Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1029/2020GL088594 |
On representative elementary volumes of grayscale micro‐CT images of porous media | |
Ankita Singh; Klaus Regenauer‐; Lieb; Stuart D. C. Walsh; Ryan T. Armstrong; Joost J. M. van Griethuysen; Peyman Mostaghimi | |
2020-07-17 | |
发表期刊 | Geophysical Research Letters
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出版年 | 2020 |
英文摘要 | The concept of linking pore‐scale data to continuum‐scale characteristics of porous media relies on the existence of a representative elementary volume (REV). The current techniques for estimating REVs requires access to segmented micro‐tomographic (micro‐CT) images and computations of petrophysical properties which are computationally intensive and time‐consuming. Herein, a texture characterization method called the Gray‐Level Size‐Zone Matrix (GLSZM) is applied directly to raw grayscale micro‐CT images. GLSZM representations of 3D micro‐CT images capture information regarding the connectivity of gray‐level intensities, termed as ‘size‐zones’. Statistical descriptors of pore‐space are calculated based on GLSZM to understand the connectivity of low gray‐level intensities. These GLSZM statistics capture microstructural fluctuations and offer insights into the impact of grayscale heterogeneity on REV size. This approach allows REV sizes to be estimated directly using grayscale micro‐CT images, in a reproducible, less time consuming and computationally efficient manner. |
领域 | 气候变化 |
URL | 查看原文 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/284238 |
专题 | 气候变化 |
推荐引用方式 GB/T 7714 | Ankita Singh,Klaus Regenauer‐,Lieb,等. On representative elementary volumes of grayscale micro‐CT images of porous media[J]. Geophysical Research Letters,2020. |
APA | Ankita Singh.,Klaus Regenauer‐.,Lieb.,Stuart D. C. Walsh.,Ryan T. Armstrong.,...&Peyman Mostaghimi.(2020).On representative elementary volumes of grayscale micro‐CT images of porous media.Geophysical Research Letters. |
MLA | Ankita Singh,et al."On representative elementary volumes of grayscale micro‐CT images of porous media".Geophysical Research Letters (2020). |
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