journal article·2023-02-18Open access

Assessment of the NO2 Spatio-Temporal Variability over Thessaloniki, Greece, Using MAX-DOAS Measurements and Comparison with S5P/TROPOMI Observations

Dimitris Karagkiozidis, Maria-Elissavet Koukouli, Alkiviadis Bais, Dimitris Balis, Paraskevi Tzoumaka

Applied Sciences· Volume 13· Issue 4

Abstract

In this article, we investigate the spatio-temporal variability of tropospheric NO2 Vertical Column Densities (VCDs) and surface concentrations that were retrieved using Multi-Axis Differential Optical Absorption Spectroscopy (MAX-DOAS) measurements over Thessaloniki, Greece, for the period June 2020 to November 2022. The MAX-DOAS system captures the NO2 seasonal variability very well, reporting low concentrations during summer and higher concentrations in the winter, as well as the diurnal cycle with higher NO2 amounts in the morning followed by a reduction towards noon. The “weekend effect” is evident, with approximately 30% lower NO2 concentrations on the weekends compared to the working days. An excellent agreement is found with in situ data from a nearby air quality monitoring station with Pearson’s correlation coefficients ranging between R = 0.90 and R = 0.99. The spatial variability is assessed by comparing the NO2 concentrations at four azimuth viewing directions of the MAX-DOAS system. Despite the large variability due to short- and long-term temporal variations, higher NO2 concentrations of up to 25% (statistically significant at the 95% confidence level) are reported for the azimuth that crosses the entire city center and an urban area compared to those pointing towards the sea. The MAX-DOAS tropospheric NO2 columns are then compared to those measured by the TROPOspheric Monitoring Instrument (TROPOMI) on board the Sentinel-5P satellite. Despite the generally good correlation (R = 0.72 and R = 0.89 for the daily and monthly data, respectively), a clear underestimation of TROPOMI is found (approximately 55% in winter, 21% in spring and 40% during autumn and summer), mainly due to the much larger satellite footprint that provides a smoother perception of the NO2 concentration, while the MAX-DOAS measurements are more affected by local emissions.
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Research context

OpenAlex topics: Air Quality Monitoring and Forecasting · Atmospheric chemistry and aerosols · Atmospheric Ozone and Climate

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Affiliations

Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece

Municipality of Thessaloniki, Department of Environment, 54642 Thessaloniki, Greece

Funding

State Scholarships Foundation

References (59)

