Articles | Volume 12, issue 11
https://doi.org/10.5194/amt-12-6091-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/amt-12-6091-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
22 Nov 2019
Research article |
| 22 Nov 2019
| 22 Nov 2019
Evaluating the impact of spatial resolution on tropospheric NO2 column comparisons within urban areas using high-resolution airborne data
Laura M. Judd
CORRESPONDING AUTHOR
NASA Langley Research Center, Hampton, VA 23681, USA
NASA Postdoctoral Program, Hampton, VA 23681, USA
Jassim A. Al-Saadi
NASA Langley Research Center, Hampton, VA 23681, USA
Scott J. Janz
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Matthew G. Kowalewski
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Universities Space Research Association, Columbia, MD 21046, USA
R. Bradley Pierce
University of Wisconsin–Madison Space Science and Engineering Center, Madison, WI 53706, USA
James J. Szykman
United States Environmental Protection Agency Office of Research and
Development, Research Triangle Park, NC 27709, USA
Lukas C. Valin
United States Environmental Protection Agency Office of Research and
Development, Research Triangle Park, NC 27709, USA
Robert Swap
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Alexander Cede
LuftBlick, Kreith, Austria
Moritz Mueller
LuftBlick, Kreith, Austria
Department of Atmospheric and Cryospheric Science, University of
Innsbruck, Innsbruck, Austria
Martin Tiefengraber
LuftBlick, Kreith, Austria
Department of Atmospheric and Cryospheric Science, University of
Innsbruck, Innsbruck, Austria
Nader Abuhassan
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Joint Center for Earth Systems Technology, University of
Maryland, Baltimore County, Baltimore, MD 21228, USA
David Williams
United States Environmental Protection Agency Office of Research and
Development, Research Triangle Park, NC 27709, USA
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- Sensitivity of total column NO2 at a marine site within the Chesapeake Bay during OWLETS-2 A. Kotsakis et al. 10.1016/j.atmosenv.2022.119063
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- COVID-19 pandemic reveals persistent disparities in nitrogen dioxide pollution G. Kerr et al. 10.1073/pnas.2022409118
- New Insights Into the Role of Atmospheric Transport and Mixing on Column and Surface Concentrations of NO2 at a Coastal Urban Site T. Adams et al. 10.1029/2022JD038237
- Investigating Changes in Ozone Formation Chemistry during Summertime Pollution Events over the Northeastern United States M. Tao et al. 10.1021/acs.est.2c02972
- Underestimation of column NO2 amounts from the OMI satellite compared to diurnally varying ground-based retrievals from multiple PANDORA spectrometer instruments J. Herman et al. 10.5194/amt-12-5593-2019
- Characterization of ground-based atmospheric pollution and meteorology sampling stations during the Lake Michigan Ozone Study 2017 A. Doak et al. 10.1080/10962247.2021.1900000
55 citations as recorded by crossref.
