Biogeosciences
Biogeosciences
BG
Articles | Volume 21, issue 17
Articles | Volume 21, issue 17
https://doi.org/10.5194/bg-21-3985-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/bg-21-3985-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 21, issue 17
Research article
 | 
13 Sep 2024
Research article |  | 13 Sep 2024

Evolution of oxygen and stratification and their relationship in the North Pacific Ocean in CMIP6 Earth system models

Lyuba Novi, Annalisa Bracco, Takamitsu Ito, and Yohei Takano

Viewed

Total article views: 3,516 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
2,295 1,090 131 3,516 260 161 182
  • HTML: 2,295
  • PDF: 1,090
  • XML: 131
  • Total: 3,516
  • Supplement: 260
  • BibTeX: 161
  • EndNote: 182
Views and downloads (calculated since 07 Sep 2023)
Cumulative views and downloads (calculated since 07 Sep 2023)

Viewed (geographical distribution)

Total article views: 3,516 (including HTML, PDF, and XML) Thereof 3,488 with geography defined and 28 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Saved (final revised paper)

Latest update: 19 Jul 2026
Download
Short summary
We explored the relationship between oxygen and stratification in the North Pacific Ocean using a combination of data mining and machine learning. We used isopycnic potential vorticity (IPV) as an indicator to quantify ocean ventilation and analyzed its predictability, a strong O2–IPV connection, and predictability for IPV in the tropical Pacific. This opens new routes for monitoring ocean O2 through few observational sites co-located with more abundant IPV measurements in the tropical Pacific.
Read more
Share
Altmetrics
Final-revised paper
Preprint