Towards an integrated texture toolkit, 1: unveiling the complex relationship between crystal shape and fabric in EBSD data

IF 3.5 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
Ryan M. Currier, Tushar Mittal, Paulo J. Hidalgo
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Abstract

Rock textures observed via thin section are skewed from their true 3D nature. This is due to various cut effects—artifacts introduced due to the lower dimensional nature of the thin section relative to the rock. These cut effects can be corrected, and several methods have been developed to invert crystal shape and crystal size, but with each process performed separately and sequentially. With the ongoing adoption of electron backscatter diffraction (EBSD) by petrologists, an additional data stream has now become available: the 3D orientation of 2D grain sections. For EBSD analysis, no stereological corrections are typically applied for interpreting the data. This study tests whether this orientational information is skewed due to a fabric cut effect. We test this by numerically generating synthetic crystal datasets representative of several crystal shapes and population sizes. We find that EBSD orientational data has a fabric cut effect since crystals oriented with long axes perpendicular to the thin section are more likely to be sampled compared to those with long axes oriented parallel to it. This effect must be accounted for to interpret the true 3D fabric accurately. Towards this end, we develop two new tools for working with EBSD-derived fabric: (1) a simple first-order test for determining if a measured fabric exceeds that of the fabric cut effect, and (2) a method of inverting cut fabrics that provides robust error estimations. We demonstrate the applicability and accuracy of these methods using a range of synthetic examples and a natural sample. With these newly developed tools, there is clear potential for a new textural toolkit framework, to further our ability to correct for the various cut effects while also providing accurate uncertainty estimates.

实现综合纹理工具包,1:揭示 EBSD 数据中晶体形状与结构之间的复杂关系
通过薄片观察到的岩石纹理与其真实的三维性质存在偏差。这是由于各种切割效应造成的--由于薄片相对于岩石的维度较低而产生的假象。这些切割效应是可以纠正的,目前已开发出几种方法来反转晶体形状和晶体尺寸,但每种方法都是单独和按顺序进行的。随着电子反向散射衍射(EBSD)不断被岩石学家采用,现在又多了一种数据流:二维晶粒切片的三维方位。在 EBSD 分析中,通常不使用立体修正来解释数据。本研究测试了这种方位信息是否会因织物切割效应而产生偏差。我们通过数值生成代表几种晶体形状和群体大小的合成晶体数据集来测试这一点。我们发现 EBSD 方向数据具有织物切割效应,因为与长轴方向平行于薄片的晶体相比,长轴方向垂直于薄片的晶体更有可能被采样。要准确解释真实的三维结构,必须考虑到这种效应。为此,我们开发了两种处理 EBSD 衍生织构的新工具:(1) 一种简单的一阶测试,用于确定测量织构是否超出织构切割效应;(2) 一种反演切割织构的方法,可提供稳健的误差估计。我们使用一系列合成示例和一个天然样本来证明这些方法的适用性和准确性。有了这些新开发的工具,新的纹理工具包框架就有了明显的潜力,可以进一步提高我们校正各种剪切效应的能力,同时还能提供准确的不确定性估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Contributions to Mineralogy and Petrology
Contributions to Mineralogy and Petrology 地学-地球化学与地球物理
CiteScore
6.50
自引率
5.70%
发文量
94
审稿时长
1.7 months
期刊介绍: Contributions to Mineralogy and Petrology is an international journal that accepts high quality research papers in the fields of igneous and metamorphic petrology, geochemistry and mineralogy. Topics of interest include: major element, trace element and isotope geochemistry, geochronology, experimental petrology, igneous and metamorphic petrology, mineralogy, major and trace element mineral chemistry and thermodynamic modeling of petrologic and geochemical processes.
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