Super-resolution data assimilation

S Barthélémy, J Brajard, L Bertino, F Counillon - Ocean Dynamics, 2022 - Springer
Increasing model resolution can improve the performance of a data assimilation system
because it reduces model error, the system can more optimally use high-resolution …

Assessment of predictability of the Loop Current in the Gulf of Mexico from observing system experiments and observing system simulation experiments

DS Dukhovskoy, EP Chassignet, A Bozec… - Frontiers in Marine …, 2023 - frontiersin.org
This study presents results from numerical model experiments with a high-resolution
regional forecast system to evaluate model predictability of the Loop Current (LC) system …

Including tides improves subtidal prediction in a region of strong surface and internal tides and energetic mesoscale circulation

CG Kerry, BS Powell - Journal of Geophysical Research …, 2022 - Wiley Online Library
Abstract Model predictions of the oceanic subtidal circulation have typically excluded the
tides, assuming that tides have little influence on subtidal flows. The deterministic surface …

SST Forecast Skills Based on Hybrid Deep Learning Models: With Applications to the South China Sea

M Zhang, G Han, X Wu, C Li, Q Shao, W Li, L Cao… - Remote Sensing, 2024 - mdpi.com
We explore to what extent data-driven prediction models have skills in forecasting daily sea-
surface temperature (SST), which are comparable to or perform better than current physics …

Skillful multiyear prediction of the Kuroshio and Gulf Stream jets and eddy activity

S Kido, M Nonaka, Y Miyazawa - Geophysical Research Letters, 2023 - Wiley Online Library
Abstract The Kuroshio and Gulf Stream (GS), Northern Hemisphere warm ocean currents,
have narrow bands of intense jets and vigorous eddies. While the importance of them in …

The Identification and Prediction of Mesoscale Eddy Variation via Memory in Memory With Scheduled Sampling for Sea Level Anomaly

R Nian, Y Cai, Z Zhang, H He, J Wu, Q Yuan… - Frontiers in Marine …, 2021 - frontiersin.org
Ocean mesoscale eddies are ubiquitous in world ocean and account for 90% oceanic
kinetic energy, which dominate the upper ocean flow field. Accurately predicting the …

Forecast uncertainty and ensemble spread in surface currents from a regional ocean model

M Idžanović, ESU Rikardsen, J Röhrs - Frontiers in Marine Science, 2023 - frontiersin.org
An operational ocean Ensemble Prediction System (EPS) for the coastal seas off Northern
Norway is evaluated by comparing with high-frequency radar current speed estimates. The …

A new global ocean ensemble system at the Met Office: Assessing the impact of hybrid data assimilation and inflation settings

DJ Lea, J While, MJ Martin, A Weaver… - Quarterly Journal of …, 2022 - Wiley Online Library
We have developed a global ocean and sea‐ice ensemble forecasting system based on the
operational forecasting ocean assimilation model (FOAM) system run at the Met Office. The …

Assessing ocean ensemble drift predictions by comparison with observed oil slicks

V de Aguiar, J Röhrs, AM Johansson… - Frontiers in Marine …, 2023 - frontiersin.org
Geophysical models are cornerstone pieces in marine forecasting of floating objects and
pollution, such as marine surface oil slicks. Trajectory forecasts of oil spills inherit the …

Toward a strongly coupled assimilation in the Earth System Prediction Capability system

M Yaremchuk, CN Barron, W Crawford… - Quarterly Journal of …, 2024 - Wiley Online Library
We assess a possibility to efficiently represent the strongly coupled increment in an ocean–
atmosphere coupled data assimilation (DA) system by applying an iterative procedure …