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Quantifying wood decomposition by insects and fungi using computed tomography scanning and machine learning

Titelangaben

Seibold, Sebastian ; Müller, Jörg ; Allner, Sebastian ; Willner, Marian ; Baldrian, Petr ; Ulyshen, Michael D. ; Brandl, Roland ; Bässler, Claus ; Hagge, Jonas ; Mitesser, Oliver:
Quantifying wood decomposition by insects and fungi using computed tomography scanning and machine learning.
In: Scientific Reports. Bd. 12 (2022) . - 16150.
ISSN 2045-2322
DOI: https://doi.org/10.1038/s41598-022-20377-3

Abstract

Wood decomposition is a central process contributing to global carbon and nutrient cycling. Quantifying the role of the major biotic agents of wood decomposition, i.e. insects and fungi, is thus important for a better understanding of this process. Methods to quantify wood decomposition, such as dry mass loss, suffer from several shortcomings, such as destructive sampling or subsampling. We developed and tested a new approach based on computed tomography (CT) scanning and semi-automatic image analysis of logs from a field experiment with manipulated beetle communities. We quantified the volume of beetle tunnels in wood and bark and the relative wood volume showing signs of fungal decay and compared both measures to classic approaches. The volume of beetle tunnels was correlated with dry mass loss and clearly reflected the differences between beetle functional groups. Fungal decay was identified with high accuracy and strongly correlated with ergosterol content. Our data show that this is a powerful approach to quantify wood decomposition by insects and fungi. In contrast to other methods, it is non-destructive, covers entire deadwood objects and provides spatially explicit information opening a wide range of research options. For the development of general models, we urge researchers to publish training data.

Weitere Angaben

Publikationsform: Artikel in einer Zeitschrift
Begutachteter Beitrag: Ja
Institutionen der Universität: Fakultäten > Fakultät für Biologie, Chemie und Geowissenschaften > Fachgruppe Biologie > Lehrstuhl Ökologie der Pilze > Lehrstuhl Ökologie der Pilze - Univ.-Prof. Dr. Claus Bässler
Forschungseinrichtungen > Zentrale wissenschaftliche Einrichtungen > Bayreuther Zentrum für Ökologie und Umweltforschung - BayCEER
Titel an der UBT entstanden: Nein
Themengebiete aus DDC: 500 Naturwissenschaften und Mathematik > 550 Geowissenschaften, Geologie
500 Naturwissenschaften und Mathematik > 570 Biowissenschaften; Biologie
Eingestellt am: 08 Nov 2024 09:45
Letzte Änderung: 08 Nov 2024 09:45
URI: https://eref.uni-bayreuth.de/id/eprint/90996