 902–914.CrossRefGoogle Scholar
  35. Holben B. N., T. F. Eck, I. Slutsker, et al., 1998: AERONET-A federated instrument network and data archive for aerosol characterization. Remote Sens. Environ., 66, 1–16.CrossRefGoogle Scholar
  36. Horvath H., 1993: Atmospheric light-absorption–A review. Atmos. Environ., 27, 293–317.CrossRefGoogle Scholar
  37. Huang J., P. Minnis, B. Chen, et al., 2008a: Longrange transport and vertical structure of Asian dust from CALIPSO and surface measurements during PACDEX. J. Geophys. Res., 113, D23212, doi:  10.1029/2008JD010620.CrossRefGoogle Scholar
  38. Huang, Jianping, Zhang Wu, Zuo Jinqing, et al., 2008b: An overview of the semi-arid climate and environment research observatory over the Loess Plateau. Adv. Atmos. Sci., 25, 906–921.CrossRefGoogle Scholar
  39. Huang Z. W., J. P. Huang, J. R. Bi, et al., 2010: Dust aerosol vertical structure measurements using three MPL lidars during 2008 China-US joint dust field experiment. J. Geophys. Res., 115, D00K15, doi:  10.1029/2009JD013273.Google Scholar
  40. Huebert B. J., T. Bates, P. B. Russell, et al., 2003: An overview of ACE-Asia: Strategies for quantifying the relationships between Asian aerosols and their climatic impacts. J. Geophys. Res., 108, 8633, doi:  10.1029/2003JD003550.CrossRefGoogle Scholar
  41. Husar R. B., D. M. Tratt, B. A. Schichtel, et al., 2001: Asian dust events of April 1998. J. Geophys. Res., 106, 18317–18330.CrossRefGoogle Scholar
  42. IPCC, 2013: Climate Change. The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 3–29.Google Scholar
  43. Jacob D. J., J. H. Crawford, M. M. Kleb, et al., 2003: Transport and Chemical Evolution over the Pacific (TRACE-P) aircraft mission: Design, execution, and first results. J. Geophys. Res., 108, doi:  10.1029/2002JD003276.Google Scholar
  44. Jaffe D., T. Anderson, D. Covert, et al., 1999: Transport of Asian air pollution to North America. Geophys. Res. Lett., 26, 711–714.CrossRefGoogle Scholar
  45. Jaffe D., S. Tamura, and J. Harris, 2005: Seasonal cycle and composition of background fine particles along the west coast of the US. Atmos. Environ., 39, 297–306.CrossRefGoogle Scholar
  46. Kalkstein L. S., G. Tan, and J. A. Skindlov, 1987: An evaluation of three clustering procedures for use in synoptic climatological classification. J. Climate Appl. Meteor., 26, 717–730.CrossRefGoogle Scholar
  47. Kim S. W., A. Jefferson, S. C. Yoon, et al., 2005: Comparisons of aerosol optical depth and surface shortwave irradiance and their effect on the aerosol surface radiative forcing estimation. J. Geophys. Res., 110, D07204, doi:  10.1029/2004JD004989.Google Scholar
  48. Li C., L. T. Marufu, R. R. Dickerson, et al., 2007a: Insitu measurements of trace gases and aerosol optical properties at a rural site in northern China during East Asian study of tropospheric aerosols: An international regional experiment 2005. J. Geophys. Res., 112, D22S04, doi:  10.1029/2006JD007592.Google Scholar
  49. Li C., S. C. Tsay, J. S. Fu, et al., 2010: Anthropogenic air pollution observed near dust source regions in northwestern China during springtime 2008. J. Geophys. Res., 115, D00K22, doi:  10.1029/2009JD013659.Google Scholar
  50. Li Z. Q., H. Chen, M. Cribb, et al., 2007b: Preface to special section on East Asian studies of tropospheric aerosols: An international regional experiment (EAST-AIRE). J. Geophys. Res., 112, D22S00, doi:  10.1029/2007JD008853.Google Scholar
