Article (Scientific journals)
Global ground-based tropospheric ozone measurements: reference data and individual site trends (2000–2022) from the TOAR-II/HEGIFTOM project
Van Malderen, Roeland; Thompson, Anne M.; Kollonige, Debra E. et al.
2025In Atmospheric Chemistry and Physics, 25 (13), p. 7187-7225
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Abstract :
[en] Abstract. Tropospheric ozone trends from models and satellites are found to diverge. Ground-based (GB) observations are used to reference models and satellites, but GB data themselves might display station biases and discontinuities. Reprocessing with uniform procedures, the TOAR-II working group Harmonization and Evaluation of Ground-based Instruments for Free-Tropospheric Ozone Measurements (HEGIFTOM) homogenized public data from five networks: ozonesondes, In-service Aircraft for a Global Observing System (IAGOS) profiles, solar absorption Fourier transform infrared (FTIR) spectrometer measurements, lidar observations, and Dobson Umkehr data. Amounts and uncertainties for total tropospheric ozone (TrOC; surface to 300 hPa), as well as free- and lower-tropospheric ozone, are calculated for each network. We report trends (2000 to 2022) for these segments using quantile regression (QR) and multiple linear regression (MLR) for 55 datasets, including six multi-instrument stations. The findings are that (1) median TrOC trends computed with QR and MLR trends are essentially the same; (2) pole-to-pole, across all longitudes, TrOC trends fall within +3 to −3 ppbv per decade, equivalent to (−4 % to +8 %) per decade depending on site; (3) the greatest fractional increases occur over most tropical and subtropical sites, with decreases at northern high latitudes, but these patterns are not uniform; (4) post-COVID trends are smaller than pre-COVID trends for Northern Hemisphere mid-latitude sites. In summary, this analysis conducted in the frame of TOAR-II/HEGIFTOM shows that high-quality, multi-instrument, harmonized data over a wide range of ground sites provide clear standard references for TOAR-II models and evolving tropospheric ozone satellite products for 2000–2022.
Research Center/Unit :
SPHERES - ULiège
Disciplines :
Earth sciences & physical geography
Author, co-author :
Van Malderen, Roeland 
Thompson, Anne M. 
Kollonige, Debra E.
Stauffer, Ryan M. 
Smit, Herman G. J. 
Maillard Barras, Eliane 
Vigouroux, Corinne
Petropavlovskikh, Irina 
Leblanc, Thierry
Thouret, Valérie
Wolff, Pawel
Effertz, Peter
Tarasick, David W.
Poyraz, Deniz 
Ancellet, Gérard
De Backer, Marie-Renée
Evan, Stéphanie 
Flood, Victoria 
Frey, Matthias M.
Hannigan, James W. 
Hernandez, José L.
Iarlori, Marco
Johnson, Bryan J.
Jones, Nicholas
Kivi, Rigel 
Mahieu, Emmanuel  ;  Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > Groupe infra-rouge de physique atmosphérique et solaire (GIRPAS)
McConville, Glen
Müller, Katrin 
Nagahama, Tomoo 
Notholt, Justus
Piters, Ankie
Prats, Natalia
Querel, Richard 
Smale, Dan 
Steinbrecht, Wolfgang 
Strong, Kimberly 
Sussmann, Ralf 
More authors (27 more) Less
Language :
English
Title :
Global ground-based tropospheric ozone measurements: reference data and individual site trends (2000–2022) from the TOAR-II/HEGIFTOM project
Publication date :
11 July 2025
Journal title :
Atmospheric Chemistry and Physics
ISSN :
1680-7316
eISSN :
1680-7324
Publisher :
Copernicus
Special issue title :
Tropospheric Ozone Assessment Report Phase II (TOAR-II) Community Special Issue (ACP/AMT/BG/GMD inter-journal SI)
Volume :
25
Issue :
13
Pages :
7187-7225
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
F.R.S.-FNRS - Fonds de la Recherche Scientifique
Federal Office for Meteorology and Climatology MeteoSwitzerland
Available on ORBi :
since 11 July 2025

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