Recognition and (semi-)quantitative analysis of REE-bearing minerals in coal using automated scanning electron microscopy

IF 5.6 2区 工程技术 Q2 ENERGY & FUELS International Journal of Coal Geology Pub Date : 2024-01-03 DOI:10.1016/j.coal.2023.104443
Biao Fu , Guorong Xu , James C. Hower , Yijun Cao , Yukun Huang , Liang Si , Li Xian , Guangqian Luo , Guijian Liu , Guangqing Hu , Hong Yao
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Abstract

The recognition and quantification of rare earth and yttrium (REY) minerals in coal is extremely important for understanding their geological origin and developing high-efficiency extraction techniques. This study developed an automated image analysis by scanning electron microscopy (AIA-SEM) method for characterizing REY minerals in coal. Carbon and copper were used as grey-scale calibration standard to assure the consistency per experiment and differentiate organic matter and minerals with different brightness. Two critical issues in determining REY including rapid recognition of fine REY-bearing particles and accurate classification and quantification of REY minerals in coal are resolved by (1) establishing grey threshold standard to locate REY-bearing grains and a two-step image scan; (2) developing classification criteria supplemented with spot- and EDS-mapping analysis for questionable particles. By using the established method, a total of 166 REY-bearing mineral grains were identified from 12,930 particles in a medium-volatile bituminous coal (REY concentration: 149.21 ppm; ash yield: 21.25%). It is found that Ca-REE flurocarbonates, monazite, and (Sc, Y)-bearing zircon are the dominant REY species in the studied coal sample. REE-aluminophosphates are also important hosts for REE in coal, with total amounts being >10%. REY minerals are fine in particle size. Over 50% of monazite, xenotime, Ca-REE flurocarbonate, and REE-aluminophosphate have particle size below 5 μm and monazite occurs mostly as submicron particle. Most REY minerals (> 60%) are embedded into coal macerals as included minerals. About 80% of REY-bearing phosphates and zircon are partly or completely encapsulated in clay minerals, whereas more than half of Ca-REY-fluorocarbonates mineral grains is free of other minerals.

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利用自动扫描电子显微镜识别和(半)定量分析煤炭中的含稀土元素矿物
识别和量化煤炭中的稀土和钇(REY)矿物对于了解其地质来源和开发高效提取技术极为重要。本研究开发了一种扫描电子显微镜自动图像分析(AIA-SEM)方法,用于表征煤中的稀土和钇矿物。碳和铜被用作灰度校准标准,以确保每次实验的一致性,并区分不同亮度的有机物和矿物。通过以下方法解决了确定 REY 的两个关键问题,包括快速识别含 REY 的细小颗粒以及准确分类和量化煤中的 REY 矿物:(1)建立灰度阈值标准以定位含 REY 的颗粒,并进行两步图像扫描;(2)制定分类标准,并对有问题的颗粒辅以斑点和 EDS 图谱分析。通过使用既定方法,在中等挥发性烟煤(REY 浓度:149.21 ppm;灰分率:21.25%)的 12,930 个颗粒中,共鉴定出 166 个含 REY 的矿物颗粒。研究发现,在所研究的煤样中,Ca-RE 萤碳酸盐、独居石和含 (Sc, Y) 锆石是主要的 REY 物种。REE-铝磷酸盐也是煤中 REE 的重要寄主,总含量为 10%。REY矿物的粒度较细。50%以上的独居石、氙石、Ca-REE氟碳酸盐和 REE-铝磷酸盐的粒度低于 5 μm,独居石主要以亚微米级颗粒出现。大多数 REY 矿物(60%)作为包裹矿物嵌入煤大理岩中。大约 80% 含有 REY 的磷酸盐和锆石部分或完全包裹在粘土矿物中,而一半以上的 Ca-REY- 氟碳酸盐矿物颗粒不含其他矿物。
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来源期刊
International Journal of Coal Geology
International Journal of Coal Geology 工程技术-地球科学综合
CiteScore
11.00
自引率
14.30%
发文量
145
审稿时长
38 days
期刊介绍: The International Journal of Coal Geology deals with fundamental and applied aspects of the geology and petrology of coal, oil/gas source rocks and shale gas resources. The journal aims to advance the exploration, exploitation and utilization of these resources, and to stimulate environmental awareness as well as advancement of engineering for effective resource management.
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