AD4GD - All Data 4 Green Deal

Part of EU Open Research Repository
Published September 25, 2025 | Version v1
Project deliverable Open

AD4GD D5.2 Artificial intelligence resources for Earth system modelling

Authors/Creators

  • 1. EVIDEN
  • 2. Atos
  • 3. ATOS
  • 4. ROR icon Fraunhofer Institute for Applied Information Technology
  • 5. IoT Lab
  • 6. ROR icon Mandat International
  • 7. ROR icon Berlin Centre of Competence for Water
  • 8. ROR icon Centre for Research on Ecology and Forestry Applications
  • 9. ROR icon Aston University

Description

This deliverable builds upon D5.1 and outlines progress in applying Artificial Intelligence and High-Performance Computing within the AD4GD project. It details the use of AI models in pilot studies, such as water level prediction in Berlin lakes and connectivity mapping in Catalonia, highlighting the AI models ability to process complex environmental data efficiently. The document also presents the development of user-friendly interfaces that make these advanced tools accessible to non-expert stakeholders, promoting informed decision-making. Additionally, it reports on the integration of HPC resources to support AI model training and execution, enhancing performance and scalability. The deliverable concludes with reflections on the benefits, limitations, and future directions of these technologies in AD4GD pilots.

Files

AD4GD D5.2.pdf

Files (5.8 MB)

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Additional details

Related works

Continues
Project deliverable: 10.5281/zenodo.17201394 (DOI)
Is cited by
Project deliverable: 10.5281/zenodo.17201639 (DOI)

Funding

European Commission
AD4GD - All Data 4 Green Deal - An Integrated, FAIR Approach for the Common European Data Space 101061001