An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night Band

Using Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) data, a method, dubbed the "variance method", is developed for retrieving nighttime aerosol optical thickness (τ) values through the examination of the dispersion of radiance values above an artificial lig...

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Main Authors: T. M. McHardy, J. Zhang, J. S. Reid, S. D. Miller, E. J. Hyer, R. E. Kuehn
Format: Article
Language:English
Published: Copernicus Publications 2015-11-01
Series:Atmospheric Measurement Techniques
Online Access:http://www.atmos-meas-tech.net/8/4773/2015/amt-8-4773-2015.pdf
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spelling doaj-315876fe851e4e9dbe5c5dba2f8d6ad82020-11-25T00:53:50ZengCopernicus PublicationsAtmospheric Measurement Techniques1867-13811867-85482015-11-018114773478310.5194/amt-8-4773-2015An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night BandT. M. McHardy0J. Zhang1J. S. Reid2S. D. Miller3E. J. Hyer4R. E. Kuehn5Department of Atmospheric Sciences, University of North Dakota, Grand Forks, ND, USADepartment of Atmospheric Sciences, University of North Dakota, Grand Forks, ND, USAMarine Meteorology Division, Naval Research Laboratory, Monterey, CA, USACooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins, CO, USAMarine Meteorology Division, Naval Research Laboratory, Monterey, CA, USACooperative Institute for Meteorological Satellite Studies, University of Wisconsin-Madison, Madison, WI, USAUsing Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) data, a method, dubbed the "variance method", is developed for retrieving nighttime aerosol optical thickness (&tau;) values through the examination of the dispersion of radiance values above an artificial light source. Based on the improvement of a previous algorithm, this updated method derives a semi-quantitative indicator of nighttime &tau; using artificial light sources. Nighttime &tau; retrievals from the newly developed method are inter-compared with an interpolated value from late afternoon and early morning ground observations from four AErosol RObotic NETwork (AERONET) sites as well as column-integrated &tau; from one High Spectral Resolution Lidar (HSRL) site at Huntsville, AL, during the NASA Studies of Emissions and Atmospheric Composition, Clouds and Climate Coupling by Regional Surveys (SEAC<sup>4</sup>RS) campaign, providing full diel coverage. Sensitivity studies are performed to examine the effects of lunar illumination on VIIRS &tau; retrievals made via the variance method, revealing that lunar contamination may have a smaller impact than previously thought; however, the small sample size of this study limits the conclusiveness thus far. VIIRS &tau; retrievals yield a coefficient of determination (<i>r</i><sup>2</sup>) of 0.60 and a root-mean-squared error (RMSE) of 0.18 when compared against straddling daytime-averaged AERONET &tau; values. Preliminary results suggest that artificial light sources can be used for estimating regional and global nighttime aerosol distributions in the future.http://www.atmos-meas-tech.net/8/4773/2015/amt-8-4773-2015.pdf
collection DOAJ
language English
format Article
sources DOAJ
author T. M. McHardy
J. Zhang
J. S. Reid
S. D. Miller
E. J. Hyer
R. E. Kuehn
spellingShingle T. M. McHardy
J. Zhang
J. S. Reid
S. D. Miller
E. J. Hyer
R. E. Kuehn
An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night Band
Atmospheric Measurement Techniques
author_facet T. M. McHardy
J. Zhang
J. S. Reid
S. D. Miller
E. J. Hyer
R. E. Kuehn
author_sort T. M. McHardy
title An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night Band
title_short An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night Band
title_full An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night Band
title_fullStr An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night Band
title_full_unstemmed An improved method for retrieving nighttime aerosol optical thickness from the VIIRS Day/Night Band
title_sort improved method for retrieving nighttime aerosol optical thickness from the viirs day/night band
publisher Copernicus Publications
series Atmospheric Measurement Techniques
issn 1867-1381
1867-8548
publishDate 2015-11-01
description Using Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) data, a method, dubbed the "variance method", is developed for retrieving nighttime aerosol optical thickness (&tau;) values through the examination of the dispersion of radiance values above an artificial light source. Based on the improvement of a previous algorithm, this updated method derives a semi-quantitative indicator of nighttime &tau; using artificial light sources. Nighttime &tau; retrievals from the newly developed method are inter-compared with an interpolated value from late afternoon and early morning ground observations from four AErosol RObotic NETwork (AERONET) sites as well as column-integrated &tau; from one High Spectral Resolution Lidar (HSRL) site at Huntsville, AL, during the NASA Studies of Emissions and Atmospheric Composition, Clouds and Climate Coupling by Regional Surveys (SEAC<sup>4</sup>RS) campaign, providing full diel coverage. Sensitivity studies are performed to examine the effects of lunar illumination on VIIRS &tau; retrievals made via the variance method, revealing that lunar contamination may have a smaller impact than previously thought; however, the small sample size of this study limits the conclusiveness thus far. VIIRS &tau; retrievals yield a coefficient of determination (<i>r</i><sup>2</sup>) of 0.60 and a root-mean-squared error (RMSE) of 0.18 when compared against straddling daytime-averaged AERONET &tau; values. Preliminary results suggest that artificial light sources can be used for estimating regional and global nighttime aerosol distributions in the future.
url http://www.atmos-meas-tech.net/8/4773/2015/amt-8-4773-2015.pdf
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