Journal of Meteorological Research

, Volume 29, Issue 6, pp 935–949 | Cite as

Seasonal inhomogeneity of soot particles over the central Indo-Gangetic Plains, India: Influence of meteorology

  • B. P. Singh
  • S. Tiwari
  • Philip K. Hopke
  • R. S. Singh
  • D. S. Bisht
  • A. K. Srivastava
  • R. K. Singh
  • U. C. Dumka
  • A. K. Singh
  • B. N. Rai
  • Manoj K. Srivastava
Article

Abstract

Black carbon (BC) particles play a unique and important role in earth’s climate system. BC was measured (in-situ) in the central part of the Indo-Gangetic Plains (IGP) at Varanasi, which is a highly populated and polluted region due to its topography and extensive emission sources. The annual mean BC mass concentration was 8.92 ± 7.0 µg m -3, with 34% of samples exceeding the average value. Seasonally, BC was highest during the post-monsoon and winter periods (approximately 18 µg m -3) and lower in the premonsoon/ monsoon seasons (approximately 6 µg m -3). The highest frequency (approximately 46%) observed for BC mass was in the interval from 5 to 10 µg m -3. However, during the post-monsoon season, the most common values (approximately 23%) were between 20 and 25 µg m -3. The nighttime concentrations of BC were approximately twice as much as the daytime values because of lower boundary layer heights at nighttime. The Ångström exponent was significantly positively correlated (0.55) with ground-level BC concentrations, indicating the impact of BC on the columnar aerosol properties. The estimated mean absorption Ångström exponent was 1.02 ± 0.08 µg m -3, indicating that the major source of BC was from fossil fuel combustion. Significant negative correlations between BC mass and meteorological parameters indicate a pronounced effect of atmospheric dynamics on the BC mass in this region. The highest mean BC mass concentration (18.1 ± 6.9 µg m -3) as a function of wind speed was under calm wind conditions (38% of the time).

