All Stories

  1. The application of “transfer learning” in optical microscopy: The petrographic classification of opaque minerals
  2. Enhancing machine learning thermobarometry for clinopyroxene-bearing magmas
  3. Interdiffusion of major elements at 1 atmosphere between natural shoshonitic and rhyolitic melts
  4. Automatic CRISM mapping and spectral parameter generation using undercomplete autoencoders
  5. Building analogs in the lab: spectral characterization of a synthetic Nakhlite.
  6. Dimensionality reduction on MIR spectra of powdered silicate glasses as analogues for volcanic ashes
  7. Transtension or transpression? Tectono-metamorphic constraints on the formation of the Monte Grighini dome (Sardinia, Italy) and implications for the Southern European Variscan belt
  8. Machine Learning in Petrology: State-of-the-Art and Future Perspectives
  9. Spectral characterization of lab-made Nakhlitic rock powders: effects of crystal/glass ratio and acquisition geometry.
  10. Machine Learning in Igneous Petrology and Volcanology: State-of-the-Art and Perspectives
  11. Proximal tephra characterization in Northern Victoria Land, Antarctica: Insights into eruptive history and future implications
  12. The mildly explosive to caldera-forming transition at Colli Albani volcano 
  13. Textures and chemistry of crystal cargo of The Pleiades Volcanic Field, Antarctica: potential influence of ice load in modulating the plumbing system
  14. The role of mixing and crystallization in the differentiation of magmatic systems
  15. Machine Learning in Petrology: State-of-the-Art and Future Perspectives
  16. The blue road: Provenance study of azurite samples from historical locations through the analysis of minor and trace elements
  17. Carbon dioxide, methane and heat emissions of the Monterotondo Marittimo and Sasso Pisano geothermal areas (Tuscany, Italy) 
  18. Evolution of a plumbing system under the influence of variable ice load - The Pleiades volcanic complex, Antarctica
  19. Open-source Python3 tools for Thermobarometry: Revealing the good, the bad and the ugly of determining P-T-X conditions in igneous systems
  20. Pre-eruptive dynamics at the Campi Flegrei Caldera: from evidence of magma mixing to timescales estimates
  21. Statistically coherent approach involving log-ratio transformation of geochemical data enabled tephra correlations of two late Pleistocene tephra from the eastern Adriatic shelf
  22. Geochemical Studies of Detrital Zircon Grains from the River Banks and Beach Placers of Coastal Odisha, India
  23. Trace Elements in Chromian Spinels from Four Siberian Kimberlites
  24. Thermobar: An open-source Python3 tool for thermobarometry and hygrometry
  25. The Fucino 250–170 ka tephra record: New insights on peri-Tyrrhenian explosive volcanism, central mediterranean tephrochronology, and timing of the MIS 8-6 climate variability
  26. Experimental investigation of trace element partitioning between amphibole and alkali basaltic melt: towards a more general partitioning model with implications for amphibole fractionation at deep crustal levels
  27. Basaltic Plinian eruptions at Las Sierras-Masaya volcano driven by cool storage of crystal-rich magmas
  28. Thermobar: An Open-Source Python3 Tool for Thermobarometry and Hygrometry
  29. Open-System Behaviour at the Campi Flegrei Caldera: from Evidence of Magma Mixing to pre-Eruptive Timescales
  30. Experimental petrology and spectroscopy: building analogue samples in laboratory for planetary exploration
  31. Magma Mixing in Igneous Systems 
  32. A machine learning based approach to clinopyroxene thermobarometry: model optimisation and distribution for use in Earth Sciences
  33. The Achievements of the RockStar Group (Perugia) on Astrophysical Modelling and Pallasite Geochemistry
  34. Magmatic Processes at Euganean Hills (Veneto Volcanic Province, Italy): Clinopyroxene Investigation to Unravel Magmatic Interactions
  35. The Österplana Fossil Meteorites and… What Else? Terrestrial Cr-Spinels and Zircons in the Ordovician Limestones of the Thorsberg Quarry (Sweden)
  36. A machine learning based approach to clinopyroxene thermobarometry: model optimisation and distribution for use in Earth Sciences
  37. Tephrochronology and Provenance of an Early Pleistocene (Calabrian) Tephra From IODP Expedition 374 Site U1524, Ross Sea (Antarctica)
  38. A machine learning based approach to clinopyroxene thermobarometry: model optimisation and distribution for use in Earth Sciences
  39. Coupling GIS and Machine Learning for the quantitative assessment of geomorphodiversity
  40. Crystal zoning patterns: competition between crystal growth and elements diffusion
  41. The zircon proxy in tephrostratigraphy and magma evolution studies. Fingerprinting Miocene silicic pyroclastic rocks in the Pannonian Basin and its surroundins.
