EGU24-21564, updated on 11 Mar 2024
https://doi.org/10.5194/egusphere-egu24-21564
EGU General Assembly 2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.

A Digital Assistant for Digital Twin Earth

Manolis Koubarakis1, Marco Corsi2, Cristian Leoni2, Giorgio Pasquali2, Chiara Pratola2, Simone Tilia2, Sergios-Anestis Kefalidis1, Konstantinos Plas1, Mariangela Pollali1, Myrto Tsokanaridou1, Jakob Heinrich Hackstein3, Gencer Sümbül3, and Begüm Demir3
Manolis Koubarakis et al.
  • 1National and Kapodistrian University of Athens
  • 2e-GEOS S.p.A., Italy
  • 3Technical University of Berlin

We present an AI-powered digital assistant that includes four search engines for satellite images (search by image, search by caption, visual question answering and knowledge graph question answering) that are orchestrated by a task interpreter in order to answer complex requests of users looking for Earth observation data. The digital assistant will be demonstrated in three use cases: vessel detection, water bodies dynamics and training dataset construction. The digital assistant builds on recent work of the academic project partners on deep learning techniques for satellite images, search engines for satellite images, visual question answering, question answering over knowledge graphs and linked geospatial data, and question answering engines for satellite data archives. This work is funded by the European Space Agency project "DA4DTE: Demonstrator Precursor Digital Assistant Interface For Digital Twin Earth''. The project consortium is led by the Italian company eGEOS, with the National and Kapodistrian University of Athens and the TU Berlin as subcontractors.

How to cite: Koubarakis, M., Corsi, M., Leoni, C., Pasquali, G., Pratola, C., Tilia, S., Kefalidis, S.-A., Plas, K., Pollali, M., Tsokanaridou, M., Hackstein, J. H., Sümbül, G., and Demir, B.: A Digital Assistant for Digital Twin Earth, EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-21564, https://doi.org/10.5194/egusphere-egu24-21564, 2024.