Reference Type | Journal (article/letter/editorial) |
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Title | Explainable machine learning reveals apatite fertility and porphyry copper mineralization processes in the syn- and post-subduction settings |
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Journal | Ore Geology Reviews |
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Authors | Ge, Yun-Zhao | Author |
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Zhang, Zhen-Jie | Author |
Zhou, Yuan-Zhi | Author |
Li, Qiang | Author |
Zhang, Feng | Author |
Year | 2025 (August) | Volume | 183 |
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Publisher | Elsevier BV |
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DOI | doi:10.1016/j.oregeorev.2025.106679Search in ResearchGate |
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| Generate Citation Formats |
Mindat Ref. ID | 18432989 | Long-form Identifier | mindat:1:5:18432989:2 |
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GUID | 0 |
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Full Reference | Ge, Yun-Zhao; Zhang, Zhen-Jie; Zhou, Yuan-Zhi; Li, Qiang; Zhang, Feng (2025) Explainable machine learning reveals apatite fertility and porphyry copper mineralization processes in the syn- and post-subduction settings. Ore Geology Reviews, 183. doi:10.1016/j.oregeorev.2025.106679 |
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Plain Text | Ge, Yun-Zhao; Zhang, Zhen-Jie; Zhou, Yuan-Zhi; Li, Qiang; Zhang, Feng (2025) Explainable machine learning reveals apatite fertility and porphyry copper mineralization processes in the syn- and post-subduction settings. Ore Geology Reviews, 183. doi:10.1016/j.oregeorev.2025.106679 |
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In | (2025) Ore Geology Reviews Vol. 183. Elsevier BV |
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These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.
 | |
 | |
 | Bao, Bo; Webster, James D.; Zhang, De-Hui; Goldoff, Beth A.; Zhang, Rong-Zhen (2016) Compositions of biotite, amphibole, apatite and silicate melt inclusions from the Tongchang mine, Dexing porphyry deposit, SE China: Implications for the behavior of halogens in mineralized porphyry systems. Ore Geology Reviews, 79. doi:10.1016/j.oregeorev.2016.05.024 |
 | |
 | |
 | |
 | |
 | |
 | Boyce, Jeremy W., Liu, Yang, Rossman, George R., Guan, Yunbin, Eiler, John M., Stolper, Edward M., Taylor, Lawrence A. (2010) Lunar apatite with terrestrial volatile abundances. Nature, 466 (7305). 466-469 doi:10.1038/nature09274 |
| Breunig (2000) LOF: identifying density-based local outliers , 93 |
| Bruand (2020) Geochem. Persp. Let. Accessory mineral constraints on crustal evolution: elemental fingerprints for magma discrimination 7â12 |
 | |
 | CAO, Mingjian, LI, Guangming, QIN, Kezhang, SEITMURATOVA, Eleonora Yusupovha, LIU, Yongsheng (2012) Major and Trace Element Characteristics of Apatites in Granitoids from Central Kazakhstan: Implications for Petrogenesis and Mineralization. Resource Geology, 62 (1) 63-83 doi:10.1111/j.1751-3928.2011.00180.x |
 | Chakhmouradian, Anton R., Reguir, Ekaterina P., Zaitsev, Anatoly N., CouĂ«slan, Christopher, Xu, Cheng, KynickĂœ, JindĆich, Mumin, A. Hamid, Yang, Panseok (2017) Apatite in carbonatitic rocks: Compositional variation, zoning, element partitioning and petrogenetic significance. Lithos, 274. 188-213 doi:10.1016/j.lithos.2016.12.037 |
 | |
 | |
