Evidence map›Paper›PMID 41193586›Full record

ArticleScientific reports2025

Experimental feasibility of dual-energy X-ray tomography for two-phase density analysis in bentonite during water infiltration.

Janne Yliharju, Tero Harjupatana, Enni Rajala, Joni Tanttu, Arttu Miettinen

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Janne YliharjuUniversity of Jyväskylä, Department of Physics, Nanoscience Center, Jyväskylä, Finland. janne.t.yliharju@jyu.fi.
Tero HarjupatanaUniversity of Jyväskylä, Department of Physics, Nanoscience Center, Jyväskylä, Finland.
Enni RajalaUniversity of Jyväskylä, Department of Physics, Nanoscience Center, Jyväskylä, Finland.
Joni TanttuUniversity of Jyväskylä, Department of Physics, Nanoscience Center, Jyväskylä, Finland.
Arttu MiettinenUniversity of Jyväskylä, Department of Physics, Nanoscience Center, Jyväskylä, Finland.

Funding

European Union 101166718Research Council of Finland 349197
6 · The paper itself

Abstract

The feasibility of dual-energy X-ray computed tomography (DECT) with experimentally implemented scatter and beam hardening corrections to quantitatively determine the 4D (3D spatial with time) evolution of partial densities of bentonite and water was examined. Compacted bentonite samples were imaged using an X-ray microtomography system with various X-ray spectra before and after two days of water infiltration. The effects of scattering and beam hardening in the projection images were corrected using beam-stop array measurements and signal-to-thickness calibration. A post-reconstruction material decomposition (MD) technique was applied to obtain the partial density distributions of bentonite and water, from which the water content distributions were subsequently derived. The results were validated by physically slicing partially saturated bentonite samples and measuring the water content of the slices gravimetrically. Additionally, a previously developed deformation measurement-based X-ray tomography method was used to derive reference results. Comparing the results from MD with those from the other techniques demonstrated that DECT can yield quantitative estimates of 4D water content distribution in bentonite with reasonable accuracy in this experimental set-up. When testing the impact of correction methods on the results, it was found that both scattering and beam hardening must be corrected, as the post-reconstruction MD is sensitive to errors in spectral measurements.

Indexed as

Beam hardeningBentoniteDensity measurementDual-energy CTScatteringWater

Identifiers

PMID41193586
PMCPMC12589600

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