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Comprehensive permeability-transform solutions for shale and sandstones using data sets from around the globe
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Ruud Weijermarsa, b, *
Petroleum Research | 2026, 11(2) : 361 - 398
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Petroleum Research | 2026, 11(2): 361-398
Review Article
Comprehensive permeability-transform solutions for shale and sandstones using data sets from around the globe
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Ruud Weijermarsa, b, *
Affiliations
  • aDepartment of Petroleum Engineering, College of Petroleum Engineering and Geosciences (CPG), King Fahd University of Petroleum & Minerals, KFUPM, Dhahran, Saudi Arabia
  • bCenter for Integrative Petroleum Research (CIPR), College of Petroleum Engineering and Geosciences (CPG), King Fahd University of Petroleum & Minerals, KFUPM, Dhahran, Saudi Arabia
Published: 2026-06-10 doi: 10.1016/j.ptlrs.2025.08.006
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This study uses 13 proprietary data sets from sedimentary basins around the globe to constrain the permeability and porosity ranges occupied by clastic rocks (sandstones and shale). The combined data sets represent a total sample size of 21,767 data pairs of measured porosity and permeability. The data are combined in various ways and analyzed in considerable detail, in what is presently assumed the most comprehensive permeability analysis of clastic data sets. First, comprehensive porosity-permeability transforms are plotted with the aim to understand how well the two quantities actually correlate, and what may be the root cause(s) of the huge variation in their correlation. The analysis of the empirical data is embedded in a review of prior work related to permeability transforms. The Kozeny-Carman relationship is revisited and a modified scaling approach is proposed. First, it is shown how hydraulics of pore tubes of various shapes and tortuosity relate to macroscopic permeability. The key scaling factor, called here the permeability-reduction factor, β=τ, is the ratio of the coefficient of hydraulically effective pore space, β, and the tortuosity, τ. Whereas it is concluded that the porosity is a very poor predictor of the permeability, there appears to exist a close relationship between the permeability-reduction factor and the permeability, confirming the fundamental physical nature of β=τ as an excellent predictor of hydraulic transmissibility in porous media made up of sedimentary mineral aggregates. The inferred relationship provides the basis for a new method to construct permeability transforms, from bootstrapped data sets, using Monte-Carlo simulation.

Permeability transforms  /  Permeability-reduction factor  /  Kozeny-Carman  /  Tortuosity  /  Shale  /  Sandstone
Ruud Weijermars. Comprehensive permeability-transform solutions for shale and sandstones using data sets from around the globe[J]. Petroleum Research, 2026 , 11 (2) : 361 -398 . DOI: 10.1016/j.ptlrs.2025.08.006
Year 2026 volume 11 Issue 2
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Article Info
doi: 10.1016/j.ptlrs.2025.08.006
  • Receive Date:2024-09-05
  • Online Date:2026-07-29
  • Published:2026-06-10
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History
  • Received:2024-09-05
  • Revised:2025-08-24
  • Accepted:2025-08-27
Affiliations
    aDepartment of Petroleum Engineering, College of Petroleum Engineering and Geosciences (CPG), King Fahd University of Petroleum & Minerals, KFUPM, Dhahran, Saudi Arabia
    bCenter for Integrative Petroleum Research (CIPR), College of Petroleum Engineering and Geosciences (CPG), King Fahd University of Petroleum & Minerals, KFUPM, Dhahran, Saudi Arabia

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Department of Petroleum Engineering, College of Petroleum Engineering and Geosciences (CPG), King Fahd University of Petroleum & Minerals, KFUPM, Dhahran, Saudi Arabia. E-mail address: .
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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