 | |
 | Chu, Mei-Fei, Wang, Kuo-Lung, Griffin, William L., Chung, Sun-Lin, OâReilly, Suzanne Y., Pearson, Norman J., Iizuka, Yoshiyuki (2009) Apatite Composition: Tracing Petrogenetic Processes in Transhimalayan Granitoids. Journal of Petrology, 50 (10) 1829-1855 doi:10.1093/petrology/egp054 |
 | |
 | |
 | Dilles, J. H., Kent, A. J. R., Wooden, J. L., Tosdal, R. M., Koleszar, A., Lee, R. G., Farmer, L. P. (2015) ZIRCON COMPOSITIONAL EVIDENCE FOR SULFUR-DEGASSING FROM ORE-FORMING ARC MAGMAS. Economic Geology, 110 (1) 241-251 doi:10.2113/econgeo.110.1.241 |
 | |
 | Gao, Xue, Yang, Liqiang, Wang, Chenguang, He, Wenyan, Bao, Xinshang, Zhang, Shaoying (2020) Halogens and trace elements of apatite from Late Mesozoic and Cenozoic porphyry Cu-Mo-Au deposits in SE Tibet, China: Constraints on magmatic fertility and granitoid petrogenesis. Journal of Asian Earth Sciences, 203. 104552pp. doi:10.1016/j.jseaes.2020.104552 |
 | |
 | |
 | Hou, Z.-Q, Gao, Y.-F, Qu, X.-M, Rui, Z.-Y, Mo, X.-X (2004) Origin of adakitic intrusives generated during mid-Miocene eastâwest extension in southern Tibet. Earth and Planetary Science Letters, 220 (1) 139-155 doi:10.1016/s0012-821x(04)00007-x |
 | Hou, Zengqian; Yang, Zhiming; Qu, Xiaoming; Meng, Xiangjin; Li, Zhenqing; Beaudoin, G.; Rui, Zongyao; Gao, Yongfeng; Zaw, Khin (2009) The Miocene Gangdese porphyry copper belt generated during post-collisional extension in the Tibetan Orogen. Ore Geology Reviews, 36 (1). doi:10.1016/j.oregeorev.2008.09.006 |
 | Hou, Zengqian, Yang, Zhiming, Lu, Yongjun, Kemp, Anthony, Zheng, Yuanchuan, Li, Qiuyun, Tang, Juxing, Yang, Zhusen, Duan, Lianfeng (2015) A genetic linkage between subduction- and collision-related porphyry Cu deposits in continental collision zones. Geology, 43 (3) 247-250 doi:10.1130/g36362.1 |
 | Huang, Ming-Liang, Bi, Xian-Wu, Richards, Jeremy P., Hu, Rui-Zhong, Xu, Lei-Luo, Gao, Jian-Feng, Zhu, Jing-Jing, Zhang, Xing-Chun (2019) High water contents of magmas and extensive fluid exsolution during the formation of the Yulong porphyry Cu-Mo deposit, eastern Tibet. Journal of Asian Earth Sciences, 176. 168-183 doi:10.1016/j.jseaes.2019.02.008 |
 | Huang, Ming-Liang, Zhu, Jing-Jing, Chiaradia, Massimo, Hu, Rui-Zhong, Xu, Lei-Luo, Bi, Xian-Wu (2023) APATITE VOLATILE CONTENTS OF PORPHYRY Cu DEPOSITS CONTROLLED BY DEPTH-RELATED FLUID EXSOLUTION PROCESSES. Economic Geology, 118 (5) 1201-1217 doi:10.5382/econgeo.5000 |
 | Huang, Wenting, Stock, Michael J., Guyett, Paul C., Xia, Xiao-Ping, Liang, Huaying, Sun, Weidong, Lai, Chun-kit (2024) Reconstructing volatile exsolution in a porphyry ore-forming magma chamber: Perspectives from apatite inclusions. American Mineralogist, 109 (8) 1406-1418 doi:10.2138/am-2023-8963 |
 | |
 | |
 | Laurent, Oscar, Zeh, Armin, Gerdes, Axel, Villaros, Arnaud, Gros, Katarzyna, SĆaby, Ewa (2017) How do granitoid magmas mix with each other? Insights from textures, trace element and SrâNd isotopic composition of apatite and titanite from the Matok pluton (South Africa) Contributions to Mineralogy and Petrology, 172 (9) doi:10.1007/s00410-017-1398-1 |
 | |
 | Leng, Cheng-Biao, Cooke, David R., Hou, Zeng-Qian, Evans, Noreen J., Zhang, Xing-Chun, Chen, Wei T., DaniĆĄĂk, Martin, McInnes, Brent I.A., Yang, Jie-Hua (2018) Quantifying Exhumation at the Giant Pulang Porphyry Cu-Au Deposit Using U-Pb-He Dating. Economic Geology, 113 (5) 1077-1092 doi:10.5382/econgeo.2018.4582 |
 | |
 | |
