[HTML][HTML] Significant mobilization of REE from calc-alkaline melt into fluid during fluid exsolution: Insights from magmatic amphibole composition from Tieshan skarn Fe …

D Duan, SY Jiang - Ore Geology Reviews, 2023 - Elsevier
Hydrothermal fluids associated with carbonatites and peralkaline silicate rocks typically
exhibit high REE content, but this is generally not the case for calc-alkaline rocks. However …

Metallogenic-factor variational autoencoder for geochemical anomaly detection by ad-hoc and post-hoc interpretability algorithms

Z Luo, R Zuo, Y Xiong, B Zhou - Natural Resources Research, 2023 - Springer
Deep learning algorithms (DLAs) are becoming hot tools in processing geochemical survey
data for mineral exploration. However, it is difficult to understand their working mechanisms …

Apatite trace element composition as an indicator of ore deposit types: A machine learning approach

KF Qiu, T Zhou, D Chew, ZL Hou, A Müller… - American …, 2024 - degruyter.com
The diverse suite of trace elements incorporated into apatite in ore-forming systems has
important applications in petrogenesis studies of mineral deposits. Trace element variations …

[HTML][HTML] Multi-stage metamorphic and metasomatic imprints on apatite-monazite-xenotime assemblages in a set of small iron oxide-apatite (IOA) ore bodies, Prins …

M Maraszewska, J Majka, DE Harlov, M Manecki… - Ore Geology …, 2023 - Elsevier
Abstract On Prins Karls Forland, Svalbard Archipelago, a set of small iron oxide-apatite (IOA)
ore bodies have been discovered within a crustal shear zone, which deformed the …

Visual interpretation of machine learning: genetical classification of apatite from various ore sources

T Zhou, YW Cai, MG An, F Zhou, CL Zhi, XC Sun… - Minerals, 2023 - mdpi.com
Machine learning provides solutions to a diverse range of problems in high-dimensional
datasets in geosciences. However, machine learning is generally criticized for being an …

[HTML][HTML] 阿尔金西段库木塔什萤石矿床成因: 磷灰石U-Pb 年龄, 原位Sr-Nd 同位素, 地球化学约束

高永宝, 陈康, 王亮, 赵辛敏, 李艳广, 刘明, 张龙… - 西北地质, 2024 - cgsjournals.com
近年来, 阿尔金西段取得萤石找矿重大突破, 相继发现卡尔恰尔和库木塔什等矿床,
但成矿时代和成矿机制研究薄弱. 笔者选取库木塔什矿床与萤石密切共生磷灰石为研究对象 …

Early Cretaceous Ningguo-Guangde weakly fractionated I-type granitoids, Jiangnan tungsten belt, China: Implications for petrogenesis and WMo mineralization

X Zhang, J Xie, S Huang, L Ge, Q Li, J Liu… - Journal of Geochemical …, 2023 - Elsevier
Most W mineralization in the world is genetically related with highly fractionated granitoids,
but little is known about petrogenesis of weakly fractionated granitoids and its relationship …

Petrogenesis and metal fertility of Yinzu pluton in the Daye district, eastern China: Insights from whole-rock and mineral (zircon, apatite and amphibolite) geochemistry

RJ Zhou, G Wen, JW Li, K Cao, KT Wei, HA Cai… - Lithos, 2022 - Elsevier
The Daye district in eastern China is featured by numerous granitoid intrusions of Early
Cretaceous ages that intrude Paleozoic to Early Triassic marine carbonate and clastic rocks …

[HTML][HTML] Experimental metasomatic incorporation of sulfur into fluorapatite as a function of coupled substitutions involving sodium, silicon, iron, and cerium

DE Harlov, J Casaus, BA Konecke, AC Simon - … et Cosmochimica Acta, 2025 - Elsevier
Here, we report results from hydrothermal alteration and crystallization experiments at 800°
C and 1 GPa that constrain the partitioning of S, Fe, Sr, and Ce (as a proxy for the REE) …

Fingerprinting involvement of evaporites in magmatic-hydrothermal processes from the Jinshandian Fe skarn deposit, eastern China, using apatite geochemistry

Q Zhu, G Xie, NJ Cook, CL Ciobanu - Lithos, 2023 - Elsevier
Increasing volumes of geological and geochemical evidence suggest that evaporites can be
involved in the formation of Fe skarn systems and may play a critical role in ore-forming …