Modeling the spatial distribution of REEs and Li within two coal ash impoundments

IF 5.6 2区 工程技术 Q2 ENERGY & FUELS
Kalyn J. Tew , Rona J. Donahoe , Ibrahim G. Okunlola
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引用次数: 0

Abstract

Historical and newly acquired data are used to model the spatial variability of rare earth elements (REE), Sc, Y, and Li concentrations in two coal ash impoundments. Samples were collected using a limited sampling scheme and modeled in ArcGIS Pro for total REYSc, Ce, La, Sc, Y, Nd, and Li using 3-dimensional empirical Bayesian Kriging (EBK 3D). Although a higher sample density was modeled at Site 1, the composition of the ash is more variable and randomly distributed throughout the impoundment, resulting in poorly constrained models. At Site 2, the models better represent the spatial distributions of REYSc, Ce, La, Nd, and Li within the coal ash, which vary systematically from east to west, as well as with depth. These results demonstrate that EBK 3D offers a distinct and effective approach for modeling elemental concentrations in coal ash impoundments with limited sampling. Unlike traditional interpolation methods, EBK 3D accounts for spatial uncertainty and variability in three dimensions. It is particularly useful when ash remains undisturbed, the coal source is consistent, or the coal source transitions gradually. This approach introduces a novel methodology for evaluating the resource potential of impounded coal ash as an unconventional feedstock for critical elements.
两个煤灰库中稀土和锂的空间分布模拟
利用历史数据和新获得的数据模拟了两个煤灰库中稀土元素(REE)、Sc、Y和Li浓度的空间变异性。采用有限采样方案收集样本,并在ArcGIS Pro中使用三维经验贝叶斯克里格(EBK 3D)对总REYSc、Ce、La、Sc、Y、Nd和Li进行建模。虽然在Site 1模拟了较高的样本密度,但灰分的组成在整个蓄水过程中变化较大且随机分布,导致模型约束较差。在站点2,模型较好地反映了REYSc、Ce、La、Nd和Li在煤灰中的空间分布,呈现出从东到西以及随深度的系统变化。这些结果表明,EBK 3D为有限采样的煤灰库元素浓度建模提供了一种独特而有效的方法。与传统的插值方法不同,EBK 3D在三维空间上考虑了空间的不确定性和可变性。当灰分保持不受干扰、煤源一致或煤源逐渐转变时,它特别有用。这种方法引入了一种新的方法来评估封存煤灰作为关键元素的非常规原料的资源潜力。
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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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