Alessandro Musu
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View article: The interaction of crystalline and amorphous phases in the determination of VNIR and MIR spectral signatures: insights from the PVRG rock spectra database
The interaction of crystalline and amorphous phases in the determination of VNIR and MIR spectral signatures: insights from the PVRG rock spectra database Open
Magmatism and volcanism are key processes that shaped the surface of rocky planets in the Solar System, and understanding how magmatism occurred on these planets is essential to reconstruct their geological histories. It is very likely tha…
View article: Spectroscopy (VNIR-MIR) of lab-made silicate glasses as analogues for volcaniclastic materials on Mercury: insights on chemical composition and grain size
Spectroscopy (VNIR-MIR) of lab-made silicate glasses as analogues for volcaniclastic materials on Mercury: insights on chemical composition and grain size Open
Introduction: Volcanic and magmatic processes shaped the surfaces and contributed to the mineral diversity of Mercury. Beyond the ubiquitous presence of effusive products (smooth plains) explosive volcanism is suggested by the presence of …
View article: Fe-rich filamentary textures reveal timescales of magmatic interaction before the onset of high-energy explosive events at basaltic volcanoes
Fe-rich filamentary textures reveal timescales of magmatic interaction before the onset of high-energy explosive events at basaltic volcanoes Open
Fe-rich filamentary textures are almost ubiquitous in products from explosive eruptions at basaltic volcanoes and, in particular, they characterize the groundmass of ash and lapilli emitted during high-energy events. Here, we present a mul…
View article: Spectral characterization of lab-made silicate glasses as analogues for Mercury: influence of grain size and chemical composition.
Spectral characterization of lab-made silicate glasses as analogues for Mercury: influence of grain size and chemical composition. Open
Volcanic and magmatic processes have played a significant role in shaping Mercury’s surface and contributing to its mineral diversity. Areas such as smooth plains, which cover 27% of the planet, are thought to have formed from effusi…
View article: Orange-Volcanoes: Enhancing Data-Driven Petro-Volcanological Analysis with Applications in Petrological Volcano Monitoring
Orange-Volcanoes: Enhancing Data-Driven Petro-Volcanological Analysis with Applications in Petrological Volcano Monitoring Open
We introduce Orange-Volcanoes, an add-on for the open-source Orange Data Mining platform, designed to enhance data-driven workflows in petrology, geochemistry, and volcanology. Orange-Volcanoes extends the core features of Orange by incorp…
View article: Machine Learning Thermo-Chemo-Barometry: Can we rely on AI models? Repository
Machine Learning Thermo-Chemo-Barometry: Can we rely on AI models? Repository Open
Clinopyroxene Clinopyroxene Thermo-Chemo-Barometry models submitted to Computers & Geosciences journal This is the Ágreda-López et al (2023) clinopyroxene Thermo-Chemo-Barometers. The general workflow goes like this: 1. you will find five …
View article: Texturally constrained machine learning thermobarometry and chemometry of the Cumbre Vieja 2021 eruption, La Palma
Texturally constrained machine learning thermobarometry and chemometry of the Cumbre Vieja 2021 eruption, La Palma Open
<p>Magma has a dynamic and often-complex journey from source to surface, the record of which is largely encoded in the chemistry of minerals. Its storage conditions prior to eruption and modifications during ascent can influence erup…