Search Results - "Ueki, Kenta"
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Geochemical differentiation processes for arc magma of the Sengan volcanic cluster, Northeastern Japan, constrained from principal component analysis
Published in Lithos (01-10-2017)“…In this study, with a view of understanding the structure of high-dimensional geochemical data and discussing the chemical processes at work in the evolution…”
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2
An Introduction to SGTPPR: Sparse Geochemical Tectono‐Magmatic Setting Probabilistic MembershiP DiscriminatoR
Published in Geochemistry, geophysics, geosystems : G3 (01-02-2024)“…We present a new and easy‐to‐use geochemical tectono‐magmatic setting discriminator to calculate the probability of membership (the Sparse Geochemical…”
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3
Geochemical Discrimination of Monazite Source Rock Based on Machine Learning Techniques and Multinomial Logistic Regression Analysis
Published in Geosciences (Basel) (01-02-2020)“…Detrital monazite geochronology has been used in provenance studies. However, there are complexities in the interpretation of age spectra due to their wide…”
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Sparse isocon analysis: A data-driven approach for material transfer estimation
Published in Chemical geology (20-01-2020)“…Isocon analysis has been widely applied to various geoscientific problems as a simple standard tool for quantitative estimation of material transfer. Despite…”
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Regression analysis and variable selection to determine the key subduction-zone parameters that determine the maximum earthquake magnitude
Published in Earth, planets, and space (01-12-2023)“…Large variations in the maximum earthquake magnitude ( M max ) have been observed among the world’s subduction zones. There is still no universal relationship…”
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Oxidation during magma mixing recorded by symplectites at Kusatsu–Shirane Volcano, Central Japan
Published in Earth, planets, and space (13-05-2020)“…Kusatsu–Shirane Volcano is an active Quaternary andesitic-to-dacitic volcano located in the Central Japan Arc. We conducted a detailed petrological…”
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Extracting the geochemical characteristics of magmas in different global tectono-magmatic settings using sparse modeling
Published in Frontiers in earth science (Lausanne) (07-10-2022)“…In this study, key geochemical features of magmas formed in eight different tectono-magmatic settings (mid-ocean ridges, oceanic islands, oceanic plateaus,…”
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Quantitative logging data clustering with hidden Markov model to assist log unit classification
Published in Earth, planets, and space (13-06-2022)“…Revealing subsurface structures is a fundamental task in geophysical and geological studies. Logging data are usually acquired through drilling projects, which…”
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Two-stages of plume tail volcanism formed Ojin Rise Seamounts adjoining Shatsky Rise
Published in Lithos (01-11-2020)“…Many groups or chains of seamounts border, or are associated with, oceanic plateaus but their origin and relationship with plateau volcanism are debated. An…”
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Evolution of magma supply system beneath a submarine lava dome after the 7.3-ka caldera-forming Kikai-Akahoya eruption
Published in Journal of volcanology and geothermal research (01-02-2023)“…Kikai caldera in SW Japan, which is a submarine volcano, has undergone repeated caldera-forming eruptions. After the 7.3-ka caldera-forming Kika-Akahoya…”
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11
Genesis of ultra-high-Ni olivine in high-Mg andesite lava triggered by seamount subduction
Published in Scientific reports (14-09-2017)“…The Kamchatka Peninsula is a prominent and wide volcanic arc located near the northern edge of the Pacific Plate. It has highly active volcanic chains and…”
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Subduction-zone parameters that control slab behavior at the 660-km discontinuity revealed by logistic regression analysis and model selection
Published in Frontiers in earth science (Lausanne) (26-10-2022)“…The potential mechanisms that drive the behavior of subducted oceanic plates at the 660-km discontinuity are subject to debate. Here we conduct logistic…”
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Simultaneous Analysis of Seismic Velocity and Electrical Conductivity in the Crust and the Uppermost Mantle: A Forward Model and Inversion Test Based on Grid Search
Published in Journal of geophysical research. Solid earth (01-09-2021)“…This study presents a forward model to quantify the P‐wave velocity (VP), S‐wave velocity (VS), and electrical conductivity (σ) of the solid‐liquid mixtures…”
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14
Numerical data of probabilistic 3D lithological map of Japanese crust
Published in Data in brief (01-10-2019)“…The 3D lithological distribution model presented in this data article is related to “Stochastic modeling of 3-D compositional distribution in the crust with…”
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15
Thermodynamic modeling of hydrous-melt–olivine equilibrium using exhaustive variable selection
Published in Physics of the earth and planetary interiors (01-03-2020)“…Water in silicate melt influences the phase relations of a hydrous-melt system. Given the importance of water in silicate melts, a quantitative thermodynamic…”
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16
Identifying volatile mantle trend with the water–fluorine–cerium systematics of basaltic glass
Published in Chemical geology (20-09-2019)“…The lithophile elements and isotopic compositions of oceanic basalts suggest they derive from different mantle components. We present new analytical results of…”
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Geochemical discrimination and characteristics of magmatic tectonic settings; a machine learning-based approach
Published 04-04-2018“…Geochemically discriminating between magmatism in different tectonic settings remains a fundamental part of understanding the processes of magma generation…”
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Ocean Bottom Detector: frontier of technology for understanding the mantle by geoneutrinos
Published in 2023 IEEE Underwater Technology (UT) (06-03-2023)“…Anti-neutrinos emitted from radioactive isotopes inside the Earth, geoneutrinos, bring unique and direct information on the Earth's composition and yield…”
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Conference Proceeding -
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Stochastic Modeling of 3-D Compositional Distribution in the Crust with Bayesian Inference and Application to Geoneutrino Observation in Japan
Published 05-01-2019“…Geoneutrino observations, first achieved by KamLAND in 2005 and followed by Borexino in 2010, have accumulated statistics and improved sensitivity for more…”
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