Federica Torrisi

Multi-parametric study of an eruptive phase comprising unrest, major explosions, crater failure, pyroclastic density currents and lava flows: Stromboli volcano, 1 December 2020–30 June 2021

Sonia Calvari, Federico Di Traglia, Gaetana Ganci et al. · Frontiers in Earth Science · 2022 · 22 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +16

Data-Driven Random Forest Models for Detecting Volcanic Hot Spots in Sentinel-2 MSI Images

Claudia Corradino, Eleonora Amato, Federica Torrisi et al. · Remote Sensing · 2022 · 21 citations · Full text

Natural Sciences, Earth Sciences, Geoinformatics +17

Characterization of Volcanic Cloud Components Using Machine Learning Techniques and SEVIRI Infrared Images

Federica Torrisi, Eleonora Amato, Claudia Corradino et al. · Sensors · 2022 · 20 citations · Full text

Natural Sciences, Computer Science, Earth Sciences +17

A Deep Convolutional Neural Network for Detecting Volcanic Thermal Anomalies from Satellite Images

Eleonora Amato, Claudia Corradino, Federica Torrisi et al. · Remote Sensing · 2023 · 18 citations · Full text

Computing, Computer Science, Earth Sciences +17

Classifying Major Explosions and Paroxysms at Stromboli Volcano (Italy) from Space

Claudia Corradino, Eleonora Amato, Federica Torrisi et al. · Remote Sensing · 2021 · 17 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +17