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All papers authored by Ciro Del Negro

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2023 Simona Cariello, Claudia Corradino

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, Federica Torrisi

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, Ciro Del Negro

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Cascading Machine Learning to Monitor Volcanic Thermal Activity Using Orbital Infrared Data: From Detection to Quantitative Evaluation

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Eleonora Amato

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, Claudia Corradino

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, Federica Torrisi

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, Ciro Del Negro

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

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Claudia Corradino

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, Michael S. Ramsey

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, Sophie Pailot-Bonnetat

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, Andrew J. L. Harris

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, Ciro Del Negro

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Detection of Subtle Thermal Anomalies: Deep Learning Applied to the ASTER Global Volcano Dataset

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2022 Federica Torrisi

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, Eleonora Amato

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, Claudia Corradino

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, Salvatore Mangiagli

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, Ciro Del Negro

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

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Claudia Corradino

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, Eleonora Amato

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, Federica Torrisi

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, Ciro Del Negro

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

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2021 Claudia Corradino

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, Eleonora Amato

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, Federica Torrisi

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, Sonia Calvari

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, Ciro Del Negro

ORCID

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

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Claudia Corradino

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, Giuseppe Bilotta, Annalisa Cappello

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, Luigi Fortuna, Ciro Del Negro

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Combining Radar and Optical Satellite Imagery with Machine Learning to Map Lava Flows at Mount Etna and Fogo Island

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2020 Sonia Calvari

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, Federico Di Traglia

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, Gaetana Ganci

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, Flora Giudicepietro, Giovanni Macedonio

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, Annalisa Cappello

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, Teresa Nolesini, Emilio Pecora

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, Giuseppe Bilotta, Veronica Centorrino, Claudia Corradino

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, Nicola Casagli

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, Ciro Del Negro

ORCID

Overflows and Pyroclastic Density Currents in March-April 2020 at Stromboli Volcano Detected by Remote Sensing and Seismic Monitoring Data

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Claudia Corradino

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, Gaetana Ganci

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, Annalisa Cappello

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, Giuseppe Bilotta, Sonia Calvari

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, Ciro Del Negro

ORCID

Recognizing Eruptions of Mount Etna through Machine Learning Using Multiperspective Infrared Images

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Daniele Giordano, James K. Russell

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, Diego González-García

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, Danilo Bersani

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, Donald B. Dingwell, Ciro Del Negro

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Raman Spectroscopy from Laboratory and Proximal to Remote Sensing: A Tool for the Volcanological Sciences

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2019 Claudia Corradino

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, Gaetana Ganci

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, Annalisa Cappello

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, Giuseppe Bilotta, Alexis Hérault, Ciro Del Negro

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Mapping Recent Lava Flows at Mount Etna Using Multispectral Sentinel-2 Images and Machine Learning Techniques

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Claudia Corradino

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, Gaetana Ganci, Giuseppe Bilotta, Annalisa Cappello, Ciro Negro

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, Luigi Fortuna

Smart Decision Support Systems for Volcanic Applications

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