Geochemistry of silicate and oxide inclusions in sublithospheric diamonds
MJ Walter, AR Thomson… - Reviews in Mineralogy …, 2022 - pubs.geoscienceworld.org
Minerals included in diamonds provide direct information about the petrologic and chemical
environment of diamond crystallization. They record information relating to local and …
environment of diamond crystallization. They record information relating to local and …
Pressure and temperature data for diamonds
P Nimis - Reviews in Mineralogy and Geochemistry, 2022 - pubs.geoscienceworld.org
One of the key scientific questions about diamonds is “how are they formed?” To answer this
question, we need to know the diamond-forming reactions and the physicochemical …
question, we need to know the diamond-forming reactions and the physicochemical …
Machine learning thermobarometry for biotite‐bearing magmas
X Li, C Zhang - Journal of Geophysical Research: Solid Earth, 2022 - Wiley Online Library
Biotite (sensu lato) is a widespread rock‐forming mineral in magmatic rocks that can be
stable in a broad range of pressure and temperature, but appropriate biotite thermometers or …
stable in a broad range of pressure and temperature, but appropriate biotite thermometers or …
Machine Learning Developments and Applications in Solid‐Earth Geosciences: Fad or Future?
After decades of low but continuing activity, applications of machine learning (ML) in solid
Earth geoscience have exploded in popularity. This special collection provides a snapshot …
Earth geoscience have exploded in popularity. This special collection provides a snapshot …
Sublithospheric diamond ages and the supercontinent cycle
Subduction related to the ancient supercontinent cycle is poorly constrained by mantle
samples. Sublithospheric diamond crystallization records the release of melts from …
samples. Sublithospheric diamond crystallization records the release of melts from …
Slab transport of fluids to deep focus earthquake depths—thermal modeling constraints and evidence from diamonds
The nature and cause of deep earthquakes remain enduring unknowns in the field of
seismology. We present new models of thermal structures of subducted slabs traced to …
seismology. We present new models of thermal structures of subducted slabs traced to …
Petrogenesis and geodynamic significance of xenolithic eclogites
Kimberlite-borne xenolithic eclogites, typically occurring in or near cratons, have long been
recognized as remnants of Precambrian subducted oceanic crust that have undergone …
recognized as remnants of Precambrian subducted oceanic crust that have undergone …
Sublithospheric Diamonds: Plate Tectonics from Earth's Deepest Mantle Samples
Sublithospheric diamonds and the inclusions they may carry crystallize in the
asthenosphere, transition zone, or uppermost lower mantle (from 300 to∼ 800 km), and are …
asthenosphere, transition zone, or uppermost lower mantle (from 300 to∼ 800 km), and are …
Garnet major-element composition as an indicator of host-rock type: a machine learning approach using the random forest classifier
J Schönig, H von Eynatten… - … to Mineralogy and …, 2021 - Springer
The major-element chemical composition of garnet provides valuable petrogenetic
information, particularly in metamorphic rocks. When facing detrital garnet, information about …
information, particularly in metamorphic rocks. When facing detrital garnet, information about …
Machine learning investigation of clinopyroxene compositions to evaluate and predict mantle metasomatism worldwide
Clinopyroxene major and trace element compositions document their physicochemical
evolution and have been widely used to detect mantle metasomatism. Classical methods …
evolution and have been widely used to detect mantle metasomatism. Classical methods …