학술논문

Biomass burning nitrogen dioxide emissions derived from space with TROPOMI: methodology and validation
Document Type
Academic Journal
Source
Atmospheric Measurement Techniques. December 21, 2021, Vol. 14 Issue 12, 7929
Subject
Nitrogen dioxide -- Analysis -- Methods
Air quality -- Methods -- Analysis
Air pollution -- Methods -- Analysis
Wildfires -- Analysis -- Methods
Aircraft exhaust emissions -- Methods -- Analysis
Earth sciences
Analysis
Methods
Language
English
ISSN
1867-1381
Abstract
Smoke from wildfires is a significant source of air pollution, which can adversely impact air quality and ecosystems downwind. With the recently increasing intensity and severity of wildfires, the threat to air quality is expected to increase. Satellite-derived biomass burning emissions can fill in gaps in the absence of aircraft or ground-based measurement campaigns and can help improve the online calculation of biomass burning emissions as well as the biomass burning emissions inventories that feed air quality models. This study focuses on satellite-derived NO.sub.x emissions using the high-spatial-resolution TROPOspheric Monitoring Instrument (TROPOMI) NO.sub.2 dataset. Advancements and improvements to the satellite-based determination of forest fire NO.sub.x emissions are discussed, including information on plume height and effects of aerosol scattering and absorption on the satellite-retrieved vertical column densities. Two common top-down emission estimation methods, (1) an exponentially modified Gaussian (EMG) and (2) a flux method, are applied to synthetic data to determine the accuracy and the sensitivity to different parameters, including wind fields, satellite sampling, noise, lifetime, and plume spread. These tests show that emissions can be accurately estimated from single TROPOMI overpasses. The effect of smoke aerosols on TROPOMI NO.sub.2 columns (via air mass factors, AMFs) is estimated, and these satellite columns and emission estimates are compared to aircraft observations from four different aircraft campaigns measuring biomass burning plumes in 2018 and 2019 in North America. Our results indicate that applying an explicit aerosol correction to the TROPOMI NO.sub.2 columns improves the agreement with the aircraft observations (by about 10 %-25 %). The aircraft- and satellite-derived emissions are in good agreement within the uncertainties. Both top-down emissions methods work well; however, the EMG method seems to output more consistent results and has better agreement with the aircraft-derived emissions. Assuming a Gaussian plume shape for various biomass burning plumes, we estimate an average NO.sub.x e-folding time of 2 ±1 h from TROPOMI observations. Based on chemistry transport model simulations and aircraft observations, the net emissions of NO.sub.x are 1.3 to 1.5 times greater than the satellite-derived NO.sub.2 emissions. A correction factor of 1.3 to 1.5 should thus be used to infer net NO.sub.x emissions from the satellite retrievals of NO.sub.2.
Byline: Debora Griffin, Chris A. McLinden, Enrico Dammers, Cristen Adams, Chelsea E. Stockwell, Carsten Warneke, Ilann Bourgeois, Jeff Peischl, Thomas B. Ryerson, Kyle J. Zarzana, Jake P. Rowe, Rainer Volkamer, [...]