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Abstract
Fungal decay fundamentally alters moisture transport in wood through complex bio-physical coupling mechanisms that remain poorly understood. Brown-rot fungi such as Coniophora puteana (Schumach.: Fr.) P. Karst. degrade wood through chelator-mediated Fenton (CMF) chemistry, producing hydroxyl radicals that depolymerise cellulose and hemicellulose before significant mass loss. This diffusion-dependent process requires elevated moisture content and leads to structural degradation. However, existing models fail to capture the interaction between boundary-driven fungal colonization, decay-induced property changes, and multi-phase multi-Fickian moisture redistribution, particularly the separate evolution of bound- and free-water phases during decay. Here, we present a transport-response bio-hygrothermal finite element model that couples boundary-driven Monod-type fungal colonization kinetics with multi-phase moisture transport (free water, bound water, vapor) in decaying wood. Although fungal biomass evolution is simulated via a reaction–diffusion equation, decay progression is not derived from biomass–substrate interaction but prescribed independently as an experimentally informed input. The model incorporates decay-modified sorption isotherms, permeability evolution, and boundary-driven biomass influx, along with associated moisture transport, into the governing equations. The model is validated against low-field nuclear magnetic resonance (LF-NMR) measurements of C. puteana decay in Scots pine over 35 days. The model successfully reproduces the experimentally observed moisture evolution: a peak free-water content of 50%–70% during weeks 1–2, followed by a progressive decline, while bound water remains remarkably constant despite advancing decay. Monte Carlo uncertainty quantification demonstrates hierarchical parameter control: bound water is governed solely by thermodynamic factors, while free water responds to interacting biological and physical processes. Time-resolved correlation analysis shows a fundamental transition from colonization-dominated (weeks 1–2) to transport-dominated (weeks 3–5) moisture control, quantitatively explaining the experimentally observed shift from accumulation to depletion. This transport-response framework for analyzing moisture behavior under externally defined decay progression establishes quantitative parameter hierarchies that may inform the development of future substrate-coupled bio-hygrothermal models.
| Original language | English |
|---|---|
| Article number | 492 |
| Journal | Forests |
| Volume | 17 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 2026 |
| MoE publication type | A1 Journal article-refereed |
Funding
This research was funded by project “Image-based Modelling of Water Transport In Wood including material biodegradation-WaterInWood”, Academy of Finland, Decision number 349194. The AI-TranspWood project, HORIZON-CL4–2023-RESILIENCE-01–23 (Grant Agreement 101138191), is also acknowledged. This project is co-funded by the European Union.
Keywords
- finite element modeling
- free water
- fungal decay
- LFNMR
- moisture transport
- multi-Fickian
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AI-TranspWood: AI-driven multiscale methodology to develop Transparent Wood as sustainable functional material
Fortino, S. (PI), Kolari, K. (Manager) & Khakalo, A. (Participant)
1/01/24 → 31/12/26
Project: EU project
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WaterInWood: Image-based Modelling of Water Transport In Wood including material biodegradation
Fortino, S. (PI), Paajanen, A. (Participant), Hradil, P. (Participant) & Mäkelä, M. (Participant)
1/09/22 → 31/08/25
Project: Research Council of Finland
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