  51. Littmann T., 1991: Dust storm frequency in Asia–Climatic control and variability. Int. J. Climatol. 11, 393–412.CrossRefGoogle Scholar
  52. Mari C., M. J. Evans, P. I. Palmer, et al., 2004: Export of Asian pollution during two cold front episodes of the TRACE-P experiment. J. Geophys. Res., 109, D15S17, doi:  10.1029/2003JD004307.Google Scholar
  53. McKendry I. G., A. M. Macdonald, W. R. Leaitch, et al., 2008: Trans-Pacific dust events observed at Whistler, British Columbia during INTEX-B. Atmos. Chem. Phys., 8, 6297–6307.CrossRefGoogle Scholar
  54. Muller T., A. Nowak, A. Wiedensohler, et al., 2009: Angular illumination and truncation of three different integrating nephelometers: Implications for empirical, size-based corrections. Aerosol Sci. Technol., 43, 581–586.CrossRefGoogle Scholar
  55. Penner J. E., C. C. Chuang, and K. Grant, 1998: Climate forcing by carbonaceous and sulfate aerosols. Climate Dyn., 14, 839–851.CrossRefGoogle Scholar
  56. Petzold A., C. Kopp, and R. Niessner, 1997: The dependence of the specific attenuation cross-section on black carbon mass fraction and particle size. Atmos. Environ., 31, 661–672.CrossRefGoogle Scholar
  57. Prospero J. M., 1999a: Long-range transport of mineral dust in the global atmosphere: Impact of African dust on the environment of the southeastern United States. Proc. Natl. Acad. Sci. USA, 96, 3396–3403.CrossRefGoogle Scholar
  58. Prospero J. M., 1999b: Long-term measurements of the transport of African mineral dust to the southeastern United States: Implications for regional air quality. J. Geophys. Res., 104, 15917–15927.CrossRefGoogle Scholar
  59. Prospero J. M., and O. L. Mayol-Bracero, 2013: Understanding the transport and impact of african dust on the Caribbean basin. Bull. Amer. Meteor. Soc., 94, 1329–1337.CrossRefGoogle Scholar
  60. Ramanathan V., P. J. Crutzen, J. Lelieveld, et al., 2001: Indian Ocean experiment: An integrated analysis of the climate forcing and effects of the great Indo-Asian haze. J. Geophys. Res., 106, 28371–28398.CrossRefGoogle Scholar
  61. Ramanathan V., and G. Carmichael, 2008. Global and regional climate changes due to black carbon. Nature Geoscience, 1, 221–227.CrossRefGoogle Scholar
  62. Rosenfeld D., Y. Rudich, and R. Lahav, 2001: Desert dust suppressing precipitation: A possible desertification feedback loop. Proc. Natl. Acad. Sci. USA, 98, 5975–5980.CrossRefGoogle Scholar
  63. Schuster G. L., O. Dubovik, B. N. Holben, et al., 2005: Inferring black carbon content and specific absorption from AERONET retrievals. J. Geophys. Res., 110, D10S17, doi:  10.1029/2004JD004548.Google Scholar
  64. Schwarz J. P., R. S. Gao, J. R. Spackman, et al., 2008: Measurement of the mixing state, mass, and optical size of individual black carbon particles in urban and biomass burning emissions. Geophys. Res. Lett., 35, 13810–13814.CrossRefGoogle Scholar
  65. Sharma S., J. R. Brook, H. Cachier, et al., 2002: Light absorption and thermal measurements of black carbon in different regions of Canada. J. Geophys. Res., 107, AAC 11–1-AAC 11–11, doi:  10.1029/2002JD002496.Google Scholar
  66. Streets D. G., N. Y. Tsai, H. Akimoto, et al., 2000: Sulfur dioxide emissions in Asia in the period 1985–1997. Atmos. Environ., 34, 4413–4424.CrossRefGoogle Scholar
  67. Streets D. G., and S. T. Waldhoff, 2000: Present and future emissions of air pollutants in China: SO2, NOx, and CO. Atmos. Environ., 34, 363–374.CrossRefGoogle Scholar
