Vol. 28, issue 08, article # 2

Luzhetskaya A. P., Poddubnyi V. A., Tsipushtanova T. V. Semi empirical statistical models of the influence of atmospheric aerosol on perturbation of fluxes of short-wave solar radiation from data of photometrical measurements. // Optika Atmosfery i Okeana. 2015. V. 28. No. 08. P. 682–689. DOI: 10.15372/AOO20150802 [in Russian].
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Statistical analysis of the links between direct aerosol radiative forcing at the upper boundary of the atmosphere (ARF), aerosol radiative perturbation at the lower boundary of the atmosphere (ARP) in spectral range from 0.2 to 4.0 m and optical and microphysical characteristics of atmospheric aerosol was carried out using measurements by global network AERONET in the Middle Urals during 2004–2014. It is proposed to use multiple regression analysis to build simple models of ARF, ARP – parameters of the aerosol. The ranked sets of the most significant statistically independent predictors of aerosol parameters were found. The semi empirical linear and nonlinear statistical models of the influence of the atmospheric aerosol on perturbation fluxes of short-wave solar radiation on the upper and lower boundary of the atmosphere were proposed.


aerosol, forcing, perturbation of the flow of radiation, empirical statistical models, regression analysis, AERONET


  1. Myhre G., Shindell D., Bréon F.-M., Collins W., Fug-lestvedt J., Huang J., Koch D., Lamarque J.-F., Lee D., Mendoza B., Nakajima T., Robock A., Stephens G., Takemura T., Zhang H. Anthropogenic and Natural Radiative Forcing // 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, New York: Cambridge University Press, 2013. P. 659–740.
  2. URL: http://cloudsgate2.larc.nasa.gov/jin/rtnote.html (data obrashhenija: 28.10.2014).
  3. URL: http://www.cpi.com/projects/mosart.html (data obrashhenija: 28.10.2014).
  4. Zhuravleva T.B. Modelirovanie perenosa solnechnogo izluchenija v razlichnyh atmosfernyh uslovijah. Part I: Determinirovannaja atmosfera // Optika atmosf. i okeana. 2008. V. 21, N 2. P. 99–114.
  5. Zhuravleva T.B., Sakerin S.M. Modelirovanie prjamogo radiacionnogo forsinga ajerozolja dlja tipichnyh letnih uslovij Sibiri. Part 2: Diapazon izmenchivosti i chuvstvitel'nost' k vhodnym parametram // Optika atmosf. i okeana. 2009. V. 22, N 2. P. 173–182.
  6. Ramaswamy V., Boucher O., Haigh J., Hauglustaine D., Haywood J., Myhre G., Nakajima T., Shi G.Y., Solomon S. Radiative Forcing of Climate Change // Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge. New York: Cambridge University Press, 2001. P. 349–416.
  7. Procopio A.S., Artaxo P., Kaufman Y.J., Remer L.A., Shafer J.S., Holben B.N. Multiyear analysis of Amazonian biomass burning smoke radiative forcing of climate // Geophys. Res. Lett. 2004. V. 31, N 3. P. L3108–L3112.
  8. Sitnov S.A., Gorchakov G.I., Sviridenkov M.A., Kopejkin V.M., Ponomareva T.Ja., Karpov A.V. Vlijanie atmosfernoj cirkuljacii na jevoljuciju i radiacionnyj forsing dymovogo ajerozolja na evropejskoj chasti Rossii letom 2010 year. // Issled. Zemli iz kosmosa. 2013. N 2. P. 28–41.
  9. Gorchakova I.A., Mohov I.I. Radiacionnyj i temperaturnyj jeffekty dymovogo ajerozolja v Moskovskom regione v period letnih pozharov 2010 year. // Izv. RAN. Fizika atmosfery i okeana. 2012. V. 48, N 5. P. 558–565.
  10. Chubarova N., Nezval’ Ye., Sviridenkov M., Smirnov A., Slutsker I. Smoke aerosol and its radiative effects during extreme fire event over Central Russia in summer 2010 // Atmos. Meas. Tech. 2012. V. 5, N 3. P. 557–568.
  11. Dubovik O., King M. A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements // J. Geophys. Res. D. 2000. V. 105, N 16. P. 20673–20696.
  12. Dubovik O., Holben B., Eck T., Smirnov A., Kaufman Y., King M., Tanré D., Slutsker I. Variability of absorption and optical properties of key aerosol types observed in worldwide locations // J. Atmos. Sci. 2002. V. 59, N 3. P. 590–608.
  13. Issledovanie radiacionnyh harakteristik ajerozolja v aziatskoj chasti Rossii / pod red. S.M. Sakerina. Tomsk: Izdatelstvo Instituta optiki atmosfery SO RAN, 2012. 482 p.
  14. Garcia O.E., Diaz J.P., Exposito F.J., Diaz A.M., Dubovic O., Dermian Y., Dubuisson P., Roger J.-C. Shortwave radiative forcing and efficiency of key aerosol types using AERONET data // Atmos. Chem. Phys. 2012. V. 12. P. 5129–5145.
  15. Poddubnyj V.A., Luzheckaja A.P., Markelov Ju.I., Beresnev S.A., Gorda S.Ju., Sakerin S.M. Osobennosti opticheskih harakteristik atmosfernogo ajerozolja na Srednem Urale // Izv. RAN. Fiz. atmosf. i okeana. 2013. V. 49, N 3. P. 314–322.
  16. Moody E.G., King M.D., Platnik S., Schaaf C.B., Gao F. Spatially complete global spectral surface albedos: Value-added datasets derived from Terra MODIS land products // IEEE Trans. Geosci. Remote Sens. 2005. V. 43, N 1. P. 144–158.
  17. Derimian Y., Leon J.-F., Dubovik O., Chiapello I., Tanr´e D., Sinyuk A., Auriol F., Podvin T., Brogniez G., Holben B.N. Radiative properties of aerosol mixture observed during the dry season 2006 over M’Bour, Senegal (African Monsoon Multidisciplinary Analysis campaign) // J. Geophys. Res. D. 2008. V. 113, N 23. D00C09. DOI: 10.1029/2008JD009904.
  18. Haywood J.M., Shine K.P. The effect of anthropogenic sulfate and soot aerosol on the clear sky planetary radiation budget // Geophys. Res. Lett. 1995. V. 22, N 5. P. 603–606.
  19. Seinfeld J.Н., Pandis S.N. Atmospheric Chemistry and Physics: From Air Pollution to Climate Change. New York: Wiley and Sons, Inc., 2006. 1248 p.