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Satellite-derived direct radiative effect of aerosols dependent on cloud cover

Abstract

Aerosols from biomass burning can alter the radiative balance of the Earth by reflecting and absorbing solar radiation1. Whether aerosols exert a net cooling or a net warming effect will depend on the aerosol type and the albedo of the underlying surface2. Here, we use a satellite-based approach to quantify the direct, top-of-atmosphere radiative effect of aerosol layers advected over the partly cloudy boundary layer of the southeastern Atlantic Ocean during July–October of 2006 and 2007. We show that the warming effect of aerosols increases with underlying cloud coverage. This relationship is nearly linear, making it possible to define a critical cloud fraction at which the aerosols switch from exerting a net cooling to a net warming effect. For this region and time period, the critical cloud fraction is about 0.4, and is strongly sensitive to the amount of solar radiation the aerosols absorb and the albedo of the underlying clouds. We estimate that the regional-mean warming effect of aerosols is three times higher when large-scale spatial covariation between cloud cover and aerosols is taken into account. These results demonstrate the importance of cloud prediction for the accurate quantification of aerosol direct effects.

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Figure 1: Profiles of 532 nm backscatter return signal from the CALIPSO lidar showing the vertical distribution of aerosols and underlying clouds.
Figure 2: Regional distributions of aerosols, aerosol radiative impacts, winds and cloud fraction.
Figure 3: Correlation of aerosol direct RFE with cloud fraction for July–October 2006–2007.

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References

  1. Intergovernmental Panel of Climate Change (IPCC). The Physical Science Basis, Contribution of Working Group I to the Fourth Assessment Report of the IPCC 916 (Cambridge Univ. Press, 2007).

  2. Keil, A. & Haywood, J. M. Solar radiative forcing by biomass burning aerosol particles during SAFARI 2000: A case study based on measured aerosol and cloud properties. J. Geophys. Res. 108, 8467 (2003).

    Article  Google Scholar 

  3. Schulz, M. et al. Radiative forcing by aerosols as derived from the AeroCom present-day and pre-industrial simulations. Atmos. Chem. Phys. 6, 5225–5246 (2006).

    Article  Google Scholar 

  4. Ramanathan, V. & Carmichael, G. Global and regional climate changes due to black carbon. Nature Geosci. 1, 221–227 (2008).

    Article  Google Scholar 

  5. Bellouin, N., Jones, A., Haywood, J. & Christopher, S. A. Updated estimate of aerosol direct radiative forcing from satellite observations and comparison against the Hadley Centre climate model. J. Geophys. Res. 113, D10205 (2008).

    Article  Google Scholar 

  6. Haywood, J. & Boucher, O. Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review. Rev. Geophys. 38, 513–543 (2000).

    Article  Google Scholar 

  7. Chýlek, P. & Coakley, J. A. Jr. Aerosol and climate. Science 183, 75–77 (1974).

    Article  Google Scholar 

  8. Seinfeld, J. Black carbon and brown clouds. Nature Geosci. 1, 15–16 (2008).

    Article  Google Scholar 

  9. Satheesh, S. K. & Ramanathan, V. Large differences in tropical aerosol forcing at the top of the atmosphere and Earth’s surface. Nature 405, 60–63 (2000).

    Article  Google Scholar 

  10. Podgorny, I. A. & Ramanathan, V. A modeling study of the direct effect of aerosols over the tropical Indian Ocean. J. Geophys. Res. 106, 24097–24105 (2001).

    Article  Google Scholar 

  11. Fishman, J., Hoell, J. M., Bendura, R. D., McNeal, R. J. & Kirchhoff, V. W. J. H. NASA GTE TRACE-A experiment (September–October, 1992). J. Geophys. Res. 101, 23865–23879 (1996).

    Article  Google Scholar 

  12. Kaufman, Y. J. et al. Smoke, clouds and radiation-Brazil (SCAR-B) experiment. J. Geophys. Res. 103, 31783–31808 (1998).

    Article  Google Scholar 

  13. Andreae, M. O. et al. Biomass-burning emissions and associated haze layers over Amazonia. J. Geophys. Res. 93, 1509–1527 (1988).

    Article  Google Scholar 

  14. Andreae, M. O. et al. Influence of plumes from biomass burning on atmospheric chemistry over the equatorial Atlantic during CITE-3. J. Geophys. Res. 99, 12793–12808 (1994).

    Article  Google Scholar 

  15. Lindesay, J. A. et al. International geosphere biosphere programme/international global atmospheric chemistry SAFARI-92 field experiment: Background and overview. J. Geophys. Res. 101, 23521–23530 (1996).

    Article  Google Scholar 

  16. Holben, B. N. et al. AERONET: A federated instrument network and data archive for aerosol characterization. Remote Sens. Environ. 66, 1–16 (1998).

