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Big Earth Data Volume 3, 2019 - Issue 1: New Progress in Big Earth Data
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Research Articles

New discrimination diagrams for basalts based on big data research

Qi ZhangInstitute of Geology and Geophysics, Chinese Academy of Science, Beijing, ChinaCorrespondence[email protected]
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Weidong SunCenter of Deep Sea Research, Institute of Oceanography, Chinese Academy of Sciences, Qingdao, China;Laboratory for Marine Mineral Resources, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China;CAS Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy of Sciences, Beijing, ChinaView further author information
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Yong ZhaoInstitute of Geology and Geophysics, Chinese Academy of Science, Beijing, ChinaView further author information
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Fanglin YuanState Key Laboratory of Continental Dynamics, Department of Geology, Northwest University, Xi’an, ChinaView further author information
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Shoutao JiaoSchool of Earth Sciences and Engineering, SUN YAT-SEN University, Guangzhou, ChinaView further author information
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Wanfeng ChenKey Laboratory of Mineral Resources in Western China (Gansu Province), School of Earth Sciences, Lanzhou University, Lanzhou, ChinaORCID Iconhttps://orcid.org/0000-0002-5528-0105View further author information
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Pages 45-55 | Received 14 Nov 2018, Accepted 24 Jan 2019, Published online: 25 Apr 2019

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Read on this site (2)

Kentaro Nakamura. (2023) Practical applications and limitations of basalt discrimination diagrams. Big Earth Data 0:0, pages 1-13.
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Ren Peng, Guishan Zhang, Zhi-Qi Zhao & Qiankun Meng. (2023) Geochronology, geochemistry, and Sr–Nd isotopes of Permian dike swarms in the Beishan orogenic belt, southernmost Central Asian Orogenic Belt: Petrogenesis and implications for geodynamic setting. International Geology Review 0:0, pages 1-19.
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Shoraisam Khogenkumar, Nisha Nair & Dhananjai Kumar Pandey. (2022) Off-sequence plume magmatism near Ninetyeast Ridge in the Indian Ocean: evidence for extensive lateral flow of the Kerguelen plume. Journal of the Geological Society 179:6.
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Heng-Ci Tian, Fang-Zhen Teng, Xin-Yang Chen, Zi-Xiao Guo, Xiao-Tong Peng, Wei Yang & Yi-Lin Xiao. (2022) Multi-mode chemical exchange in seafloor alteration revealed by lithium and potassium isotopes. Chemical Geology 606, pages 121004.
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Satoshi Matsuno, Masaoki Uno, Atsushi Okamoto & Noriyoshi Tsuchiya. (2022) Machine-learning techniques for quantifying the protolith composition and mass transfer history of metabasalt. Scientific Reports 12:1.
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Rupashree Saha, Dewashish Upadhyay & Biswajit Mishra. (2021) Discriminating Tectonic Setting of Igneous Rocks Using Biotite Major Element chemistry−A Machine Learning Approach. Geochemistry, Geophysics, Geosystems 22:11.
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Athanasios G. Ouzounis & George A. Papakostas. (2021) Machine Learning in Discriminating Active Volcanoes of the Hellenic Volcanic Arc. Applied Sciences 11:18, pages 8318.
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A. Pignatelli & M. Piochi. (2021) Machine learning applied to rock geochemistry for predictive outcomes: The Neapolitan volcanic history case. Journal of Volcanology and Geothermal Research 415, pages 107254.
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Richen Zhong, Yi Deng & Chang Yu. (2021) Multi-layer perceptron-based tectonic discrimination of basaltic rocks and an application on the Paleoproterozoic Xiong'er volcanic province in the North China Craton. Computers & Geosciences 149, pages 104717.
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Allan H. Treiman, Justin Filiberto & Edgard G. Rivera-Valentín. (2020) How Good is “Good Enough?” Major Element Chemical Analyses of Planetary Basalts by Spacecraft Instruments. The Planetary Science Journal 1:3, pages 65.
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