| Lu, Y.-J., Loucks, R.R., Fiorentini, M., McCuaig, T.C., Evans, N.J., Yang, Z.-M., Hou, Z.-Q., Kirkland, C.L., Parra-Avila, L.A., Kobussen, A., 2016. Zircon compositions as a pathfinder for porphyry Cu±Mo±Au deposits. https://doi.org/10.5382/SP.19.13. |
 | Mao, Mao, Rukhlov, Alexei S., Rowins, Stephen M., Spence, Jody, Coogan, Laurence A. (2016) Apatite Trace Element Compositions: A Robust New Tool for Mineral Exploration. Economic Geology, 111 (5) 1187-1222 doi:10.2113/econgeo.111.5.1187 |
 | Marks, Michael A.W., Wenzel, Thomas, Whitehouse, Martin J., Loose, Matthias, Zack, Thomas, Barth, Matthias, Worgard, Linda, Krasz, Verena, Eby, G. Nelson, Stosnach, Hagen, Markl, Gregor (2012) The volatile inventory (F, Cl, Br, S, C) of magmatic apatite: An integrated analytical approach. Chemical Geology, 291. 241-255 doi:10.1016/j.chemgeo.2011.10.026 |
 | Miles, A.J., Graham, C.M., Hawkesworth, C.J., Gillespie, M.R., Hinton, R.W., Bromiley, G.D. (2014) Apatite: A new redox proxy for silicic magmas?. Geochimica et Cosmochimica Acta, 132. 101-119 doi:10.1016/j.gca.2014.01.040 |
 | Nathwani, Chetan L., Loader, Matthew A., Wilkinson, Jamie J., Buret, Yannick, Sievwright, Robert H., Hollings, Pete (2020) Multi-stage arc magma evolution recorded by apatite in volcanic rocks. Geology, 48 (4) 323-327 doi:10.1130/g46998.1 |
 | Nathwani, Chetan L., Wilkinson, Jamie J., Fry, George, Armstrong, Robin N., Smith, Daniel J., Ihlenfeld, Christian (2022) Machine learning for geochemical exploration: classifying metallogenic fertility in arc magmas and insights into porphyry copper deposit formation. Mineralium Deposita, 57 (7) 1143-1166 doi:10.1007/s00126-021-01086-9 |
 | Nathwani, Chetan L., Large, Simon J. E., Brugge, Emily R., Wilkinson, Jamie J., Buret, Yannick, , (2023) Apatite evidence for a fluid-saturated, crystal-rich magma reservoir forming the Quellaveco porphyry copper deposit (Southern Peru) Contributions to Mineralogy and Petrology, 178 (8) Springer Science and Business Media LLC. doi:10.1007/s00410-023-02034-8 |
 | Palma, Gisella, Barra, Fernando, Reich, Martin, Valencia, Victor, Simon, Adam C., Vervoort, Jeff, Leisen, Mathieu, Romero, Rurik (2019) Halogens, trace element concentrations, and Sr-Nd isotopes in apatite from iron oxide-apatite (IOA) deposits in the Chilean iron belt: Evidence for magmatic and hydrothermal stages of mineralization. Geochimica et Cosmochimica Acta, 246. 515-540 doi:10.1016/j.gca.2018.12.019 |
 | Pan, Li-Chuan, Hu, Rui-Zhong, Wang, Xin-Song, Bi, Xian-Wu, Zhu, Jing-Jing, Li, Chusi (2016) Apatite trace element and halogen compositions as petrogenetic-metallogenic indicators: Examples from four granite plutons in the Sanjiang region, SW China. Lithos, 254. 118-130 doi:10.1016/j.lithos.2016.03.010 |
 | Parra-Avila, L. A., Hammerli, J., Kemp, A. I. S., Rohrlach, B., Loucks, R., Lu, Y., Williams, I. S., Martin, L., Roberts, M. P., Fiorentini, M. L. (2022) The long-lived fertility signature of CuâAu porphyry systems: insights from apatite and zircon at Tampakan, Philippines. Contributions to Mineralogy and Petrology, 177 (2) doi:10.1007/s00410-021-01878-2 |
 | |
 | Qiu, Kun-Feng, Zhou, Tong, Chew, David, Hou, Zhao-Liang, MĂŒller, Axel, Yu, Hao-Cheng, Lee, Robert G., Chen, Huan, Deng, Jun (2024) Apatite trace element composition as an indicator of ore deposit types: A machine learning approach. American Mineralogist, 109 (2) 303-314 doi:10.2138/am-2022-8805 |
