GSTDTAP  > 资源环境科学
DOI10.1029/2017WR021864
Pore Geometry Characterization by Persistent Homology Theory
Jiang, Fei1,2; Tsuji, Takeshi2,3; Shirai, Tomoyuki4
2018-06-01
发表期刊WATER RESOURCES RESEARCH
ISSN0043-1397
EISSN1944-7973
出版年2018
卷号54期号:6页码:4150-4163
文章类型Article
语种英语
国家Japan
英文摘要

Rock pore geometry has heterogeneous characteristics and is scale dependent. This feature in a geological formation differs significantly from artificial materials and makes it difficult to predict hydrologic and elastic properties. To characterize pore heterogeneity, we propose an evaluation method that exploits the recently developed persistent homology theory. In the proposed method, complex pore geometry is first represented as sphere cloud data using a pore-network extraction method. Then, a persistence diagram (PD) is calculated from the point cloud, which represents the spatial distribution of pore bodies. A new parameter (distance index H) derived from the PD is proposed to characterize the degree of rock heterogeneity. Low H value indicates high heterogeneity. A new empirical equation using this index H is proposed to predict the effective elastic modulus of porous media. The results indicate that the proposed PD analysis is very efficient for extracting topological feature of pore geometry.


英文关键词persistent homology pore geometry characterization heterogeneity
领域资源环境
收录类别SCI-E
WOS记录号WOS:000440309900021
WOS关键词POROUS-MEDIA ; NETWORK EXTRACTION ; TOMOGRAPHIC-IMAGES ; SPACE IMAGES ; MORSE-THEORY ; TOPOLOGY ; THRESHOLD ; COMPLEXES ; MODULUS ; SOLIDS
WOS类目Environmental Sciences ; Limnology ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources
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/21762
专题资源环境科学
作者单位1.Yamaguchi Univ, Dept Mech Engn, Grad Sch Sci & Technol Innovat, Ube, Yamaguchi, Japan;
2.Kyushu Univ, Int Inst Carbon Neutral Energy Res, Fukuoka, Fukuoka, Japan;
3.Kyushu Univ, Dept Earth Resources Engn, Fukuoka, Fukuoka, Japan;
4.Kyushu Univ, Inst Math Ind, Fukuoka, Fukuoka, Japan
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GB/T 7714
Jiang, Fei,Tsuji, Takeshi,Shirai, Tomoyuki. Pore Geometry Characterization by Persistent Homology Theory[J]. WATER RESOURCES RESEARCH,2018,54(6):4150-4163.
APA Jiang, Fei,Tsuji, Takeshi,&Shirai, Tomoyuki.(2018).Pore Geometry Characterization by Persistent Homology Theory.WATER RESOURCES RESEARCH,54(6),4150-4163.
MLA Jiang, Fei,et al."Pore Geometry Characterization by Persistent Homology Theory".WATER RESOURCES RESEARCH 54.6(2018):4150-4163.
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