Polar ocean observations: A critical gap in the observing system and its effect on environmental predictions from hours to a season

GC Smith, R Allard, M Babin, L Bertino… - Frontiers in Marine …, 2019 - frontiersin.org
There is a growing need for operational oceanographic predictions in both the Arctic and
Antarctic polar regions. In the former, this is driven by a declining ice cover accompanied by …

Towards reliable Arctic sea ice prediction using multivariate data assimilation

J Liu, Z Chen, Y Hu, Y Zhang, Y Ding, X Cheng… - Science Bulletin, 2019 - Elsevier
Rapid declines in Arctic sea ice have captured attention and pose significant challenges to a
variety of stakeholders. There is a rising demand for Arctic sea ice prediction at daily to …

A data-driven deep learning model for weekly sea ice concentration prediction of the pan-arctic during the melting season

Y Ren, X Li, W Zhang - IEEE Transactions on Geoscience and …, 2022 - ieeexplore.ieee.org
This study proposes a purely data-driven model for the weekly prediction of daily sea ice
concentration (SIC) of the pan-Arctic (90 N, 45 N, 180 E, 180 W) during the melting season …

Predicting the daily sea ice concentration on a subseasonal scale of the pan-arctic during the melting season by a deep learning model

Y Ren, X Li - IEEE Transactions on Geoscience and Remote …, 2023 - ieeexplore.ieee.org
During the melting season, predicting the daily sea ice concentration (SIC) of the Pan-Arctic
at a subseasonal scale is strongly required for economic activities and a challenging task for …

Dissipation of wind waves by pancake and frazil ice in the autumn B eaufort S ea

WE Rogers, J Thomson, HH Shen… - Journal of …, 2016 - Wiley Online Library
A model for wind‐generated surface gravity waves, WAVEWATCH III®, is used to analyze
and interpret buoy measurements of wave spectra. The model is applied to a hindcast of a …

Calibrating a viscoelastic sea ice model for wave propagation in the Arctic fall marginal ice zone

S Cheng, WE Rogers, J Thomson… - Journal of …, 2017 - Wiley Online Library
This paper presents a wave‐in‐ice model calibration study. Data used were collected in the
thin ice of the advancing autumn marginal ice zone of the western Arctic Ocean in 2015 …

The Navy's Earth System Prediction Capability: A new global coupled atmosphere‐ocean‐sea ice prediction system designed for daily to subseasonal forecasting

N Barton, EJ Metzger, CA Reynolds… - Earth and Space …, 2021 - Wiley Online Library
This paper describes the new global Navy Earth System Prediction Capability (Navy‐ESPC)
coupled atmosphere‐ocean‐sea ice prediction system developed at the Naval Research …

Prediction of sea ice motion with convolutional long short-term memory networks

ZI Petrou, Y Tian - IEEE Transactions on Geoscience and …, 2019 - ieeexplore.ieee.org
Prediction of sea ice motion is important for safeguarding human activities in polar regions,
such as ship navigation, fisheries, and oil and gas exploration, as well as for climate and …

Near-real-time Arctic sea ice thickness and volume from CryoSat-2

RL Tilling, A Ridout, A Shepherd - The Cryosphere, 2016 - tc.copernicus.org
Timely observations of sea ice thickness help us to understand the Arctic climate, and have
the potential to support seasonal forecasts and operational activities in the polar regions …

Landfast ice and coastal wave exposure in northern Alaska

L Hošeková, E Eidam, G Panteleev… - Geophysical …, 2021 - Wiley Online Library
Observations of ocean surface waves at three sites along the northern coast of Alaska show
a strong correlation with seasonal sea ice patterns. In the winter, ice cover is complete, and …