Biomass Burning Aerosol Absorption Measurements with MODIS Using the Critical Reflectance Method

[1] This research uses the critical reflectance technique, a space-based remote sensing method, to measure the spatial distribution of aerosol absorption properties over land. Choosing two regions dominated by biomass burning aerosols, a series of sensitivity studies were undertaken to analyze the potential limitations of this method for the type of aerosol to be encountered in the selected study areas, and to show that the retrieved results are relatively insensitive to uncertainties in the assumptions used in the retrieval of smoke aerosol. The critical reflectance technique is then applied to Moderate Resolution Imaging Spectrometer (MODIS) data to retrieve the spectral aerosol single-scattering albedo (SSA) in South African and South American biomass burning events. The retrieved results were validated with collocated Aerosol Robotic Network (AERONET) retrievals. Approximately 67% of the comparisons show a difference between MODIS and AERONET smaller than 0.03, the magnitude of the AERONET uncertainty. The overlap of the two retrievals increases to 88%, allowing for measurement variance in the MODIS retrievals, as well. The ensemble average of MODIS-derived SSA for the Amazon forest station is 0.92 at 670 nm, and 0.84–0.89 for the southern African savanna stations. The critical reflectance technique allows evaluation of the spatial variability of SSA and shows that SSA in South America exhibits higher spatial variation than in South Africa. The accuracy of the retrieved aerosol SSA from MODIS data indicates that this product can help to better understand how aerosols affect the regional and global climate.

[1]  M. V. Ramana,et al.  Warming trends in Asia amplified by brown cloud solar absorption , 2007, Nature.

[2]  B. Holben,et al.  Multiyear analysis of amazonian biomass burning smoke radiative forcing of climate , 2004 .

[3]  S. Warren,et al.  Aerosol light absorption measurement techniques: Analysis and intercomparisons , 1967 .

[4]  Makiko Sato,et al.  Global atmospheric black carbon inferred from AERONET , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[5]  J. Herman,et al.  Determination of Radiative Forcing of Saharan Dust Using Combined Toms and Erbe Data , 2013 .

[6]  Yoram J. Kaufman,et al.  Absorption of sunlight by dust as inferred from satellite and ground‐based remote sensing , 2001 .

[7]  Martin Wild,et al.  Inaugural Article by a Recently Elected Academy Member , 2003 .

[8]  T. Eck,et al.  Variability of Absorption and Optical Properties of Key Aerosol Types Observed in Worldwide Locations , 2002 .

[9]  J. Hansen,et al.  Global warming in the twenty-first century: an alternative scenario. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[10]  Yoram J. Kaufman,et al.  Remote Sensing of Biomass Burning in the Tropics , 1990 .

[11]  T. Eck,et al.  Accuracy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements , 2000 .

[12]  Christine A. O'Neill,et al.  Effects of Aerosol from Biomass Burning on the Global Radiation Budget , 1992, Science.

[13]  Ilan Koren,et al.  Measurement of the Effect of Amazon Smoke on Inhibition of Cloud Formation , 2004, Science.

[14]  P. Bhartia,et al.  Derivation of aerosol properties from satellite measurements of backscattered ultraviolet radiation , 1998 .

[15]  V. Ramanathan,et al.  Reduction of tropical cloudiness by soot , 2000, Science.

[16]  O. Boucher,et al.  A satellite view of aerosols in the climate system , 2002, Nature.

[17]  Lorraine A. Remer,et al.  Improved assessment of aerosol absorption using OMI‐MODIS joint retrieval , 2009 .

[18]  Veerabhadran Ramanathan,et al.  Dust plumes over the Pacific, Indian, and Atlantic oceans: Climatology and radiative impact , 2007 .

[19]  J. Harrington,et al.  On smoke suppression of clouds in Amazonia , 2005 .

[20]  R. Martin,et al.  Global retrieval of columnar aerosol single scattering albedo from space‐based observations , 2007 .

[21]  R. Sokhi,et al.  New algorithms and their application for satellite remote sensing of surface PM2.5 and aerosol absorption , 2009 .

[22]  J. Hansen,et al.  Accurate monitoring of terrestrial aerosols and total solar irradiance: Introducing the Glory mission , 2007 .

[23]  Yoram J. Kaufman,et al.  Satellite measurements of large‐scale air pollution: Methods , 1990 .

[24]  T. Novakov,et al.  The aethalometer — An instrument for the real-time measurement of optical absorption by aerosol particles , 1983 .

[25]  M. A. Atwater Planetary Albedo Changes Due to Aerosols , 1970, Science.

