Bridging observations, theory and numerical simulation of the ocean using machine learning

M Sonnewald, R Lguensat, DC Jones… - Environmental …, 2021 - iopscience.iop.org
Progress within physical oceanography has been concurrent with the increasing
sophistication of tools available for its study. The incorporation of machine learning (ML) …

Influence of North Pacific subtropical mode water variability on the surface mixed layer through the heaving of the upper thermocline on decadal timescales

F Kobashi, N Usui, N Akimoto, N Iwasaka, T Suga… - Journal of …, 2023 - Springer
Decadal variability of the North Pacific subtropical mode water (STMW) and its influence on
the upper thermocline and mixed layer are examined in a four-dimensional variational …

[HTML][HTML] Water mass transformation variability in the Weddell Sea in ocean reanalyses

ST Bailey, CS Jones, RP Abernathey, AL Gordon… - Ocean …, 2023 - os.copernicus.org
This study investigates the variability of water mass transformation (WMT) within the Weddell
Gyre (WG). The WG serves as a pivotal site for the Meridional Overturning Circulation (MOC) …

Interannual variability of the heat budget in the tropical Pacific Ocean and its link to the overturning circulation

OA Saenko, NF Tandon - Journal of Geophysical Research …, 2024 - Wiley Online Library
Using a suite of coupled climate models and an extensive set of ocean heat budget
diagnostics, we address the relative roles of heat convergence and surface heat flux in …

Processes driving subseasonal variations of upper ocean heat content in the equatorial Indian Ocean

A Chandra, N Keenlyside, L Svendsen… - Journal of Geophysical …, 2024 - Wiley Online Library
Abstract In the equatorial Indian Ocean, the largest subseasonal temperature variations in
the upper ocean are observed below the mixed layer. Subsurface processes can influence …

[HTML][HTML] Relating patterns of added and redistributed ocean warming

E Newsom, L Zanna, S Khatiwala - Journal of Climate, 2022 - journals.ametsoc.org
Ocean warming patterns are a primary control on regional sea level rise and transient
climate sensitivity. However, controls on these patterns in both observations and models are …

Controls on upper ocean salinity variability in the eastern subpolar North Atlantic during 1992–2017

AH Siddiqui, TWN Haine, AT Nguyen… - Journal of …, 2024 - Wiley Online Library
The upper ocean salinity in the eastern subpolar North Atlantic undergoes decadal
fluctuations. A large fresh anomaly event occurred during 2012–2016. Using the ECCOv4r4 …

Water mass transformation variability in the Weddell Sea in Ocean Reanalyses

ST Bailey, S Jones, RP Abernathey… - Ocean science …, 2022 - par.nsf.gov
This study investigates the variability of water mass transformation (WMT) within the Weddell
Gyre (WG). The WG serves as a pivotal site for the meridional overturning circulation (MOC) …

The distribution of trace metals and their relationship to net community production during two marine heatwave events in the subarctic northeast Pacific Ocean

R Taves - 2022 - dspace.library.uvic.ca
The marine biological carbon pump (BCP) leads to the transfer of carbon from the
atmosphere to the ocean interior through the growth of photosynthetic plankton in the …

Water Mass Transformation Through the Lens of Numerical Models and Observations

ST Bailey - 2024 - search.proquest.com
The framework of this dissertation work relies heavily on the water mass transformation
theory (WMT). The theory conceptualizes the explicit relationship between mechanical and …