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  4. A semi-automatic protocol for delineating internal stem features from moisture-preserved discs using X-ray computed tomography
 
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2025
Journal Article
Title

A semi-automatic protocol for delineating internal stem features from moisture-preserved discs using X-ray computed tomography

Abstract
Accurate delineations of pith positions, tree-ring boundaries, and sapwood areas are essential for understanding tree growth dynamics, dendrochronology, and tree physiological mechanisms. While X-ray imaging has been exploited for wood specimens, few standardized and open-source methods are available. We present a supportive semi-automatic protocol, integrating free software, R and ImageJ, for delineating pith, tree rings, and sapwood areas of moisture-preserved stem discs with relatively high pixel resolution (150 µm). The protocol, documented on GitHub, integrates automated algorithms with interactive interfaces from ImageJ for manual corrections, providing a flexible and user-friendly framework. Pith position is determined by circularly fitting most-inner tree ring boundaries from edge-detection algorithms. This unique position is then used for cleaning edge detection results, supporting the two-dimensional grouping of tree ring segments. The Sapwood area is delineated by the Gaussian blur filter and interactive threshold interface. We tested the protocol on images of 15 moisture-preserved stem discs from three species (Picea abies (L.) H. KARST., Pinus sylvestris L., and Larix decidua MILL.). Our research demonstrated reliable accuracy, achieving an average mean error of 0.54 ± 0.42 mm for pith detection, 0.66 ± 1.72 mm for tree-ring boundaries, and 0.68 ± 1.23 mm for sapwood boundaries, offering support for manual delineations. While the method reliably supports analyses for coniferous species, challenges remain for ring-porous species, which require further advancements. The study serves as a milestone toward the future development of mobile X-ray systems for living trees in forest environments, offering a standardized and adaptable approach for advancing dendrology and wood science.
Author(s)
Chen, Chien
Technische Universität München
Torano-Caicoya, Astor
Technische Universität München
Hufnagel, Eva
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Claußen, Joelle
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Malzer, Thomas
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Gerth, Stefan  
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Uhl, Enno
Technische Universität München
Pretzsch, Hans
Technische Universität München
Journal
Dendrochronologia
Funder
Fachagentur Nachwachsende Rohstoffe
Open Access
DOI
10.1016/j.dendro.2025.126397
Additional link
Full text
Language
English
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Keyword(s)
  • Dendrology

  • Pith

  • Sapwood

  • Tree rings

  • X-Ray

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