Keywords

black carbon Indo-Gangetic Plains absorption Ångström exponent biomass fossil fuel 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Andrea, D. A. C., and P. Artaxo, 2001: Wintertime and summertime S˜ao Paulo aerosol source apportionment study. Atmos. Environ., 35, 4889–4902.CrossRefGoogle Scholar
  2. Aruna, K., T. V. L. Kumar, D. N. Rao, et al., 2013: Black carbon aerosols in a tropical semi-urban coastal environment: Effects of boundary layer dynamics and long range transport. J. Atmos. Solar-Terrest. Phys., 104, 116–125.CrossRefGoogle Scholar
  3. Arnott, W. P., K. Hamasha, H. Moosmüller, 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
  4. Awasthy, V., M. K. Kumar, and S. K. Satheesh, 2010: Measurements of aerosol black carbon at an urban site in southern India. Aerosol and Clouds: Climate Change Perspectives, IASTA conference, 19, 463–466.Google Scholar
  5. Babu, S. S., and K. K. Moorthy, 2002: Aerosol black carbon over a tropical coastal station in India. Geophys. Res. Lett., 29, 2098, doi: 10.1029/2002GL015662.CrossRefGoogle Scholar
  6. Bano, T., S. Singh, N. C. Gupta, et al., 2011: Variation in aerosol black carbon concentration and its emission estimates at the mega-city Delhi. Int. J. Remote Sens., 32, 6749–6764.CrossRefGoogle Scholar
  7. Beegum, S. N., K. K. Moorthy, S. S. Babu, et al., 2009: Spatial distribution of aerosol black carbon over India during pre-monsoon season. Atmos. Environ., 43, 1071–1078.CrossRefGoogle Scholar
  8. Bergstrom, R. W., P. Pilewskie, J. Pommier, et al., 2004: Spectral absorption of solar radiation by aerosols during ACE-Asia. J. Geophys. Res., 109, D19S15, doi: 10.1029/2003JD004467.Google Scholar
  9. Bisht, D. S., U. C. Dumka, D. G. Kaskaoutis, et al., 2015: Carbonaceous aerosols and pollutants over Delhi urban environment: Temporal evolution, source apportionment, and radiative forcing. Sci. Total Environ., 521–522, 431–445.CrossRefGoogle Scholar
  10. Bond, T. C., 2001: Spectral dependence of visible light absorption by carbonaceous particles emitted from coal combustion. Geophys. Res. Lett., 28, 4075–4078.CrossRefGoogle Scholar
  11. Bond, T. C., and R. W. Bergstrom, 2006: Light absorption by carbonaceous particles: An investigative review. Aerosol Sci. Tech., 40, 27–67.CrossRefGoogle Scholar
  12. Bond, T. C., S. J. Doherty, D. W. Fahey, et al., 2013: Bounding the role of black carbon in the climate system: A scientific assessment. J. Geophys. Res., 118, 5380–5552.Google Scholar
  13. Cao, J. J., C. S. Zhu, J. C. Chow, et al., 2009: Black carbon relationships with emissions and meteorology in Xi’an, China. Atmos. Res., 94, 194–202.CrossRefGoogle Scholar
  14. Chen, L. W. A., B. G. Doddridge, R. R. Dickerson, et al., 2001: Seasonal variations in elemental carbon aerosol, carbon monoxide and sulfur dioxide: Implications for sources. Geophys. Res. Lett., 28, 1711–1714.CrossRefGoogle Scholar
  15. Collaud, C. M., E. Weingartner, A. Apituley, et al., 2010: Minimizing light absorption measurement artifacts of the Aethalometer: Evaluation of five correction algorithms. Atmos. Meas. Tech. 3, 457–474.Google Scholar
  16. Corrigan, C. E., V. Ramanathan, and J. J. Schauer, 2006: Impact of monsoon transitions on the physical and optical properties of aerosols. J. Geophys. Res., 111, D18208, doi: 10.1029/2005JD006370.CrossRefGoogle Scholar
  17. Dumka, U. C., P. R. Sinha, R. K. Manchanda, et al., 2010a: Seasonal and diurnal variation of black carbon aerosols over tropical urban site Hyderabad India. Aerosol and Clouds: Climate Change Perspectives, IASTA Conference, 19(1&2), 440–441.Google Scholar
  18. Dumka, U. C., K. K. Moorthy, R. Kumar, et al., 2010b: Characteristics of aerosol black carbon mass concentration over a high altitude location in the Central Himalayas from multi-year measurements. Atmos. Res., 96, 510–521.CrossRefGoogle Scholar
  19. Dumka, U. C., R. K. Manchanda, P. R. Sinha, et al., 2013: Temporal variability and radiative impact of black carbon aerosol over tropical urban station Hyderabad. J. Atmos. Solar-Terrestr. Phys., 105–106, 81–90.CrossRefGoogle Scholar