  68. Streets D. G., K. J. Jiang, X. L. Hu, et al., 2001: Climate change—Recent reductions in China’s greenhouse gas emissions. Science, 294, 1835–1837.CrossRefGoogle Scholar
  69. Streets D. G., T. C. Bond, G. R. Carmichael, et al., 2003a: An inventory of gaseous and primary aerosol emissions in Asia in the year 2000. J. Geophys. Res., 108, 8809, doi:  10.1029/2002JD003093.CrossRefGoogle Scholar
  70. Streets D. G., K. F. Yarber, J. H. Woo, et al., 2003b: Biomass burning in Asia: Annual and seasonal estimates and atmospheric emissions. Global Biogeochemical Cycles, 17, 1099, doi:  10.1029/2003GB002040.CrossRefGoogle Scholar
  71. Sullivan R. C., S. A. Guazzotti, D. A. Sodeman, et al., 2007: Direct observations of the atmospheric processing of Asian mineral dust. Atmos. Chem. Phys., 7, 1213–1236.CrossRefGoogle Scholar
  72. Sun Y. L., G. S. Zhuang, Y. Wang, et al., 2005: Chemical composition of dust storms in Beijing and implications for the mixing of mineral aersol with pollution aerosol on the pathway. J. Geophys. Res., 110, D24209, doi:  10.1029/2005JD006054.CrossRefGoogle Scholar
  73. Tegen I., A. A. Lacis, and I. Fung, 1996: The influence on climate forcing of mineral aerosols from disturbed soils. Nature, 380, 419–422.CrossRefGoogle Scholar
  74. Tu F. H., D. C. Thornton, A. R. Bandy, et al., 2003: Dynamics and transport of sulfur dioxide over the Yellow Sea during TRACE-P. J. Geophys. Res., 108, 8790, doi:  10.1029/2002JD003227.CrossRefGoogle Scholar
  75. van Aardenne J. A., G. R. Carmichael, H. Levy, et al., 1999: Anthropogenic NOx emissions in Asia in the period 1990–2020. Atmos. Environ., 33, 633–646.CrossRefGoogle Scholar
  76. van Curen R. A., S. S. Cliff, K. D. Perry, et al., 2005: Asian continental aerosol persistence above the marine boundary layer over the eastern North Pacific: Continuous aerosol measurements from Intercontinental Transport and Chemical Transformation 2002 (ITCT 2K2). J. Geophys. Res., 110, D09S90, doi:  10.1029/2004JD004973.Google Scholar
  77. Wang T., T. F. Cheung, Y. S. Li, et al., 2002: Emission characteristics of CO, NOx, SO2 and indications of biomass burning observed at a rural site in eastern China. J. Geophys. Res., 107, ACH 9–1–ACH 9–10, doi:  10.1029/2001JD000724.Google Scholar
  78. Wang T., C. H. Wong, T. F. Cheung, et al., 2004: Relationships of trace gases and aerosols and the emission characteristics at Lin’an, a rural site in eastern China, during spring 2001. J. Geophys. Res., 109, D19S05, doi:  10.1029/2003JD004119.Google Scholar
  79. Wang X., J. P. Huang, M. X. Ji, et al., 2008: Variability of East Asia dust events and their long-term trend. Atmos. Environ., 42, 3156–3165.CrossRefGoogle Scholar
  80. Wang X., J. P. Huang, R. D. Zhang, et al., 2010: Surface measurements of aerosol properties over Northwest China during ARM China 2008 deployment. J. Geophys. Res., 115, D00K27, doi:  10.1029/2009JD013467.Google Scholar
  81. Wang X., S. J. Doherty, and J. P. Huang, 2013: Black carbon and other light-absorbing impurities in snow across northern China. J. Geophys. Res., 118, 1471–1492.CrossRefGoogle Scholar
  82. Wang X. P., D. L. Mauzerall, Y. T. Hu, et al., 2005: A high-resolution emission inventory for eastern China in 2000 and three scenarios for 2020. Atmos. Environ., 39, 5917–5933.CrossRefGoogle Scholar
  83. Wake C. P., P. A. Mayewski, Z. Li, et al., 1994: Modern eolian dust deposition in central Asia. Tellus, 46B, 220–233.CrossRefGoogle Scholar
