X-ray microtomography: a porosity-based thresholding method to improve soil pore network characterization?

E. Beckers, E. Plougonven, C. Roisin, Simona M. Hapca, A. Léonard, A. Degré

Research output: Contribution to journalArticle

23 Citations (Scopus)

Abstract

X-ray microtomography, through quantification of soil structure at the microscale, could greatly facilitate the current understanding of soil hydrodynamic behaviour. However, binarisation method and processing choices are subjective and can have a strong impact on results and conclusions. In this study, we test a new method based on the porosity detectable by X-ray microtomography, while validation is achieved through comparison of soil microtomogram information with soil physical measurements. These measurements consist of water retention and unsaturated hydraulic conductivity using two different soil populations with only structural differences. To assess the porosity-based method performances, we compare it to four other methods, namely the global method of Otsu and three recent soil-dedicated local methods. The robustness of the porosity-based method is also tested in regard to different pre-processing procedures. In this paper we demonstrate that soil segmentation through a porosity-based method is an interesting issue. Indeed, it is less demanding in terms of time and computational requirements than its alternatives, and combines robustness and performances broadly comparable with the recent local methods.
Original languageEnglish
Pages (from-to)145-154
Number of pages10
JournalGeoderma
Volume219-220
Early online date25 Jan 2014
DOIs
Publication statusPublished - May 2014

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micro-computed tomography
soil pore system
porosity
soil
methodology
method
unsaturated hydraulic conductivity
water retention
soil structure
segmentation
hydrodynamics
hydraulic conductivity

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Beckers, E., Plougonven, E., Roisin, C., Hapca, S. M., Léonard, A., & Degré, A. (2014). X-ray microtomography: a porosity-based thresholding method to improve soil pore network characterization? Geoderma, 219-220, 145-154. https://doi.org/10.1016/j.geoderma.2014.01.004
Beckers, E. ; Plougonven, E. ; Roisin, C. ; Hapca, Simona M. ; Léonard, A. ; Degré, A. / X-ray microtomography : a porosity-based thresholding method to improve soil pore network characterization?. In: Geoderma. 2014 ; Vol. 219-220. pp. 145-154.
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Beckers, E, Plougonven, E, Roisin, C, Hapca, SM, Léonard, A & Degré, A 2014, 'X-ray microtomography: a porosity-based thresholding method to improve soil pore network characterization?', Geoderma, vol. 219-220, pp. 145-154. https://doi.org/10.1016/j.geoderma.2014.01.004

X-ray microtomography : a porosity-based thresholding method to improve soil pore network characterization? / Beckers, E.; Plougonven, E.; Roisin, C.; Hapca, Simona M.; Léonard, A.; Degré, A.

In: Geoderma, Vol. 219-220, 05.2014, p. 145-154.

Research output: Contribution to journalArticle

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