Articles | Volume 15, issue 15
https://doi.org/10.5194/amt-15-4569-2022
https://doi.org/10.5194/amt-15-4569-2022
Research article
 | 
12 Aug 2022
Research article |  | 12 Aug 2022

Correcting for filter-based aerosol light absorption biases at the Atmospheric Radiation Measurement program's Southern Great Plains site using photoacoustic measurements and machine learning

Joshin Kumar, Theo Paik, Nishit J. Shetty, Patrick Sheridan, Allison C. Aiken, Manvendra K. Dubey, and Rajan K. Chakrabarty

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Cited articles

Arnott, W. P., Moosmüller, H., Rogers, C. F., Jin, T., and Bruch, R.: Photoacoustic spectrometer for measuring light absorption by aerosol: instrument description, Atmos. Environ., 33, 2845–2852, 1999. 
Atmospheric Radiation Measurement (ARM) user facility: Photoacoustic Soot Spectrometer (AOSPASS3W). 2015-06-27 to 2015-09-25, Southern Great Plains (SGP) Central Facility, Lamont, OK (C1), compiled by: Aiken, A., ARM Data Center [data set], https://doi.org/10.5439/1190011, 2009. 
Atmospheric Radiation Measurement (ARM) user facility: ACSM, corrected for composition-dependent collection efficiency (ACSMCDCE). 2015-06-27 to 2015-09-25, Southern Great Plains (SGP) Central Facility, Lamont, OK (C1), compiled by: Zawadowicz, M. and Howie, J., ARM Data Center [data set], https://doi.org/10.5439/1763029, 2010. 
Atmospheric Radiation Measurement (ARM) user facility: Particle Soot Absorption Photometer (AOSPSAP3W). 2015-06-27 to 2017-09-25, Southern Great Plains (SGP) Central Facility, Lamont, OK (C1), compiled by: Koontz, A. and Springston, S., ARM Data Center [data set], https://doi.org/10.5439/1333829, 2011a. 
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Short summary
Accurate long-term measurement of aerosol light absorption is vital for assessing direct aerosol radiative forcing. Light absorption by aerosols at the US Department of Energy long-term climate monitoring SGP site is measured using the Particle Soot Absorption Photometer (PSAP), which suffers from artifacts and biases difficult to quantify. Machine learning offers a promising path forward to correct for biases in the long-term absorption dataset at the SGP site and similar Class-I areas.