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Each year the international marine carbon community submit any new measurements collected on research vessels, ships of opportunity, moorings, uncrewed surface vehicles and sailing yachts for inclusion in the annual update of the SOCAT database. The data synthesis effort, which published its first data product in 2011, includes a variety of systems, sampling strategies, maintenance cycles and instrument calibrations. Each in-water CO\n                    <jats:sub>2<\/jats:sub>\n                    gas measurement is paired, and linked, with a sea surface temperature (SST) measurement. However, the differences in measurement systems means that data pairs from different platforms are representative of differing depths in the ocean, whilst SST measurements can suffer from warming within the observation platform. These complexities can limit the accuracy and precision of any atmosphere-ocean CO\n                    <jats:sub>2<\/jats:sub>\n                    assessments that use the SOCAT products. Here the SOCATv2025 database with an estimated uncertainty in the fugacity of CO\n                    <jats:sub>2<\/jats:sub>\n                    in seawater (\n                    <jats:italic>f<\/jats:italic>\n                    CO\n                    <jats:sub>2 (sw)<\/jats:sub>\n                    ) of less than 5 \u00b5atm is recalculated to a reference temperature at a consistent depth of 0.2\u2009m using the European Space Agency (ESA) Climate Change Initiative (CCI) SST climate data record. This recalculation process of the\n                    <jats:italic>f<\/jats:italic>\n                    CO\n                    <jats:sub>2<\/jats:sub>\n                    values does not assume isochemical conditions and so temperature driven carbonate speciation is captured. The data pairing is maintained so the resulting dataset is well suited for the analysis of atmosphere-ocean CO\n                    <jats:sub>2<\/jats:sub>\n                    exchange. The synthesis cruise data and gridded data products, that include both the original and recalculated data, are provided and consistency with the original SOCAT data products and format is confirmed. The importance of robustly accounting for the observed warm bias is demonstrated as removing this signal by recalculation to a climate data record temperature shows a ~0.4 Pg C yr\n                    <jats:sup>\u22121<\/jats:sup>\n                    (~12%) increase in the 2024 ocean CO\n                    <jats:sub>2<\/jats:sub>\n                    sink (3.4 Pg C yr\n                    <jats:sup>\u22121<\/jats:sup>\n                    ). These recalculated data products are needed for annual carbon assessments therefore these will be routinely provided each year following each annual SOCAT dataset release.\n                  <\/jats:p>","DOI":"10.1038\/s41597-026-07532-5","type":"journal-article","created":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T10:33:36Z","timestamp":1781001216000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Recalculating the Surface Ocean CO2 Atlas (SOCAT) to a sea surface temperature climate data record"],"prefix":"10.1038","volume":"13","author":[{"given":"Daniel J.","family":"Ford","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jamie D.","family":"Shutler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Holding","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richard P.","family":"Sims","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ian","family":"Ashton","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David K.","family":"Woolf","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lonneke","family":"Goddijn-Murphy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dorothee C. 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