Preprints
https://doi.org/10.5194/egusphere-2025-2746
https://doi.org/10.5194/egusphere-2025-2746
28 Jul 2025
 | 28 Jul 2025
Status: this preprint is open for discussion and under review for Biogeosciences (BG).

Linear trends of temperature, salinity, and oxygen in the North Pacific based on GOBAI-O2 over 2 decades and their controlling factors

Miho Ishizu and Tomomichi Ogata

Abstract. Oxygen concentrations in the ocean are believed to be declining due to global warming. However, our understanding of its variability remains limited compared to physical parameters such as temperature and salinity, because oxygen is difficult to observe with high spatial and temporal resolution. In this study, we analyzed linear trends in potential temperature, salinity, and dissolved oxygen in the North Pacific over the past two decades (2004–2023), using the GOBAI-O2 data. We then compared oxygen trends with physical parameters to investigate the spatial pattern of linear changes across the region. The oxygen trends derived from GOBAI-O2 were consistent with those observed along hydrographic lines that have been relatively frequently and continuously surveyed by ship-based observations. Although an overall declining trend in dissolved oxygen was evident, localized increases were observed in certain density layers. By examining the associated physical conditions, we found that the spatial heterogeneity of the oxygen trends can be attributed to known oceanographic processes, such as the southward retreat of the oxygen minimum layer and the northward migration of a recently identified front separating the subtropical and subarctic gyres. Our findings highlight the utility of GOBAI-O2 data in linking physical changes to previously unrecognized biological and biogeochemical patterns in the ocean.

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Miho Ishizu and Tomomichi Ogata

Status: open (until 20 Sep 2025)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-2746', Anonymous Referee #1, 06 Aug 2025 reply
    • AC1: 'Reply on RC1', Miho Ishizu, 05 Sep 2025 reply
Miho Ishizu and Tomomichi Ogata
Miho Ishizu and Tomomichi Ogata

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Short summary
We used GOBAI-O₂, a new machine-learning-based dataset derived from Argo floats and shipboard observations, to examine 20-year linear trends in potential temperature, salinity, and dissolved oxygen in the North Pacific. Our results agree with prior studies and newly reveal spatially heterogeneous oxygen trends, including local increases. These are linked to physical processes such as the southward retreat of the oxygen minimum layer and a northward-shifting circulation front.
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