  20. Ganguly, D., A. Jayaraman, H. Gadhavi, et al., 2005: Features in wavelength dependence of aerosol absorption observed over central India. Geophys. Res. Lett., 32, L13821, doi: 10.1029/2005GL023023.CrossRefGoogle Scholar
  21. Horvath, H., 1995: Estimation of the average visibility in central Europe. Atmos. Environ., 29, 241–246.CrossRefGoogle Scholar
  22. Huang, X. F., T. L. Sun, L. W. Zeng, et al., 2012: Black carbon aerosol characterization in a coastal city in South China using a single particle soot photometer. Atmos. Environ., 51, 21–28, doi: 10.1016/j.atmosenv.2012.01.056.CrossRefGoogle Scholar
  23. Husain, L., V. A. Dutkiewics, A. J. Khan, et al., 2007: Characterization of carbonaceous aerosols in urban air. Atmos. Environ., 41, 6872–6883.CrossRefGoogle Scholar
  24. Hyvärinen, A. P., H. Lihavainen, M. Komppula, et al., 2009: Continuous measurements of optical properties of atmospheric aerosols in Mukteshwar, northern India. J. Geophys. Res., 114, D08207, doi: 10.1029/2008JD011489.Google Scholar
  25. Hyvärinen, A. P., H. Lihavainen, M. Komppula, et al., 2010: Aerosol measurements at the Gual Pahari EUCAARI station: Preliminary results from in-situ measurements. Atmos. Chem. Phys., 10, 7241–7252.CrossRefGoogle Scholar
  26. Hyvärinen, A. P., P. Kolmonen, V.-M. Kerminen, et al., 2011: Aerosol black carbon at five background measurement sites over Finland, a gateway to the Arctic. Atmos. Environ., 45, 4042–4050.CrossRefGoogle Scholar
  27. Invernizzi, G., A. Ruprecht, R. Mazza, et al., 2011: Measurement of black carbon concentration as an indicator of air quality benefits of traffic restriction policies within the ecopass zone in Milan, Italy. Atmos. Environ., 45, 3522–3527.CrossRefGoogle Scholar
  28. IPCC, 2007: Changes in atmospheric constituents and in radiative forcing. Climate Change 2007: The Physical Science Basis. Contribution of Working Group to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. S. Solomon, et al., Eds., Cambridge University Press, Cambridge, UK and New York, NY, USA, 996 pp.Google Scholar
  29. Jacobson, M. Z., 2001: Strong radiative heating due to the mixing state of black carbon in atmospheric aerosols. Nature, 409, 695–697.CrossRefGoogle Scholar
  30. Jacobson, M. Z., 2002: Control of fossil-fuel particulate black carbon and organic matter, possibly the most effective method of slowing global warming. J. Geophys. Res., 107, 4410. doi: 10.1029/2001JD001376.CrossRefGoogle Scholar
  31. Kaufman, Y. J., D. Tanré, and O. Boucher, 2002: A satellite view of aerosols in the climate system. Nature, 419, 215–223.CrossRefGoogle Scholar
  32. Kirchstetter, T. W., T. Novakov, and P. V. Hobbs, 2004: Evidence that the spectral dependence of light absorption by aerosols is affected by organic carbon. J. Geophys. Res., 109, D21208, doi: 10.1029/2004JD004999.CrossRefGoogle Scholar
  33. Kumar, M., S. Tiwari, V. Murari, et al., 2015: Wintertime characteristics of aerosols at middle Indo- Gangetic Plain: Impacts of regional meteorology and long range transport. Atmos. Environ., 104, 162–175.CrossRefGoogle Scholar
  34. Kuniyal, J. C., 2010: Aerosols climatology over the northwestern Indian Himalayan region. ARFI & ICARB Scientific Progress Report ISRO-GBP, India, 93–99.Google Scholar
  35. Lau, K. M., and K. M. Kim, 2006: Observational relationship between aerosol and Asian monsoon rainfall, and circulation. Geophys. Res. Lett., 33, L21810, doi: 10.1029/2006GL027546.CrossRefGoogle Scholar
  36. Liao Hong and Shang Jingjing, 2015: Regional warming by black carbon and tropospheric ozone: A review of progress and research challenges in China. J. Meteor. Res., 29, 525–545.CrossRefGoogle Scholar
  37. Lodhi, N. K., S. N. Beegum, S. Singh, et al., 2013: Aerosol climatology at Delhi in the western Indo-Gangetic Plain: Microphysics, long-term trends and source strengths. J. Geophys. Res., 118, doi: 10.1002/jgrd.50165.Google Scholar
  38. Lyamani, H., F. J. Olmo, I. Foyo, et al., 2011: Black carbon aerosols over an urban area in southeastern Spain: Changes detected after the 2008 economic crisis. Atmos. Environ., 45, 6423–6432.CrossRefGoogle Scholar
