Reinforcing the AI4EU Platform by Advancing Earth Observation Intelligence, Innovation and Adoption

Informations projet

AI4Copernicus

N° de convention de subvention: 101016798

DOI

10.3030/101016798

Projet clôturé

Date de signature de la CE 15 Decembre 2020

Date de début 1 Janvier 2021

Date de fin 31 Decembre 2023

Financé au titre de

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Coût total

€ 5 378 975,00

Contribution de l’UE

€ 4 993 991,75

Coordonné par

"NATIONAL CENTER FOR SCIENTIFIC RESEARCH ""DEMOKRITOS"""
Greece

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (19)

Communication and Dissemination Report I

A report documenting the various dissemination awareness and outreach activities and results for the 1st reporting period

Overview of Open Calls operational planning and management

This deliverable will provide an overview of the open call operational planning and management activities

Consolidated technical survey and requirements report

This report will present user scenarios endtoend use cases and highlevel user requirements needed for the verification validation and evaluation of the AI4Copernicus solution It will also provide a technological survey on AI4EU existing algorithms libraries processing modules software tools toolboxes for Artificial Intelligence

AI4Copernicus and the European AI and Copernicus ecosystems report I

This deliverable will report on related European and international initiatives and will position AI4Copernicus as part of the wider AI and Copernicus landscape

Integration report on AI4EU tools with DIAS platforms

This deliverable will report on the integration progress of the overall AI4Copernicus platform ie between AI4EU and DIAS as well as with regards to the integration of tools for transformation querying interlinking and federating big linked geospatial data

Testing and operations report for bootstrapping services and resources

This will report on testing and operation for bootstrapping services and resources such as VMs storage standard management and monitoring tools and userfacing support services

Sustainability Plan II (final)

An update and final version of the sustainability outcomes and strategy of the project for the further uptake of the AI4Copernicus innovation and technology achievements. It will also document possible markets, specifying the positioning of AI4Copernicus within these markets and indicating possible means of commercialising and monetising relevant services.

Validation plan and evaluation report II

This report will describe the complete architecture of the cloud environment to be used. It will also provide the design of the semantic catalogue and the semantic search and discovery functionality of AI4Copernicus.

Communication and Dissemination Plan

A report outlining the plan for communicating and disseminating project achievements including opencalls selected projects internal development and integration effort etc

Machine learning models for EO

This deliverable will provide a report on the ML methods and models tailored for use on EO data and specifically as required by the usecases

AI4Copernicus and the European AI and Copernicus ecosystems report II (final)

This deliverable will provide an updated and final report on related European and international initiatives and will position AI4Copernicus as part of the wider AI and Copernicus landscape.

Architecture, semantics and discoverability report

This report will describe the complete architecture of the cloud environment to be used It will also provide the design of the semantic catalogue and the semantic search and discovery functionality of AI4Copernicus

Communication and Dissemination Report IΙ (final)

A report documenting the various dissemination, awareness and outreach activities and results for the 2nd and final reporting period.

Summary of AI4Copernicus citizen-driven themes and use-cases

This deliverable will provide a report on the Open Calls procedures, selection and progress for use-cases in the citizen-driven themes category.

Sustainability Plan I

A report describing the sustainability outcomes and strategy of the project for the further uptake of the AI4Copernicus innovation and technology achievements It will also document possible markets specifying the positioning of AI4Copernicus within these markets and indicating possible means of commercialising and monetising relevant services

Validation plan and evaluation report I

This report will provide the methodology and evaluation of the economic and technological impact of the bootstrapping resources and services (WP5) as well as the use cases developed via the Open Calls (WP6).

Summary of AI4Copernicus small-scale experiments

This deliverable will provide a report on the Open Calls procedures, selection and progress for use-cases in the small-scale experimenta category.

Service extensions and optimisations & policy guidelines for AI-adoption

This report will outline possible service extensions and optimisations along with appropriate policy guidelines for AI-adoption. In addition it will also provide an overview of the trustmark granting results.