 | Qu, Pan, Yang, Wubin, Niu, Hecai, Li, Ningbo, Wu, Dan (2022) Apatite fingerprints on the magmatic-hydrothermal evolution of the Daheishan giant porphyry Mo deposit, NE China. GSA Bulletin, 134 (7) 1863-1876 doi:10.1130/b36093.1 |
 | Reichstein, Markus, Camps-Valls, Gustau, Stevens, Bjorn, Jung, Martin, Denzler, Joachim, Carvalhais, Nuno, Prabhat, (2019) Deep learning and process understanding for data-driven Earth system science. Nature, 566 (7743). 195-204 doi:10.1038/s41586-019-0912-1 |
 | |
 | |
 | |
 | Schisa, Paul, Boudreau, Alan, Djon, Lionnel, Tchalikian, Arnaud, Corkery, John (2015) The Lac Des Iles Palladium Deposit, Ontario, Canada. Part II. Halogen variations in apatite. Mineralium Deposita, 50 (3) 339-355 doi:10.1007/s00126-014-0541-4 |
 | |
 | |
 | |
| Singer (2005) Porphyry copper deposits of the world: database, map, and grade and tonnage models |
| Not Yet Imported: - book-chapter : 10.1037/11491-005
If you would like this item imported into the Digital Library, please contact us quoting Journal ID |
 | |
 | |
 | Tang, Ming, Lee, Cin-Ty A., Ji, Wei-Qiang, Wang, Rui, Costin, Gelu (2020) Crustal thickening and endogenic oxidation of magmatic sulfur. Science Advances, 6 (31). doi:10.1126/sciadv.aba6342 |
 | Wang, Rui, Richards, Jeremy P., Zhou, Li-min, Hou, Zeng-qian, Stern, Richard A., Creaser, Robert A., Zhu, Jing-jing (2015) The role of Indian and Tibetan lithosphere in spatial distribution of Cenozoic magmatism and porphyry CuâMo deposits in the Gangdese belt, southern Tibet. Earth-Science Reviews, 150. 68-94 doi:10.1016/j.earscirev.2015.07.003 |
 | |
 | |
 | |
 | Xu, Bo, Hou, Zeng-Qian, Griffin, William L., Lu, Yongjun, Belousova, Elena, Xu, Ji-Feng, O'Reilly, Suzanne Y. (2021) Recycled volatiles determine fertility of porphyry deposits in collisional settings. American Mineralogist, 106 (4) 656-661 doi:10.2138/am-2021-7714 |
 | |
 | |
| Yang, Z.-M., Goldfarb, R., Chang, Z.-S., 2016. Generation of Postcollisional Porphyry Copper Deposits in Southern Tibet Triggered by Subduction of the Indian Continental Plate, in: Richards, J.P. (Ed.), Tectonics and Metallogeny of the Tethyan Orogenic Belt. Society of Economic Geologists, p. 0. Doi: 10.5382/SP.19.11. |
 | |
| Not Yet Imported: - journal-article : 10.1007/s11004-023-10055-z
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 | Zheng, Yu-yu, Xu, Bo, Lentz, David R., Yu, Xiao-yan, Hou, Zeng-qian, Wang, Tao (2024) Machine learning applied to apatite compositions for determining mineralization potential. American Mineralogist, 109 (8) 1394-1405 doi:10.2138/am-2023-9115 |
 | Zhou, Yuanzhi, Zhang, Zhenjie, Yang, Jie, Ge, Yunzhao, Cheng, Qiuming (2022) Machine Learning and Singularity Analysis Reveal Zircon Fertility and Magmatic Intensity: Implications for Porphyry Copper Potential. Natural Resources Research, 31 (6) 3061-3078 doi:10.1007/s11053-022-10122-y |
 | Zhu, Jing-Jing, Richards, Jeremy P., Rees, Chris, Creaser, Robert, DuFrane, S. Andrew, Locock, Andrew, Petrus, Joseph A., Lang, JĂŒrgen (2018) Elevated Magmatic Sulfur and Chlorine Contents in Ore-Forming Magmas at the Red Chris Porphyry Cu-Au Deposit, Northern British Columbia, Canada. Economic Geology, 113 (5) 1047-1075 doi:10.5382/econgeo.2018.4581 |
 | Zou, Shaohao, Chen, Xilian, Brzozowski, Matthew J., Leng, ChengâBiao, Xu, Deru (2022) Application of Machine Learning to Characterizing Magma Fertility in Porphyry Cu Deposits. Journal of Geophysical Research: Solid Earth, 127 (8) doi:10.1029/2022jb024584 |
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