  39. Menon, S., J. Hansen, L. Nazarenko, et al., 2002: Climate effects of black carbon aerosols in China and India. Science, 297, 2250–2253.CrossRefGoogle Scholar
  40. Mishra, A. K., T. Shibata, 2012: Synergistic analyses of optical and microphysical properties of agricultural crop residue burning aerosols over the Indo-Gangetic Basin (IGB). Atoms. Environ., 57, 205–218.CrossRefGoogle Scholar
  41. Mohan, M., and S. Bhati, 2009: Why is megacity Delhi prone to high atmospheric pollution potential? TFMM-TF HTAP Joint Workshop, Paris, June 2009.Google Scholar
  42. Moorthy, K. K., and S. K. Satheesh, 2011: Black carbon aerosols over India. Black Carbon e-Bulletin, ENEP, 3.Google Scholar
  43. Moosmüller, H., R. K. Chakrabarty, and W. P. Arnott, 2009: Aerosol light absorption and its measurement: A review. J. Quant. Spectrosc. Rad. Trans., 110, 844–878.CrossRefGoogle Scholar
  44. Pandithurai, G., S. Dipu, K. K. Dani, et al., 2008: Aerosol radiative forcing during dust events over New Delhi, India. J. Geophys. Res., 113, D13209, doi: 10.1029/2008JD009804.CrossRefGoogle Scholar
  45. Pant, P., P. Hegde, U. C. Dumka, et al., 2006: Aerosol characteristics at a high-altitude location during ISRO-GBP land campaign-II. Curr. Sci., 91, 1053–1061.Google Scholar
  46. Pani, S. K., and S. Verma, 2010: Black carbon and its contribution to aerosol optical depth over Kolkata on the eastern IGP. IASTA Conference Bulletin, 19, 458–460.Google Scholar
  47. Pereira, S. N., F. Wagner, and A. M. Silva, 2012: Long term black carbon measurements in the southwestern Iberia Peninsula. Atmos. Environ., 57, 63–71.CrossRefGoogle Scholar
  48. Prasad, A. K., R. P. Singh, M. Kafatos, et al., 2005: Proceedings of symposium S6 held during the Seventh IAHS Scientific Assembly at Foz do Igua¸cu, Brazil, April 2005. IAHS Publ., 296.Google Scholar
  49. Praveen, P. S., T. Ahmed, A. Kar, et al., 2012: Link between local scale BC emissions in the indo-gangetic plains and large scale atmospheric solar absorption. Atmos. Chem. Phys., 12, 1173–1187, doi: 10.5194/acp-12-1173-2012.CrossRefGoogle Scholar
  50. Raju, M. P., P. D. Safai, P. S. P. Rao, et al., 2011: Seasonal characteristics of black carbon aerosols over a high altitude station in Southwest India. Atmos. Res., 100, 103–110.CrossRefGoogle Scholar
  51. Ramachandran, S., 2004: Spectral aerosol optical characteristics during the northeast monsoon over the Arabian Sea and the tropical Indian Ocean. 2: Ångström parameters and anthropogenic influence. J. Geophys. Res., 109, D19208, doi: 10.1029/2003JD004483.CrossRefGoogle Scholar
  52. Ramachandran, S., and T. A. Rajesh, 2007: Black carbon aerosol mass concentrations over Ahmedabad, an urban location in western India: Comparison with urban sites in Asia, Europe, Canada, and the United States. J. Geophys. Res., 112, D06211.Google Scholar
  53. Ramanathan, V., and G. Carmichael, 2008: Global and regional climate changes due to black carbon. Nature Geosci., 1, 221–227.CrossRefGoogle Scholar
  54. Ramachandran, S., and S. Kedia, 2010: Black carbon aerosols over an urban region: Radiative forcing and climate impact. J. Geophys. Res., 115, D10202, doi: 10.1029/2009JD013560.CrossRefGoogle Scholar
  55. Raysoni, A. U., J. A. Sarnat, S. E. Sarnat, et al., 2011: Binational school-based monitoring of traffic-related air pollutants in El Paso, Texas (USA) and Ciudad Juarez, Chihuahua (México). Environ. Pollut., 159, 2476–2486.CrossRefGoogle Scholar
  56. Reddy, M. S., and C. Venkataraman, 2002: Inventory of aerosol and sulphur dioxide emissions from India. Part II: Biomass combustion. Atmos. Environ., 36, 699–712.CrossRefGoogle Scholar
  57. Ruellan, S., and H. Cachier, 2001: Characterisation of fresh particulate vehicular exhausts near a paris high flow road. Atmos. Environ., 35, 453–468.CrossRefGoogle Scholar
  58. Russell, P. B., R. W. Bergstrom, Y. Shinozuka, et al., 2010: Absorption Angstrom exponent in AERONET and related data as an indicator of aerosol composition. Atmos. Chem. Phys., 10, 1155–1169.CrossRefGoogle Scholar
