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.
| Original language | English |
|---|---|
| Article number | 38681 |
| Journal | Scientific Reports |
| Volume | 15 |
| DOIs | |
| Publication status | Published - 5 Nov 2025 |
| MoE publication type | A1 Journal article-refereed |
Funding
This work was supported by the (Finnish) National Nuclear Safety and Waste Management Research Programme 2023-2028 (SAFER2028) in the form of the SAGE and FLOP projects, the Research Council of Finland through the WaterInWood project (Grant Number 349197), and the European Union under EURAD-2 project (Grant Agreement n° 101166718).
Keywords
- Water
- Density measurement
- Scattering
- Beam hardening
- Bentonite
- Dual-energy CT