A global eddy-collocated temperature and salinity profile dataset (v1.0): integrating multiplatform in situ observations with satellite-tracking mesoscale eddies
Abstract. Mesoscale eddies are a fundamental component of ocean circulation and play a crucial role in shaping the three-dimensional distribution of ocean temperature and salinity. However, observational constraints have long limited systematic, global-scale quantification of eddy-induced thermohaline variability. Here, we present a global eddy-collocated historical temperature and salinity profile dataset spanning 29 years (1993–2021), constructed by integrating in situ hydrographic profile observations with satellite-derived mesoscale eddy tracking products. The dataset contains 2.35 million quality-controlled temperature-salinity profiles, each collocated with the nearest mesoscale eddy on the sampling day that may have influenced the observed water column. The profiles provide broad global coverage, with most 2°×2° grid boxes containing more than 150 observations, enabling statistically robust analyses from regional to global scales. Validation against well-documented regional eddy signatures shows that the dataset consistently reproduces well-established eddy-induced temperature and salinity anomaly structures across diverse ocean regions. Example applications demonstrate the dataset’s capability to investigate the spatial heterogeneity and vertical extent of eddy-induced thermohaline anomalies, eddy impacts on mixed-layer depth and stratification, eddy contributions to subsurface extreme temperature events, and eddy-driven heat and material transports. This dataset provides a comprehensive observational foundation for advancing quantitative assessments of mesoscale eddy impacts on regional to global ocean physical environment, heat budgets, and climate change.
Authors
- Shuqun Cai (ORCID: https://orcid.org/0000-0001-5905-9769)
- Yunchen Liu (ORCID: https://orcid.org/0009-0001-8520-4736)
- Qingyou He (ORCID: https://orcid.org/0000-0002-0594-4647)
- Peiya Zhang (ORCID: https://orcid.org/0009-0007-1345-422X)
- Lijing Cheng (ORCID: https://orcid.org/0000-0002-9854-0392)
- Weikang Zhan (ORCID: https://orcid.org/0000-0002-5646-4395)
- Haigang Zhan (ORCID: https://orcid.org/0000-0001-7913-3911)
- Zhenting Mo
- Yinghui He (ORCID: https://orcid.org/0000-0002-8531-6834)
Institutions
- Chinese Academy of Sciences (CN)
- South China Sea Institute Of Oceanology (CN)
- Institute of Atmospheric Physics (CN)
- University of Chinese Academy of Sciences (CN)
- State Key Laboratory of Tropical Oceanography (CN)
Publication Details
- Journal
- Earth system science data
- Published
- 2026-10-29
- DOI
- https://doi.org/10.5194/essd-18-7817-2026
- Primary Topic
- Oceanographic and Atmospheric Processes
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- China-Sri Lanka Joint Center for Education and Research, Chinese Academy of Sciences
- National Natural Science Foundation of China
- Chinese Academy of Sciences
- Natural Science Foundation of Guangdong Province
- State Key Laboratory of Tropical Oceanography, South China Sea Institute of Oceanology, Chinese Academy of Sciences