- Assessment of the TROPOMI tropospheric NO2 product based on airborne APEX observations F. Tack et al. 10.5194/amt-14-615-2021
- Evaluating Sentinel-5P TROPOMI tropospheric NO2 column densities with airborne and Pandora spectrometers near New York City and Long Island Sound L. Judd et al. 10.5194/amt-13-6113-2020
- NO2 retrievals from NOAA-20 OMPS: Algorithm, evaluation, and observations of drastic changes during COVID-19 X. Huang et al. 10.1016/j.atmosenv.2022.119367
- Observing Nitrogen Dioxide Air Pollution Inequality Using High-Spatial-Resolution Remote Sensing Measurements in Houston, Texas M. Demetillo et al. 10.1021/acs.est.0c01864
- First-time comparison between NO2 vertical columns from Geostationary Environmental Monitoring Spectrometer (GEMS) and Pandora measurements S. Kim et al. 10.5194/amt-16-3959-2023
- Two Air Quality Regimes in Total Column NO2 Over the Gulf of Mexico in May 2019: Shipboard and Satellite Views A. Thompson et al. 10.1029/2022EA002473
- Photochemical model representation of ozone and precursors during the 2017 Lake Michigan ozone study (LMOS) K. Baker et al. 10.1016/j.atmosenv.2022.119465
- High-resolution air quality simulations of ozone exceedance events during the Lake Michigan Ozone Study R. Pierce et al. 10.5194/acp-23-9613-2023
- Intimately tracking NO2 pollution over the New York City - Long Island Sound land-water continuum: An integration of shipboard, airborne, satellite observations, and models M. Tzortziou et al. 10.1016/j.scitotenv.2023.165144
- Sensitivity of Meteorological Skill to Selection of WRF‐Chem Physical Parameterizations and Impact on Ozone Prediction During the Lake Michigan Ozone Study (LMOS) M. Abdi‐Oskouei et al. 10.1029/2019JD031971
- Large discrepancy between observed and modeled wintertime tropospheric NO2 variabilities due to COVID-19 controls in China J. Chen et al. 10.1088/1748-9326/ac4ec0
- Tropospheric and Surface Nitrogen Dioxide Changes in the Greater Toronto Area during the First Two Years of the COVID-19 Pandemic X. Zhao et al. 10.3390/rs14071625
- Photochemical model assessment of single source NO2 and O3 plumes using field study data K. Baker et al. 10.1016/j.scitotenv.2023.166606
- TROPOMI NO2 in the United States: A Detailed Look at the Annual Averages, Weekly Cycles, Effects of Temperature, and Correlation With Surface NO2 Concentrations D. Goldberg et al. 10.1029/2020EF001665
- Advanced NO2 retrieval technique for the Brewer spectrophotometer applied to the 20-year record in Rome, Italy H. Diémoz et al. 10.5194/essd-13-4929-2021
- Sensitivity analysis of NO2 differential slant column density according to spatial resolution using GCAS data from the SIJAQ 2022 campaign S. Lee et al. 10.1016/j.atmosenv.2024.120723
- Analysis of Tropospheric NO2 Observation Using Pandora and MAX-DOAS Instrument in Xianghe, North China C. Wang et al. 10.3390/rs17101695
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- Implications of Sea Breezes on Air Quality Monitoring in a Coastal Urban Environment: Evidence From High Resolution Modeling of NO2 and O3 B. Wang et al. 10.1029/2022JD037860
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- Assessing sub-grid variability within satellite pixels over urban regions using airborne mapping spectrometer measurements W. Tang et al. 10.5194/amt-14-4639-2021
- Direct estimates of biomass burning NOx emissions and lifetimes using daily observations from TROPOMI X. Jin et al. 10.5194/acp-21-15569-2021
- Validation of GEMS operational v2.0 total column NO2 and HCHO during the GMAP/SIJAQ campaign K. Bae et al. 10.1016/j.scitotenv.2025.179190
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- High-resolution mapping of SO2 using airborne observations from the GeoTASO instrument during the KORUS-AQ field study: PCA-based vertical column retrievals H. Chong et al. 10.1016/j.rse.2020.111725
- Quantifying NOx Emission Sources in Houston, Texas Using Remote Sensing Aircraft Measurements and Source Apportionment Regression Models D. Goldberg et al. 10.1021/acsestair.4c00097