  84. Welton E. J., J. R. Campbell, J. D. Spinhirne, et al., 2001: Global monitoring of clouds and aerosols using a network of micro-pulse lidar systems. Proc. SPIE, 4153, 151–158, doi:  10.1117/12.417040.CrossRefGoogle Scholar
  85. Woo J. H., D. G. Streets, G. R. Carmichael, et al., 2003: Contribution of biomass and biofuel emissions to trace gas distributions in Asia during the TRACEP experiment. J. Geophys. Res., 108, 8812, doi:  10.1029/2002JD003200.CrossRefGoogle Scholar
  86. Wu G. J., T. D. Yao, B. Q. Xu, et al., 2010: Dust concentration and flux in ice cores from the Tibetan Plateau over the past few decades. Tellus B, 62, 197–206.CrossRefGoogle Scholar
  87. Xia X. A., H. B. Chen, P. C. Wang, et al., 2005: Aerosol properties and their spatial and temporal variations over North China in spring 2001. Tellus, 57B, 28–39.Google Scholar
  88. Xia X. G., P. C. Wang, Y. S. Wang, et al., 2008: Aerosol optical depth over the Tibetan Plateau and its relation to aerosols over the Taklimakan Desert. Geophys. Res. Lett., 35, L16804, doi:  10.1029/2008GL034981.CrossRefGoogle Scholar
  89. Xu J., M. H. Bergin, R. Greenwald, et al., 2004: Aerosol chemical, physical, and radiative characteristics near a desert source region of Northwest China during ACE-Asia. J. Geophys. Res., 109, D19S03, doi:  10.1029/2003JD004239.Google Scholar
  90. Yuan H., G. Zhuang, J. Li, et al., 2008: Mixing of mineral with pollution aerosols in dust season in Beijing: Revealed by source apportionment study. Atmos. Environ., 42, 2141–2157.CrossRefGoogle Scholar
  91. Zhang M. G., I. Uno, G. R. Carmichael, et al., 2003a: Large-scale structure of trace gas and aerosol distributions over the western Pacific Ocean during the Transport and Chemical Evolution Over the Pacific (TRACE-P) experiment. J. Geophys. Res., 108, 8820, doi:  10.1029/2002JD002946.CrossRefGoogle Scholar
  92. Zhang Q., D. G. Streets, G. R. Carmichael, et al., 2009: Asian emissions in 2006 for the NASA INTEX-B mission. Atmos. Chem. Phys., 9, 5131–5153.CrossRefGoogle Scholar
  93. Zhang R., D. A. Hegg, J. Huang, et al., 2013: Source attribution of insoluble light-absorbing particles in seasonal snow across northern China. Atmos. Chem. Phys., 13, 6091–6099.CrossRefGoogle Scholar
  94. Zhang, Renjiang, Xu Yongfu, and Han Zhiwei, 2003b: Inorganic chemical composition and source signature of PM2.5 in Beijing during ACE-Asia period. Chin. Sci. Bull., 48, 1002–1005.CrossRefGoogle Scholar
  95. Zhang X. Y., S. L. Gong, R. Arimoto, et al., 2003c: Characterization and temporal variation of Asian dust aerosol from a site in the northern Chinese deserts. J. Atmos. Chem., 44, 241–257.CrossRefGoogle Scholar
  96. Zhang X. Y., S. L. Gong, Z. X. Shen, et al., 2003d: Characterization of soil dust aerosol in China and its transport and distribution during 2001 ACE-Asia. 1: Network observations. J. Geophys. Res., 108, 4261, doi:  10.1029/2002JD002632.CrossRefGoogle Scholar

Copyright information

© The Chinese Meteorological Society and Springer-Verlag Berlin Heidelberg 2015

Authors and Affiliations

  • Xin Wang (王 鑫)
    • 1
  • Wei Pu (浦 伟)
    • 1
  • Jinsen Shi (史晋森)
    • 1
  • Jianrong Bi (闭建荣)
    • 1
  • Tian Zhou (周 天)
    • 1
  • Xueying Zhang (张雪莹)
    • 1
  • Yong Ren (任 勇)
    • 1
  1. 1.Key Laboratory for Semi-Arid Climate Change of the Ministry of Education, College of Atmospheric SciencesLanzhou UniversityLanzhouChina

Personalised recommendations