[26]  L. Remer,et al.  Direct measurements of the effect of biomass burning over the Amazon on the atmospheric temperature profile , 2009 .

[27]  Beat Schmid,et al.  Direct aerosol forcing: Calculation from observables and sensitivities to inputs , 2006 .

[28]  Olga V. Kalashnikova,et al.  Ability of multiangle remote sensing observations to identify and distinguish mineral dust types: 2. Sensitivity over dark water , 2006 .

[29]  Lorraine A. Remer,et al.  Smoke Invigoration Versus Inhibition of Clouds over the Amazon , 2008, Science.

[30]  William Dumouchel,et al.  Integrating a robust option into a multiple regression computing environment , 1992 .

[31]  S. Nigam,et al.  "Elevated heat pump" hypothesis for the aerosol-monsoon hydroclimate link: "Grounded" in observations? , 2010 .

[32]  T. Eck,et al.  Comparisons of techniques for measuring shortwave absorption and black carbon content of aerosols from biomass burning in Brazil , 1998 .

[33]  P. Bhartia,et al.  Global distribution of UV-absorbing aerosols from Nimbus 7/TOMS data , 1997 .

[34]  Chien Wang,et al.  A Modeling Study on the Climate Impacts of Black Carbon Aerosols , 2002 .

[35]  F. Maignan,et al.  Bidirectional reflectance of Earth targets: evaluation of analytical models using a large set of spaceborne measurements with emphasis on the Hot Spot , 2004 .

[36]  Y. Kaufman,et al.  Effects of black carbon content, particle size, and mixing on light absorption by aerosols from biomass burning in Brazil , 1998 .

[37]  J. Hansen,et al.  Climate Effects of Black Carbon Aerosols in China and India , 2002, Science.

[38]  Yoram J. Kaufman,et al.  MODIS Cloud screening for remote sensing of aerosols over oceans using spatial variability , 2002 .

[39]  J. M. Mitchell,et al.  The Effect of Atmospheric Aerosols on Climate with Special Reference to Temperature near the Earth's Surface. , 1971 .

[40]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[41]  Y. Kaufman,et al.  Spectral absorption properties of aerosol particles from 350–2500nm , 2009 .

[42]  R. Fraser,et al.  The Relative Importance of Aerosol Scattering and Absorption in Remote Sensing , 1985, IEEE Transactions on Geoscience and Remote Sensing.

[43]  V. Ramanathan,et al.  Aerosols, Climate, and the Hydrological Cycle , 2001, Science.

[44]  J. Kiehl,et al.  Atmospheric brown clouds: impacts on South Asian climate and hydrological cycle. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[45]  Catherine Gautier,et al.  SBDART: A Research and Teaching Software Tool for Plane-Parallel Radiative Transfer in the Earth's Atmosphere. , 1998 .

[46]  Olga V. Kalashnikova,et al.  Ability of multiangle remote sensing observations to identify and distinguish mineral dust types : Optical models and retrievals of optically thick plumes : Quantifying the radiative and biogeochemical impacts of mineral dust , 2005 .

[47]  Rajan K. Chakrabarty,et al.  Aerosol light absorption and its measurement: A review , 2009 .

[48]  N. Christina Hsu,et al.  Retrievals of aerosol single‐scattering albedo and effective aerosol layer height for biomass‐burning smoke: Synergy derived from “A‐Train” sensors , 2008 .

[49]  Yoram J. Kaufman,et al.  Satellite sensing of aerosol absorption , 1987 .

[50]  Jim Haywood,et al.  Evolution of biomass burning aerosol properties from an agricultural fire in southern Africa , 2003 .

[51]  Yoram J. Kaufman,et al.  Single-scattering albedo of smoke retrieved from the sky radiance and solar transmittance measured from ground , 1998 .

[52]  W. Wiscombe Improved Mie scattering algorithms. , 1980, Applied optics.

[53]  M. Wendisch,et al.  Measurements and modelling of aerosol single-scattering albedo : Progress, problems and prospects , 1997 .

[54]  Matthew West,et al.  Particle‐resolved simulation of aerosol size, composition, mixing state, and the associated optical and cloud condensation nuclei activation properties in an evolving urban plume , 2010 .

[55]  B. Holben,et al.  MODIS observation of aerosols and estimation of aerosol radiative forcing over southern Africa during SAFARI 2000 , 2003 .

[56]  M. V. Ramana,et al.  Abrupt transition from natural to anthropogenic aerosol radiative forcing: Observations at the ABC‐Maldives Climate Observatory , 2006 .

[57]  Tami C. Bond,et al.  Calibration and Intercomparison of Filter-Based Measurements of Visible Light Absorption by Aerosols , 1999 .