Growth and analysis of experimentally zoned crystals
Abstract:
We grow chemical zoned minerals at the Petro-Volcanology Research Group of the University of Perugia, using tephra from 2002-03 Mt. Etna eruption as starting material. The zonation in minerals is been forced inside a high-temperature furnace by oscillating the temperature under three different conditions: static conditions, using a controlled deformation gradient (concentric cylinder apparatus) and using a chaotic mixing regime (Chaotic Magma Mixing Device – CMMD).
We collect major and trace elements distribution maps on a large number of crystals using Electron Probe Micro Analyzer (EPMA) and Laser Ablation Inductively Coupled Plasma Mass Spectrometry (LA-ICP-MS), respectively. The data will be analysed using a series of custom-built machine learning algorithms to disentangle patterns related to variations of the thermodynamic conditions of crystal growth from those produced by the competition between diffusion and growth. Backscattered Electron (BSE) images of the sample will be also analysed for Crystal Size Distribution (CSD) using a Radom Cut correction. The aim of this project is to provide experiments that will help deciphering the chemical signals recorded in magmatic minerals.