Unlocking Southern Ocean Under‐Ice Seasonality With a New Monthly Climatology

Abstract The advent of under‐ice profiling float and biologging techniques has enabled year‐round observation of the Southern Ocean and its Antarctic margin. These under‐ice data are often overlooked in widely used oceanographic datasets, despite their importance in understanding seasonality and its role in sea ice changes, water mass formation, and glacial melt. We develop a monthly climatology of the Southern Ocean (south of 40°S and above 2,000 m) using Data Interpolating Variational Analysis, which excels in multi‐dimensional interpolation and consistent handling of topography and horizontal advection. The climatology successfully captures thermohaline variability under sea ice, previously hard to obtain, and outperforms other observation‐based products and state estimate simulations in data fidelity, with smaller root‐mean‐square errors and biases. To demonstrate its multi‐purpose capability, we present a qualitative description of the seasonal variation, including (a) the surface mixed layer, (b) the water mass volume census, (c) the Antarctic Slope Front, and (d) shelf bottom waters. The circumpolar variation in the extent of dense shelf water—including its presence outside the four major formation sites—and the annual volume overturning that reaches deep waters are revealed for the first time. The present work offers a new monthly climatology of the Southern Ocean and the Antarctic margin, which will be instrumental in investigating the seasonality and improving ocean models, thereby making valuable winter observations more accessible. We further highlight the quantitative significance of under‐ice data in reproducing ocean conditions, advocating for their increased use to achieve a better Southern Ocean observing system.

Authors

Institutions

Publication Details

Journal
Journal of Geophysical Research Oceans
Published
2025-01-01
DOI
https://doi.org/10.1029/2024jc020920
Citations
4
Primary Topic
Arctic and Antarctic ice dynamics
Type
article
Field-Weighted Citation Impact
5.20

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Unlocking Southern Ocean Under‐Ice Seasonality With a New Monthly Climatology

Nathaniel L. Bindoff, Helen E. Phillips, Maxim Nikurashin, Laura Herráiz‐Borreguero et al.
4 citations
Journal of Geophysical Research Oceans
Arctic and Antarctic ice dynamics
5.20
article

Unlocking Southern Ocean Under‐Ice Seasonality With a New Monthly Climatology

Nathaniel L. Bindoff, Helen E. Phillips, Maxim Nikurashin, Laura Herráiz‐Borreguero, Kaihe Yamazaki, Paul Spence
article en
4 citations

Abstract

Abstract The advent of under‐ice profiling float and biologging techniques has enabled year‐round observation of the Southern Ocean and its Antarctic margin. These under‐ice data are often overlooked in widely used oceanographic datasets, despite their importance in understanding seasonality and its role in sea ice changes, water mass formation, and glacial melt. We develop a monthly climatology of the Southern Ocean (south of 40°S and above 2,000 m) using Data Interpolating Variational Analysis, which excels in multi‐dimensional interpolation and consistent handling of topography and horizontal advection. The climatology successfully captures thermohaline variability under sea ice, previously hard to obtain, and outperforms other observation‐based products and state estimate simulations in data fidelity, with smaller root‐mean‐square errors and biases. To demonstrate its multi‐purpose capability, we present a qualitative description of the seasonal variation, including (a) the surface mixed layer, (b) the water mass volume census, (c) the Antarctic Slope Front, and (d) shelf bottom waters. The circumpolar variation in the extent of dense shelf water—including its presence outside the four major formation sites—and the annual volume overturning that reaches deep waters are revealed for the first time. The present work offers a new monthly climatology of the Southern Ocean and the Antarctic margin, which will be instrumental in investigating the seasonality and improving ocean models, thereby making valuable winter observations more accessible. We further highlight the quantitative significance of under‐ice data in reproducing ocean conditions, advocating for their increased use to achieve a better Southern Ocean observing system.

Journal of Geophysical Research OceansVol. 130(1)
Commonwealth Scientific and Industrial Research Organisation (AU), University of Tasmania (AU), Australian Antarctic Division (AU), Institute for Marine and Antarctic Studies, Australian Centre for Excellence in Antarctic Science (AU)
Australian Research Council, Japan Society for the Promotion of Science
Life below water
Openalex Percentile: Top 6%
Arctic and Antarctic ice dynamics
5.20
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.