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Underlying models for the European DIgital Twin Ocean - EDITO-Model Lab

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Strategic Plan (opens in new window)

This deliverable presents the strategic plan including co design of the components, HPC resources and infrastructures. It describes the design of each component that will be developed during EDITO-Model Lab project. Several sections will be included, based on the project WP organisation 1) Design the integration path for the core model suite. 2) Design of the Virtual Environment. 3) design of the Focus Application. 4) Design of the What-if scenarios. Other sections will describe HPC resources and infrastructure needed for the implementation of the DTO core model suite. This document will be produced in T1.1 with contribution from T4.1, T5.1, T6.1, T7.1,T7.2 and T7.3

Plan for Communication, Dissemination and Exploitation of results (opens in new window)

Communication plan for the project, describing the main communication goals, key messages to be conveyed, target audiences, means and channels, KPIs, monitoring procedures, partners’ responsibilities, and calendar. Main content will be about communication and dissemination. Exploitation of results will also be addressed. It will be developed in Tasks T8.1 and T8.3.

EDITO-Model Lab technical architecture (opens in new window)

Description of the technical architecture for the Virtual Ocean Model Lab (VOML), supported by Autosubmit as backend solution, integrated with the collaborative development and testing framework and the relocatable Ocean modelling platform, and including the user interfaces for demand model. This will be a co-design task developed in WP5, T5.1, and will be coupled to the VRE portal that will be provided as part of the EU public DTO platform.

Virtual Ocean Model Lab (opens in new window)

Software documentation of the Virtual Ocean Model Lab (VOML) developed in WP5, including the backend solution (T5.2), co-development capacity (T5.3.1), the relocatable modelling platforms (T5.3.2) and the user interfaces (T5.4).

Website (opens in new window)

This deliverable presents the website of EDITO-Model Lab project. The website will be the central point of all digital communications and will act as a showroom to be populated with info on the main themes addressed by the project, its relevance in today’s society and how will the project add value and provide solutions to the associated issues. It will also serve as a repository of news and various communication materials on the project’s progress and results, providing details on the consortium as well. This project will be produced under Task 8.1.

Data Management Plan - first version (opens in new window)

The first version of the DMP describes the preliminary plan for the cycle for the data to be collected, processed and/or generated by EDITO-Model Lab, including the description of the management procedure, storage infrastructures and standards that will be used during the project. This document will be produced in T1.1.

Publications

Observation-Only Deep Learning for Gappy Satellite-Derived Ocean Color Data Using 4DVarNet (opens in new window)

Author(s): Dorffer, Clément; Jourdin, Frédéric; Nguyen, Thi; Devillers, Rodolphe; Mouillot, David; Fablet, Ronan
Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 63, 2025, ISSN 1558-0644
Publisher: IEEE
DOI: 10.1109/TGRS.2025.3624465

Eutrophication hotspots, nitrogen fluxes and climate impacts in estuarine ecosystems: A model study of the Odra estuary system (opens in new window)

Author(s): Johannes Pein, Joanna Staneva
Published in: Ocean Dynamics, Issue 74, 2024, ISSN 1616-7228
Publisher: Springer Nature
DOI: 10.1007/s10236-024-01607-w

Applied Ocean Research (opens in new window)

Author(s): Wei Chen; Thi Thuy Nga Nguyen; Johannes Pein; Frédéric Jourdin; Ronan Fablet; Joanna Staneva
Published in: Applied Ocean Research, Issue 165, 2025, ISSN 0141-1187
Publisher: Pergamon Press Ltd.
DOI: 10.1016/J.APOR.2025.104871

GLONET: Mercator's End‐to‐End Neural Global Ocean Forecasting System (opens in new window)

Author(s): Anass El Aouni, Quentin Gaudel, Charly Regnier, Simon Van Gennip, Olivier Le Galloudec, Marie Drevillon, Yann Drillet, Jean‐Michel Lellouche
Published in: Journal of Geophysical Research: Machine Learning and Computation, Issue 2, 2025, ISSN 2993-5210
Publisher: American Geophysical Union (AGU)
DOI: 10.1029/2025JH000686

Generalization Performance of Neural Mapping Schemes for the Space–Time Interpolation of Satellite-Derived Ocean Color Datasets (opens in new window)

Author(s): Thi Thuy Nga Nguyen, Clément Dorffer, Frédéric Jourdin, Ronan Fablet
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 18, 2025, ISSN 1939-1404
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSTARS.2025.3622311

On-demand coastal modelling with two-way nesting (opens in new window)

Author(s): Vilnis Frishfelds; Jun She; Jens Murawski
Published in: Ocean Dynamics, Issue 75, 2025, ISSN 0000-0000
Publisher: Ocean Dynamics
DOI: 10.1007/S10236-025-01670-X

Interannual sea level variability in the North and Baltic seas and net flux through the Danish straits (opens in new window)

Author(s): Nam Thanh Pham, Joanna Staneva, Antonio Bonaduce, Emil V. Stanev, Sebastian Grayek
Published in: Ocean Dynamics, Issue 74, 2024, ISSN 1616-7228
Publisher: Springer Nature
DOI: 10.1007/s10236-024-01626-7

Sea state contributions to thermosteric sea-level in high-resolution ocean-wave coupled simulations (opens in new window)

Author(s): Antonio Bonaduce, Nam Thanh Pham, Joanna Staneva, Sebastian Grayek, Roshin P. Raj, Øyvind Breivik
Published in: Ocean Dynamics, Issue 74, 2024, ISSN 1616-7228
Publisher: Springer Nature
DOI: 10.1007/s10236-024-01632-9

OceanBench: The Sea Surface Height Edition (opens in new window)

Author(s): Johnson, J. Emmanuel; Febvre, Quentin; Gorbunova, Anastasia; Metref, Sammy; Ballarotta, Maxime; Sommer, Julien Le; Fablet, Ronan
Published in: https://hal.science/hal-04312303, 2023
Publisher: Curran Associates, Inc.
DOI: 10.48550/arxiv.2309.15599

EDITO-MODEL LAB: the next generation of numerical models for the European Digital Twin Ocean

Author(s): Yann Drillet
Published in: Proceedings of the 10th EuroGOOS International Conference, 2023
Publisher: Eurogoos AISBL

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