Publications-AI4Copernicus

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

Sonnewald M., Lguensat R., Jones D.C, Dueben P., Brajard J. & Balaji V. In Environmental Research Letters, Volume 16, Number 7, July 2021. The publication is available here.

2. A comparison of data-driven approaches to buildlow-dimensional ocean models

Agarwal N., Kondrashov D., Dueben P., Ryzhov E., Berloff P. In Journal of Advances in Modeling Earth Systems, volume 13, September 2021. The publication is available here.

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

Petrakis G, Papatheodorou A, Bikos E, Fotakis T, Konstantas C, Spanoudakis N, Brempou C, Tripolitsiotis A, Economou E, Lagoudakis M, Partsinevelos P. In proceedings of the Third Eureca pro conference, September 26 - 29, 2023, Chania, Greece. To Appear.

4. Benchmarking Geospatial Question Answering Engines using the Dataset GeoQuestions1089

Sergios-Anestis Kefalidis, Dharmen Punjani, Eleni Tsalapati, Konstantinos Plas, Mariangela Pollali, Michail Mitsios, Myrto Tsokanaridou, Manolis Koubarakis, and Pierre Maret. In the 22nd International Semantic Web Conference, Athens, Greece, 6-10 November, 2023. The publication is available here.

5. EarthQA: a question answering engine for Earth observation data archives

Dharmen Punjani, Manolis Koubarakis and Eleni Tsalapati. In the 43rd International Geoscience and Remote Sensing Symposium (IGARSS 2023), California, USA, 16-21 July, 2023. The publication is available here.

6. The Question Answering System GeoQA2

Dharmen Punjani, Sergios-Anestis Kefalidis, Konstantinos Plas, Eleni Tsalapati, Manolis Koubarakis, and Pierre Maret. In the 2nd International Workshop on Geospatial Knowledge Graphs and GeoAI: Methods, Models, and Resources, Leeds, UK, 12 September, 2023. The publication is available here.

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

Dimitris Bilidas, Anastasios Mantas, Filippos Yfantis, George Stamoulis and Manolis Koubarakis. In Big Data from Space 2023 (BiDS). The publication is available here.

8. Supervised Scheduling for Geospatial Interlinking

Maria Despoina Siampou, George Papadakis, Nikos Mamoulis, and Manolis Koubarakis. 2023. Supervised Scheduling for Geospatial Interlinking. In Proceedings of ACM Conference (Conference’17). The publication is available here.

9. Fire Risk Management using Data Cubes, Machine Learning and OBDA systems (Demo Paper)

Dimitris Bilidas, Anastasios Mantas, Filippos Yfantis, George Stamoulis, Manolis Koubarakis, Spyros Kondylatos, Ioannis Prapas, Ioannis Papoutsis, In SIGSPATIAL ’23, November 13–16, 2023, Hamburg, Germany. The publication is available here.

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

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 Ziouvelou, Manolis Koubarakis and Vangelis Karkaletsis. In IEEE BigDataService 2023 - The 9th IEEE International Conference on Big Data Computing Service and Machine Learning Applications. The publication is available here.

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

Ourania Markaki, Aikaterini Papapostolou, Spiros Mouzakitis, Izabela Zrazinska, Urszula Sobek, Thomas Wilczek, Antonis Troumpoukis, Xenia Ziouvelou, Vangelis Karkaletsis, Alexandra Carrasco Szulc, Miriam Garcia, Gabriele Röger, Andrea Micheli, Jaime Alessandro Codagnone, Miguel de Prado, Siobhán O’Neill. In International Conference on Information, Intelligence, Systems and Applications (IISA 2023). The publication is available here.

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

Giulio Weikmann, Daniele Marinelli, Claudia Paris, Senior Member, IEEE, Silke Migdall, Eva Gleisberg, Florian Appel, Heike Bach, Jim Dowling, and Lorenzo Bruzzone, Fellow, IEEE. In IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. The publication is available here.

13. Geospatial Interlinking with JedAI-spatial.

Manolis Koubarakis. In 3rd International Workshop on Cross-lingual Event-centric Open Analytics (CLEOPATRA 2022). Collocated with the Web Conference 2022. April 25, 2022. The publication is available here.

14. Machine Learning Emulation of Gravity Wave Drag in Numerical Weather Forecasting.

Matthew Chantry, Sam Hatfield, Peter Dueben, Inna Polichtchouk, Tim Palmer. In Journal of Advances in Modeling Earth Systems, John Wiley and Sons Inc. July 2021, volume 13, issue 7. The publication is available here.

15. Building Tangent-Linear and Adjoint Models for Data Assimilation With Neural Networks.

Sam Hatfield, Matthew Chantry, Peter Dueben, Philippe Lopez, Alan Geer, Tim Palmer. In Journal of Advances in Modeling Earth Systems, American Geophysical Union (AGU). September 2021, Volume 13, Issue 9. The publication is available here.

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

Alina Ciocarlan, Andrei Stoian. In Remote Sensing. October 2021, Volume 13, Issue 21. The publication is available here.