Show source-provided references
1. World Health Organization (WHO) (2016). Ambient Air Pollution: A Global Assessment of Exposure and Burden of Disease.10.17159/2410-972X/2016/v26n2a4 ↗
2. Atmospheric Chemistry and Physics: From Air Pollution to Climate Change10.1063/1.882420 ↗
3. On the role of nitrogen dioxide in the absorption of solar radiation10.1029/1999JD900035 ↗
4. Esti-mations of global no, emissions and their uncertainties10.1016/S1352-2310(96)00327-5 ↗
5. Impacts of anthropogenic and natural NOx sources over the U.S. on tropospheric chemistry10.1073/pnas.252763799 ↗
6. European Environmental Agency, EEA (2020). Air Quality in Europe—2020 Report, Publications Office of the European Union. Available online: https://www.eea.europa.eu/publications/air-quality-in-europe-2020-report.
7. Multi axis differential optical absorption spectroscopy (MAX-DOAS)10.5194/acp-4-231-2004 ↗
8. Observations of BrO and its vertical distribution during surface ozone depletion at Alert10.1016/S1352-2310(02)00104-8 ↗
9. Detection of bromine monoxide in a volcanic plume10.1038/nature01625 ↗
10. MAX-DOAS measurements of atmospheric trace gases in Ny-Ålesund—Radiative transfer studies and their application10.5194/acp-4-955-2004 ↗
11. Wagner, T., Dix, B., Friedeburg, C.V., Frieß, U., Sanghavi, S., Sinreich, R., and Platt, U. (2004). MAX-DOAS O4measurements: A new technique to derive information on atmospheric aerosols-Principles and information content. J. Geophys. Res. Atmos., 109.10.1029/2004JD004904 ↗
12. Van Roozendael, M., Fayt, C., Post, P., Hermans, C., and Lambert, J. (2004). Retrieval of Tropospheric BrO and NO2 from UV-Visible Observations, Springer.10.1007/978-3-642-18875-6_19 ↗
13. Platt, U., and Stutz, J. (2008). Differential Optical Absorption Spectroscopy: Principles and Applications, Physics of Earth and Space Environments, Springer.
14. Eight-component retrievals from ground-based MAX-DOAS observations10.5194/amt-4-1027-2011 ↗
15. MAX-DOAS observations of aerosols, formaldehyde and nitrogen dioxide in the Beijing area: Comparison of two profile retrieval approaches10.5194/amt-8-941-2015 ↗
16. BOREAS—A new MAX-DOAS profile retrieval algorithm for aerosols and trace gases10.5194/amt-11-6833-2018 ↗
17. The Mainz profile algorithm (MAPA)10.5194/amt-12-1785-2019 ↗
18. Tropospheric NO2 vertical column densities over Beijing: Results of the first three years of ground-based MAX-DOAS measurements (2008–2011) and satellite validation
19. Ground-based MAX-DOAS observations of tropospheric aerosols, NO2, SO2 and HCHO in Wuxi, China, from 2011 to 201410.5194/acp-17-2189-2017 ↗
20. Comparisons of ground-based tropospheric NO2 MAX-DOAS measurements to satellite observations with the aid of an air quality model over the Thessaloniki area, Greece
21. Validation of tropospheric NO2 column meas-urements of GOME-2A and OMI using MAX-DOAS and direct sun network observations10.5194/amt-13-6141-2020 ↗
22. Ground-based validation of the Copernicus Sentinel-5P TROPOMI NO2 measurements with the NDACC ZSL-DOAS, MAX-DOAS and Pandonia global networks10.5194/amt-14-481-2021 ↗
23. The Global Ozone Monitoring Experiment (GOME): Mission Concept and First Scientific Results10.1175/1520-0469(1999)056<0151:TGOMEG>2.0.CO;2 ↗
24. SCI-AMACHY: Mission Objectives and Measurement Modes10.1175/1520-0469(1999)056<0127:SMOAMM>2.0.CO;2 ↗
25. The ozone monitoring instrument10.1109/TGRS.2006.872333 ↗
26. The GOME-2 instrument on the Metop series of satellites: Instrument design, calibration, and level 1 data processing—An overview10.5194/amt-9-1279-2016 ↗
27. TROPOMI on the ESA Sentinel-5 Precursor: A GMES mission for global observations of the atmospheric composition for climate, air quality and ozone layer applications10.1016/j.rse.2011.09.027 ↗
28. Enhanced Capabilities of TROPOMI NO2: Estimating NOX from North American Cities and Power Plants10.1021/acs.est.9b04488 ↗
29. Quantification of nitrogen oxides emissions from build-up of pollution over Paris with TROPOMI10.1038/s41598-019-56428-5 ↗
30. Impact of Coronavirus Outbreak on NO2 Pollution Assessed Using TROPOMI and OMI Observations10.1029/2020GL087978 ↗
