TY  - JOUR
AU  - Keppens, Arno
AU  - Hubert, Daan
AU  - Granville, José
AU  - Nath, Oindrila
AU  - Lambert, Jean-Christopher
AU  - Wespes, Catherine
AU  - Coheur, Pierre-François
AU  - Clerbaux, Cathy
AU  - Boynard, Anne
AU  - Siddans, Richard
AU  - Latter, Barry
AU  - Kerridge, Brian
AU  - Di Pede, Serena
AU  - Veefkind, Pepijn
AU  - Cuesta, Juan
AU  - Dufour, Gaelle
AU  - Heue, Klaus-Peter
AU  - Coldewey-Egbers, Melanie
AU  - Loyola, Diego
AU  - Orfanoz-Cheuquelaf, Andrea
AU  - Maratt Satheesan, Swathi
AU  - Eichmann, Kai-Uwe
AU  - Rozanov, Alexei
AU  - Sofieva, Viktoria F.
AU  - Ziemke, Jerald R.
AU  - Inness, Antje
AU  - Van Malderen, Roeland
AU  - Hoffmann, Lars
TI  - Harmonisation of sixteen tropospheric ozone satellite data records
JO  - Atmospheric measurement techniques
VL  - 18
IS  - 22
SN  - 1867-1381
CY  - Katlenburg-Lindau
PB  - Copernicus
M1  - FZJ-2025-04622
SP  - 6893 - 6916
PY  - 2025
AB  - The first Tropospheric Ozone Assessment Report (TOAR, 2014–2019) encountered several observational challenges that limited the confidence in estimates of the burden, short-term variability, and long-term changes of ozone in the free troposphere. One of these challenges is the difficulty to interpret the consistency of satellite measurements obtained with different techniques from multiple sensors, leading to differences in spatiotemporal sampling, vertical smoothing, a-priori information, and uncertainty characterisation. This motivated the Committee on Earth Observation Satellites (CEOS) to initiate a coordinated activity VC-20-01 on improving the assessment and harmonisation of tropospheric ozone measured from space. Here, we report on work that contributes to this CEOS activity, as well as to the ongoing second TOAR assessment (TOAR-II, 2020–2025). Our objective is to harmonise the spatiotemporal perspective of (sixteen) satellite ozone data records, thereby accounting as much as possible for differences in vertical smoothing and sampling. Four harmonisation methods are presented to achieve this goal: two for ozone profiles obtained from nadir sounders (UV-visible, IR, and combined UV-IR), and two for tropospheric ozone column products derived by one of the residual methods (Convective Cloud Differential or Limb–Nadir Matching). We discuss to what extent harmonisation may affect assessments of the spatial distribution, seasonal cycle, and long-term changes in free tropospheric ozone, and we anchor the harmonised profile data to ozonesonde measurements recently homogenised as part of TOAR-II. We find that approaches that use global ozone fields as a transfer standard (here the Copernicus Atmosphere Monitoring Service ReAnalysis, CAMSRA) to constrain the harmonisation generally lead to the largest reduction of the inter-product dispersion (IPD) between satellite datasets. These harmonisation efforts, however, only partially account for the observed discrepancies between the satellite datasets, with a reduction of about 10 %–40 % of the IPD upon harmonisation, depending on the products involved and with strong spatiotemporal dependences. This work therefore provides evidence that it is not only the differences in spatiotemporal smoothing and sampling, but rather the differences in measurement uncertainty that pose the main challenge to the assessment of the spatial distribution and temporal evolution of free tropospheric ozone from satellite observations.
LB  - PUB:(DE-HGF)16
DO  - DOI:10.5194/amt-18-6893-2025
UR  - https://juser.fz-juelich.de/record/1048411
ER  -