Back to Search Start Over

A Geospatial Artificial Intelligence and satellite-based earth observation cognitive system in response to COVID-19

Authors :
Sofiane Atek
Cristiano Pesaresi
Marco Eugeni
Corrado De Vito
Vincenzo Cardinale
Massimo Mecella
Antonello Rescio
Luca Petronzio
Aldo Vincenzi
Pasquale Pistillo
Filippo Bianchini
Gianfranco Giusto
Giorgio Pasquali
Paolo Gaudenzi
Source :
Acta astronautica. 197
Publication Year :
2022

Abstract

The pandemic emergency caused by the spread of COVID-19 has stressed the importance of promptly identifying new epidemic clusters and patterns, to ensure the implementation of local risk containment measures and provide the needed healthcare to the population. In this framework, artificial intelligence, GIS, geospatial analysis and space assets can play a crucial role. Social media analytics can be used to trigger Earth Observation (EO) satellite acquisitions over potential new areas of human aggregation. Similarly, EO satellites can be used jointly with social media analytics to systematically monitor well-known areas of aggregation (green urban areas, public markets, etc.). The information that can be obtained from the Earth Cognitive System 4 COVID-19 (ECO4CO) are both predictive, aiming to identify possible new clusters of outbreaks, and at the same time supervisorial, by monitoring infrastructures (i.e. traffic jams, parking lots) or specific categories (i.e. teenagers, doctors, teachers, etc.). In this perspective, the technologies described in this paper will allow us to detect critical areas where individuals can be involved in risky aggregation clusters. The ECO4CO data lake will be integrated with ad hoc data obtained by health care structures to understand trends and dynamics, to assess criticalities with respect to medical response and supplies, and to test possibilities useful to tackle potential future emergencies. The System will also provide geographical information on the spread of the infection which will allow an appropriate context-specific public health response to the epidemic. This project has been co-funded by the European Space Agency under its Business Applications programme.

Details

ISSN :
00945765
Volume :
197
Database :
OpenAIRE
Journal :
Acta astronautica
Accession number :
edsair.doi.dedup.....12d3138ffd6f8f0cbc387b482a37776e