31. Air quality impacts of COVID-19 lockdown measures detected from space using high spatial resolution observations of multiple trace gases from Sentinel-5P/TROPOMI
32. Intercomparison of NO2, O4, O3 and HCHO slant column measurements by MAX-DOAS and zenith-sky UV–visible spec-trometers during CINDI-210.5194/amt-13-2169-2020 ↗
33. Meas-urements of the NO2 absorption cross-section from 42 000 cm−1 to 10 000 cm−1 (238–1000 nm) at 220 K and 294 K10.1016/S0022-4073(97)00168-4 ↗
34. High spectral resolution ozone absorption cross-sections—Part 2: Temperature dependence10.5194/amt-7-625-2014 ↗
35. Temperature dependent absorption cross-sections of O2–O2 collision pairs between 340 and 630 nm and at atmospherically relevant pressure10.1039/c3cp50968k ↗
36. HITEMP, the high-temperature molecular spectroscopic database10.1016/j.jqsrt.2010.05.001 ↗
37. Ring effect studies: Rayleigh scattering, including molecular parameters for rotational Raman scattering, and the Fraunhofer spectrum10.1364/AO.36.005224 ↗
38. NO2 vertical profiles and column densities from MAX-DOAS measurements in Mexico City10.5194/amt-12-2545-2019 ↗
39. Retrieval of tropospheric aerosol, NO2, and HCHO vertical profiles from MAX-DOAS observations over Thessaloniki, Greece: Intercomparison and validation of two inversion algo-rithms10.5194/amt-15-1269-2022 ↗
40. Climatology of Discomfort Index and Air Quality Index in a Large Urban Mediterranean Agglomeration10.1007/s11270-011-0814-9 ↗
41. Sudden changes in nitrogen dioxide emissions over Greece due to lockdown after the outbreak of COVID-19
42. Koukouli, M.-E., Pseftogkas, A., Karagkiozidis, D., Skoulidou, I., Drosoglou, T., Balis, D., Bais, A., Melas, D., and Hatzianastassiou, N. (2022). Air Quality in Two Northern Greek Cities Revealed by Their Tropospheric NO2 Levels. Atmosphere, 13.10.3390/atmos13050840 ↗
43. Evaluation of the LOTOS-EUROS NO2 simulations using ground-based measurements and S5P/TROPOMI observations over Greece
44. Four years of ground-based MAX-DOAS observations of HONO and NO2 in the Beijing area10.5194/acp-14-765-2014 ↗
45. Comparison of tropospheric NO2 columns from MAX-DOAS re-trievals and regional air quality model simulations10.5194/acp-20-2795-2020 ↗
46. MAX-DOAS measurements of tropospheric NO2 and HCHO in Munich and the comparison to OMI and TROPOMI satellite observations10.5194/amt-13-4499-2020 ↗
47. Megacity Emissions and Lifetimes of Nitrogen Oxides Probed from Space10.1126/science.1207824 ↗
48. Are EARLINET and AERONET climatologies consistent? The case of Thessaloniki, Greece
49. Slant column MAX-DOAS measurements of nitrogen dioxide, formaldehyde, glyoxal and oxygen dimer in the urban environment of Athens10.1016/j.atmosenv.2016.03.048 ↗
50. Dual ground-based MAX-DOAS observations in Vienna, Austria: Evaluation of horizontal and temporal NO2, HCHO, and CHOCHO distributions and comparison with independent data sets
51. Weekly cycle of NO2 by GOME measurements: A signature of anthropogenic sources10.5194/acp-3-2225-2003 ↗
52. Satellite evidence for changes in the NO2 weekly cycle over large cities10.1038/s41598-020-66891-0 ↗
53. TROPOMI NO2 in the United States: A Detailed Look at the Annual Averages, Weekly Cycles, Effects of Temperature, and Correlation with Surface NO2 Concen-trations10.1029/2020EF001665 ↗
54. High-Resolution Mapping of Nitrogen Dioxide With TROPOMI: First Results and Validation Over the Canadian Oil Sands10.1029/2018GL081095 ↗
55. Validation of TROPOMI tropospheric NO2 columns using dual-scan mul-ti-axis differential optical absorption spectroscopy (MAX-DOAS) measurements in Uccle, Brussels10.5194/amt-13-5165-2020 ↗
56. Assessment of the quality of TROPOMI high-spatial-resolution NO2 data products in the Greater Toronto Area10.5194/amt-13-2131-2020 ↗
57. Air quality status in Greater Thessaloniki Area and the emission reductions needed for attaining the EU air quality legislation10.1016/j.scitotenv.2008.10.034 ↗
58. Identification of sources and processes affecting particulate pollution in Thessaloniki, Greece10.1016/j.atmosenv.2011.08.034 ↗
59. Study of the urban heat island in a coastal Mediterranean City: The case study of Thessaloniki, Greece10.1016/j.atmosres.2012.06.006 ↗