- Deep learning bias correction of GEMS tropospheric NO2: A comparative validation of NO2 from GEMS and TROPOMI using Pandora observations M. Ghahremanloo et al. 10.1016/j.envint.2024.108818
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- Transboundary transport of air pollution in eastern Canada R. Stevens et al. 10.1039/D3VA00307H
- 基于对流层检测仪和臭氧检测仪的我国近地面NO2浓度的估算对比与优化 周. Zhou Wenyuan et al. 10.3788/AOS231013
- Comprehensive evaluations of diurnal NO2 measurements during DISCOVER-AQ 2011: effects of resolution-dependent representation of NOx emissions J. Li et al. 10.5194/acp-21-11133-2021
- Ozone and Nitrogen Dioxide Pollution in a Coastal Urban Environment: The Role of Sea Breezes, and Implications of Their Representation for Remote Sensing of Local Air Quality J. Geddes et al. 10.1029/2021JD035314
- Daily Satellite Observations of Nitrogen Dioxide Air Pollution Inequality in New York City, New York and Newark, New Jersey: Evaluation and Application I. Dressel et al. 10.1021/acs.est.2c02828
- Tropospheric nitrogen dioxide levels vary diurnally in Asian cities J. Park et al. 10.1038/s43247-025-02272-7
- Ground-based validation of the Copernicus Sentinel-5P TROPOMI NO2 measurements with the NDACC ZSL-DOAS, MAX-DOAS and Pandonia global networks T. Verhoelst et al. 10.5194/amt-14-481-2021
- Sensitivity of total column NO2 at a marine site within the Chesapeake Bay during OWLETS-2 A. Kotsakis et al. 10.1016/j.atmosenv.2022.119063
- Airborne observation with a low-cost hyperspectral instrument: retrieval of NO2 vertical column densities (VCDs) and the satellite sub-grid variability over industrial point sources J. Park et al. 10.5194/amt-17-197-2024
- Satellite validation strategy assessments based on the AROMAT campaigns A. Merlaud et al. 10.5194/amt-13-5513-2020
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- Inferring ground-level nitrogen dioxide concentrations at fine spatial resolution applied to the TROPOMI satellite instrument M. Cooper et al. 10.1088/1748-9326/aba3a5
- Spatiotemporal inhomogeneity of total column NO2 in a polluted urban area inferred from TROPOMI and Pandora intercomparisons J. Park et al. 10.1080/15481603.2022.2026640
- Non-uniform tropospheric NO2 level changes in European Union caused by governmental COVID-19 restrictions and geography G. Varga et al. 10.1016/j.cacint.2024.100145
- Impacts of Soil NOx Emission on O3 Air Quality in Rural California T. Sha et al. 10.1021/acs.est.0c06834
- Potential Errors in CMAQ NO:NO2 Ratios and Upper Tropospheric NO2 Impacting the Interpretation of TROPOMI Retrievals A. Lawal et al. 10.1021/acsestair.4c00198
- COVID-19 pandemic reveals persistent disparities in nitrogen dioxide pollution G. Kerr et al. 10.1073/pnas.2022409118
- New Insights Into the Role of Atmospheric Transport and Mixing on Column and Surface Concentrations of NO2 at a Coastal Urban Site T. Adams et al. 10.1029/2022JD038237
- Investigating Changes in Ozone Formation Chemistry during Summertime Pollution Events over the Northeastern United States M. Tao et al. 10.1021/acs.est.2c02972
2 citations as recorded by crossref.
- Underestimation of column NO2 amounts from the OMI satellite compared to diurnally varying ground-based retrievals from multiple PANDORA spectrometer instruments J. Herman et al. 10.5194/amt-12-5593-2019
- Characterization of ground-based atmospheric pollution and meteorology sampling stations during the Lake Michigan Ozone Study 2017 A. Doak et al. 10.1080/10962247.2021.1900000
Latest update: 30 May 2025
Short summary
In 2017, an airborne mapping spectrometer (GeoTASO) was used to observe high-resolution column densities of nitrogen dioxide (NO2) over the western shore of Lake Michigan and the Los Angeles Basin. These data were used to simulate the spatial resolution of current and future satellite NO2 retrievals to evaluate the impact of pixel size on comparisons to ground-based observations in urban areas. As spatial resolution improves, the sensitivity to more heterogeneously polluted scenes increases.
In 2017, an airborne mapping spectrometer (GeoTASO) was used to observe high-resolution column...
