Publications

SPECIAL ISSUE: Artificial intelligence for Volcanology
Amato E., Branca S., Buscarino A., Cariello S., Corradino C., Di Bella G. S., Fortuna L., La Spina G., Malaguti A B, Torrisi F., Zago V., Del Negro C. Annals of Geophysics (2025)

V-STAR: A Cloud-Based Tool for Satellite Detection and Mapping of Volcanic Thermal Anomalies
Cariello S., Malaguti A B, Corradino C., Del Negro C. GeoHazards (2025)

Monitoring Earth's atmosphere with Sentinel-5 TROPOMI and Artificial Intelligence: Quantifying volcanic SO2 emissions
Corradino C., Jouve P., La Spina A., Del Negro C. Remote Sensing of Environment (2024)

Machine Learning Insights into the Last 400 Years of Etna Lateral Eruptions from Historical Volcanological Data
Malaguti A B., Corradino C., La Spina A., Branca S., Del Negro C. Geosciences (2024)

How artificial intelligence can enhance monitoring of volcanoes from space
Cariello S., Corradino C., Del Negro C. Il Nuovo Cimento (2024)

Advancing Volcanic Activity Monitoring: A Near-Real-Time Approach with Remote Sensing Data Fusion for Radiative Power Estimation
Di Bella G. S., Corradino C., Cariello S., Torrisi F., Del Negro C. Remote Sensing (2024)

Quantitative Assessment of Volcanic Thermal Activity from Space Using an Isolation Forest Machine Learning Algorithm
Corradino C., Malaguti A B., Ramsey M S., Del Negro C. Remote Sensing (2024)

A physically consistent AI-based SPH emulator for computational fluid dynamics
Amato E., Zago V., Del Negro C. Nonlinear Engineering (2024)

Enhancing detection of volcanic ash clouds from space with convolutional neural networks
Torrisi F., Corradino C., Cariello S., Del Negro C. Journal of Volcanology and Geothermal Research (2024)

Cascading Machine Learning to Monitor Volcanic Thermal Activity Using Orbital Infrared Data: From Detection to Quantitative Evaluation
Cariello S., Corradino C., Torrisi F., Del Negro C. Remote Sensing (2024)

Spectral analysis of lava flows: temporal and physicochemical effects
Amato, E., Corradino, C., Torrisi, F., and Del Negro, C. Il Nuovo Cimento 46 C. (2023)

A Deep Convolutional Neural Network for Detecting Volcanic Thermal Anomalies from Satellite Images
Amato, E., Corradino, C., Torrisi, F., and Del Negro, C. Remote Sensing, 15(15), 3718 (2023)

Characterization of Volcanic Cloud Components Using Machine Learning Techniques and SEVIRI Infrared Images
Torrisi, F., Amato, E., Corradino, C., Mangiagli, S., & Del Negro, C Sensors, 22(20), 7712(2022)

The FastVRP automatic platform for the thermal monitoring of volcanic activity using VIIRS and SLSTR sensors
Torrisi, F., Amato, E., Corradino, C., & Del Negro, C. ANNALS OF GEOPHYSICS, 65(6) (2022)

Automatic detection of volcanic ash clouds using MSG-SEVIRI satellite data and machine learning techniques
Torrisi, F. Il nuovo cimento C, 45(4), 1-10. (2022)

Mapping lava flows at Etna Volcano using Google Earth Engine, open-access satellite data, and machine learning.
Amato, E., Corradino, C., Torrisi, F., and Del Negro, C. 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), pp. 1-6 (2021)