Preprints
https://doi.org/10.5194/egusphere-2026-641
https://doi.org/10.5194/egusphere-2026-641
13 Feb 2026
 | 13 Feb 2026
Status: this preprint is open for discussion and under review for Ocean Science (OS).

Climatology and annual cycle of global ocean dissolved oxygen represented by multiple observational gridded products

Juan Du, Lijing Cheng, Takamitsu Ito, Hernan E. Garcia, Zhankun Wang, Jonathan D. Sharp, Christopher J. Roach, Shoshiro Minobe, Yuntao Zhou, Bin Lu, Gian G. Navarra, and Seth M. Bushinsky

Abstract. Ocean dissolved oxygen (O2) is an essential climate variable crucial for sustaining the marine life; thus, changes of O2 at various spatiotemporal scales should be quantified and understood. Here, we study the climatology and annual cycle of O2 at regional to global scales using eight available gridded observational products. These datasets are generated by different groups using different primary data selection, quality control, bias correction and interpolation methods including statistical and machine-learning based mapping methods. A common set of metrics was collaboratively developed by the community of Gridded Observational Dataset Intercomparison Project-Dissolved Oxygen (GODIP-DO) to facilitate the inter-comparison, which allows assessing the robustness of the uncertainties through the spread of the products. Global mean O2 profiles are consistent among all products (±3 µmol kg-1), with the well-established decrease from high surface values to a minimum ~1000 meters, and subsequent increase to higher O2 at depth, although local differences could reach ±25 µmol kg-1 (0–1000 m). The hemispheric O2 annual cycle correlates strongly with ocean temperature changes, suggesting the key driver of temperature for the O2 annual cycle. However, there is substantial variation in the global mean 0–100 m O2 annual cycle, the magnitude ranges from -1 to 0.8 μmol kg-1, with a standard deviation of the datasets of ~0.3 μmol kg-1. Average oxygen minimum zones (OMZ) volume among the products is 80.92 × 106 km3 (±1.95 %) for a 60 µmol kg-1 threshold and 152.00 × 106 km3 (±1.72 %) for a 90 µmol kg-1 threshold. Our results serve as a starting point for resolving the uncertainty budget of the ocean O2 changes.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
Share
Juan Du, Lijing Cheng, Takamitsu Ito, Hernan E. Garcia, Zhankun Wang, Jonathan D. Sharp, Christopher J. Roach, Shoshiro Minobe, Yuntao Zhou, Bin Lu, Gian G. Navarra, and Seth M. Bushinsky

Status: open (until 14 Apr 2026)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2026-641', Anonymous Referee #1, 26 Mar 2026 reply
Juan Du, Lijing Cheng, Takamitsu Ito, Hernan E. Garcia, Zhankun Wang, Jonathan D. Sharp, Christopher J. Roach, Shoshiro Minobe, Yuntao Zhou, Bin Lu, Gian G. Navarra, and Seth M. Bushinsky

Data sets

Global Dissolved Oxygen Gridded Climatological Datasets GODIP-DO Group https://doi.org/10.5281/zenodo.16664650

Juan Du, Lijing Cheng, Takamitsu Ito, Hernan E. Garcia, Zhankun Wang, Jonathan D. Sharp, Christopher J. Roach, Shoshiro Minobe, Yuntao Zhou, Bin Lu, Gian G. Navarra, and Seth M. Bushinsky

Viewed

Total article views: 266 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
156 96 14 266 33 25 33
  • HTML: 156
  • PDF: 96
  • XML: 14
  • Total: 266
  • Supplement: 33
  • BibTeX: 25
  • EndNote: 33
Views and downloads (calculated since 13 Feb 2026)
Cumulative views and downloads (calculated since 13 Feb 2026)

Viewed (geographical distribution)

Total article views: 258 (including HTML, PDF, and XML) Thereof 258 with geography defined and 0 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 30 Mar 2026
Download
Short summary
This study assesses the uncertainty of mean state and annual cycle of ocean dissolved oxygen by multiple observational gridded data products. A good consistency is validated globally, although significant local differences exist in areas of strong spatial gradient. Substantial variations are observed in the annual cycle. Quantifying the discrepancies could help pinpoint regions sensitive to data reconstruction processes and further advance the improvement of oxygen data products.
Share