Informing Near-Airport Satellite NO<sub>2</sub> Retrievals Using Pandora Sky-Scanning Observations
Airports are a large and growing source of NO <sub><i>x</i></sub> . Tracking airport-related emissions is especially difficult, as a portion of emissions are elevated above the surface. While satellite-based NO<sub>2</sub> observations show hot-spots near airports, near-source retrievals often have large biases related to uncertainties in the NO<sub>2</sub> vertical distribution and resultant air mass factors (AMF). Here we use observations from UV-vis spectrometers (Pandora 1S, SciGlob) deployed near the Atlanta Hartsfield-Jackson International airport from April 2020-May 2021 to assess the impact of aviation on NO<sub>2</sub> vertical profiles. We show the first near-airport sky-scanning Pandora observations, which are used to distinguish the airport plume from the urban background. We find that increasing aviation leads to higher NO<sub>2</sub> over the airport, and the enhancement is distributed across the mixed layer near-equally. We compare observed profiles with those modeled by the Goddard Earth Observing System composition forecast (GEOS-CF) system. We find that modeled profiles attribute a larger portion of the column closer to the surface and underestimate the NO<sub>2</sub> mixing height. Observed profiles typically exhibited greater NO<sub>2</sub> concentrations up to 2.5 km above ground level. Air mass factors (AMF) calculated using observations (AMF<sub>Fused</sub>) are similar over Hartsfield-Jackson to those calculated using GEOS-CF (AMF<sub>GEOS-CF</sub>). The unexpected similarity in alternative AMFs is attributed to the altitude-dependent sensitivity of AMF<sub>Fused</sub> to changes in NO<sub>2</sub> concentration. Using either AMF<sub>Fused</sub> or AMF<sub>GEOS-CF</sub> to evaluate TROPOMI NO<sub>2</sub> against independent direct-sun observations produces consistent normalized mean differences of -22% and -29%, respectively. Overall, these results demonstrate the benefits of a combined ground and satellite-based approach for probing a complex distribution of NO <sub><i>x</i></sub> emissions in an urban area.
Authors
- Elena Spinei
- Asher P. Mouat (ORCID: https://orcid.org/0000-0002-8693-9718)
- Jennifer Kaiser (ORCID: https://orcid.org/0000-0001-5051-9183)
Institutions
- Goddard Space Flight Center (US)
- Georgia Institute of Technology (US)
Publication Details
- Journal
- ACS ES&T Air
- Published
- 2024-11-13
- DOI
- https://doi.org/10.1021/acsestair.4c00158
- Citations
- 2
- Primary Topic
- Atmospheric chemistry and aerosols
- Type
- article
- Field-Weighted Citation Impact
- 0.75
Funders
- National Aeronautics and Space Administration