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

Rezultaty

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

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

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

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

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

Publikacje

EarthQA: A Question Answering Engine for Earth Observation Data Archives <sup>*</sup>

Autorzy: Punjani, Dharmen; Koubarakis, Manolis; Tsalapati, Eleni
Opublikowane w: Numer 8, 2023
Wydawca: IGARSS 2023
DOI: 10.1109/igarss52108.2023.10282475

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

Autorzy: 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
Opublikowane w: Numer 8, 2023
Wydawca: IEEE
DOI: 10.1109/iisa59645.2023.10345867

Geospatial Interlinking with JedAI-spatial

Autorzy: Koubarakis, Manolis
Opublikowane w: Numer 1, 2022
Wydawca: 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

Autorzy: Petrakis G, Papatheodorou A, Bikos E, Fotakis T, Konstantas C, Spanoudakis N, Brempou C, Tripolitsiotis A, Economou E, Lagoudakis M, Partsinevelos P
Opublikowane w: 2023
Wydawca: Third Eureca pro conference

The Question Answering System GeoQA2

Autorzy: Punjani, Dharmen; Kefalidis, Sergios-Anestis; Plas, Konstantinos; Tsalapati, Eleni; Koubarakis, Manolis; Maret, Pierre
Opublikowane w: Numer 9, 2023
Wydawca: 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

Autorzy: Dimitris Bilidas, Anastasios Mantas, Filippos Yfantis, George Stamoulis and Manolis Koubarakis
Opublikowane w: 2023
Wydawca: Big Data from Space 2023 (BiDS)

Benchmarking Geospatial Question Answering Engines Using the Dataset GeoQuestions1089

Autorzy: Kefalidis, Sergios-Anestis; Punjani, Dharmen; Tsalapati, Eleni; Plas, Konstantinos; Pollali, Mariangela; Mitsios, Michail; Tsokanaridou, Myrto; Koubarakis, Manolis; Maret, Pierre
Opublikowane w: Numer 12, 2023
Wydawca: 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

Autorzy: 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
Opublikowane w: Crossref, Numer 7, 2023
Wydawca: IEEE
DOI: 10.1109/bigdataservice58306.2023.00008

Supervised Scheduling for Geospatial Interlinking

Autorzy: Maria Despoina Siampou; George Papadakis; Nikos Mamoulis; Manolis Koubarakis
Opublikowane w: Crossref, Numer 3, 2023
Wydawca: ACM Conference
DOI: 10.1145/3589132.3625585

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

Autorzy: Bilidas, Dimitris; Mantas, Anastasios; Yfantis, Filippos; Stamoulis, George; Koubarakis, Manolis; Kondylatos, Spyros; Prapas, Ioannis; Papoutsis, Ioannis
Opublikowane w: Numer 14, 2023
Wydawca: SIGSPATIAL '23
DOI: 10.1145/3589132.3625615

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

Autorzy: Niraj Agarwal; Dmitri Kondrashov; Dmitri Kondrashov; Peter Dueben; E. A. Ryzhov; Pavel Berloff; Pavel Berloff
Opublikowane w: Journal of Advances in Modeling Earth Systems, Numer 14, 2021, ISSN 1942-2466
Wydawca: American Geophysical Union
DOI: 10.1029/2021ms002537

Machine Learning Emulation of Gravity Wave Drag in Numerical Weather Forecasting

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

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

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

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

Autorzy: Alina Ciocarlan; Andrei Stoian
Opublikowane w: Volume 13, Numer 1, 2021, ISSN 2072-4292
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13214255

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

Autorzy: Maike Sonnewald; Maike Sonnewald; Maike Sonnewald; Redouane Lguensat; Daniel C. Jones; Peter Dueben; Julien Brajard; Venkatramani Balaji; Venkatramani Balaji
Opublikowane w: https://hal.science/hal-03311328, Numer 14, 2021, ISSN 1748-9326
Wydawca: 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

Autorzy: Giulio Weikmann, Daniele Marinelli, Claudia Paris, Silke Migdall, Eva Gleisberg, Florian Appel, Heike Bach, Jim Downling, Lorenzo Bruzzone
Opublikowane w: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Numer Volume 16, 2023, Strona(/y) 6758 - 6775, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jstars.2023.3294107

Rezultaty

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