The deficiencies and possible solutions of TAS classification in the context of big data

ZHANG Qi; GE Can; JIAO Shoutao; YUAN Feng; ZHANG Mingming; LIU Huiyun

Geological Bulletin of China > 2019 > 38(12): 1943-1954.

ZHANG Qi, GE Can, JIAO Shoutao, YUAN Feng, ZHANG Mingming, LIU Huiyun. 2019: The deficiencies and possible solutions of TAS classification in the context of big data. Geological Bulletin of China, 38(12): 1943-1954.

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The deficiencies and possible solutions of TAS classification in the context of big data

ZHANG Qi^{1, 2,},
GE Can^{3, 4, 5},
JIAO Shoutao⁶,
YUAN Feng^{3, 4, 5},
ZHANG Mingming^{3, 4, 5},
LIU Huiyun^{1, 2}

1.
Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing 100029, China
2.
State Key Laboratory of Lithospheric Evolution, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing 100029, China
3.
School of Resources and Environmental Engineering, Hefei University of Technology, Hefei 230009, Anhui, China
4.
Laboratory of Three-Dimensional Exploration for Mineral District, Hefei University of Technology, Hefei 230009, Anhui, China
5.
Anhui Provincial Engineering Research Center for Mineral Resources and Mine Environments, Hefei University of Technology, Hefei 230009, Anhui, China
6.
Development Research Center, China Geological Survey, Beijing 100037, China

More Information

Received Date: April 22, 2019
Revised Date: July 15, 2019
Available Online: August 15, 2023

Graphical Abstract

Abstract

Abstract

The TAS diagram, which is widely used in academia, is a classification scheme for volcanic rocks approved by IUGS in 1989. This classification has been active in advancing the research on petrology and geochemistry, regulating the naming of rocks (especially volcanic rocks) and facilitating the exchange of academia. However, it cannot be denied that earlier studies had some limitations due to analytical methods, analytical techniques and data volume limitations. Now that the world has accumulated a huge amount of data, researchers should have the conditions for making new discussion on the classification of volcanic rocks. In this study, the authors have developed a new TAS classification scheme for volcanic rocks using a probability density function. The original TAS diagram defines 15 root names, among which 9 are preserved in this paper. With the addition of one new root name, the authors define a total of 10 root names. The biggest change in the new TAS diagram is in the alkaline rock series. In the new TAS diagram, the trachybasalt series is closed up, thus making up for the earlier TAS classification in the acidic rock part of the deficiency. The authors have also found that the TAS diagram may have some problems. The classification scheme presented in this study is subject to further discussions and tests.
- TAS diagram,
- volcanic rocks,
- classification,
- rock natural compositions,
- rock natural distributions,
- big data,
- all data

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References (49)

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The deficiencies and possible solutions of TAS classification in the context of big data