Summary of AI4Copernicus use-cases with predefined themes

This deliverable will provide a report on the Open Calls procedures and progress for use-cases in the predefined high-value domains of Energy, Security, Agriculture, Health. In addition it will also provide an overview of the trustmark process and the award criteria.

Demonstrators, pilots, prototypes (3)

Bootstrapping services and resources II (final)

This will demonstrate and provide basic documentation for the set of services and resources made available from the Agriculture, Energy, Security and Health communities for the open calls.

Bootstrapping services and resources I

This will demonstrate and provide basic documentation for the set of services and resources made available from the Agriculture, Energy, Security and Health communities for the open calls.

Semantic search and discovery tools

This will demonstrate and provide documentation for the semantic catalogue and for the semantic search and discovery tools integrated.

Open Research Data Pilot (1)

Data Management Plan

A report that will outline how data will be collected processed or generated and following what methodology and standards whether and how this data will be shared andor made open and how it will be curated and preserved in direct alignment with the ethics requirements

Publications

Conference proceedings (10)

EarthQA: A Question Answering Engine for Earth Observation Data Archives ^*

Auteurs: Punjani, Dharmen; Koubarakis, Manolis; Tsalapati, Eleni
Publié dans: IGARSS, Numéro 8, 2023
Éditeur: IGARSS 2023
DOI: 10.1109/igarss52108.2023.10282475

Encouraging AI Adoption by SMEs: Opportunities and Contributions by the ICT49 Project Cluster

Auteurs: Markaki, Ourania; Papapostolou, Aikaterini; Mouzakitis, Spiros; Zrazinska, Izabela; Sobek, Urszula; Wilczek, Thomas; Troumpoukis, Antonis; Ziouvelou, Xenia; Karkaletsis, Vangelis; Carrasco, Alexandra; Garcia, Miriam; Röger, Gabriele; Micheli, Andrea; Codagnone, Jaime Alessandro; de Prado, Miguel; O'Neill, Siobhán
Publié dans: Numéro 8, 2023
Éditeur: IEEE
DOI: 10.1109/iisa59645.2023.10345867

Geospatial Interlinking with JedAI-spatial

Auteurs: Koubarakis, Manolis
Publié dans: Numéro 1, 2022
Éditeur: Association for Computing Machinery
DOI: 10.1145/3487553.3526093

Enhancing Problem-Based Learning with a Tangible Interactive Sand Platform: Spatial Visualisation and Real-WorldSolutions in Education

Auteurs: Petrakis G, Papatheodorou A, Bikos E, Fotakis T, Konstantas C, Spanoudakis N, Brempou C, Tripolitsiotis A, Economou E, Lagoudakis M, Partsinevelos P
Publié dans: 2023
Éditeur: Third Eureca pro conference

The Question Answering System GeoQA2

Auteurs: Punjani, Dharmen; Kefalidis, Sergios-Anestis; Plas, Konstantinos; Tsalapati, Eleni; Koubarakis, Manolis; Maret, Pierre
Publié dans: Numéro 9, 2023
Éditeur: The 2nd International Workshop on Geospatial Knowledge Graphs and GeoAI: Methods, Models, and Resources
DOI: 10.5281/zenodo.10423032

PLATO: A Semantic Data Cube Implementation using ontology-based dataaccess technologies

Auteurs: Dimitris Bilidas, Anastasios Mantas, Filippos Yfantis, George Stamoulis and Manolis Koubarakis
Publié dans: 2023
Éditeur: Big Data from Space 2023 (BiDS)

Benchmarking Geospatial Question Answering Engines Using the Dataset GeoQuestions1089

Auteurs: Kefalidis, Sergios-Anestis; Punjani, Dharmen; Tsalapati, Eleni; Plas, Konstantinos; Pollali, Mariangela; Mitsios, Michail; Tsokanaridou, Myrto; Koubarakis, Manolis; Maret, Pierre
Publié dans: Numéro 12, 2023
Éditeur: 22nd International Semantic Web Conference
DOI: 10.1007/978-3-031-47243-5_15

Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation

Auteurs: Antonis Troumpoukis; Iraklis Klampanos; Despina-Athanasia Pantazi; Eleni Tsalapati; Mohanad Albughdadi; Mihai Alexe; Vasileios Baousis; Omar Barrilero; Bryce Billière; Alexandra Bojor; Pedro Branco; Lorenzo Bruzzone; Andreina Chietera; Philippe Fournand; Richard Hall; David Hassan; Michele Lazzarini; Adrian Luna; Dharmen Punjani; George Stamoulis; Giulio Weikmann; Marcin Ziółkowski; Xenia Ziouv
Publié dans: Crossref, Numéro 7, 2023
Éditeur: IEEE
DOI: 10.1109/bigdataservice58306.2023.00008

Supervised Scheduling for Geospatial Interlinking

Auteurs: Maria Despoina Siampou; George Papadakis; Nikos Mamoulis; Manolis Koubarakis
Publié dans: Crossref, Numéro 3, 2023
Éditeur: ACM Conference
DOI: 10.1145/3589132.3625585

Fire Risk Management using Data Cubes, Machine Learning and OBDA systems

Auteurs: Bilidas, Dimitris; Mantas, Anastasios; Yfantis, Filippos; Stamoulis, George; Koubarakis, Manolis; Kondylatos, Spyros; Prapas, Ioannis; Papoutsis, Ioannis
Publié dans: SIGISPATIAL, Numéro 14, 2023
Éditeur: SIGSPATIAL '23
DOI: 10.1145/3589132.3625615

Peer reviewed articles (6)

A comparison of data-driven approaches to build low-dimensional ocean models

Auteurs: Niraj Agarwal; Dmitri Kondrashov; Dmitri Kondrashov; Peter Dueben; E. A. Ryzhov; Pavel Berloff; Pavel Berloff
Publié dans: Journal of Advances in Modeling Earth Systems, Numéro 14, 2021, ISSN 1942-2466
Éditeur: American Geophysical Union
DOI: 10.1029/2021ms002537

Machine Learning Emulation of Gravity Wave Drag in Numerical Weather Forecasting

Auteurs: Matthew Chantry; Sam Hatfield; Peter Duben; Inna Polichtchouk; Tim Palmer
Publié dans: Journal of Advances in Modeling Earth Systems, 2021, ISSN 1942-2466
Éditeur: American Geophysical Union
DOI: 10.1029/2021ms002477

Building Tangent‐Linear and Adjoint Models for Data Assimilation With Neural Networks

Auteurs: Sam Hatfield; Matthew Chantry; Peter Dueben; Philippe Lopez; Alan Geer; Tim Palmer
Publié dans: Journal of Advances in Modeling Earth Systems, Vol 13, Iss 9, Pp n/a-n/a (2021), 2021, ISSN 1942-2466
Éditeur: American Geophysical Union
DOI: 10.1029/2021ms002521

Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning

Auteurs: Alina Ciocarlan; Andrei Stoian
Publié dans: Volume 13, Numéro 1, 2021, ISSN 2072-4292
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13214255

Bridging observations, theory and numerical simulation of the ocean using machine learning

Auteurs: Maike Sonnewald; Maike Sonnewald; Maike Sonnewald; Redouane Lguensat; Daniel C. Jones; Peter Dueben; Julien Brajard; Venkatramani Balaji; Venkatramani Balaji
Publié dans: https://hal.science/hal-03311328, Numéro 14, 2021, ISSN 1748-9326
Éditeur: Institute of Physics Publishing
DOI: 10.1088/1748-9326/ac0eb0

Multiyear Mapping of Water Demand at Crop Level: An End-to-End Workflow Based on High-Resolution Crop Type Maps and Meteorological Data

Auteurs: Giulio Weikmann, Daniele Marinelli, Claudia Paris, Silke Migdall, Eva Gleisberg, Florian Appel, Heike Bach, Jim Downling, Lorenzo Bruzzone
Publié dans: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Numéro Volume 16, 2023, Page(s) 6758 - 6775, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jstars.2023.3294107