  42. Trace element partition coefficients and petrogenesis of the 154 ka dacitic Haramul Mic lava dome (Ciomadul, Romania)
  43. Trace Element Conundrum of Natural Quasicrystals
  44. Effect of fO2 on Eu partitioning between clinopyroxene, orthopyroxene and basaltic melt: Development of a Eu3+/Eu2+ oxybarometer
  45. Machine Learning Thermo‐Barometry: Application to Clinopyroxene‐Bearing Magmas
  46. Evidence for an unknown explosive eruption of Mt. Etna volcano (Italy) during the Late Glacial
  47. Holocene tephra record of Lake Veliko jezero, Croatia: implications for the central Mediterranean tephrostratigraphy and sea level rise
  48. Analysis of Experimentally Zoned Crystals to Investigate The Thermo-Chemical Evolution of Magma Reservoirs
  49. The ’Little’ Fish Canyon Tuff in Romania: Rejuvenation of granodioritic crystal mush resulting in homogeneous dacite recorded by the Haramul Mic lava dome (Ciomadul)
  50. The role of basaltic magma in the petrogenesis of the Late Pleistocene Ciomadul dacite, Romania
  51. Understanding basaltic Plinian activity at Masaya caldera, Nicaragua
  52. Unravelling pre-eruptive P-T conditions by machine learning
  53. A Data Driven Approach to Investigate the Chemical Variability of Clinopyroxenes From the 2014–2015 Holuhraun–Bárdarbunga Eruption (Iceland)
  54. Gradual and selective trace-element enrichment in slab-released fluids at sub-arc depths
  55. HFSE‐REE Transfer Mechanisms During Metasomatism of a Late Miocene Peraluminous Granite Intruding a Carbonate Host (Campiglia Marittima, Tuscany)
  56. MgAl 2 O 4 spinels from Allende and NWA 763 carbonaceous chondrites: Structural refinement, cooling history, and trace element contents
  57. Interdiffusion of major elements at 1 atmosphere between natural shoshonitic and rhyolitic melts
  58. A comparison between the sub-continental lithospheric mantle of Libya, Morocco and Cameroon: Evidences from structural data and trace element of mantle xenolith Cr-diopsides
  59. First marine cryptotephra in Antarctica found in sediments of the western Ross Sea correlates with englacial tephras and climate records
  60. The San Gregorio Magno lacustrine basin (Campania, southern Italy): improved characterization of the tephrostratigraphic markers based on trace elements and isotopic data
  61. Vitrification treatment of municipal solid waste bottom ash
  62. The unexpected explosive sub-Plinian eruption of Calbuco volcano (22–23 April 2015; southern Chile): Triggering mechanism implications
  63. New insights into mineralogy and geochemistry of allanite-bearing Mediterranean coastal sands from Northern Greece
  64. Pre-eruptive conditions and triggering mechanism of the ~ 16 ka Santa Bárbara explosive eruption of Sete Cidades Volcano (São Miguel, Azores)
  65. Large expert-curated database for benchmarking document
  66. Olivine major and trace element compositions coupled with spinel chemistry to unravel the magmatic systems feeding monogenetic basaltic volcanoes
  67. Deciphering textural and chemical zoning of K-feldspar megacrysts from Mt. Amiata Volcano (Southern Tuscany, Italy): Insights into the petrogenesis and abnormal crystal growth
  68. Discovery of moissanite in a peralkaline syenite from the Azores Islands
  69. Role of magma mixing in the pre-eruptive dynamics of the Aeolian Islands volcanoes (Southern Tyrrhenian Sea, Italy)
  70. Evidence of Permian magmatism in the Alpi Apuane metamorphic complex (Northern Apennines, Italy): New hints for the geological evolution of the basement of the Adria plate
  71. Tracking plumbing system dynamics at the Campi Flegrei caldera, Italy: High-resolution trace element mapping of the Astroni crystal cargo
  72. Late Glacial-Holocene tephra from southern Patagonia and Tierra del Fuego (Argentina, Chile): A complete textural and geochemical fingerprinting for distal correlations in the Southern Hemisphere
  73. The effect of diffusive re-equilibration time on trace element partitioning between alkali feldspar and trachytic melts
  74. Diffusive exchange of trace elements between alkaline melts: Implications for element fractionation and timescale estimations during magma mixing
  75. Determination of changes in the concentration and distribution of elements within olive drupes (cv. Leccino) from Se biofortified plants, using laser ablation inductively coupled plasma mass spectrometry
  76. Timescales of water accumulation in magmas and implications for short warning times of explosive eruptions
  77. Tephra and cryptotephra in a ~ 60,000-year-old lacustrine sequence from the Fucino Basin: new insights into the major explosive events in Italy
  78. Sulfur and REE zoning in apatite: the example of the Colli Albani magmatic system
  79. The characterization of natural gemstones using non-invasive FT-IR spectroscopy: New data on tourmalines
  80. s-Processing from MHD-induced mixing and isotopic abundances in presolar SiC grains
  81. Enhancement of eruption explosivity by heterogeneous bubble nucleation triggered by magma mingling
  82. Chemical and mineralogical characterization of the Mineo (Sicily, Italy) pallasite: A unique sample