  59. Safai, P. D., S. Kewat, G. Pandithurai, et al., 2008: Aerosol characteristics during winter fog at Agra, North India. J. Atmos. Chem., 61, 101–118.CrossRefGoogle Scholar
  60. Safai, P. D., S. Kewat, P. S. Praveen, et al., 2007: Seasonal variation of black carbon aerosols over tropical urban city of Pune, India. Atmos. Environ., 41, 2699–2709.CrossRefGoogle Scholar
  61. Safai, P. D., M. P. Raju, K. B. Budhavant, et al., 2013: Long term studies on characteristics of black carbon aerosols over a tropical urban station Pune, India. Atmos. Res., 132–133, 173–184.CrossRefGoogle Scholar
  62. Sandradewi, J., A. S. Prévot, S. Szidat, et al., 2008a: Using aerosol light absorption measurements for the quantitative determination of wood burning and traffic emission contributions to particulate matter. Environ. Sci. Technol., 42, 3316–3323.CrossRefGoogle Scholar
  63. Sandradewi, J., A. S. Prévot, E. Weingartner, et al., 2008b: A study of wood burning and traffic aerosols in an Alpine valley using a multi-wavelength Aethalometer. Atmos. Environ., 42, 101–112.CrossRefGoogle Scholar
  64. Satheesh, S. K., and V. Ramanathan, 2000: Large differences in tropical aerosol forcing at the top of the atmosphere and earth’s surface. Nature, 405, 60–63, doi: 10.1038/35011039.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, 4771, doi: 10.1029/2002JD002496.CrossRefGoogle Scholar
  66. Sharma, A. R., S. K. Kharol, K. V. S. Badarinath, et al., 2010: Impact of agriculture crop residue burning on atmospheric aerosol loading-a study over Punjab State, India. Ann. Geophys., 28, 367–379.CrossRefGoogle Scholar
  67. Sheridan, P. J., W. P. Arnott, J. Ogren, et al., 2005: The Reno aerosol optics study: An evaluation of aerosol absorption measurement methods. Aerosol Sci. Technol., 39, 1–16.CrossRefGoogle Scholar
  68. Simpson, A. J., and O. S. McGee, 1996: Analysis of the fumigation effect on pollutants over Pietermaritzburg. South African Geograph. J., 78, 41–46.CrossRefGoogle Scholar
  69. Singh, S., S. Nath, R. Kohli, et al., 2005: Aerosols over Delhi during pre-monsoon months: Characteristics and effects on surface radiation forcing. Geophys. Res. Lett., 32, L13808, doi: 10.1029/2005GL023062.CrossRefGoogle Scholar
  70. Singh, B. P., A. K. Srivastava, S. Tiwari, et al., 2014: Radiative impact of fireworks at a tropical Indian location: A case study. Adv. Meteor., 2014, Article ID 197072, 8.Google Scholar
  71. Singh, S., S. Tiwari, D. P. Gond, et al., 2015: Intraseasonal variability of black carbon aerosols over a coal field area at Dhanbad, India. Atmos. Res., 161–162, 25–35.CrossRefGoogle Scholar
  72. Sloane, C. S., and W. H. White, 1986: Visibility: An evolving issue. Environ. Sci. Technol., 20, 760–766.CrossRefGoogle Scholar
  73. Soni, K., S. Singh, T. Bano, et al., 2010: Variations in single scattering albedo and Angstrom absorption exponent during different seasons at Delhi, India. Atmos. Environ., 44, 4355–4363.CrossRefGoogle Scholar
  74. Sreekanth, V., K. Niranjan, and B. L. Madhavan, 2007: Radiative forcing of black carbon over eastern India. Geophys. Res. Lett., 34, L17818, doi: 10.1029/2007GL030377.CrossRefGoogle Scholar
  75. Srivastava, A. K., K. Ram, P. Pant, et al., 2012a: Black carbon aerosols over Manora Peak in the Indian Himalayan foothills: Implications for climate forcing. Environ. Res. Lett., 7, 014002, doi: 10.1088/1748-9326/7/1/014002.CrossRefGoogle Scholar
  76. Srivastava, A. K., S. Tiwari, P. C. S. Devara, et al., 2011b: Pre-monsoon aerosol characteristics over the Indo- Gangetic Basin: Implications to climatic impact. Annal. Geophys., 29, 789–804, doi: 10.5194/angeo-29-789-2011.CrossRefGoogle Scholar
  77. Srivastava, A. K., S. Sachchidanand, P. Pant, et al., 2012b: Characteristics of black carbon over Delhi and Manora Peak-a comparative study. Atmos. Sci. Lett., 13, 223–230.CrossRefGoogle Scholar
  78. Srivastava, A. K., D. S. Bisht, K. Ram, et al., 2014: Characterization of carbonaceous aerosols over Delhi in Ganga basin: Seasonal variability and possible sources. Environ. Sci. Pollut. Res., 21, 8610–8619.CrossRefGoogle Scholar
