Distinguishing the Type of Ore-Forming Fluids in Gold Deposits Using Pyrite Geochemistry and Machine Learning-Reference-Cited by-同舟云学术

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Distinguishing the Type of Ore-Forming Fluids in Gold Deposits Using Pyrite Geochemistry and Machine Learning

Published:2023-11-28 Issue:1 Volume:33 Page:107-127
ISSN:1520-7439
Container-title:Natural Resources Research
language:en
Short-container-title:Nat Resour Res

Author:

Qin Yixue,Kong Hua^ORCID,Liu Biao,Jiang Hua,Hou Xianan,Huang Jingang

Funder

Postgraduate Research and Innovation Project of Central South University

Key Technologies Research and Development Program

State Key Laboratory of Geohazard Prevention and Geoenvironment Protection

Publisher

Springer Science and Business Media LLC

Subject

General Environmental Science

Link

https://link.springer.com/content/pdf/10.1007/s11053-023-10282-5.pdf

Reference85 articles.

1. Barker, S. L. L., Hickey, K. A., Cline, J. S., Dipple, G. M., Kilburn, M. R., Vaughan, J. R., & Longo, A. A. (2009). Uncloaking invisible gold: use of nanoSIMS to evaluate gold, trace elements, and sulfur isotopes in pyrite from Carlin-type gold deposits. Economic Geology, 104(7), 897–904.

2. Baştanlar, Y., & Özuysal, M. (2014). Introduction to Machine Learning. In M. Yousef & J. Allmer (Eds.), miRNomics: MicroRNA Biology and Computational Analysis (pp. 105–128). Humana Press. https://doi.org/10.1007/978-1-62703-748-8_7

3. Batista, G. E. A. P. A., Prati, R. C., & Monard, M. C. (2004). A study of the behavior of several methods for balancing machine learning training data. SIGKDD Exploration Newsletter, 6(1), 20–29.

4. Belousov, I., Large, R. R., Meffre, S., Danyushevsky, L. V., Steadman, J., & Beardsmore, T. (2016). Pyrite compositions from VHMS and orogenic Au deposits in the Yilgarn Craton, Western Australia: Implications for gold and copper exploration. Ore Geology Reviews, 79, 474–499.

5. Bi, S. J., Li, J. W., Zhou, M. F., & Li, Z. K. (2011). Gold distribution in As-deficient pyrite and telluride mineralogy of the Yangzhaiyu gold deposit, Xiaoqinling district, Southern North China craton. Mineralium Deposita, 46(8), 925–941.

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