A Machine Learning Based‐Approach to Predict the Water Content of Mid‐Ocean Ridge Basalts

A Machine Learning Based‐Approach to Predict the Water Content of Mid‐Ocean Ridge Basalts

Abstract Water is critical in the evolution of the mantle due to its strong influence on the physicochemical properties of mantle rocks. Mid‐ocean ridge basalts (MORBs) are commonly used to study the compositional characteristics of the convecting upper mantle. However, there remains abundant sample...

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Bibliographic Details
Main Authors: Jingjun Zhou, Jia Liu, Qunke Xia, Cheng Su, Takeshi Kuritani, Eero Hanski
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:Geochemistry, Geophysics, Geosystems
Subjects:
machine learning
MORB
water
Online Access:https://doi.org/10.1029/2023GC010984

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