Articles | Volume 5-opsr
https://doi.org/10.5194/sp-5-opsr-4-2025
https://doi.org/10.5194/sp-5-opsr-4-2025
02 Jun 2025
 | OPSR | Chapter 2.3
 | 02 Jun 2025 | OPSR | Chapter 2.3

Solving coastal dynamics: introduction to high-resolution ocean forecasting services

Joanna Staneva, Angelique Melet, Jennifer Veitch, and Pascal Matte

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Cited articles

Benkiran, M., Le Traon, P.-Y., Rémy, E., and Drillet, Y.: Impact of two high-resolution altimetry mission concepts on ocean forecasting, Front. Mar. Sci., 11, 1465065, https://doi.org/10.3389/fmars.2024.1465065, 2024. 
Beucler, T., Gentine, P., Yuval, J., Gupta, A., Peng, L., Lin, J., Yu, S., Rasp, S., Ahmed, F., O'Gorman, P. A., Neelin, J. D., Lutsko, N. J., and Pritchard, M.: Climate-invariant machine learning, Science Advances, 10, eadj7250, https://doi.org/10.1126/sciadv.adj7250, 2024. 
Bire, S., Mittal, T., Kang, W., Ramadhan, A., Tuckman, P. J., German, C. R., Thurnherr, A. M., and Marshall, J.: Divergent Behavior of Hydrothermal Plumes in Fresh Versus Salty Icy Ocean Worlds, J. Geophys. Res.-Planet., 128, e2023JE007740, https://doi.org/10.1029/2023JE007740, 2023. 
Blumberg, A. F. and Mellor, G. L.: A description of a three-dimensional coastal ocean circulation model, in: Three-dimensional coastal ocean models, edited by: Heaps, N. S., American Geophysical Union, vol. 4, https://agupubs.onlinelibrary.wiley.com/doi/10.1029/CO004p0001 (last access: 27 May, 2025), 1987. 
Bolton, T. and Zanna, L.: Applications of Deep Learning to Ocean Data Inference and Subgrid Parameterization, J. Adv. Model. Earth Sy., 11, 376–399, https://doi.org/10.1029/2018MS001472, 2019. 
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Coastal services are essential to society, requiring accurate prediction of ocean variables in complex, high-resolution environments. This paper outlines key aspects of coastal modelling and emphasizes the importance of capturing nonlinear interactions and feedbacks. Advances in coastal modelling, observational integration, and predictive skills are highlighted as being vital for supporting sustainability and strengthening climate resilience.
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