  79. Srivastava, M. K., S. K. Srivastava, A. Saha, et al., 2011a: Aerosol optical properties over Delhi and Manora Peak during a rare dust event in early April 2005. Internat. J. Remote Sens., 32, 7939–7954, doi: 10.1080/01431161.2010.523732.CrossRefGoogle Scholar
  80. Stocker, T. F., D. Qin, G.-K. Plattner, et al., 2014: Climate Change 2013: The Physical Science Basis. Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel On Climate Change. Cambridge University Press, New York, N.Y. 115 pp.Google Scholar
  81. Stone, E. A., J. J. Schauer, B. B. Pradhan, et al., 2010: Characterization of emissions from South Asian biofuels and application to source apportionment of carbonaceous aerosol in the Himalayas. J. Geophys. Res., 115, D06301, doi: 10.1029/2009JD011881.Google Scholar
  82. Tripathi, S. N., S. Dey, V. Tare, et al., 2005: Aerosol black carbon radiative forcing at an industrial city in northern India. Geophys. Res. Lett., 32, L08802.Google Scholar
  83. Tiwari, S., A. K. Srivastava, D. S. Bisht, et al., 2009: Black carbon and chemical characteristics of PM10 and PM2.5 at an urban site of North India. J. Atmos. Chem., 62, 193–209.CrossRefGoogle Scholar
  84. Tiwari, S., A. K. Srivastava, D. S. Bisht, et al., 2013: Diurnal and seasonal variations of black carbon and PM2.5 over New Delhi, India: Influence of meteorology. Atmos. Res., 125–126, 50–62, doi: 10.1016/ j.atmosres.2013.01.011.CrossRefGoogle Scholar
  85. Tiwari, S., U. C. Dumka, D. G. Kaskaoutis, et al., 2015a: Aerosol chemical characterization and role of carbonaceous aerosol on radiative effect over Varanasi in central Indo-Gangetic Plain. Atmos. Environ., (in press), http://dx.doi.org/10.1016/j.atmosenv.2015.07.031.Google Scholar
  86. Tiwari, S., A. K. Srivastava, A. K. Singh, et al., 2015b: Identification of aerosol types over Indo-Gangetic Basin: Implications to optical properties and associated radiative forcing. Environ. Sci. Pollut. Res., 22, 12246–12260, doi: 10.1007/s11356-015-4495-6.CrossRefGoogle Scholar
  87. Virkkula, A., T. Mäkelä, R. Hillamo, et al., 2007: A simple procedure for correcting loading effects of aethalometer data. J. Air Waste Manage. Assoc., 57, 1214–1222.CrossRefGoogle Scholar
  88. Vyas, B. M., 2010: Studies of regional features of atmospheric aerosol, total carbonaceous aerosols and their role in the atmospheric radiative forcing effect over the tropical semi-arid location, i.e., Udaipur, western region part of India. ARFI & ICARB Scientific Progress Report ISRO-GBP, India, 67–70.Google Scholar
  89. Wang, C., 2004: A modeling study on the climate impacts of black carbon aerosols. J. Geophys. Res., 109, D03106, doi: 10.1029/2003JD004084.Google Scholar
  90. Wang Xin, Xu Baiqing, and Ming Jing, 2014: An overview of the studies on black carbon and mineral dust deposition in snow and ice cores in East Asia. J. Meteor. Res., 28, 354–370.CrossRefGoogle Scholar
  91. Weingartner, E., H. Saathoff, M. Schnaiter, et al., 2003: Absorption of light by soot particles: Determination of the absorption coefficient by means of AETHALOMETERS. J. Aero. Sci., 34, 1445–1463.CrossRefGoogle Scholar
  92. Xu, J. W., J. Tao, R. J. Zhang, et al., 2012: Measurements of surface aerosol optical properties in winter of Shanghai. Atmos. Res., 109–110, 25–35.CrossRefGoogle Scholar

Copyright information

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

Authors and Affiliations

  • B. P. Singh
    • 1
  • S. Tiwari
    • 2
  • Philip K. Hopke
    • 3
  • R. S. Singh
    • 4
  • D. S. Bisht
    • 2
  • A. K. Srivastava
    • 2
  • R. K. Singh
    • 1
  • U. C. Dumka
    • 5
  • A. K. Singh
    • 6
  • B. N. Rai
    • 4
  • Manoj K. Srivastava
    • 1
  1. 1.Department of GeophysicsBanaras Hindu UniversityVaranasiIndia
  2. 2.Indian Institute of Tropical Meteorology (New Delhi Branch)DelhiIndia
  3. 3.Clarkson UniversityPotsdamUSA
  4. 4.Department of Chemical EngineeringBanaras Hindu UniversityVaranasiIndia
  5. 5.Aryabhatta Research Institute of Observational SciencesManora Peak, NainitalIndia
  6. 6.Department of PhysicsBanaras Hindu UniversityVaranasiIndia

Personalised recommendations