    Article  Google Scholar 

  17. King, M. D., Kaufman, Y. J., Menzel, W. P. & Tanre, D. Remote sensing of cloud, aerosol, and water vapor properties from the moderate resolution imaging spectrometer (MODIS). IEEE Trans. Geosci. Remote Sens. 30, 2–27 (1992).

    Article  Google Scholar 

  18. Remer, L. A. et al. The MODIS aerosol algorithm, products, and validation. J. Atmos. Sci. 62, 947–973 (2005).

    Article  Google Scholar 

  19. Myhre, L. et al. Regional aerosol optical properties and radiative impact of the extreme smoke event in the European Arctic in spring 2006. Atmos. Chem. Phys. 7, 5899–5915 (2007).

    Article  Google Scholar 

  20. Kaufman, Y. J., Remer, L. A. & Tanre, D. A critical examination of the residual cloud contamination and diurnal sampling effects on MODIS estimates of aerosol over ocean. IEEE Trans. Geosci. Remote Sens. 43, 2886–2897 (2005).

    Article  Google Scholar 

  21. Chand, D. et al. Quantifying above-cloud aerosol using spaceborne lidar for improved understanding of cloudy-sky direct climate forcing. J. Geophys. Res. 113, D13206 (2008).

    Article  Google Scholar 

  22. Mishchenko, M. I. et al. Accurate monitoring of terrestrial aerosols and total solar irradiance: Introducing the glory mission. Bull. Am. Meteorol. Soc. 88, 677–691 (2007).

    Article  Google Scholar 

  23. Leahy, L. V., Anderson, T. L., Eck, T. F. & Bergstrom, R. W. A synthesis of single scattering albedo of biomass burning aerosol over southern Africa during SAFARI 2000. Geophys. Res. Lett. 34, L12814 (2007).

    Article  Google Scholar 

  24. Haywood, J. M. et al. The mean physical and optical properties of regional haze dominated by biomass burning aerosol measured from the C-130 aircraft during SAFARI 2000. J. Geophys. Res. 108, 8473 (2003).

    Article  Google Scholar 

  25. Chand, D. et al. Optical and physical properties of aerosols in the boundary layer and free troposphere over the Amazon Basin during the biomass burning season. Atmos. Chem. Phys. 6, 2911–2925 (2006).

    Article  Google Scholar 

  26. Anderson, T. L. et al. An ‘A-Train’ strategy for quantifying direct climate forcing by anthropogenic aerosols. Bull. Am. Meteorol. Soc. 86, 1795–1809 (2005).

    Article  Google Scholar 

  27. Karlsson, J., Svensson, G. & Rodhe, H. Cloud radiative forcing of subtropical low level clouds in global models. Clim. Dyn. 30, 779–788 (2008).

    Article  Google Scholar 

  28. Loeb, N. G. & Schuster, G. L. An observational study of the relationship between cloud, aerosol and meteorology in broken low-level cloud conditions. J. Geophys. Res. 113, 10.1029/2007JD009763 (2008).

  29. King, M. D., Tsay, S. C., Platnick, S. E., Wang, M. & Liou, K. N. Cloud Retrieval Algorithms for MODIS: Optical Thickness, Effective Particle Radius, and Thermodynamic Phase. MODIS Algorithm Theoretical Basis Doc. ATBD-MOD-05 (NASA, 1997).

  30. Coakley, J. A. & Chýlek, P. The two-stream approximation in radiative transfer: Including the angle of the incident radiation. J. Atmos. Sci. 32, 409 (1975).

    Article  Google Scholar 

  31. Ricchiazzi, P., Yang, S., Gautier, C. & Sowle, D. SBDART: A research and teaching tool for plane-parallel radiative transfer in the Earth’s atmosphere. Bull. Am. Meteorol. Soc. 79, 2101–2114 (1998).

    Article  Google Scholar 

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Acknowledgements

This work was supported by University of Washington startup funds, NASA’s CALIPSO Mission (contract NAS1-99105), National Science Foundation (grants ATM-0601177 and ATM-0205198) and the National Oceanographic and Atmospheric Administration (grant NA070AR4310282). S.K.S. would like to thank NPP administered by Oak Ridge Associated Universities (ORAU) for an NPP fellowship.

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Contributions

D.C. carried out the bulk of the analysis of CALIPSO data using a retrieval algorithm designed by D.C., T.L.A., R.W. and R.J.C. (plus colleagues at NASA Langley). MODIS cloud data were synthesized by R.W., D.C. and S.K.S. carried out the RTM analysis. D.C. wrote the bulk of the manuscript, with major input from R.W. and T.L.A. R.W. and T.L.A. provided project oversight.

Corresponding author

Correspondence to D. Chand.

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The authors declare no competing financial interests.

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Chand, D., Wood, R., Anderson, T. et al. Satellite-derived direct radiative effect of aerosols dependent on cloud cover. Nature Geosci 2, 181–184 (2009). https://doi.org/10.1038/ngeo437

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