Advances in Geosciences
Advances in Geosciences
ADGEO
Articles | Volume 67
Articles | Volume 67
https://doi.org/10.5194/adgeo-67-79-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/adgeo-67-79-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 67
03 Dec 2025
 | 03 Dec 2025

Quantifying carbonate microstructure using classical segmentation pipelines for CCS and radioactive waste applications

Wurood S. Alwan, Omar Choudhry, Paul Glover, Louey Tliba, and Richard Collier

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Short summary
We mapped pore networks in carbonate scanning-electron-microscope (SEM) images to aid safe CO2 storage and radioactive-waste isolation. An open 29 000 × 23 000-pixel mosaic was split into 100 fully hand-labelled tiles. Eight classic computer-vision pipelines were benchmarked: Watershed gave the best recall–precision balance, and a simple Hybrid-Voting of three filters halved false alarms. The data, masks and code offer an immediate reference set for training and testing future 3-D deep-learning models.
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