2018111 · The advantages of big data analytics and deep learning algorithms are that (1) they can deal with complex problems and identify hidden spatial patterns, which are difficult for traditional methods of mapping mineral prospectivity, and (2) they utilize existing datasets to derive correlations between geological features and mineral deposits ...
view more202241 · In this paper, CNN structures were utilized to map mineral potentials for gold deposits based on multiple geological data sources. That is to say, the mineral prospectivity prediction was converted into a supervised image classification task.
view moreThe recent abundant ore deposit discoveries in China are outstanding in a global context. From 2007 to 2016, 18% of major deposit discoveries were in China, although China’s land mass is only ~7% of the world. Among the 15 Tier-1 deposits found in the world in this decade, five (33%) were in China.
view more2022331 · Deep learning algorithms (DLAs) are becoming popular tools for mineral prospectivity mapping. However, purely data-driven DLAs frequently ignore expert and domain knowledge, imposing difficulty in interpretability from a geological perspective. The efficient integration of geological knowledge into DLAs remains challenging in …
view more20231019 · A mineral is a solid, crystalline structure that naturally forms from ore deposits and cannot be broken down into different substances.
view more202051 · First, this paper briefly reviewed the major theories and methodologies in a GIS-based mineral resource assessment, such as the mineral deposit models, mineral systems, resource estimations, and discussed the requirements of GIS-based tool.
view morePDF | On Dec 1, 2019, Zhaoshan Chang and others published Mineral Deposits of China | Find, read and cite all the research you need on ResearchGate
view more2023423 · Nickel ore refers to the naturally occurring rocks or minerals that contain significant amounts of nickel. Nickel is a chemical element with the symbol Ni and atomic number 28. It is a silvery-white metal with a relatively high melting point and excellent corrosion resistance. Nickel is commonly found in the Earth's crust, but it is typically …
view more202461 · Abstract The muscovite granite regolith in Jiangxi Province, with thickness up to 30 m, exhibits significant lithium (Li) enrichment, which holds promising potential as an economically viable alternative source of Li. However, host minerals and enrichment mechanism of Li in such regolith are poorly understood. Herein, mineralogy and …
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