Tracking Smoke from a Prescribed Fire and its Impacts on Local Air Quality using Temporally Resolved GOES-16 ABI Aerosol Optical Depth (AOD)

• Published in: Journal of atmospheric and oceanic technology 2021-05, Vol.38 (5), p.963-976
• Main Authors: Huff, Amy K., Kondragunta, Shobha, Zhang, Hai, Laszlo, Istvan, Zhou, Mi, Caicedo, Vanessa, Delgado, Ruben, Levy, Robert
• Format: Article
• Language: English
• Subjects: Accuracy; Aerosol effects; Aerosol optical depth; Aerosols; Air; Air pollution; Air quality; Airborne particulates; Airports; Algorithms; Atmospheric aerosols; Atmospheric conditions; Backscatter; Backscattering; Boundary layers; Daylight; Decision making; Error analysis; Forest & brush fires; Geosciences (General); Metropolitan areas; Optical analysis; Optical thickness; Outdoor air quality; Particulate matter; Particulate matter monitoring; Polar orbiting satellites; Prescribed fire; Resolution; Satellites; Sensors; Smoke; Smoke plumes; Spatial discrimination; Spatial resolution; Suspended particulate matter; Temporal resolution; Tracking; Transport
• ISSN: 0739-0572; 1520-0426
• DOI: 10.1175/JTECH-D-20-0162.1

Aerosol optical depth (AOD) retrieved from the GOES-16 Advanced Baseline Imager (ABI) was used to track a smoke plume from a prescribed fire in northeastern Virginia on 8 March 2020. Weather and atmospheric conditions created a favorable environment to transport the plume through the Washington, D.C., and Baltimore, Maryland, metro areas in the afternoon and concentrate smoke near the surface, degrading air quality for several hours. ABI AOD with 5-min temporal resolution and 2-km spatial resolution definitively identified the timing and geographic extent of the plume during daylight hours. Comparison to AERONET AOD indicates that ABI AOD captured the relative change in AOD due to passage of the smoke, with a mean absolute error of 0.047. Ground-based measurements of fine particulate matter (PM2.5) confirm deteriorations in air quality coincident with the progression of the smoke. Ceilometer aerosol backscatter profiles verify plume transport timing and indicate that smoke aerosols were well mixed in a shallow boundary layer. This event illustrates the advantages of using multiple datasets to analyze the impacts of aerosols on ambient air quality. Given the quickly evolving nature of the event over several hours, ABI AOD provided information for the public and decision-makers that was not available from any other source, including polar-orbiting satellite sensors. This study suggests that PM2.5 concentrations estimated from ABI AOD can be used to fill in the gaps in nationwide regulatory PM2.5 monitor networks and may be a valuable addition to EPA’s PM2.5 NowCast of current air quality conditions.