  83. Titanite-bearing calc-silicate rocks constrain timing, duration and magnitude of metamorphic CO 2 degassing in the Himalayan belt
  84. Water-enhanced interdiffusion of major elements between natural shoshonite and high-K rhyolite melts
  85. Exponential decay of concentration variance during magma mixing: Robustness of a volcanic chronometer and implications for the homogenization of chemical heterogeneities in magmatic systems
  86. Experimental constraints on the rheology, eruption, and emplacement dynamics of analog lavas comparable to Mercury's northern volcanic plains
  87. High-resolution geochemistry of volcanic ash highlights complex magma dynamics during the Eyjafjallajökull 2010 eruption
  88. Combining machine learning techniques, microanalyses and large geochemical datasets for tephrochronological studies in complex volcanic areas: New age constraints for the Pleistocene magmatism of central Italy
  89. Restitic or not? Insights from trace element content and crystal — Structure of spinels in African mantle xenoliths
  90. New proximal tephras at Somma-Vesuvius: evidences of a pre-caldera, large (?) explosive eruption
  91. Combined Sr-Nd isotopic and geochemical fingerprinting as a tool for identifying tephra layers: Application to deep-sea cores from Eastern Mediterranean Sea
  92. Solving petrological problems through machine learning: the study case of tectonic discrimination using geochemical and isotopic data
  93. High spatial resolution trace element determination of geological samples by laser ablation quadrupole plasma mass spectrometry: implications for glass analysis in volcanic products
  94. Effects of the s-process on Fe-group elements in meteorites
  95. Effects of chaotic advection on the timescales of cooling and crystallization of magma bodies at mid crustal levels
  96. Dynamics and time evolution of a shallow plumbing system: The 1739 and 1888–90 eruptions, Vulcano Island, Italy
  97. Quantifying magma mixing with the Shannon entropy: Application to simulations and experiments
  98. High-temperature apparatus for chaotic mixing of natural silicate melts
  99. Concentration variance decay during magma mixing: a volcanic chronometer
  100. Time–space focused intrusion of genetically unrelated arc magmas in the early Paleozoic Ross–Delamerian Orogen (Morozumi Range, Antarctica)
  101. Cooling of a Magmatic System Under Thermal Chaotic Mixing
  102. Transition to chaos and implications for time-scales of magma hybridization during mixing processes in magma chambers
  103. Chlorine-rich metasomatic H2O–CO2 fluids in amphibole-bearing peridotites from Injibara (Lake Tana region, Ethiopian plateau): Nature and evolution of volatiles in the mantle of a region of continental flood basalts
  104. Time-scales of recent Phlegrean Fields eruptions inferred from the application of a ‘diffusive fractionation’ model of trace elements
  105. Metasomatism of continental crust during subduction: the UHP whiteschists from the Southern Dora-Maira Massif (Italian Western Alps)
  106. Accretion of juvenile crust at the Early Palaeozoic Antarctic margin of Gondwana: geochemical and geochronological evidence from granulite xenoliths
  107. Constraining the recent plumbing system of Vulcano (Aeolian Arc, Italy) by textural, petrological, and fractal analysis: The 1739 A.D. Pietre Cotte lava flow
  108. Trace element mobility during magma mixing: Preliminary experimental results
  109. Origin and evolution of the Pleistocene magmatism of Linosa Island (Sicily Channel, Italy)
  110. Micro-Analytical Zircon and Monazite U-Pb Isotope Dating by Laser Ablation-Inductively Coupled Plasma-Quadrupole Mass Spectrometry
  111. Combined cathodoluminescence spectroscopy, electron microprobe and laser ablation ICP mass spectrometry analysis: an attempt to correlate luminescence and chemical composition of monazite
  112. Application of High Spatial Resolution Laser Ablation ICP-MS to Crystal-Melt Trace Element Partition Coefficient Determination
  113. Graphite electrode lithium tetraborate fusion for trace element determination in bulk geological samples by laser ablation ICP-MS
  114. A virtual voyage through 3D structures generated by chaotic mixing of magmas and numerical simulations: a new approach for understanding spatial and temporal complexity of magma dynamics
  115. Influence of landscape morphology and vegetation cover on the sampling of mixed plutonic bodies
  116. Analysis of concentration patterns in volcanic rocks: Insights into dynamics of highly explosive volcanic eruptions
  117. Micro-PIXE Analysis of Monazite from the Dora Maira Massif, Western Italian Alps
  118. Diffusive fractionation of trace elements by chaotic mixing of magmas
  119. Time-scales of hybridisation of magmatic enclaves in regular and chaotic flow fields: petrologic and volcanologic implications
  120. PetroGraph: A new software to visualize, model, and present geochemical data in igneous petrology
  121. Kinematic significance of morphological structures generated by mixing of magmas: a case study from Salina Island (southern Italy)
  122. Determination of travertine provenance from ancient buildings using self-organizing maps and fuzzy logic